tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=2
objective=binary sigmoid:1
feature_names=atom_v_bur_frac_3_5_Cs atom_v_bur_frac_3_5_Hs_min lst_pka_pred_nshell3
feature_infos=[0.37022843630000002:0.8390766744] [0.28199754500000002:0.75288165019999997] [13.582188368100001:54.915453171400003]
tree_sizes=3395 3401 3416 3421 3420 3413 3412 3420 3422 3424 3431 3428 3420 3426 3424 3434 3431 3435 3428 3435 3423 3437 3428 3443 3433 3425 3430 3431 3420 3416 3432 3418 3426 3426 3433 3423 3423 3439 3430 3421 3430 3439 3401 3420 3434 3436 3415 3449 3431 3437 3439 3438 3438 3420 3424 3431 3427 3431 3444 3441 3452 3428 3445 3443 3462 3421 3428 3422 3433 3447 3429 3428 3407 3463 3419 3426 3422 3437 3447 3447 3414 3412 3448 3408 3450 3457 3422 3444 3458 3450 3443 3430 3428 3427 3421 3439 3427 3449 3457 3456 3432 3442 3441 3453 3449 3455 3461 3455 3462 3427 3464 3466 3424 3461 3418 3422 3450 3464 3446 3415 3451 3454 3453 3451 3410 3447 3460 3415 3416 3457 3419 3448 3427 3462 3417 3466 3454 3456 3446 3436 3409 3430 3423 3430 3448 3416 3461 3447 3427 3438 3461 3445 3444 3456 3457 3473 3460 3458 3468 3391 3458 3421 3467 3406 3447 3460 3426 3422 3433 3453 3455 3434 3427 3460 3407 3416 3460 3420 3419 3459 3455 3449 3415 3449 3419 3468 3470 3420 3458 3418 3463 3423 3457 3424 3456 3428 3447 3460 3464 3465 3467 3464 3450 3467 3425 3461 3481 3455 3424 3417 3400 3421 3420 3469 3415 3414 3453 3466 3416 3462 3460 3429 3421 3412 3421 3427 3459 3444 3426 3445 3458 3438 3445 3475 3469 3447 3464 3459 3468 3413 3451 3474 3475 3418 3424 3429 3417 3462 3424 3456 3413 3431 3467 3437 3448 3467 3439 3473 3463 3416 3459 3465 3466 3464 3411 3459 3432 3418 3427 3448 3460 3455 3464 3425 3414 3468 3424 3431 3451 3431 3467 3473 3437 3467 3438 3456 3423 3457 3465 3415 3429 3457 3437 3461 3452 3468 3432 3458 3427 3437 3404 3434 3453 3434 3427 3479 3421 3457 3423 3438 3426 3472 3473 3428 3432 3444 3448 3427 3456 3471 3474 3457 3469 3468 3427 3421 3464 3406 3485 3459 3455 3452 3467 3470 3428 3465 3461 3437 3469 3428 3464 3426 3472 3406 3425 3477 3438 3454 3471 3476 3471 3457 3470 3421 3462 3477 3468 3457 3452 3419 3478 3444 3470 3428 3476 3423 3459 3461 3426 3455 3439 3464 3424 3433 3461 3467 3434 3451 3429 3401 3466 3462 3464 3422 3436 3462 3445 3420 3439 3472 3457 3460 3454 3465 3467 3422 3472 3403 3481 3446 3472 3420 3426 3458 3440 3479 3425 3452 3426 3455 3468 3473 3466 3474 3484 3412 3439 3442 3416 3465 3471 3422 3444 3467 3457 3457 3443 3479 3486 3458 3429 3471 3428 3466 3442 3435 3473 3414 3464 3474 3473 3461 3462 3465 3420 3463 3475 3447 3479 3481 3479 3425 3440 3441 3449 3417 3475 3427 3431 3477 3480 3413 3429 3466 3438 3440 3439 3443 3419 3403 3473 3433 3413 3468 3426 3418 3474 3466 3415 3397 3466 3433 3468 3433 3461 3407 3466 3442 3451 3453 3479 3417 3472 3477 3475 3477 3434 3428 3463 3476 3443 3465 3440 3467 3464 3424 3429 3433 3431 3463 3446 3467 3465 3474 3477 3472 3467 3470 3480 3476 3490 3423 3482 3457 3462 3468 3418 3434 3435 3464 3454 3439 3471 3407 3415 3433 3461 3475 3433 3472 3449 3407 3409 3405 3440 3417 3478 3428 3457 3476 3398 3458 3476 3473 3476 3446 3441 3421 3470 3425 3472 3482 3421 3469 3418 3489 3471 3427 3460 3466 3475 3483 3474 3432 3473 3464 3473 3429 3438 3475 3431 3467 3469 3425 3452 3426 3434 3431 3476 3420 3483 3425 3462 3465 3409 3464 3481 3428 3423 3425 3442 3410 3485 3430 3442 3427 3425 3423 3466 3437 3433 3426 3441 3485 3418 3463 3450 3417 3474 3470 3475 3471 3486 3448 3431 3423 3478 3484 3479 3419 3487 3438 3461 3421 3460 3416 3411 3430 3438 3425 3480 3497 3431 3422 3483 3427 3441 3425 3489 3468 3476 3414 3467 3422 3483 3437 3438 3449 3452 3489 3436 3440 3475 3485 3489 3423 3463 3414 3479 3439 3412 3490 3473 3474 3435 3482 3437 3431 3430 3494 3476 3490 3496 3439 3407 3484 3437 3485 3440 3423 3441 3445 3441 3476 3436 3472 3437 3479 3425 3489 3466 3445 3479 3480 3428 3436 3484 3433 3443 3423 3490 3422 3427 3426 3491 3419 3428 3430 3422 3419 3439 3478 3431 3412 3498 3422 3419 3435 3423 3498 3491 3500 3488 3496 3481 3489 3423 3501 3416 3412 3507 3429 3407 3487 3474 3425 3491 3428 3440 3438 3491 3420 3467 3481 3409 3445 3426 3419 3476 3487 3475 3475 3422 3420 3414 3446 3436 3423 3479 3495 3402 3474 3414 3488 3404 3485 3499 3429 3424 3493 3484 3504 3490 3433 3425 3501 3434 3488 3414 3479 3432 3429 3421 3411 3424 3494 3490 3418 3482 3414 3497 3417 3424 3414 3430 3408 3418 3418 3423 3477 3398 3428 3407 3503 3503 3407 3505 3407 3434 3500 3406 3426 3432 3439 3410 3487 3406 3498 3438 3500 3449 3496 3407 3426 3504 3512 3416 3498 3424 3427 3428 3427 3490 3432 3398 3502 3496 3426 3497 3514 3411 3477 3449 3491 3483 3419 3418 3493 3508 3424 3503 3427 3481 3504 3423 3510 3410 3425 3414 3490 3429 3494 3436 3506 3439 3422 3430 3417 3513 3406 3434 3489 3494 3476 3472 3486 3499 3426 3412 3423 3505 3411 3426 3510 3503 3426 3419 3499 3426 3490 3421 3413 3499 3506 3501 3419 3494 3507 3502 3502 3504 3420 3490 3506 3495 3440 3430 3504 3501 3497 3495 3499 3500 3433 3429 3496 3504 3501 3518 3485 3489 3404 3490 3423 3400 3429 3430 3425 3430 3499 3428 3446 3490 3504 3501 3421 3506 3488 3394 3506 3430 3418 3440 3504 3492 3423 3498 3511 3490 3501 3449 3421 3414 3505 3426 3424 3413 3435 3504 3505 3485 3430 3428 3428 3485 3425 3493 3441 3450 3425 3502 3448 3433 3499 3429 3430 3502 3427 3428 3442 3492 3509 3498 3413 3502 3424 3500 3497 3444 3497

Tree=0
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 2 2 2 1 2 2 0 0 1 0 1 1 2 1 1 2 1 2 2 2 1 1 1 1
split_gain=236.823 114.264 95.6587 62.4759 71.7605 57.5293 41.9405 38.2654 37.7742 32.57 28.7942 20.5231 18.3834 18.2864 18.1719 19.1326 14.8955 14.4079 12.5347 15.749 12.2152 17.7199 11.7302 11.1671 11.1586 10.6707 11.5564 9.71162 10.4383 9.0359
threshold=0.5726475255500002 0.42314601355000009 44.269496632500008 0.39078171310000004 0.47886290830000006 0.53592706805000012 41.872669623500009 38.238138001450004 44.710446918150005 0.50663153795000015 48.315732392000008 43.968221017800005 0.47943175355000006 0.54511840960000013 0.3465914194000001 0.46768060835000008 0.34482500525000009 0.42829556000000008 49.275256100300005 0.48363821445000005 0.49242537650000007 39.995120105550008 0.41367024935000007 41.621607100200002 41.986601436450009 43.124157941850008 0.34569324270000007 0.45393850480000009 0.46419268885000003 0.43166372265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 6 11 14 22 20 18 -1 -5 -4 -9 -3 -16 -8 24 -10 -20 21 -2 -7 -6 -15 26 -25 -19 -29 -24
right_child=8 2 12 5 23 7 16 13 9 -11 -12 -13 -14 17 15 -17 -18 27 19 -21 -22 -23 29 25 -26 -27 -28 28 -30 -31
leaf_value=-0.022799678584804334 -0.024438773208874179 0.010431907397596394 0.0026469139639580981 -0.015586313643096608 0.016390915946145529 0.0059842921555866724 0.0013760712344423648 0.0157411182347772 0.01034702214854033 -0.021494626525223701 0.0037819238969902819 0.013048217039857646 -0.015016666371917212 -0.00021817120120358813 -0.026191342886384944 0.012146419735864019 -0.015603796182691036 0.010888465939886162 -0.026191342886384944 0.0023183437198870407 -0.026191342886384944 -0.0073445793239815139 -0.026191342886384944 -0.0044158165343073531 -0.026191342886384944 0.017123718925466005 0.010283615993744378 -0.018061007669891323 0.0086742281184042213 -0.0072015504294599512
leaf_weight=33.458037480711937 21.583246737718582 55.773634180426598 13.116654023528097 39.234930142760277 151.90059810876846 5.8780726045370129 13.72132460772991 37.887068778276443 14.493423894047739 16.107484832406044 8.8339722305536252 4.819899082183837 44.004841521382332 10.194481045007704 5.1396999657154065 3.9466198533773422 25.008910357952118 35.704472973942757 4.8373646736145011 10.61425733566284 42.326940894126892 20.070365741848946 7.558382302522662 12.159660443663595 3.9303587973117819 25.325097635388374 37.333590433001518 4.6524703800678235 5.4245696663856506 9.9595990478992444
leaf_count=210 139 165 49 218 359 20 53 92 43 99 32 13 242 41 34 11 139 104 32 40 280 95 50 54 26 58 111 27 17 47
internal_value=-2.7239e-10 0.00349906 0.00508662 0.00693636 0.0102252 0.000362266 0.00119504 0.00502106 -0.01601 -0.00647848 -0.0172473 -0.0124535 -0.0109606 0.00862033 0.00763409 -0.00953943 -0.00958818 0.00411688 0.00159874 -0.00660705 -0.0212368 -0.0162021 -0.0100236 0.0143512 -0.00744543 0.0102099 0.00667221 0.00768416 -0.00366917 -0.015395
internal_weight=725 594.967 552.675 495.553 330.309 165.244 103.59 121.189 130.033 46.0525 42.292 44.0548 57.1215 97.7934 64.86 9.08632 38.7302 59.9064 29.945 15.4516 83.9806 41.6536 23.3961 226.719 14.1248 74.8183 49.4933 45.7815 10.077 17.518
internal_count=2900 2172 1930 1639 984 655 402 424 728 214 242 231 291 307 210 45 192 215 115 72 514 234 117 582 67 223 165 148 44 97
is_linear=0
shrinkage=0.130957


Tree=1
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 2 2 1 0 1 2 1 2 2 0 1 2 2 2 1 2 1 2 2 2 0 1
split_gain=193.022 93.0678 92.1419 65.7365 45.3882 33.9316 33.5562 31.0102 30.9237 26.6491 26.5935 24.014 22.9994 18.0433 17.4435 19.6636 15.4703 14.4949 11.6999 10.8033 16.1175 10.5453 10.1967 14.6494 9.55804 9.16276 8.31335 11.3506 11.9509 8.06355
threshold=0.5726475255500002 0.46928235680000008 44.421469061800003 0.39078171310000004 0.53592706805000012 42.049402686800001 0.47997065955000012 44.710446918150005 38.238138001450004 48.315732392000008 0.50663153795000015 0.41932876265000008 0.3447651268000001 43.32600771660001 0.34392682850000006 41.919251152600005 43.968221017800005 0.54511840960000013 0.42829556000000008 48.988717865950008 47.833738492450003 51.779769178100004 0.49242537650000007 39.995120105550008 0.41367024935000007 41.986601436450009 32.483642351600004 35.131296350900008 0.4447920721000001 0.45206730335000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 16 -3 12 22 24 11 21 -1 -7 -14 15 26 -5 -10 25 20 -4 -9 23 -2 -6 -19 -13 -28 -29 -20
right_child=7 2 19 4 8 6 -8 10 17 -11 -12 14 13 -15 -16 -17 -18 18 29 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.019502177421269608 -0.01999628984573951 0.012212999901823214 -0.01213637098925731 -0.01253495761696297 0.004855150458314984 0.01292551565845314 0.0093441186476668839 0.0049602579436490565 0.012672315402165759 0.0072660345978038578 -0.017551507761396676 -0.02386335027358763 -0.017082542870113938 0.0033029603494354864 -0.016828642126874505 -0.018127582141617207 0.0096072312981389223 -0.00017691001038595269 0.0094904200098041448 -0.019794939573741226 0.005689248272302762 -0.012121607370675181 -0.021458946791995111 -0.0059604047394951135 -0.012546053744716157 -0.021458946791995111 0.023141603583180612 0.011702997934205307 -0.011506264707743271 -0.0013228004719683414
leaf_weight=30.838799893856049 21.39641672372818 209.87707005441189 26.11272893846035 38.493779003620148 5.8750052005052593 7.4395316094160071 54.124956488609314 23.469620347023014 37.90121927857399 12.022586226463316 15.999484375119208 1.2056242525577605 18.58964411914349 8.9566027671098691 12.558234468102453 6.1615703701972953 4.9586279690265647 10.194474160671232 31.971174597740173 13.226944431662558 9.678666800260542 6.4039451628923407 41.906479001045227 20.054591596126556 17.435372710227966 3.8913159072399131 5.0424705147743252 7.574373856186865 5.2151364684104919 13.720702946186064
leaf_count=198 139 528 143 214 20 19 155 80 93 38 99 8 112 33 76 37 14 41 91 84 34 35 280 95 97 26 7 20 27 57
internal_value=-7.94233e-07 0.0028464 0.00470028 0.00632744 0.000335432 0.00962301 0.00352297 -0.0130672 0.00405026 -0.00893765 -0.00527599 -0.0117776 -0.00548267 -0.0104542 -0.00546848 0.000192958 -0.0100082 0.00696424 0.00334511 -0.0106833 -0.00731599 0.00129845 -0.0173548 -0.0132055 -0.00816036 -0.00605625 0.00612245 0.0081498 0.00223903 0.00624334
internal_weight=722.297 593.067 512.448 463.429 164.442 298.988 89.1107 129.231 120.989 80.6188 45.873 68.5962 34.9858 27.5462 37.7574 25.1992 43.4524 97.6789 59.7777 49.0183 35.7914 29.8736 83.3575 41.451 23.3104 14.0858 19.0376 17.832 12.7895 45.6919
internal_count=2900 2172 1761 1500 653 847 319 728 425 411 214 373 164 145 175 99 228 308 215 261 177 115 514 234 117 67 62 54 47 148
is_linear=0
shrinkage=0.0117989


Tree=2
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 2 2 2 1 2 1 1 2 0 1 1 0 1 0 0 0 2 1 2 2 1 1 2 1
split_gain=158.847 77.9689 62.8748 40.6093 52.5154 38.1461 31.9142 26.1357 25.7149 22.0293 19.0398 18.646 15.7876 14.9007 14.4154 19.4607 21.3319 13.3695 13.2274 12.5371 12.1451 11.7971 10.2001 9.88697 9.40149 9.17966 12.5184 9.16988 14.5907 9.15642
threshold=0.5726475255500002 0.42314601355000009 44.215931556700006 0.39078171310000004 0.48181192180000004 0.53592706805000012 41.872669623500009 44.710446918150005 38.238138001450004 0.50663153795000015 48.315732392000008 0.3465914194000001 0.36543816055000006 43.968221017800005 0.50579323975000012 0.37668033890000002 0.37138109635000011 0.47305469895000007 0.40621538280000008 0.54511840960000013 0.45612406815000006 0.47470135625000004 43.279086095950007 0.43590012275000006 42.072181850200003 49.275256100300005 0.48363821445000005 0.46128858420000007 39.995120105550008 0.45206730335000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 6 13 11 27 18 25 -1 -3 -4 -5 -6 16 -16 -13 -7 -10 -8 -22 -23 24 -21 -9 -27 28 -2 -25
right_child=7 2 12 5 14 8 20 9 19 -11 -12 17 -14 -15 15 -17 -18 -19 -20 23 21 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.021167046713935517 -0.024688269256700208 0.010489386551954395 0.0024569293509539517 -0.014195104295255636 0.017257899027289841 0.011905766784284216 -0.026383112507278272 0.0097518707670867719 0.0145344774576875 -0.019801541070131753 0.0028863563338939221 -0.025409520817099518 -0.014390796508875561 0.013362266940357897 0.0096747761671061271 0.013454961310467299 -0.025948867833403076 0.0066704822159365301 -0.014839684111386545 0.00031674713534686944 0.012276217193196782 -0.011188856515950717 0.0053293367510703323 0.013272835344627367 -0.024997735510550411 -0.025931157564870928 0.0024108401076898254 -0.022293418659389819 0.00088614505480811797 -0.0014650206459598056
leaf_weight=32.553109779953957 8.6420260071754473 80.120110288262367 16.307023644447327 38.738779217004776 124.9691671282053 4.9617052823305157 5.5306635797023764 14.440459132194521 37.251377463340759 15.719594582915304 8.8159238547086698 5.5933490395545942 41.727288618683815 4.6306748986244193 7.9515797048807126 40.894715085625648 6.3918726146221161 5.3656033575534821 18.184176057577133 16.629651382565502 8.1386722922325117 30.128503605723381 10.671873703598974 25.223438590764999 3.7992287278175345 4.7603412419557563 10.601538449525831 62.788944989442825 10.316312864422796 13.720422536134718
leaf_count=210 59 229 63 218 277 14 37 43 91 99 32 38 234 12 23 104 39 17 103 65 24 156 37 66 26 32 40 413 42 57
internal_value=-4.04446e-06 0.00317769 0.00463138 0.00632746 0.00928871 0.000414438 0.00280211 -0.0147116 0.00463919 -0.00589459 -0.0160412 0.00805978 -0.00965676 -0.0112527 0.0145278 0.00835119 -0.00620019 -0.00970286 -0.00910635 0.00793187 -0.00598926 -0.00368453 -0.00686831 0.0037893 -0.00439107 0.00144079 -0.00637178 -0.0196214 -0.0107718 0.0080805
internal_weight=715.568 588.299 546.93 488.896 325.756 163.139 145.549 127.269 119.77 45.5219 41.369 91.0791 58.0343 43.3695 180.207 55.2382 14.3435 10.959 23.1459 96.6241 54.4697 48.939 40.8004 59.3727 20.4289 29.8023 15.3619 81.7473 18.9583 38.9439
internal_count=2900 2172 1930 1633 981 652 538 728 422 214 242 284 297 230 443 166 62 55 117 305 254 217 193 214 91 115 72 514 101 123
is_linear=0
shrinkage=0.014519


Tree=3
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 2 2 1 2 2 2 1 0 0 0 1 0 1 2 1 2 0 1 0 2 1 2 2 2
split_gain=131.732 64.4835 51.6194 46.1903 39.1429 30.5073 22.2901 19.9891 18.4158 18.2984 22.9631 16.1537 9.35367 10.7847 25.7169 9.95193 8.8921 11.4344 9.82135 9.41163 9.04181 16.559 8.76902 15.3744 11.5277 20.5303 8.67415 11.3945 8.09854 10.2203
threshold=0.5726475255500002 0.42314601355000009 0.39167988980000007 0.53136133645000017 0.47727612945000003 0.34518427590000006 44.710446918150005 42.049402686800001 0.50663153795000015 38.238138001450004 45.90502654165001 48.315732392000008 0.37138109635000011 0.51243974730000008 0.50356276755000018 0.48543456785000005 0.39971857130000005 0.54511840960000013 0.43590012275000006 42.072181850200003 0.45206730335000006 39.468990633150007 0.51589772760000019 0.38733870245000007 0.48218616210000004 42.852084787850011 0.49242537650000007 39.995120105550008 44.215931556700006 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 28 5 -3 26 12 -8 -5 16 -1 15 14 -14 -6 -11 -18 19 -19 -20 -22 24 -24 25 -9 27 -2 29 -4
right_child=6 2 3 9 7 -7 8 22 -10 10 -12 -13 13 -15 -16 -17 17 18 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015345169345933827 -0.016497577888286184 0.0037862778506935701 -0.011110579301599657 -0.0073496990769228651 0.0083508374456497426 -0.011140726364603615 0.001017464489301171 -0.012556275160184087 -0.014311072389327448 -0.0090507803101390512 -0.013068789490800037 0.002032610176505056 0.012875596118462113 0.0082531146095249676 -0.024314614907385759 0.014389513640037184 0.010335512373139077 0.00022283847141517027 0.009910747708214717 -0.018445303624480287 0.011460756755100228 -0.013234442028765225 -0.014378002474734556 0.010403583985595946 0.0085165187411733248 0.0070669618255993927 -0.017992384586142118 -0.0043962406972747389 -0.019522512790358899 0.0089336322238674406
leaf_weight=31.635290920734406 20.205414116382599 52.667267456650734 27.162628337740902 24.503192931413651 69.818823263049126 26.509596467018127 29.588247776031494 11.381326124072077 15.321251958608626 5.5342487543821326 9.9416487514972669 8.807137802243231 4.9390954673290235 39.770327270030975 4.648430198431015 70.782925739884377 41.188665524125099 16.62860690057278 25.688513681292534 4.3980963677167884 6.7035947293043119 7.3107249885797501 8.5245945602655393 5.1855366975069037 44.298632279038429 17.310179978609085 39.432699084281921 19.881591811776161 12.489548727869986 3.7255552709102622
leaf_count=210 139 183 158 128 192 150 115 65 99 30 60 32 11 111 31 142 106 65 67 31 18 41 50 16 125 55 280 95 85 10
internal_value=-5.52411e-06 0.00226203 0.00329514 -0.00156248 0.00582438 -0.00121151 -0.0106036 0.00783797 -0.00421199 0.00157049 0.00343237 -0.0115608 0.00989882 0.0056485 -0.00515576 0.0113909 0.00495908 0.00571983 0.00258933 -0.00368192 0.00591059 -0.00142177 0.00332265 -0.00500495 0.00488687 -0.00071717 -0.0142132 -0.0104958 -0.0118111 -0.00869296
internal_weight=705.983 581.554 541.112 185.275 355.837 79.1769 124.429 276.66 44.9095 141.897 117.394 40.4424 189.96 49.3579 9.58753 140.602 107.452 101.918 60.7295 21.0267 39.7028 14.0143 86.7003 13.7101 72.9901 28.6915 79.5197 40.087 43.3777 30.8882
internal_count=2900 2172 1930 799 1131 333 728 798 214 546 418 242 487 153 42 334 358 328 222 96 126 59 311 66 245 120 514 234 253 168
is_linear=0
shrinkage=0.0113486


Tree=4
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 2 2 2 1 1 2 0 1 1 0 0 0 1 0 1 1 1 0 1 0 1 0 2 0
split_gain=110.41 51.939 48.1156 35.5803 32.3374 24.9838 22.3961 18.1733 16.7684 16.0397 14.1249 13.929 11.1882 16.2231 7.89589 8.82447 20.8948 8.67811 7.84315 21.2867 7.74323 7.41812 13.2285 7.35025 15.0329 7.16372 13.4228 9.61019 13.5665 13.0599
threshold=0.5810754169000002 0.42314601355000009 0.39167988980000007 0.53136133645000017 0.47727612945000003 0.34518427590000006 38.238138001450004 42.406961525800007 42.049402686800001 0.48544953745000008 0.39971857130000005 44.921040431000009 0.54910032635000017 0.43166372265000008 0.37138109635000011 0.51243974730000008 0.50356276755000018 0.48543456785000005 0.33672644530000007 0.4447920721000001 0.40621538280000008 0.3447651268000001 0.34500464060000008 0.61532588845000014 0.50663153795000015 0.51589772760000019 0.38042274180000007 0.49588335680000006 43.162556114600001 0.48077901860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 5 18 20 -2 14 -9 -8 -1 -12 -14 17 16 -16 -6 19 -3 -5 -20 -23 -11 -25 27 -27 28 29 -10
right_child=7 2 3 6 8 -7 10 9 25 23 12 -13 13 -15 15 -17 -18 -19 21 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.01592205558297996 -0.016352060269111526 0.0067945826986869342 -0.011421381639046789 0.0028564937243893964 0.007981471779537579 -0.010649338253929377 -0.010396750369713997 0.0025937306615254488 -0.014414027585828848 -0.02165757934300196 0.0081435586115964943 -0.00050852200817346383 -0.012530941224559835 0.0034452634153913086 0.012420477708631892 0.0078833026202511786 -0.022906846723668182 0.013952077719894908 0.010623910871191578 -0.019290805095299887 -0.011992889588001491 -0.015853061829928509 0.01251164128682041 0.0050325146311986212 -0.014503273472466684 -0.021113277373904962 0.0037655663764086531 0.010758576025094826 0.0086572180779374563 0.0026068176316445886
leaf_weight=27.399808049201965 51.761555731296539 12.540824323892595 42.414352416992188 6.4138668328523663 69.018097594380379 26.201928853988647 10.32523690164089 18.283827096223831 10.511410832405092 7.5069240331649771 53.786041125655174 11.930196225643156 10.784898549318312 54.760099172592163 4.8396731466054899 39.336789220571518 4.6574382781982422 69.021501794457436 23.832005977630615 6.8609588742256156 22.237433597445488 4.7387844771146757 4.586971327662468 8.2034621089696902 17.48646491765976 4.6740443855524054 8.9817536324262601 24.282149165868759 21.33239808678627 16.30038620531559
leaf_count=191 368 39 253 24 192 150 60 70 64 52 157 51 63 196 11 111 31 142 62 42 136 28 12 29 119 32 34 63 61 57
internal_value=-8.83392e-06 0.00197333 0.0029145 -0.00173684 0.00556897 -0.00115185 0.000857881 -0.0113703 0.00750827 -0.00636133 0.00296306 -0.0112466 0.00411903 0.000816508 0.00951118 0.00539641 -0.00490425 0.0109668 0.00358282 -0.00242987 -0.00866871 0.00710106 -0.00190158 -0.0112935 -0.00826499 0.00316021 -0.00474985 0.00465164 0.00157152 -0.00406611
internal_weight=695.011 591.769 552.439 200.722 351.717 78.7615 158.308 103.242 272.956 51.4807 129.656 39.33 119.331 65.545 186.874 48.8339 9.49711 138.04 52.5595 19.4018 28.6513 33.1578 9.32576 33.1969 25.6899 86.0821 13.6558 72.4263 48.1442 26.8118
internal_count=2900 2262 2020 889 1131 333 636 638 798 270 476 242 416 259 487 153 42 334 183 81 160 102 40 200 148 311 66 245 182 121
is_linear=0
shrinkage=0.0119063


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 2 2 0 2 0 0 0 2 1 2 1 0 1 2 2 2 2 2 0 2 0 1 1 1 0
split_gain=92.5645 45.5358 47.5135 31.4395 19.6422 18.8549 17.8139 14.6631 14.626 11.8262 11.6193 11.0082 10.8802 10.8482 14.8872 8.86505 8.57266 7.69011 9.2831 7.68939 7.65922 7.43886 13.4346 7.25393 6.44176 13.1979 8.04209 6.20524 8.25153 6.14045
threshold=0.5726475255500002 0.47305469895000007 44.527357125550004 0.38906020780000011 41.621607100200002 38.238138001450004 44.710446918150005 0.68186581240000022 48.680511450650009 0.41932876265000008 0.53592706805000012 0.48759019190000008 49.275256100300005 0.34392682850000006 41.919251152600005 0.39135055835000004 0.5810754169000002 0.49242537650000007 39.995120105550008 44.086690780350004 40.922041107600009 48.988717865950008 47.833738492450003 0.54511840960000013 34.997818021800008 0.54384599265000022 0.44751654140000008 0.32272985840000007 0.33672644530000007 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 24 17 12 9 -1 15 -6 -8 14 27 -7 -14 18 -2 -17 -20 22 -4 -12 25 -5 -26 -11 -29 -18
right_child=6 2 21 5 11 10 7 -9 -10 13 23 -13 16 -15 -16 19 29 -19 20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.018146498835010464 -0.01961064137304009 0.012272762399794543 -0.01284455969933937 0.017500596731941449 0.00042787046868374075 0.007979202643362519 0.008125078616363305 -0.022716099785678599 0.0081324234696141737 0.017004090545695186 0.011535429642899232 0.010512960421024108 0.0060422155278663419 -0.017146029480888603 -0.020477548241504582 -0.010405976013994882 -0.026064431397758523 -0.021685107042417901 0.0095865309081653027 0.012790266474193389 -0.0109234043092748 -0.020519284535349722 0.0085688310368580902 0.0029258885364157579 -0.016781415185163358 -0.016548614064977717 0.0059474037922466142 -0.014591004506834036 0.0098878599394246827 -0.0045052813977791446
leaf_weight=28.489949405193329 18.568232148885727 161.79718007147312 23.445783734321594 5.3533680886030179 70.03044418990612 11.436085864901541 17.482834488153458 8.2025435417890531 10.795367762446402 7.5977119207382264 35.930590823292732 37.908555403351784 6.0858889818191555 12.19390895962715 6.1907109618186942 26.735429987311367 6.3721073865890485 35.856751665472984 5.9200256466865566 3.6964562684297553 13.741766378283499 12.285845220088957 9.2984975427389127 58.356282457709312 21.45664939284325 5.0058165639638901 4.2359244972467414 5.3083903491497022 7.6228281259536743 5.6764394193887711
leaf_count=203 139 412 136 14 282 34 59 61 34 18 93 104 22 80 38 153 44 280 21 10 74 84 32 215 131 31 18 28 22 28
internal_value=-1.46697e-05 0.00251993 0.00423459 0.00573762 0.0089502 0.000705592 -0.012164 -0.00454515 -0.00815788 -0.0107669 0.0032723 0.00396979 -0.000360433 -0.00536412 1.27363e-05 -0.00333617 -0.00854105 -0.0166703 -0.0119668 -0.00758841 -0.00474801 -0.0105167 -0.00676373 0.00620679 -0.00898798 0.00104717 -0.0130341 0.00619179 -0.000160951 -0.0159073
internal_weight=683.078 565.172 486.973 441.943 269.736 172.207 117.907 43.8198 78.1989 67.4035 136.155 107.939 35.6173 38.9136 26.7196 41.868 18.1344 74.0868 38.23 30.4319 19.6618 45.0301 32.7443 94.2869 36.0518 10.3592 25.6926 20.5289 12.9312 12.0485
internal_count=2900 2172 1749 1497 798 699 728 214 423 389 505 386 153 186 106 197 94 514 234 163 95 252 168 308 194 45 149 68 50 72
is_linear=0
shrinkage=0.0150745


Tree=6
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 2 2 2 1 2 2 2 1 1 0 1 1 1 0 1 0 2 1 1 1 2 1 2 1
split_gain=96.4093 47.6519 46.1235 26.9897 28.621 23.9749 18.9481 18.3151 17.8645 14.2856 14.2195 12.4167 11.4638 11.1999 10.95 10.7339 17.5351 16.4467 9.5397 9.02688 8.30364 8.13754 7.55088 7.50444 21.9558 7.35177 7.66864 7.61507 12.8966 7.55188
threshold=0.5726475255500002 0.43780126340000008 44.215931556700006 0.39078171310000004 0.48181192180000004 0.53592706805000012 48.315732392000008 44.710446918150005 42.178283198950005 0.50663153795000015 38.238138001450004 43.279086095950007 43.968221017800005 0.40621538280000008 0.35585760905000008 0.50579323975000012 0.37668033890000002 0.37138109635000011 0.3447651268000001 0.48119816770000007 0.43166372265000008 0.54511840960000013 51.779769178100004 0.39584144190000009 0.39458399450000009 0.43590012275000006 42.072181850200003 0.45206730335000006 39.468990633150007 0.44578006650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 8 12 -1 -2 14 22 13 18 23 -7 -3 -6 17 -17 -10 -4 -15 -12 -9 24 -5 26 -23 29 -29 -27
right_child=7 2 19 5 15 10 -8 9 11 -11 21 -13 -14 20 -16 16 -18 -19 -20 -21 -22 25 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.013019311337403161 -0.013748240676235351 0.0065143337261499854 0.0023268207660695765 -0.012265910355992175 0.011932546462049486 0.01072011127482329 0.0049810844439750583 0.0043290234351543869 0.0055681597716611408 -0.013761448823557921 0.0099055169513657931 0.005326170455196233 0.010690168526033494 -0.019513525264834658 -0.010617943651104239 0.0056517943559609386 0.0094806342378864969 -0.021112526470806321 -0.012440519293170055 -0.010206842368737808 -0.0025346673298457692 3.8387824760933076e-05 -0.0108008473038278 -0.014852370508892546 0.019261340868085373 0.0033346230448717787 -0.019629937637161306 0.010497989674065965 -0.013330778789957341 0.016884969336928072
leaf_weight=40.494493752717972 74.557954519987106 84.206307232379913 10.875236198306082 12.368647798895838 119.2230439633131 4.9539180546999004 11.224563792347906 23.272123217582706 5.485119670629504 14.462608411908148 35.821608603000641 13.555103674530981 4.5896269083023062 7.8575057536363628 6.0064711868762961 7.591850668191908 39.669116526842117 6.3253587484359741 22.778872475028038 41.934165582060814 9.6389978080987913 16.595437988638881 6.2990213185548773 20.375456988811493 4.5374503135681143 13.196065664291384 3.631019562482833 6.6602220088243467 7.0018305629491806 11.627573326230047
leaf_count=266 514 256 43 74 277 14 37 80 18 99 91 46 12 56 35 23 104 39 133 243 47 65 35 131 13 44 26 18 39 22
internal_value=7.90129e-06 0.00210618 0.00322955 0.00446584 0.00660086 0.000368751 -0.00911269 -0.0100459 0.00230345 -0.003777 0.00321799 -0.00431961 -0.00759174 -0.00555236 0.00537365 0.00988422 0.00532695 -0.00651256 -0.00894562 -0.00762574 -0.0101597 0.00530082 0.00110617 -0.00984238 -0.00380427 0.00249139 -0.00349244 0.00563623 -0.0017143 0.0096817
internal_weight=686.817 568.225 516.506 463.697 304.841 158.855 51.7191 118.592 132.032 44.0338 116.984 41.8191 41.8712 22.4504 90.2128 172.809 53.5863 13.9172 28.264 52.8094 17.4965 94.5338 29.5711 37.2816 16.9061 58.7121 20.2265 38.4857 13.6621 24.8236
internal_count=2900 2172 1869 1583 931 652 303 728 488 214 422 197 230 117 291 443 166 62 151 286 103 305 115 218 87 214 91 123 57 66
is_linear=0
shrinkage=0.0122591


Tree=7
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 2 1 2 1 2 2 0 2 2 1 0 1 1 1 1 1 0 0 0 1 0 2 1 2
split_gain=79.0533 39.5865 32.9119 19.1905 28.588 19.3171 18.6849 16.4739 18.9462 12.1435 11.3393 11.1058 10.6164 9.55839 9.34937 9.17183 9.07488 14.3748 13.0794 7.94398 7.08469 19.9478 6.89272 13.7859 6.68157 6.52408 8.70974 6.04213 5.94756 6.55064
threshold=0.5726475255500002 0.42314601355000009 44.215931556700006 0.39078171310000004 0.48181192180000004 0.53592706805000012 42.178283198950005 0.50663153795000015 39.995120105550008 0.35585760905000008 38.238138001450004 44.921040431000009 0.48119816770000007 43.45354240915001 43.968221017800005 0.40621538280000008 0.50579323975000012 0.37668033890000002 0.37138109635000011 0.43166372265000008 0.39584144190000009 0.39458399450000009 0.53136133645000017 0.5339660489000001 0.54511840960000013 0.37852160115000005 0.51017933595000009 40.421032462050007 0.43590012275000006 42.072181850200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 6 14 9 8 -2 -3 15 -1 -4 -8 20 -7 -6 18 -18 -17 21 -5 25 -24 -12 26 -14 -11 29 -26
right_child=7 2 12 5 16 10 13 -9 -10 27 24 -13 22 -15 -16 19 17 -19 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.016158739779965139 -0.016903459957814001 0.0062716698776816779 0.003233709386642422 -0.012246743258485746 0.011846764292978425 0.010534848407218881 -0.0091343521086847176 -0.016870779452791109 -0.002055036793984953 -0.022907933536196613 0.0097670732041124642 -0.00054219869287121464 0.0059194764327912854 0.0048906965678965708 0.010539847165805531 -0.02020704322332648 0.0054549297613708681 0.0093335823442402543 -0.020480436396532947 -0.0019592538366355839 -0.015077964211219748 0.020351476383308101 0.015069727109977558 -0.010932779098853132 2.5050333816742673e-05 -0.020485578782730437 -0.021645988620778416 0.0021416134204424253 0.0055029626229586206 -0.020091585416826731
leaf_weight=25.350109502673149 21.333489447832108 88.947215393185616 14.199797868728636 12.119819283485414 115.96462605893612 4.9381158202886608 32.891228720545769 40.571184948086739 52.745125278830528 3.9112743288278571 35.036463171243668 11.794865056872366 4.8187470287084597 11.625431716442106 4.5327593237161627 7.5657099485397366 7.4942416995763761 38.93954910337925 6.3489692807197571 9.5276505649089795 19.826119780540466 4.5690985769033423 4.8870664983987835 13.728640437126158 16.594656318426136 14.275532305240629 3.4961186945438385 3.0134623646736145 38.075948506593704 3.4574457406997672
leaf_count=191 168 276 54 74 277 14 178 319 241 29 91 51 17 41 12 56 23 104 39 47 131 13 14 82 65 105 25 14 123 26
internal_value=-5.70622e-06 0.00206053 0.00300633 0.00415956 0.00607894 0.00036197 0.00164628 -0.0100608 -0.00633115 0.00495142 0.00315253 -0.0111999 -0.0066802 -0.00547174 -0.00746942 -0.00542521 0.00976668 0.0051967 -0.00643991 -0.0100359 -0.00970499 -0.00332199 -0.0100966 -0.0041065 0.00518099 -0.0150327 -0.00567087 -0.012007 0.00241674 -0.00344352
internal_weight=672.58 557.931 520.786 465.38 309.136 156.244 140.389 114.65 74.0786 95.872 115.196 37.145 55.4059 44.5167 41.0478 22.0315 168.747 52.7828 13.8432 17.0934 36.515 16.6889 41.2061 18.6157 93.1645 22.5904 8.31487 6.92474 58.1281 20.0521
internal_count=2900 2172 1930 1633 981 652 538 728 409 319 422 242 297 219 230 117 443 166 62 103 218 87 243 96 305 147 42 43 214 91
is_linear=0
shrinkage=0.0132952


Tree=8
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 2 0 2 2 1 2 0 0 0 2 0 0 0 2 1 1 2 0 0 0 1 2 2
split_gain=67.7856 30.4717 36.1279 21.2301 20.6191 19.8633 18.2177 14.1326 11.8122 11.4645 10.0605 9.74752 10.1673 9.04265 7.97299 7.90915 11.1493 10.2712 9.63434 16.4837 7.72521 7.23454 10.7242 8.14943 8.8417 7.99136 6.63467 9.42263 6.59709 7.40338
threshold=0.48627286610000009 0.41932876265000008 0.39167988980000007 0.47727612945000003 0.52646627350000019 37.572218886150004 0.34518427590000006 51.779769178100004 0.52324780695000006 44.921040431000009 40.621691032550004 0.39971857130000005 41.468518788800004 0.54422023290000021 0.52772372085000019 0.51017933595000009 43.45354240915001 0.48543456785000005 0.47778509625000004 0.47886290830000006 42.718072821900002 0.48363821445000005 0.46613873835000008 45.90502654165001 0.58859016195000013 0.60665848330000005 0.54511840960000013 0.43590012275000006 42.072181850200003 39.995120105550008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 -4 13 -3 11 10 -1 -5 12 -7 -6 -10 17 -17 18 -12 20 -20 22 23 26 -25 -24 -13 28 29 -28
right_child=-2 2 4 8 5 7 -8 -9 14 -11 15 21 -14 -15 -16 16 -18 -19 19 -21 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.016423202051903823 -0.013370848154827081 0.0031609369331456203 -0.014764291938386707 0.010215833311957233 -0.00017483744267830705 0.0051312793148579573 -0.010386409832531559 -0.020543170851074748 -0.014060352736286117 -0.00026755550988966776 0.012476282296654276 0.0084663971561879658 -0.01460146602321556 -0.015674709562031604 0.0046937735272494768 0.0055882335806452469 -0.021802558094718226 0.010061439360873475 -0.028184193842690216 0.0029205482363444061 -0.0016750875564178844 0.016695605956434351 -0.017564942010020453 -0.016458138725239324 0.0057719944500466509 0.0033012654071272285 -0.011187761824497924 0.0051049606823045423 -0.01946579863779049 0.0051420859111309131
leaf_weight=22.087104432284832 59.98135070502758 53.370406471192837 20.11327537894249 111.82608717679977 9.6325314491987246 7.234272554516795 25.480394870042801 5.1810725033283225 7.7013238072395316 11.660872101783751 13.192577287554739 42.516788735985756 12.166814893484114 20.367315717041492 8.0613592118024808 6.0515683591365796 4.5034452378749847 54.371406376361847 4.7844424545764914 46.554753258824348 3.1791816204786301 6.1390975192189208 7.95875186473131 7.1805790290236455 5.4818053394556046 5.3210276588797569 8.210092440247541 52.823408238589764 4.3776029199361792 11.694826275110243
leaf_count=180 450 193 140 286 46 33 152 38 43 50 35 122 82 153 29 20 33 142 34 162 14 15 53 48 18 22 46 187 34 40
internal_value=-1.09585e-05 0.00132634 0.0020525 0.00477495 -0.00202491 -0.000782795 -0.00121685 0.000904531 0.00659052 -0.010841 0.00730363 0.00155397 -0.00724352 -0.0106979 -0.00446911 0.00484836 -0.00609843 0.0057948 0.00236873 -7.7142e-05 -0.0176014 0.00267906 0.00208792 0.00322151 -0.00683426 -0.00920414 0.00428593 0.0019808 -0.00481541 -0.00159341
internal_weight=659.206 599.224 565.476 339.077 226.399 206.286 78.8508 176.286 260.226 33.748 244.463 171.105 19.4011 29.9998 15.7627 132.637 10.555 122.082 67.711 54.5184 7.96362 151.704 145.565 132.285 12.6624 13.2798 119.623 77.1059 24.2825 19.9049
internal_count=2900 2450 2220 1143 1077 937 345 738 798 230 726 700 115 199 72 440 53 387 245 210 48 585 570 495 66 75 429 307 120 86
is_linear=0
shrinkage=0.0131813


Tree=9
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 2 0 1 2 2 0 2 0 2 1 2 0 1 0 1 2 1 2 1 1 2 2 1 1 0
split_gain=73.3333 37.3009 37.7956 25.2479 17.9576 16.5966 17.3996 15.9399 14.975 13.6932 12.9922 11.9638 10.8529 9.75238 9.32962 15.0475 9.06306 8.04324 9.67999 7.21682 8.06507 6.80124 7.15622 7.27616 13.0609 6.65125 12.1071 6.62424 7.33218 6.55886
threshold=0.5726475255500002 0.47305469895000007 44.421469061800003 0.38906020780000011 44.710446918150005 41.941595803500007 0.47997065955000012 0.3447651268000001 38.238138001450004 48.315732392000008 0.68186581240000022 43.32600771660001 0.41932876265000008 49.275256100300005 0.34392682850000006 41.919251152600005 0.53592706805000012 0.48363821445000005 0.5810754169000002 0.49242537650000007 39.995120105550008 0.39135055835000004 43.633733172900008 0.39584144190000009 0.39388042275000007 48.988717865950008 47.833738492450003 0.32272985840000007 0.33672644530000007 0.4622167001000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 19 -3 7 -7 -5 12 13 -9 -1 -6 15 27 21 -15 -19 20 -2 -10 23 24 -23 26 -4 -14 -29 -16
right_child=4 2 25 8 10 6 -8 11 16 -11 -12 -13 14 17 29 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.011920087018124238 -0.012341452861905106 0.0072593189689796707 -0.0076322131071193235 -0.0053642661808952947 0.0056924077110416804 0.0092229304880868876 0.0054101586021094248 -0.011993936184521251 0.0046887798256173866 0.0047421550529039283 -0.01414006338757603 0.0023553011474515841 0.011441755808490174 -0.016366353912248874 -0.015583127577827529 -0.014030651663236802 0.0037285122262102001 0.011431730527993839 -0.0069146887395992139 -0.0138132870182445 -0.0029491055303671318 -0.011382500956089652 0.0045894104437881949 -0.013004321897527416 0.00992037033769003 -0.012736189894654776 0.0059355029826478325 -0.0094062660834915886 0.0059550770866674515 0.00092508426664842248
leaf_weight=25.532057285308838 17.457770265638828 173.12616412341595 24.143745422363281 35.159118711948395 17.487822219729424 7.5184297710657111 55.505785331130028 18.026477381587032 11.275769636034964 12.255376502871512 7.5560848116874686 8.681523457169531 7.5393224656581941 4.5633229315280941 8.4925072044134122 6.0808469206094733 93.149085223674774 4.3170581310987464 8.8366461321711522 33.539657905697823 19.537829965353012 6.3516727536916786 6.7660645842552176 11.079874470829962 5.3445252478122711 11.596564464271067 9.144696116447447 5.347023740410803 7.5693447291851044 3.3982703089714041
leaf_count=198 139 460 143 194 59 20 166 114 34 40 61 32 18 32 63 37 308 10 52 280 95 42 25 77 18 84 32 28 22 17
internal_value=3.36624e-05 0.00154141 0.00258399 0.0034953 -0.0073268 0.00544268 0.00193772 -0.0036936 0.000468656 -0.00498195 -0.002192 -0.00732967 -0.00684521 0.000372439 -0.00347333 -0.000161086 0.00199948 -0.00487871 -0.000893377 -0.0104397 -0.00738124 -0.00194627 -0.00447876 -0.00717264 -0.00164825 -0.00618665 -0.00390501 0.00396191 -0.000404099 -0.0108652
internal_weight=666.38 553.084 476.869 431.984 113.296 262.858 89.7322 34.2264 169.126 76.2147 42.7609 26.708 63.9594 35.2048 38.4273 26.5365 133.967 17.717 13.1537 70.5353 36.9956 40.8179 29.5421 22.7761 11.6962 44.885 33.2884 20.4557 12.9164 11.8908
internal_count=2900 2172 1749 1490 728 792 332 166 698 423 214 146 383 153 185 105 504 94 62 514 234 196 162 137 60 259 175 68 50 80
is_linear=0
shrinkage=0.0100422


Tree=10
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 2 1 2 2 0 2 1 1 1 0 1 2 2 2 1 0 0 1 2 0 0 0 2 0
split_gain=59.3472 26.5894 31.4563 18.4552 18.2071 15.4801 15.476 12.0649 11.3655 10.5474 9.92912 8.81942 7.51541 7.0052 26.9738 7.85957 11.3699 7.72916 9.58465 6.68717 13.2335 6.64661 13.1005 6.6601 6.63705 8.41227 15.7673 6.18127 6.15794 5.0909
threshold=0.48627286610000009 0.41932876265000008 0.39167988980000007 0.52877159370000015 0.47727612945000003 0.34524415440000006 37.572218886150004 0.3979222179000001 51.779769178100004 44.921040431000009 0.52324780695000006 40.621691032550004 0.39971857130000005 0.40367054880000008 0.41640968835000008 0.54910032635000017 0.43590012275000006 40.259171735100004 41.755948821900006 44.710446918150005 0.46613873835000008 0.50749977545000013 0.50300889195000009 0.37982395740000008 45.027406014450008 0.61532588845000014 0.63075955810000017 0.52772372085000019 38.115457128050004 0.57600071855000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 28 7 -5 12 -1 11 -6 -8 -14 -15 -16 17 -17 -19 20 29 22 -13 -23 -2 -26 -27 -12 -3 -18
right_child=24 2 3 6 10 -7 8 -9 -10 -11 27 21 13 14 15 16 19 18 -20 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.013812640009104276 -0.014302192802929594 0.0087689697795454054 -0.010094566111600053 0.0099764674012594052 0.0083659092217738627 -0.0087864385044010909 -0.0064843544629806195 -0.011415519624084124 -0.017110286645429722 -0.00021368962310673115 -0.010752860074144997 0.00332637996074501 0.010837892825173844 -0.022036956608489693 0.0068688629720638121 -0.019981166850324267 0.0050747718449237105 0.0074827063846305093 -0.017392450355238679 0.0092494036293554981 -0.01023324852109911 -0.0090501812736510905 0.014512554797886443 0.0078203891954358659 -0.019088896283626568 0.016711032626826775 -0.0084994005985391443 0.0036048021320899356 7.8528650153959767e-05 -0.0045536291695544269
leaf_weight=21.054713256657124 34.18361908197403 14.612204946577547 29.585614047944546 4.0696058124303844 109.80537275969982 23.258270934224129 14.298016458749769 23.75125177949667 4.4617378413677207 11.688306719064711 7.7422081977128974 101.33256661891937 11.49412167817354 6.1247997134923926 39.733302026987076 5.1565611809492102 40.675356358289719 5.2437036931514722 3.3422872871160507 15.325882628560064 11.658721894025801 9.4077161550521833 15.971144273877142 4.5873006135225287 5.3685165569186237 4.2284449636936214 14.411470487713812 8.0704221725463849 40.597338154911995 8.8026653081178647
leaf_count=180 302 41 200 13 286 143 87 175 34 50 43 342 30 45 118 37 132 16 26 44 73 53 31 14 39 10 99 29 161 47
internal_value=8.65184e-06 0.00109627 0.00168509 -0.00164875 0.00390899 -0.000930768 -0.000361648 -0.00828632 0.000963959 -0.00895821 0.00538715 0.00596509 0.0014622 0.0022322 0.00150522 0.00261491 0.000741146 -0.00887227 -0.0022005 0.00246895 0.000769218 0.00395728 0.0048494 -0.00352033 -0.0110532 -0.00642717 -0.00278044 -0.00342502 0.00237861 0.00336178
internal_weight=650.043 591.851 559.108 223.724 335.385 78.4678 194.138 27.8209 166.317 32.743 256.917 241.104 161.855 147.557 136.063 129.938 90.2052 13.7426 8.58599 76.4626 61.1367 131.299 117.304 13.995 58.1921 24.0084 18.6399 15.8126 55.2095 49.478
internal_count=2900 2450 2220 1077 1143 345 877 188 689 230 798 726 655 568 538 493 375 79 42 296 252 440 373 67 450 148 109 72 202 179
is_linear=0
shrinkage=0.0114795


Tree=11
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 2 0 1 2 2 0 0 1 2 0 2 1 0 1 1 1 2 2 1 0 2 2 0 1 2
split_gain=69.5646 34.5937 36.1999 22.181 16.7307 16.0916 15.352 13.9255 13.8253 12.9086 12.3877 10.0947 8.15958 11.6885 7.98098 7.79895 6.95501 6.85006 6.81652 8.75086 6.68624 7.73466 6.36357 6.20794 12.3674 7.69337 7.98103 6.15 6.05789 6.95615
threshold=0.5726475255500002 0.47305469895000007 44.527357125550004 0.38906020780000011 44.710446918150005 41.941595803500007 0.47997065955000012 0.34488488370000009 38.238138001450004 48.315732392000008 0.68186581240000022 0.41932876265000008 0.34392682850000006 41.919251152600005 0.53592706805000012 49.275256100300005 0.48363821445000005 0.58182389750000019 0.45393850480000009 0.46419268885000003 0.49242537650000007 39.995120105550008 43.32600771660001 0.44578006650000007 0.54910032635000017 40.823855932350007 41.468518788800004 0.4622167001000001 0.39135055835000004 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 20 -3 7 -7 -5 11 15 -1 13 -13 28 -6 -17 -18 23 -20 21 -2 -9 24 -16 -26 -27 -14 -10 -30
right_child=4 2 -4 8 10 6 -8 22 14 -11 -12 12 27 -15 18 16 17 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.013631277398590087 -0.014285868681392755 0.0081909949083111607 -0.0073248647719437064 -0.0059650426635806924 0.0059264102235005341 0.007354559255640573 0.0059367237708711634 -0.013058629269909824 0.0053569985166538542 0.0053787270300084625 -0.016347463506697045 0.0038874826800989748 -0.017649792806094206 -0.01480157329320209 0.007406283042221397 -0.018102781844371363 0.010776087233218065 -0.0071724490325860311 -0.016713720499123626 0.0051699612311536551 -0.015865626425036819 -0.003470642445903299 -0.00056044946696063626 0.012158895855920058 -0.013883189913243402 0.011715271718492669 -0.0052762427318087217 0.0011320243549004451 -0.0073585261957961499 0.0078745838020384124
leaf_weight=24.829592697322369 17.193343974649906 172.72253908216953 43.196908973157406 34.83737800270319 17.376710817217827 10.555543661117552 55.680442750453949 16.314008191227916 11.211912408471106 12.251331388950346 7.4325122460722914 20.300570428371433 8.2599506825208646 5.9812133908271781 45.058166787028313 4.3355001509189632 4.5112242698669425 8.4049954488873464 4.650353401899336 5.5139205902814865 32.463292568922043 19.463880762457848 8.5834529846906644 15.126945003867148 6.6181218773126629 6.1363543868064907 10.094592571258543 3.3966948240995398 24.531789854168895 4.9784730374813071
leaf_count=198 139 460 252 194 59 33 167 103 34 40 61 68 63 37 127 32 12 50 27 18 280 95 35 35 37 15 49 17 148 15
internal_value=5.10442e-05 0.00176224 0.00293144 0.00395554 -0.00842678 0.00608328 0.0020886 -0.00395503 0.000628775 -0.00565343 -0.0025838 -0.00780674 -0.00399475 -0.000365776 0.00234405 0.000370385 -0.00522589 -0.000903597 0.00424009 -0.00484225 -0.0119823 -0.00854331 -0.00874986 0.00535186 0.00383553 -0.00320596 0.00114766 -0.0121769 -0.00199528 -0.00478865
internal_weight=662.012 550.83 475.811 432.614 111.181 263.856 91.1334 35.453 168.758 75.0194 42.0609 62.768 37.9384 26.2818 133.921 34.6284 17.2517 12.9162 93.1985 10.1643 69.1205 36.6572 24.8975 83.0342 67.9072 22.8491 16.2309 11.6566 40.7222 29.5103
internal_count=2900 2172 1749 1497 728 798 338 171 699 423 214 383 185 105 505 153 94 62 308 45 514 234 138 263 228 101 64 80 197 163
is_linear=0
shrinkage=0.0117498


Tree=12
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 2 0 1 0 2 2 2 0 1 2 2 2 0 0 1 1 2 0 0 0 2 1 1 1
split_gain=52.7165 23.6837 28.8313 16.3367 15.1005 15.0276 10.3134 9.36985 13.0402 8.18996 10.7844 8.71009 10.2324 7.6466 7.46854 8.55841 7.29152 6.31822 7.10148 13.0989 6.08407 15.8737 6.39581 11.6142 6.02878 6.02596 8.40019 5.90832 6.60604 5.71306
threshold=0.48627286610000009 0.42646926740000007 0.39167988980000007 0.52646627350000019 37.572218886150004 41.919251152600005 51.779769178100004 0.47305469895000007 0.34392682850000006 0.47997065955000012 43.45354240915001 44.269496632500008 47.833738492450003 0.54422023290000021 0.39971857130000005 41.468518788800004 48.315732392000008 45.027406014450008 0.61532588845000014 0.63075955810000017 0.40367054880000008 0.41640968835000008 40.580626202750004 0.57507260265000015 0.52898116820000018 0.4447920721000001 38.703421923500009 0.4211999641000001 0.48363821445000005 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 5 -4 13 7 14 8 25 10 -7 -11 -13 -5 15 -6 -1 -2 -19 -20 -16 24 23 -23 -22 -3 -27 -24 -29 -9
right_child=17 2 3 4 6 9 -8 29 -10 11 -12 12 -14 -15 20 -17 -18 18 19 -21 21 22 27 -25 -26 26 -28 28 -30 -31
leaf_value=-0.012316501299227078 -0.01587781689480192 0.014207882472593516 -0.01337259624390043 -3.104906908075424e-07 0.0047145437517885436 -0.008174510126516819 -0.018486427845057631 0.0088370305378554313 -0.019399570340349781 0.0060329843310685735 0.0037779922206126024 -0.016258810398684383 0.0057661965288085364 -0.01434322941347653 0.011504912003818929 -0.013389677418577781 0.0013038625676829632 -0.020567590390411207 0.01706923091412689 -0.009197375444716922 -0.0016102965319306222 0.0011835692139742209 0.012673787235283833 -0.019122589543474115 -0.023833445535325667 0.0064295080282543264 -0.018547854201835159 0.0021101251254571057 0.016958336432295947 0.0034837642035105694
leaf_weight=27.816481336951256 32.473986335098743 6.3411168158054414 19.135538600385189 9.6285997107625025 7.2776970416307476 30.897290706634521 4.6567442566156378 136.4576651006937 5.337725803256034 55.481171831488609 22.373369306325912 7.3397009745240194 7.1665161103010178 18.995239064097404 11.350160360336302 11.712930627167223 8.9242935627698881 5.153563134372237 4.2383195906877544 14.193551413714884 3.3808578923344594 38.804406978189945 13.714320592582224 5.5322535485029212 5.5324265211820602 6.8362395316362363 3.4995099455118179 65.613640367984772 5.5896660834550849 45.763439163565636
leaf_count=221 302 14 140 46 33 174 38 364 43 170 84 51 26 153 30 82 33 39 10 99 18 150 35 45 41 21 20 254 12 152
internal_value=1.91881e-05 0.00118278 0.00186551 -0.00179464 -0.000696712 0.00433462 0.000761511 0.00651649 -0.00156308 0.00071932 -0.00315453 0.00366789 -0.00537778 -0.0095185 0.00129343 -0.00645167 -0.00900813 -0.0121266 -0.00696171 -0.0031575 0.00227716 0.00151912 0.00268613 -0.0013502 -0.0154041 0.00414581 -0.0020274 0.00479355 0.00327575 0.0074926
internal_weight=641.218 585.159 548.418 220.924 201.789 327.494 173.165 204.236 22.0146 123.258 53.2707 69.9874 14.5062 28.6238 168.508 18.9906 36.7408 56.0594 23.5854 18.4319 149.518 138.168 129.254 44.3367 8.91328 16.6769 10.3357 84.9176 71.2033 182.221
internal_count=2900 2450 2196 1077 937 1119 738 614 98 505 258 247 77 199 700 115 254 450 148 109 585 555 496 195 59 55 41 301 266 516
is_linear=0
shrinkage=0.0131112


Tree=13
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 1 2 2 2 1 2 2 1 1 2 1 2 0 1 0 1 0 0 0 2 1 0 2
split_gain=45.5016 19.461 26.0457 13.6787 13.4201 14.1812 12.2954 13.1806 9.06073 9.03522 9.75753 7.02627 7.46481 7.02116 7.70276 17.9929 10.3977 6.92072 7.09347 6.72264 10.331 7.93381 6.17605 5.96215 7.3701 5.65887 9.26653 6.11176 5.40632 4.82745
threshold=0.50064369330000014 0.41932876265000008 0.39167988980000007 0.48181192180000004 37.186372654950006 0.53136133645000017 0.50579323975000012 0.37982395740000008 44.921040431000009 42.178283198950005 43.279086095950007 0.35585760905000008 40.712530798250008 44.215931556700006 0.39458399450000009 0.39584144190000009 43.968221017800005 0.36000419150000007 39.852039223600009 0.54910032635000017 0.43590012275000006 0.56055207925000017 0.3447651268000001 0.47727612945000003 0.4755546241000001 0.50300889195000009 41.621607100200002 0.35877668335000007 0.52324780695000006 43.812290675100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 9 -4 13 25 17 -1 11 22 -3 -13 14 -6 -16 -17 -8 -19 -7 -21 -22 -11 24 -12 26 27 -5 -9 -20
right_child=-2 2 4 6 5 19 7 28 -10 10 23 12 -14 -15 15 16 -18 18 29 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014952027969263728 -0.01378233310957167 0.0045091850821787497 -0.010359831988063914 0.013629320290997981 -0.018617225677987119 0.0044873061495856494 0.0075337473818423324 0.0089644350626499961 -0.00011904808794693004 0.0028657331416889267 0.0028625140901164161 -0.022314349148184663 0.0070541181455432709 -0.018001260401450305 0.023892676448731352 -0.014853519746604781 0.011180444893770168 0.00054815116883931609 -0.026763012789571879 -0.0095170871151133672 0.0098234588907533359 -0.00084845890697771186 -0.011771902725070347 0.0092885264066605317 -0.01631332844372824 0.015254424621863202 0.0016773567534226423 0.0045316143006713357 -0.0012346841278844014 -0.0086843511901762756
leaf_weight=19.047167949378494 39.263113163411617 87.235018528997898 28.784130074083805 40.01231973618269 5.3178070411086109 58.117955327033997 4.6336812973022488 31.057947382330894 11.607859283685682 6.494750082492831 11.861194461584097 3.6260150521993628 2.6045067980885506 9.8648078516125661 4.0873759835958507 9.8867225050926191 3.6893966346979132 6.0979512184858349 5.0176682323217374 20.635363884270191 14.516721501946448 76.458515278995037 22.667132072150707 12.363986775279043 4.9857690632343283 21.157890230417252 30.189764156937599 19.10829684138298 12.875883273780344 5.339448869228363
leaf_count=180 360 285 215 87 43 204 14 84 50 25 48 31 12 85 9 76 10 22 34 130 41 354 141 35 30 43 103 59 55 35
internal_value=1.20774e-05 0.000931086 0.0014944 0.00389667 -0.00190435 -0.000702901 0.00641307 0.00184726 -0.00933536 0.000988273 -0.00309667 0.00353948 -0.0100376 -0.00866243 -0.0046537 -0.000449808 -0.00777862 -0.0067527 -0.0107757 0.000837437 -0.00106313 0.000854436 -0.0085119 0.00230946 -0.00281247 0.00910056 0.00764269 0.0106889 0.00597533 -0.0174428
internal_weight=628.606 589.343 558.688 327.329 231.359 202.575 175.491 65.0226 30.655 151.838 58.3728 93.4655 6.23052 32.8461 22.9813 17.6635 13.5761 21.0887 16.4551 169.729 111.611 90.9752 29.1619 29.211 16.847 110.468 89.3104 59.1206 43.9338 10.3571
internal_count=2900 2540 2310 1143 1167 952 536 244 230 607 279 328 43 223 138 95 86 105 91 729 525 395 166 113 78 292 249 146 139 69
is_linear=0
shrinkage=0.0132339


Tree=14
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 0 2 2 1 2 2 2 0 0 0 1 1 2 0 0 0 0 0 1 1 1 1 1 0
split_gain=39.199 20.0478 21.5869 17.4061 15.4758 14.209 13.1858 12.5207 11.3294 11.1344 8.74373 10.8809 7.36917 10.7869 6.64278 12.0808 6.35935 9.27055 8.05593 7.51189 6.25733 10.0218 6.05184 5.73585 11.1386 7.05835 5.3519 13.4603 5.33133 5.21968
threshold=0.46613873835000008 49.110028829250005 0.47305469895000007 44.710446918150005 0.37138109635000011 0.51243974730000008 0.48543456785000005 39.468990633150007 48.680511450650009 0.48627286610000009 45.673096293200011 37.797539186950011 38.703421923500009 0.56369569775000017 0.61532588845000014 0.68186581240000022 0.38906020780000011 0.4410796084000001 34.997818021800008 0.52772372085000019 0.47470135625000004 0.47670728420000003 0.47577916830000005 0.52428071015000011 0.39971857130000005 0.39584144190000009 0.40621538280000008 0.41640968835000008 0.30560462260000004 0.52898116820000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -2 6 10 7 -4 28 -5 11 -6 13 16 -11 -16 -7 18 -18 -20 -9 22 -22 -14 25 -25 -26 29 -1 -28
right_child=3 -3 4 9 5 12 -8 20 -10 14 -12 -13 23 -15 15 -17 17 -19 19 -21 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.017299001408487762 -0.014826524935551902 -0.013042243735920573 0.013197582698044129 0.013149290194298446 0.0035013778911327001 0.0088619137054183096 0.0095911927523957378 0.014590984808266632 0.011617466899878092 -0.020385626168065402 0.00961823767770747 -0.021973109685740413 0.0089619783475963048 -0.01535375574097444 0.0061638921932609652 -0.017557278175989368 0.0084364180715771515 0.017817292717100943 -0.020587476493858885 -0.0040409059383365517 -0.0038240850639068543 0.0017063352115067828 -0.024141547978110856 -0.0010948439642850959 0.013645533189161091 -0.016192742201639576 -0.00099310205560661788 0.0041920236774712219 -0.005779841531738392 -0.023645366682131064
leaf_weight=8.933261036872862 44.183406032621861 17.785441525280476 18.477334037423134 7.5381715893745449 4.331802204251292 11.507752835750578 87.361456379294395 6.0555404871702185 6.4567266553640357 4.8304021507501629 3.2511419132351866 11.657585024833677 24.836029976606369 10.561560869216917 11.433564744889738 6.2571744546294203 6.472721695899966 3.6607214659452429 7.1974999010562923 18.328349895775318 7.0238233804702741 96.057865135371685 4.5505565255880356 16.738158062100414 9.276092663407324 8.9520303159952146 3.2345275208353987 95.345618352293968 49.52269770950079 4.700659804046154
leaf_count=91 416 128 42 19 15 31 237 15 17 39 12 85 81 91 50 61 25 11 51 100 35 355 33 85 22 67 18 334 298 36
internal_value=7.55943e-06 0.00128805 0.00177399 -0.00934528 0.00282041 0.000411986 0.00545402 0.00271934 -0.00563463 -0.00128855 -0.0108997 -0.0150716 0.00139763 -0.00281645 -0.00612111 -0.00222623 -9.11766e-06 -0.00287192 -0.00523882 -0.00870653 0.00101635 0.000252617 -0.0118121 0.00288935 0.0017984 -0.00635587 0.00365955 0.00276266 -0.0075402 -0.0144119
internal_weight=616.52 542.277 524.492 74.2427 459.579 240.052 219.527 132.165 64.9127 30.0593 19.2405 15.9894 220.812 57.7286 22.5211 17.6907 47.167 35.6593 31.9986 25.5258 113.688 107.632 11.5744 163.083 138.247 25.6902 112.557 103.281 58.456 7.93519
internal_count=2900 2315 2187 585 1781 1064 717 480 406 169 112 100 952 309 150 111 218 187 176 151 438 423 68 643 562 152 410 388 389 54
is_linear=0
shrinkage=0.0137245


Tree=15
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 0 1 0 1 0 0 0 1 1 1 0 2 0 1 0 1 1 0 2 2 1 1 0 0 2
split_gain=34.7881 15.4344 14.5056 14.0511 12.2503 10.9606 6.13367 5.80551 11.3939 6.25713 5.23992 4.87631 8.27946 5.43917 12.1939 7.83504 4.75547 4.67482 12.5856 4.64307 14.1571 4.5421 6.60363 7.21355 6.12672 6.05864 5.68789 5.44178 14.7365 4.41769
threshold=0.50064369330000014 31.796797363700005 0.30560462260000004 0.39167988980000007 41.919251152600005 0.52877159370000015 0.34632196640000007 0.51017933595000009 0.37982395740000008 0.50300889195000009 0.63514565435000014 0.47997065955000012 0.34518427590000006 0.34193587020000005 0.31810424840000007 0.47577916830000005 48.315732392000008 0.61532588845000014 0.48627286610000009 0.47305469895000007 0.34392682850000006 0.37138109635000011 0.48607826115000008 39.468990633150007 40.12915366295001 0.35877668335000007 0.36927038110000004 0.51243974730000008 0.50356276755000018 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 19 -5 11 9 -9 -8 17 12 13 14 16 -15 -6 18 -7 20 -4 22 23 -21 -25 -24 -27 28 -23 -26
right_child=-2 2 3 5 6 10 7 8 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 21 -22 27 25 24 29 26 -28 -29 -30 -31
leaf_value=-0.011355168863169982 -0.010569389254251211 -0.013463328578029283 0.0042485618855219714 -0.0076838211830343806 -0.0088348123404499296 0.00034150591903893814 0.0020251867950143929 -0.014238799971131406 0.0045088291123793938 0.011263459568907199 -0.012002468587269393 0.0023326128998619848 -0.010289460177049521 0.010615206722986902 -0.018442810254168333 -0.0042225236277438653 0.0042593749356127399 0.0080322919759045729 -0.015283567319241874 0.010174495180104893 -0.014934475518979822 0.0084620742567539289 0.013102775309983987 -0.0061730409585776897 0.008900877113803031 0.001317639829513243 0.01197871990216476 0.0038516003328930037 -0.020272088069198599 0.0017111383468238859
leaf_weight=12.544627375900744 35.14287618547678 8.2740274593234044 21.377745449543003 26.00550089776516 4.7690843045711544 173.18178975582123 27.69786524772644 6.3507633283734348 10.006848283112047 12.868838101625441 4.3415196985006324 22.139636009931564 16.320008635520935 9.0400330722332018 5.6615198254585257 8.074779309332369 10.969715073704718 8.6309038102626783 6.4065907746553412 17.709840588271618 5.8784913197159758 4.269068315625189 23.897489473223686 8.8725936636328679 14.09208584576845 15.590176783502104 9.7472750842571241 33.340312391519547 4.2871184349060059 37.489891842007637
leaf_count=108 360 91 83 198 38 790 107 46 37 30 31 76 107 24 40 41 36 37 56 41 55 11 48 38 35 53 21 106 30 126
internal_value=1.52591e-06 0.000653454 0.000923768 0.00114059 0.00256492 -0.00101286 1.11557e-05 0.00273579 -0.00276985 0.00495581 -0.000111944 -0.00200376 -0.00375457 -0.000985542 -0.00466461 0.00361476 0.000291646 0.000162327 -0.000215899 0.00430465 0.000111259 0.00497978 0.00600808 0.00402997 0.00222996 0.00914849 0.00541894 0.0018529 -0.00593532 0.00367536
internal_weight=604.979 569.836 557.292 549.017 330.451 218.566 133.899 56.9243 16.3576 40.5667 192.561 76.9748 54.8351 38.5151 21.4003 17.1148 15.7388 188.219 179.588 196.552 27.2562 169.296 127.399 78.1644 60.4546 49.2349 25.3375 41.8965 8.55619 51.582
internal_count=2900 2540 2432 2341 1229 1112 582 220 83 137 914 362 286 179 114 65 74 883 846 647 138 509 362 240 199 122 74 147 41 161
is_linear=0
shrinkage=0.0109474


Tree=16
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 0 2 2 2 0 2 1 2 0 0 0 2 0 2 1 1 0 1 0 0 0 2 2 1
split_gain=41.4848 20.047 20.1382 12.4138 13.5805 8.55501 17.9314 10.7142 8.63081 8.43718 7.55708 7.53957 7.23296 7.21087 6.15786 5.92369 9.51445 5.84497 7.91862 6.11309 6.11772 5.97244 7.45439 4.90254 17.0481 7.3291 7.85953 6.53478 6.9134 4.84752
threshold=0.5726475255500002 0.42314601355000009 44.269496632500008 39.995120105550008 0.50663153795000015 0.38906020780000011 0.48181192180000004 42.178283198950005 38.238138001450004 43.45354240915001 0.47943175355000006 44.921040431000009 0.35585760905000008 40.712530798250008 0.52215502530000013 0.53136133645000017 0.5339660489000001 34.997818021800008 0.54384599265000022 36.372781240150012 0.44751654140000008 0.40367054880000008 0.52877159370000015 0.41917906650000009 0.54317236010000014 0.54910032635000017 0.55481871800000016 43.874475754150005 42.37975859965001 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 11 5 -2 -5 6 7 12 17 -9 -4 -1 -3 -14 -10 -12 -17 18 -7 -19 21 22 -21 24 27 -25 -27 28 -16 -28
right_child=3 2 10 4 -6 8 -8 9 14 -11 15 -13 13 -15 23 16 -18 19 -20 20 -22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=-0.0098725552724994742 -0.011212989750617497 0.0034065966994239788 0.002296066880621369 -0.00076835638332871923 -0.0099701658787316114 0.010585293173299133 0.005714866786188968 -0.0058173068516902734 -0.0071751569663493393 0.0036496075912304761 -0.0099032685791322333 -9.6818052788225092e-05 -0.016447818764514888 0.0048104794881976987 0.0022166858146077128 0.00923640886645773 -0.0067004866434864727 -0.01491277660760611 -0.0071992065726877493 -0.010421456784801516 0.0082140630250648015 -0.013702136347691494 0.0074884431248116428 0.0075714530278558406 -0.018914514273196549 -0.0098101559877009428 0.0051464090770994642 0.012780976970324688 -0.0083239980762405477 -0.001997386594214186
leaf_weight=20.327253721654419 27.798284038901329 85.148151844739914 12.642639204859732 49.426726266741753 21.677484400570393 5.2211635410785657 142.13798968493938 31.492552109062672 7.0194911137223235 12.298988863825796 20.403769172728062 11.666510909795759 3.5539893954992285 2.5928039029240608 31.813692480325699 4.9037892073392895 12.467907980084417 5.9677771925926235 4.2806977704167366 4.224993012845518 3.3546139597892752 6.034950152039527 4.518438532948494 28.546243742108345 4.1992461308836928 5.2824470400810233 26.786797866225243 4.3689095452427855 7.1621257066726676 13.382703870534895
leaf_count=191 281 276 49 241 206 14 399 177 43 44 148 51 31 12 130 14 80 46 31 28 12 49 16 73 32 30 82 9 49 56
internal_value=3.49241e-05 0.00112588 0.00161144 -0.00572086 -0.0035737 0.00227721 0.00331164 0.00078296 0.000508821 -0.00315849 -0.00419062 -0.00630784 0.00267356 -0.00748077 0.00165205 -0.00636158 -0.00220172 -0.0038651 0.00257317 -0.00640342 -0.00360289 -0.00628528 -0.00116596 0.00216185 -0.000266792 0.00372226 0.00130476 0.0015398 0.000279749 0.00276641
internal_weight=620.703 521.801 489.807 98.9025 71.1042 439.389 277.224 135.086 162.164 43.7915 50.4181 31.9938 91.2949 6.14679 128.562 37.7755 17.3717 33.6026 9.50186 24.1008 18.133 14.7784 8.74343 121.542 47.544 73.9982 45.4519 43.3447 38.9758 40.1695
internal_count=2900 2172 1930 728 447 1639 939 540 700 221 291 242 319 43 504 242 94 196 45 151 105 93 44 461 220 241 168 188 179 138
is_linear=0
shrinkage=0.00969289


Tree=17
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 1 0 2 2 1 1 0 1 0 1 2 1 2 1 0 2 2 1 1 1 2 1 2 1 2
split_gain=31.928 14.5113 13.3079 13.4855 11.0281 10.3497 8.91793 5.91521 6.67383 6.38951 10.9908 6.12487 5.50587 5.05936 8.61689 6.67551 7.25803 6.43153 8.16053 10.6014 6.04097 12.0047 5.9133 11.6553 5.73073 5.39876 8.50476 4.76874 6.0202 6.71545
threshold=0.50663153795000015 31.796797363700005 0.30560462260000004 0.39167988980000007 41.919251152600005 0.39388042275000007 0.51243974730000008 51.779769178100004 37.186372654950006 0.39584144190000009 0.3982365797500001 0.6003263375500002 0.34581299960000006 0.54910032635000017 0.43590012275000006 44.215931556700006 0.41865513010000005 43.633733172900008 0.41917906650000009 0.54095685760000012 41.169697216150006 40.259171735100004 0.45393850480000009 0.45664800455000004 0.44705248345000009 44.710446918150005 0.46613873835000008 43.509905336500005 0.34193587020000005 48.315732392000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 8 -8 -10 -11 -9 27 15 20 17 -17 18 19 -12 21 -15 24 -24 -16 26 -25 -6 29 -29
right_child=-2 2 3 5 12 6 7 11 9 10 13 -13 -14 14 22 16 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.01182133075184431 -0.012135660955798416 -0.014320212404945605 0.0044432775791376274 -0.015974604999736585 -0.0054261495491586126 -0.016223076475101437 -0.0062034970454770003 -0.015517936215741882 0.011474363625582209 -0.012685014096267159 0.0027092386422318338 0.006521637806411941 0.0024125891365072987 -0.013603895793216485 -0.00025642720071707115 0.0025355138694337143 -0.019357977588827794 0.016663542373085812 0.0079263967296792776 -0.018711078102813101 -0.017961239861105864 0.011381282813236649 -0.022179899604806402 0.0045684674205892358 0.0086344092144401991 0.0051011591953282493 -0.008821274657368124 -0.012635845781746934 0.0072293092105489478 0.0020319409873894231
leaf_weight=12.765332475304602 28.705041982233524 7.8839395716786376 194.33729508519173 6.3440841510891905 34.448980487883091 5.0231671258807173 20.936314381659031 6.6187370643019658 7.5388282760977736 8.5396824702620489 13.68179699778557 2.3920211941003799 67.043969467282295 6.3767147436738032 19.788089573383331 5.6893427297472936 3.3537630662322044 6.2242418825626364 27.290262155234814 4.2103693187236777 5.8381842896342269 4.6218009740114212 3.6312977820634833 11.102199688553812 20.638343006372452 16.749581128358841 16.336644873023033 6.8376592025160852 12.645076557993887 11.9523748755455
leaf_count=114 319 91 647 56 182 46 156 63 28 69 54 10 265 45 79 28 25 13 76 28 47 12 25 44 59 59 125 53 39 43
internal_value=1.21223e-05 0.000622981 0.000907631 0.00112584 0.00265112 -0.00111336 -0.000678042 -0.000308945 0.000107379 0.000834903 0.000374123 -0.00966725 3.10417e-05 0.00104783 -0.000517411 0.00376877 -0.005584 0.00541405 0.00386434 -0.00233137 -0.0082562 -0.00310461 0.000959092 -0.00185048 0.00428249 -0.00017986 -0.00340357 -0.00239243 0.000932145 -0.00330564
internal_weight=599.545 570.84 558.075 550.191 327.265 222.925 216.581 211.558 202.547 181.611 174.072 9.01076 132.928 165.533 105.083 60.4498 9.04311 51.4067 45.1824 17.8922 16.8367 10.9985 88.2462 47.8197 40.4264 44.1884 27.4388 65.8841 31.4351 18.79
internal_count=2900 2581 2467 2376 1229 1147 1091 1045 972 816 788 73 582 719 495 224 53 171 158 82 104 57 391 253 138 228 169 317 135 96
is_linear=0
shrinkage=0.0118044


Tree=18
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 2 2 1 1 2 0 1 2 0 1 0 0 2 2 2 1 2 2 0 2 0 1 0 2
split_gain=32.8485 13.8306 17.1472 10.438 10.5037 10.3522 7.8209 6.667 7.77208 12.4985 8.96101 5.68417 9.06293 5.38825 5.38436 8.64131 6.579 5.06148 6.31264 6.35393 4.86712 4.53345 4.44298 7.88078 4.17546 5.00299 3.99219 7.47019 6.8375 6.25936
threshold=0.50064369330000014 0.41932876265000008 0.39167988980000007 37.186372654950006 0.53136133645000017 42.178283198950005 44.921040431000009 44.215931556700006 0.39458399450000009 0.39658992245000008 43.968221017800005 0.47305469895000007 0.32272985840000007 42.428475018400007 0.54910032635000017 0.43590012275000006 0.56055207925000017 0.47727612945000003 48.852845034800005 42.773538294100007 39.530201452500002 0.34307356065000005 43.57842012870001 44.086690780350004 0.56859076075000015 34.997818021800008 0.50579323975000012 0.37668033890000002 0.48543456785000005 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 24 7 11 -1 8 -5 -10 -11 12 -3 -7 -6 -16 -17 18 19 -15 21 -14 -21 -24 25 -4 28 -28 29 -13
right_child=-2 2 3 4 14 13 -8 -9 9 10 -12 26 20 17 15 16 -18 -19 -20 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.013838059248838713 -0.012439527271349751 0.011431611583311326 0.0027275164903346324 -0.017900608753564955 0.0040893495570333508 -0.010164130155627794 0.000233375792289938 -0.017048174127009645 0.019126940886712754 -0.013426100172523757 0.011130226269842666 0.011266544854760667 0.0039359469311054602 0.0049139075011297214 -0.0087166872374096326 0.0089741043952660197 -0.00071205562699478905 0.0026846527505443771 0.012756682745667963 -0.016726985846426151 -0.015403903864512019 -0.012233996991906582 0.0072619798272501737 -0.01488449000548797 -0.016089326643029245 -0.011480631272172902 -0.0085979280418099768 0.0049596572667399488 0.010219354605855919 0.0024331592466477125
leaf_weight=16.758845098316673 34.064267195761204 7.5842713117599514 7.4577472582459512 5.016307055950171 56.402439206838608 8.385013595223425 11.295318290591238 8.8943777307867986 4.5537206679582622 8.6655346900224668 3.5904449671506873 17.476532258093357 9.4140611588954943 6.8505086526274743 19.715122148394585 14.286212667822836 74.175668276846409 69.408117331564426 3.4989748299121848 8.6284718737006205 5.8308357074856749 4.3216788321733466 5.3051353394985181 5.687762051820755 9.6085246726870519 9.7932553589344007 8.6714781001210195 34.825862646102905 58.002512335777283 63.480361476540565
leaf_count=180 360 20 38 43 204 46 50 85 13 72 10 42 32 31 130 41 354 261 9 62 40 34 18 36 106 71 42 109 148 213
internal_value=2.66897e-05 0.000774864 0.00124011 -0.00154488 -0.000494232 0.00318959 -0.00817254 -0.00751003 -0.00362311 0.000637541 -0.00623221 0.00488216 -0.000697413 -0.000102572 0.000815336 -0.000891703 0.000852217 0.000746363 -0.00374243 -0.00592324 -0.00539879 -0.00115161 -0.00970686 -0.00419668 -0.00918431 -0.00533833 0.00571244 0.00225686 0.00679412 0.00434006
internal_weight=601.649 567.585 539.531 222.159 195.3 317.372 28.0542 30.7204 21.826 16.8097 12.256 209.608 27.1508 107.764 164.579 108.177 88.4619 99.379 29.9709 26.4719 19.5666 13.7357 19.6214 10.9929 26.8595 17.251 182.457 43.4973 138.959 80.9569
internal_count=2900 2540 2310 1167 952 1143 230 223 138 95 82 680 126 463 729 525 395 417 156 147 106 66 116 54 215 109 554 151 403 255
is_linear=0
shrinkage=0.0130702


Tree=19
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 1 2 2 1 0 0 1 1 1 0 1 0 1 1 0 1 0 0 1 2 2 2 0 1
split_gain=33.7109 13.9129 17.5712 10.5482 10.1183 9.2934 7.97994 7.9349 7.22318 6.31295 9.73739 5.28365 11.6106 4.87178 6.10054 4.59288 8.87404 6.46228 5.22812 10.3829 8.21905 6.03523 4.58387 6.23897 10.1711 6.08191 9.72233 12.7656 9.77637 4.74827
threshold=0.50064369330000014 0.41932876265000008 0.39167988980000007 41.919251152600005 0.52877159370000015 32.785955158400007 0.34193587020000005 44.921040431000009 48.461603274950008 0.3447651268000001 0.47727612945000003 0.47305469895000007 0.34392682850000006 0.32272985840000007 0.33672644530000007 0.54910032635000017 0.4355408521000001 0.56055207925000017 0.41753240920000007 0.40621538280000008 0.53484925600000011 0.39584144190000009 0.63514565435000014 0.61532588845000014 0.48627286610000009 44.710446918150005 42.686561923500008 42.406961525800007 0.57944372925000021 0.46613873835000008
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 8 -1 -5 -8 -11 12 13 -3 -15 18 -17 -18 19 20 21 -7 23 24 25 26 27 28 -19 -27
right_child=-2 2 4 6 5 15 9 -9 -10 10 -12 -13 -14 14 -16 16 17 22 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.013203224846847092 -0.011948811427298344 0.011903736408679158 -0.0087923413385806448 -0.02006942407128676 -0.015979121597111113 0.0076759705717226031 0.011040220138531689 0.0002540461660357591 0.0034621457995419299 -0.0075208120093095817 0.0020830054464267664 0.0056240609835677318 -0.017317003055132979 -0.011112298392444823 0.0064377503991910091 -0.0087743643696618356 0.0077400679563229312 0.00046797199093298467 0.0055424109096330262 -0.016007753727038169 0.0085193186605310826 -0.011222073703315835 -0.013942741849868545 0.0095206764974546578 -0.017364077860526017 0.0007686985436062046 -0.018383993686744739 0.01571258532585619 -0.013942810958203806 0.015688541415974505
leaf_weight=16.846749462187294 34.39864981174469 7.2755751907825532 26.043709583580494 5.4526658430695516 5.8587752431631079 3.798629783093932 9.0583522170782071 11.400666251778601 3.2194655984640121 20.388145476579666 83.398706644773483 172.27475598454475 5.0791781917214385 5.2780383527278882 7.3592146039009094 21.596861749887466 14.451919957995413 28.490423858165741 38.720490172505379 6.0150667056441298 14.337702766060827 8.4691147208213788 4.2169540748000136 8.4182571619749051 5.9815653786063185 7.9096259102225286 5.27099286019802 6.4524926692247382 9.824532285332678 5.6923753172159195
leaf_count=180 360 18 200 39 61 16 24 50 11 125 315 516 45 28 22 149 43 126 126 43 46 58 30 36 53 37 33 15 84 11
internal_value=2.62901e-05 0.000750773 0.00119632 0.00306905 -0.00149833 -0.000526681 0.000181909 -0.00777187 -0.0113335 0.00106687 0.000196408 0.00484755 -0.00050512 0.0037831 -0.000892152 -4.93082e-05 -0.00155472 5.75522e-05 0.00244714 -0.00122693 0.00211478 -0.00537041 -0.0012922 -0.000608623 -0.00183339 -0.000373666 -0.00238148 -0.000497315 -0.00322717 0.00701258
internal_weight=602.98 568.581 540.334 318.784 221.549 195.506 121.517 28.2474 8.67213 112.845 103.787 197.267 24.992 19.9128 12.6373 189.647 118.306 96.7091 71.341 32.6205 26.6054 12.2677 82.2572 78.0403 69.622 63.6404 50.0384 44.7674 38.315 13.602
internal_count=2900 2540 2310 1143 1167 967 514 230 50 464 440 629 113 68 50 906 617 468 289 163 120 74 425 395 359 306 258 225 210 48
is_linear=0
shrinkage=0.0124572


Tree=20
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 1 2 0 1 0 2 2 2 0 2 2 1 0 1 1 2 1 1 2 1 0 0 0 2
split_gain=40.8008 19.9167 16.6968 15.5065 13.8706 12.3032 8.60893 8.4318 7.18168 11.6439 6.88956 9.80239 8.73924 10.8897 6.14173 8.39945 5.75041 5.61774 5.90053 11.7028 5.35141 5.11829 6.9269 10.5175 6.94498 5.0488 7.83269 17.3397 7.07676 5.98585
threshold=0.5810754169000002 0.42646926740000007 0.39167988980000007 0.53136133645000017 42.406961525800007 41.919251152600005 0.50663153795000015 38.238138001450004 0.47305469895000007 0.34392682850000006 0.47997065955000012 43.45354240915001 44.269496632500008 47.833738492450003 0.4447920721000001 38.703421923500009 48.315732392000008 0.39971857130000005 0.54910032635000017 0.42194844465000009 0.40621538280000008 44.215931556700006 0.39458399450000009 0.39584144190000009 43.968221017800005 0.37138109635000011 0.51243974730000008 0.50356276755000018 0.48543456785000005 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 5 21 -2 8 -6 20 9 14 11 -7 -12 -14 -3 -16 -1 -9 -19 -20 -5 22 -4 -24 -25 28 27 -27 29 -10
right_child=4 2 3 7 6 10 -8 17 25 -11 12 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.011660453647704455 -0.014603849038136271 0.014622358961827888 -0.018734580395326807 0.004579477022909971 0.00054335870725518885 -0.0079736830007816496 -0.012076509221347856 -0.0078197742256158869 0.012327081243120262 -0.019055935630592196 0.0058531313711221184 0.0037579747325214977 -0.017031988915251161 0.0060906362708527499 0.0064695522938717845 -0.019017247256981899 0.00088586535863483223 0.0065598548379283191 -0.021001029216576737 0.0019462664255808216 -0.009782758638808519 -0.017693531233751985 0.015144502680984943 -0.012384501667038816 0.0090173519718383284 0.010734685526702922 0.005791513298268108 -0.02707586376264837 0.011851518011722 0.0034817816850347631
leaf_weight=25.547738887369633 38.249653108417988 6.3083562105894151 6.0162374973297146 6.2083082050085094 29.924341097474098 30.555124439299107 14.462743416428564 9.1663420423865301 18.08298309892416 5.0780037790536872 54.98284487426281 22.166524559259415 7.56469529122114 7.1427592486143112 6.8789008557796461 3.5289042145013809 8.8796761184930784 49.849415823817253 4.3061372116208068 58.038348384201527 19.003617823123932 9.1723034754395467 4.7627725303173092 12.290867336094378 3.5176844000816336 4.3300125449895841 36.141578570008278 4.4219052642583847 56.34934651106596 58.264890104532242
leaf_count=221 368 14 50 24 137 174 133 60 42 43 170 84 51 26 21 20 33 157 34 225 136 85 13 95 10 11 111 30 134 188
internal_value=0.000110546 0.00145883 0.00213377 -0.00111332 -0.00867643 0.00397359 -0.0035686 0.000821261 0.00603125 -0.00124481 0.000622066 -0.00304117 0.00339336 -0.00580235 0.00416581 -0.00217208 -0.00842445 0.00228947 0.00311541 0.000361295 -0.00624613 -0.00904277 -0.00605839 -0.00235115 -0.00762221 0.00692418 0.00303093 -0.00836909 0.00824133 0.00557679
internal_weight=621.193 538.556 504.129 182.332 82.6367 321.797 44.3871 146.572 199.385 21.7942 122.412 52.7216 69.6903 14.7075 16.7162 10.4078 34.4274 121.36 112.194 62.3445 25.2119 35.7599 26.5876 20.5713 15.8086 177.591 44.8935 8.75192 132.697 76.3479
internal_count=2900 2262 2008 889 638 1119 270 636 614 98 505 258 247 77 55 41 254 476 416 259 160 253 168 118 105 516 152 41 364 230
is_linear=0
shrinkage=0.0134304


Tree=21
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 0 0 2 1 0 1 1 1 2 0 2 1 2 1 1 0 1 0 1 1 0 2 1 2 1
split_gain=64.0898 31.6208 29.2906 17.3891 15.8274 23.2965 18.7409 14.9645 11.545 10.9406 11.8395 10.6302 18.8214 9.92028 9.73457 9.69265 9.33206 9.02486 7.65083 6.72752 6.35618 9.74988 6.18071 12.3264 7.6016 6.95048 6.08423 6.0596 6.86919 5.97707
threshold=0.5726475255500002 0.42314601355000009 44.269496632500008 44.710446918150005 0.39078171310000004 0.48181192180000004 0.53592706805000012 42.178283198950005 0.50663153795000015 0.54511840960000013 0.4355408521000001 0.45393850480000009 0.46208197360000008 48.315732392000008 0.47943175355000006 43.633733172900008 0.35585760905000008 43.279086095950007 0.45206730335000006 0.3447651268000001 0.47886290830000006 0.34521421515000011 0.50579323975000012 0.37982395740000008 0.37138109635000011 0.51484985480000012 40.712530798250008 0.49242537650000007 39.995120105550008 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 27 5 7 15 16 18 -8 -11 -12 -13 -1 -4 29 -3 19 -5 -9 21 -19 -7 24 -24 -26 -18 28 -2 -6
right_child=3 2 14 8 6 22 9 17 -10 10 11 12 -14 -15 -16 -17 26 20 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0094365311987401439 -0.01049796819935863 0.003894236965526409 0.0023690438352940023 -0.0074540189570584557 -0.0029948042085869214 0.0072029824520116036 0.0057360444389493908 0.0020961277395615289 -0.0084721466026283603 -0.0044330793635976766 0.0055731843413168039 -0.017166601154621316 0.0045217047821804555 0.0013829925156346797 -0.0064954230873270017 0.0049407993487262224 -0.014259697346697769 0.0067652419884133043 0.0038829146070216451 -0.0081250299563235002 0.0094851868294722336 -0.01098327034939418 0.0034851923323879932 0.0063523619968457613 -0.015632250461424184 0.00064994168277838918 0.0030318252922998407 -0.011655706857950528 -0.0027954619621194483 -0.010439131037258027
leaf_weight=26.290857180953026 16.698405019938946 87.708583161234856 12.704348877072333 5.7980231195688274 16.496783591806889 112.33885546028614 41.855683043599129 6.3803012371063259 12.881055265665053 27.829973883926868 32.347541585564613 5.0479056239128104 8.0624234676361066 8.7669837176799756 39.474229745566845 6.5561400204896918 3.7856493145227423 4.8259505182504636 22.697123840451241 23.025530412793159 6.0072878599166861 4.7792780995368958 7.4872671812772742 36.503103494644165 4.8074751496314985 3.5256922245025635 2.7080115228891373 31.146646298468113 19.440108954906464 16.980517372488976
leaf_count=210 139 276 49 33 87 277 119 25 99 146 97 34 28 32 242 24 31 14 82 140 14 29 23 97 33 13 12 280 95 120
internal_value=0.000132605 0.00136144 0.00191636 -0.00604536 0.00262716 0.00379588 0.000338446 0.00114361 -0.00155205 0.00214335 9.15138e-05 0.00286154 -0.003829 -0.00673087 -0.00433712 -0.00485279 0.0031399 -0.0030337 0.00157614 -0.0059073 0.00237866 -0.00206589 0.00603836 0.0035379 -0.00295602 -0.00874339 -0.00704872 -0.00880847 -0.00635453 -0.00677075
internal_weight=654.958 546.296 511.239 108.661 459.06 303.883 155.177 139.221 41.3762 115.144 73.2878 45.4579 13.1103 35.0578 52.1786 40.0334 94.2022 45.0183 28.4951 29.4058 15.6125 9.60523 164.662 52.3235 15.8204 8.33317 6.49366 67.2852 36.1385 33.4773
internal_count=2900 2172 1930 728 1639 984 655 541 214 424 305 159 62 242 291 231 319 222 115 165 57 43 443 166 69 46 43 514 234 207
is_linear=0
shrinkage=0.00880808


Tree=22
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 1 2 2 2 1 1 2 1 0 0 1 0 0 1 0 2 0 1 2 0 0 2 2 2
split_gain=33.7621 14.4888 19.1702 10.7751 11.2123 10.7118 6.96798 6.88179 6.74612 5.86264 6.80854 12.8415 8.0256 5.52046 9.78303 5.34871 7.68258 5.78146 4.90726 10.9015 4.65239 6.72147 4.62473 10.2715 7.5461 9.46285 4.04805 4.46919 3.87775 6.64942
threshold=0.50064369330000014 0.42314601355000009 0.39167988980000007 37.186372654950006 0.53136133645000017 41.919251152600005 0.34193587020000005 48.461603274950008 44.921040431000009 44.215931556700006 0.39458399450000009 0.39584144190000009 43.968221017800005 0.3447651268000001 0.47727612945000003 0.54910032635000017 0.43590012275000006 0.56055207925000017 0.47305469895000007 0.34392682850000006 0.4447920721000001 38.703421923500009 0.51589772760000019 0.38733870245000007 43.124157941850008 0.48077901860000011 0.56859076075000015 34.997818021800008 43.968221017800005 42.718072821900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 26 9 18 7 -7 -1 10 -5 -12 -13 -8 28 -6 -17 -18 19 20 -3 -22 24 -24 25 -16 27 -4 29 -15
right_child=-2 2 3 4 15 6 13 -9 -10 -11 11 12 -14 14 22 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011868487677816113 -0.011599018226042495 0.010999777139183989 0.0018395139646489274 -0.016488537724085435 0.0037678143956898945 -0.019200805225204547 0.010262845473754927 0.0035367903913471935 -4.616153068333741e-05 -0.015727929400626672 0.018239469382471341 -0.012483252570556278 0.0091086873497104072 -0.0012856428111564719 -0.010213275865612928 -0.0076797982195859578 0.007817200073822141 -0.00065446842723793227 0.005636338665902658 -0.016615178970902825 0.005659086406912494 -0.015057665858373063 -0.013238277369420404 0.0089472255844196529 0.0077996186173022166 0.0034036207626025419 -0.015018653575880281 -0.010620278363905139 0.00081523518293653841 -0.01812818607615994
leaf_weight=18.920022249221805 34.656639032065868 7.9030821025371614 7.5800487175583902 4.9304486736655297 57.131870932877064 5.1167674213647825 9.0127459764480573 3.2166707515716553 11.523626081645487 8.7237682715058309 4.1985140144825008 9.0123770609498006 3.5644402503967276 6.173066623508932 10.301773302257059 19.88307186961174 14.209798127412794 75.249062962830067 172.75866106897593 4.8308724686503401 6.8041878640651685 3.5289169102907181 7.877134367823599 5.10199174284935 31.75124005228281 28.580797046422958 9.6598548963665944 9.7858259752392751 6.1442146748304358 7.9665694013237953
leaf_count=191 360 19 38 43 204 37 24 11 51 85 9 76 10 35 62 130 41 354 516 44 21 20 51 16 93 93 106 71 27 62
internal_value=7.49515e-05 0.000782952 0.00124306 -0.00148541 -0.000495489 0.00317004 0.000324638 -0.0104242 -0.00739346 -0.00729424 -0.00390466 -0.00020612 -0.0063638 0.00111797 0.000324679 0.000747247 -0.00083102 0.000691186 0.00493174 -0.000345316 0.00396467 -0.00141601 0.00216569 -0.00451733 0.00339371 -0.000204119 -0.00869773 -0.00518169 -0.00726424 -0.0107751
internal_weight=606.098 571.441 540.998 223.929 196.903 317.069 121.243 8.33344 30.4436 30.4295 21.7058 16.7753 12.5768 112.91 103.897 166.474 109.342 89.4589 195.826 23.0671 18.2362 10.3331 83.6129 12.9791 70.6338 38.8826 27.0257 17.3659 20.2839 14.1396
internal_count=2900 2540 2298 1167 952 1131 511 48 242 223 138 95 86 463 439 729 525 395 620 104 60 41 315 67 248 155 215 109 124 97
is_linear=0
shrinkage=0.012181


Tree=23
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 0 0 2 0 2 0 1 2 2 1 1 0 1 1 1 2 1 1 2 2 0 2 0 0 2
split_gain=54.7301 26.7838 25.9695 16.1167 13.5759 21.6302 17.0269 13.2024 10.368 9.32743 8.99963 9.70053 8.95627 8.63046 8.37774 16.8537 8.31775 7.90405 7.87868 5.88807 6.67636 5.7515 11.8454 5.71086 8.73318 7.36971 5.68106 5.51221 8.36523 5.49137
threshold=0.5726475255500002 0.42314601355000009 44.269496632500008 44.710446918150005 0.39078171310000004 0.47886290830000006 0.53592706805000012 41.872669623500009 0.68186581240000022 49.275256100300005 0.54511840960000013 0.4355408521000001 48.315732392000008 43.633733172900008 0.45393850480000009 0.46208197360000008 0.47943175355000006 0.34482500525000009 0.48363821445000005 0.49242537650000007 39.995120105550008 0.39584144190000009 0.39458399450000009 39.995120105550008 41.348489042950007 0.55041765215000005 40.922041107600009 0.53136133645000017 0.5339660489000001 42.718072821900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 19 5 7 13 -3 9 -5 -8 23 -1 21 -13 -16 -4 -9 -11 20 -2 22 -6 25 -25 -12 -22 -18 -29 -19
right_child=3 2 16 8 6 -7 10 17 -10 18 11 14 -14 -15 15 -17 27 29 -20 -21 26 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0069431471451785291 -0.0078798916250447156 0.0020405775946786163 0.0015613400548805012 0.0039940116641339115 -0.0059049193648268378 0.0039955743159879068 0.0041264011285472579 0.0010561083145126935 -0.0088724858861921677 -0.010909962831685634 0.00059653178391941991 0.0039514701097126594 0.0010497725465808021 0.0036309232793426986 -0.012345361213353268 0.0035924678225003701 -0.0071733153645809344 -0.0019472398068132743 -0.00034535787872556428 -0.0087637263666518715 0.0036126191310546086 -0.0078579792629381792 0.0068534953931296064 0.0044564840661485442 -0.0060800182567612446 -0.010354575533399277 -0.004396521410546618 0.0055606063712477748 -0.0048945330586049069 -0.0085957185739620155
leaf_weight=25.12209664285183 16.014349356293678 60.147657461464405 12.694836750626562 17.257956400513649 11.482841975986959 203.65849278867245 41.043609350919724 13.17185604572296 6.5574432387948027 4.439622730016711 4.4133003056049374 31.940122663974762 8.765313506126402 6.3620628118515006 4.9946993440389624 8.0034379884600622 20.774803929030895 10.633290827274324 12.441298492252825 29.217937432229519 5.9305212199687984 16.555819533765316 4.7760303914546958 8.2295539826154691 6.5470787584781638 8.033099636435507 13.337122246623037 4.9013126790523556 12.839484624564646 12.56061679124832
leaf_count=210 139 210 49 59 74 582 119 53 61 32 19 97 32 24 34 28 148 57 62 280 21 120 13 25 41 61 74 14 80 82
internal_value=0.000104473 0.000983178 0.0013773 -0.00438653 0.00189729 0.00273745 0.00024227 8.26183e-05 -0.00103167 0.000474405 0.00158107 0.000133354 -0.0048757 -0.00362633 0.00207621 -0.00253185 -0.00321794 -0.00315578 -0.00312381 -0.00650329 -0.00463136 -0.00503336 -0.00215715 -0.0030738 -0.000211921 -0.00647148 -0.00193133 -0.00479321 -0.00200605 -0.00554771
internal_weight=642.848 537.651 503.764 105.196 452.554 300.172 152.382 96.5134 40.6963 34.1389 113.205 72.1613 33.8874 39.1768 44.9383 12.9981 51.2104 36.3658 16.8809 64.4999 35.282 32.8147 16.2589 27.223 14.7766 12.4464 19.2676 38.5156 17.7408 23.1939
internal_count=2900 2172 1930 728 1639 984 655 402 214 153 424 305 242 231 159 62 291 192 94 514 234 207 87 146 66 80 95 242 94 139
is_linear=0
shrinkage=0.00680823


Tree=24
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 0 2 2 2 2 0 1 1 2 1 2 0 1 2 0 2 1 2 1 1 1 2 2 2
split_gain=36.2255 17.7612 17.3681 13.125 8.66661 7.98666 17.3164 9.22065 8.92465 6.86813 6.83536 6.65717 6.44269 6.43901 6.37666 6.23402 6.31129 6.98155 5.77167 5.9207 5.61231 5.25737 4.68471 7.32702 6.27579 10.3022 18.6923 12.8744 9.31836 4.71574
threshold=0.5726475255500002 0.42314601355000009 44.215931556700006 44.710446918150005 0.68186581240000022 0.38906020780000011 0.48181192180000004 42.178283198950005 38.238138001450004 49.275256100300005 44.921040431000009 0.48119816770000007 0.48363821445000005 0.35585760905000008 40.712530798250008 0.34491482290000003 42.686561923500008 0.47670728420000003 0.49242537650000007 39.995120105550008 0.53592706805000012 40.922041107600009 0.35877668335000007 41.322103772800006 0.36927038110000004 0.37138109635000011 0.37982395740000008 39.852039223600009 36.514114975300011 43.124157941850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 18 9 6 7 13 -7 -5 -1 -4 -11 -3 -15 -9 -17 -18 19 -2 -10 -21 23 -8 28 -26 27 -27 -24 -25
right_child=3 2 11 4 -6 8 22 15 20 12 -12 -13 -14 14 -16 16 17 -19 -20 21 -22 -23 24 29 25 26 -28 -29 -30 -31
leaf_value=-0.0095349069200552847 -0.010365871413910059 0.0031290743462537799 0.0019395072800941257 0.005261926711440673 -0.011989605501221922 -0.0040073723905283756 0.01063038545223237 0.0027904259892073142 -0.0014931812851965939 -0.014202525776578691 -0.00013779201597855371 -0.0059404462895302525 -3.1908606157184329e-05 -0.016062469142664675 0.0041257907708270244 -0.012270830771718547 -0.010645286952733354 0.0012655361056853132 -0.011800190153434243 0.0055082294466053906 0.0029674958776006672 -0.0055068838025384755 0.0052043570889587065 0.0022346843614404152 0.011711659219189033 0.0014587049585334062 0.0075557393289743292 -0.018977749161706605 -0.0087439853797290322 0.0096904687013837955
leaf_weight=19.265923909842972 14.117685526609419 84.228180706501007 13.825784146785734 16.839600317180157 5.6976324692368499 32.953746117651463 33.240718334913254 12.230466581881045 37.554676294326782 4.0218944922089568 11.643831580877302 36.829356260597706 11.935342751443384 3.3715606704354277 2.5967875197529793 8.8632551208138484 6.7819500789046314 14.434795968234537 24.74979829788208 5.8941182792186764 89.403578519821167 13.074532724916933 9.8939224183559435 27.132136553525925 16.850707337260246 6.6308649927377683 23.047390460968018 5.1234302669763565 8.2229272797703725 11.252701103687285
leaf_count=191 139 276 54 59 61 196 70 48 196 32 51 243 62 31 12 61 50 59 280 21 305 74 28 88 33 23 58 35 39 25
internal_value=0.000102794 0.00112153 0.00157558 -0.00534756 -0.000966516 0.00220206 0.00320594 0.000690945 0.000482583 0.000948471 -0.00599498 -0.0037897 -0.0036035 0.00244039 -0.0072787 -0.00303848 -0.0054085 -0.00254177 -0.00826349 -0.0056179 0.00164801 -0.00208416 0.00556286 0.00730238 0.00377704 0.00549696 0.00248785 -0.00744908 -0.00112656 0.00442038
internal_weight=611.709 515.379 484.469 96.3306 38.4945 433.814 273.902 132.507 159.912 32.7968 30.9098 50.6551 15.9572 90.1965 5.96835 42.3105 30.08 21.2167 57.8361 33.0863 126.958 18.9687 141.395 71.6256 69.7692 51.6524 34.8017 11.7543 18.1168 38.3848
internal_count=2900 2172 1930 728 214 1633 936 537 697 153 242 297 94 319 43 218 170 109 514 234 501 95 399 183 216 149 116 58 67 113
is_linear=0
shrinkage=0.00968298


Tree=25
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 0 2 2 2 2 0 2 0 1 2 1 1 2 0 1 0 1 2 1 2 1 2 1 1 0
split_gain=31.5961 13.607 13.0367 14.6811 19.5948 10.4556 7.3222 9.1701 7.19654 6.58841 6.28754 7.27078 7.6929 10.1711 6.22741 6.2174 15.0046 6.73423 6.09504 5.45222 6.19628 10.6543 5.43177 6.889 5.19134 4.98783 4.34393 5.67428 4.33551 7.73804
threshold=0.50663153795000015 31.796797363700005 0.30560462260000004 0.37138109635000011 0.48181192180000004 0.51243974730000008 46.377258487500008 37.797539186950011 42.178283198950005 51.779769178100004 0.52324780695000006 38.238138001450004 0.52877159370000015 0.3979222179000001 43.279086095950007 0.36927038110000004 0.36543816055000006 41.495754733000005 0.6003263375500002 0.39971857130000005 0.54910032635000017 0.42194844465000009 44.269496632500008 0.41865513010000005 43.124157941850008 0.3447651268000001 41.941595803500007 0.41917906650000009 0.48627286610000009 0.6166282446500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 7 -5 -4 10 -7 12 -12 -14 25 16 17 -6 -11 -13 22 -22 26 -24 -19 -10 27 -21 -23 -30
right_child=-2 2 3 5 15 9 -8 -9 14 18 11 19 13 -15 -16 -17 -18 24 -20 20 21 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.014084941995481841 -0.014879305950714513 -0.017577606749052493 0.0033098221010619934 0.0032861327469199749 0.012650260765709005 0.0062195449943562905 0.0086007951999148308 -0.021614798476962408 0.0032098516007070151 -0.018983631885271572 -0.02335635209732978 -0.0049202731626573851 0.012423815176521739 -0.0079962939385375773 0.00074764675180493062 0.017015900295287295 -0.011952198355817198 9.2786208669275925e-05 0.0077391452817178168 -0.0042427476805004067 -0.021996424264128137 0.0018716383876800828 0.0045201289082119978 -0.023174770270046937 0.01142081182938753 -0.0115121735532525 0.013509346241356234 0.0089867857060044933 -0.020200512631536337 0.0031571872783095743
leaf_weight=12.617620058357714 28.349414765834808 7.725743129849433 93.618363335728645 4.2372341230511728 47.432925596833229 33.580103382468224 3.3161451816558829 12.039946235716341 6.297639928758147 6.9714144691824895 4.9387225508689871 30.998120255768299 6.4950901493430164 25.326027631759644 40.43974382430315 16.169022455811501 7.9016546532511702 22.877248622477055 2.4425962641835213 10.672372728586199 4.6280619651079169 79.863702401518822 5.4690755978226644 2.919571541249752 13.712253689765928 21.621366329491138 16.873195692896843 19.288687065243721 5.5158969610929471 6.6050404012203217
leaf_count=114 319 91 353 15 115 114 12 93 25 68 40 182 20 193 177 33 42 81 10 45 37 321 26 22 36 140 43 53 50 30
internal_value=0.000122506 0.000865253 0.00120212 0.00146484 0.00389104 -0.000857244 -0.0111158 -0.0151327 0.000687754 -9.17883e-05 0.000352867 -0.000544261 -0.00645191 -0.00382829 -0.00290321 0.00869116 0.00722688 0.00903053 -0.01205 0.000643507 0.00177939 -0.000443994 0.0056692 -0.00511876 0.00433807 -0.00819135 0.00760147 0.00427432 0.000640383 -0.00747224
internal_weight=600.944 572.595 559.977 552.251 270.07 282.181 19.5933 16.2772 161.977 262.588 253.174 219.594 36.7598 31.8211 68.3588 108.093 91.9241 84.0224 9.41401 182.834 151.836 96.6127 55.2229 8.38865 36.5895 27.919 46.8343 29.9611 91.9846 12.1209
internal_count=2900 2581 2467 2376 1002 1374 120 108 695 1254 1176 1062 253 213 342 307 274 232 78 809 627 438 189 48 117 165 141 98 401 80
is_linear=0
shrinkage=0.0145577


Tree=26
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 0 1 2 0 2 0 2 0 0 0 1 2 2 1 1 2 2 1 1 0 0 0 1 0 0
split_gain=27.4517 11.8095 16.2723 9.21112 9.50555 8.69411 10.6999 7.02455 6.11203 5.58672 5.51497 8.06671 7.35182 5.99314 15.6 7.30176 6.6934 5.14929 6.06721 10.3814 6.97814 5.02714 5.35858 14.6039 4.62178 4.37009 4.33449 5.91525 4.5942 4.29412
threshold=0.50663153795000015 0.41932876265000008 0.39167988980000007 37.186372654950006 0.53136133645000017 0.47727612945000003 0.34524415440000006 44.921040431000009 0.52324780695000006 40.621691032550004 0.51017933595000009 43.45354240915001 0.50109278165000015 0.47778509625000004 0.47886290830000006 0.35319301815000009 42.718072821900002 44.215931556700006 0.39458399450000009 0.39584144190000009 43.968221017800005 37.572218886150004 0.34193587020000005 0.32600820335000008 0.52772372085000019 0.48543456785000005 0.54910032635000017 0.43374449865000003 0.56055207925000017 0.47577916830000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 17 6 21 -1 9 -7 12 -12 13 -11 16 25 -15 18 -5 -20 -21 -3 23 -23 -10 -16 -6 -28 -29 -24
right_child=-2 2 3 4 26 8 -8 -9 24 10 11 -13 -14 14 15 -17 -18 -19 19 20 -22 22 29 -25 -26 -27 27 28 -30 -31
leaf_value=-0.012680494914073083 -0.012201065563306123 0.009674002114261426 -0.0083450969756135619 -0.016307501370807168 0.0033627606891096029 0.0067564911193365084 -0.0082561288154934243 6.3374591673165276e-05 -0.010313473717429524 0.010131241384748024 0.0034790667564905979 -0.019158474386742827 0.010667979781281565 -0.02526958173785342 0.0014683910101679688 -0.0097447664885789882 -0.001772112856829875 -0.015556354491501733 0.016457041100051781 -0.012134046795793507 0.0086641164405135158 0.0031423533541027676 0.0077292805100681403 -0.021675451504958677 0.0031812778722403881 0.007928197813887719 -0.0073799622166846445 0.0068340719245518697 -0.0007564830881581602 -0.0026836055778860614
leaf_weight=15.643157705664636 26.524323992431164 10.840252950787542 26.274379804730415 4.6663368046283784 56.44273666292429 99.174539312720299 21.080846138298512 11.457436032593248 7.6341034621000272 12.607501208782194 5.7194843888282758 4.1556911394000053 18.725318931043148 4.5907422527670851 42.487858019769192 6.571817308664321 3.1089352518320084 7.9860984310507765 4.1892231851816204 8.5661680176854116 3.4641591161489478 10.568443097174169 15.786759302020075 5.5185116827487937 7.8925230801105499 25.697909571230412 17.783042281866074 14.361545726656912 80.712806358933449 9.8236517608165723
leaf_count=180 319 30 223 43 204 286 143 50 43 35 20 33 49 34 153 32 14 85 9 76 10 40 48 39 29 70 123 43 392 45
internal_value=9.26638e-05 0.000671305 0.00107365 -0.00146549 -0.000553367 0.00290034 -0.000814015 -0.00729271 0.00404751 0.00457017 0.00281682 -0.00604731 0.00358609 0.00219114 0.000977119 0.00270322 -0.0157819 -0.00711129 -0.00388217 -0.000307418 -0.00614517 0.00217215 0.000221861 -0.00537121 -0.0034538 0.00390297 0.000565004 -0.000834223 0.000390115 0.0037351
internal_weight=590.056 563.532 536.431 224.446 198.172 311.985 73.6185 27.1006 238.366 222.84 123.665 9.87518 113.79 95.0648 82.4573 74.7576 7.69968 28.872 20.8859 16.2196 12.0303 52.5376 41.6974 16.087 15.5266 68.1858 169.3 112.857 95.0744 25.6104
internal_count=2900 2581 2351 1208 985 1143 345 230 798 726 440 53 387 338 303 255 48 223 138 95 86 202 172 79 72 223 762 558 435 93
is_linear=0
shrinkage=0.0123654


Tree=27
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 0 2 2 2 0 1 1 1 1 1 2 2 1 2 0 2 2 2 1 0 2 0 1 0 1
split_gain=33.2686 16.6225 15.6121 13.124 11.6331 12.6085 10.2939 10.0965 8.56157 8.24203 7.91337 6.10667 6.02109 11.9151 7.92707 5.84103 5.52711 6.85255 7.16147 6.86053 5.24967 5.12679 9.71392 5.55698 9.53161 6.33151 5.87386 7.72763 5.63119 5.05435
threshold=0.5810754169000002 0.43780126340000008 44.269496632500008 42.406961525800007 0.38906020780000011 0.48181192180000004 48.315732392000008 38.238138001450004 49.275256100300005 0.63075955810000017 0.48363821445000005 0.41865513010000005 0.45393850480000009 0.46208197360000008 0.44489685935000006 44.710446918150005 42.178283198950005 0.34491482290000003 42.686561923500008 0.47886290830000006 48.008184682100008 42.599563320500003 43.633733172900008 0.41917906650000009 0.54095685760000012 40.823855932350007 0.53592706805000012 0.39584144190000009 0.54910032635000017 0.46827939285000009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 16 -1 -6 9 15 11 -4 14 -14 21 29 -3 -18 -19 -20 -11 23 -23 24 26 28 27 -9 -25 -5
right_child=3 2 10 8 7 -7 -8 12 -10 20 -12 -13 13 -15 -16 -17 17 18 19 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0088411248459128993 -0.011719856439205933 0.0029656579065125048 -0.0033482391501949114 0.008551213196722569 -0.0051743591619042685 0.0062521783762770726 0.0037409689031737449 0.0022045576908579965 -0.0099421669812359958 -0.012371622621375027 0.010335337693185814 -0.013266018929140224 -0.020343949760669069 0.0026649477677657398 0.0094591511748620301 0.010417186414885758 0.0054868778098317063 -0.013564435647996679 -0.0071406288583541963 0.0058943703438158971 0.0052585923461460618 -0.011501687094194262 0.0040795665470908238 0.0048718973594178592 -0.015696192059772698 0.0089729376488827967 0.0087752224838442121 -0.011536509560595126 -0.0080534880208961018 -0.0094500213549261226
leaf_weight=31.48982872068882 35.54642178863287 83.697598516941071 37.145542979240417 3.3310249596834236 35.457378290593624 138.76227640360594 11.081390634179114 19.916998155415062 13.437892034649847 7.3212146759033185 4.3830033466219893 9.9151786118745786 4.5477777421474439 7.5424475520849228 16.873956128954887 11.245907969772814 10.913549184799193 8.5743535235524195 11.467647701501848 9.1519827395677549 3.0021070837974548 10.36066906899214 9.8287577480077726 11.922903731465341 4.6505456939339629 24.384689256548882 9.8633403927087766 6.962717078626155 6.6016348600387564 4.798908643424511
leaf_count=266 368 291 209 11 228 399 37 82 106 66 12 84 31 29 43 29 39 60 71 29 20 67 39 36 30 67 25 54 34 38
internal_value=0.000140152 0.00115963 0.00175251 -0.00666854 0.00244956 0.00392821 -0.00556598 0.000151081 -0.00250608 0.000858502 -0.00409394 -0.00543781 0.00156597 -0.00598992 0.00231867 0.00517579 0.00132347 -0.0021035 -0.00494099 -0.00135507 -0.00724461 0.00116559 -0.00391631 0.00238264 -0.000552262 0.00521387 0.0013645 -0.00135482 0.000265646 -0.00207449
internal_weight=604.18 525.496 482.925 78.6835 431.481 262.567 42.5712 168.914 43.1371 29.6992 51.4437 47.0607 133.456 12.0902 121.366 19.3758 123.805 40.1075 29.194 20.6196 10.3233 104.492 20.1894 84.3028 41.3936 42.9092 36.7431 26.8797 18.5245 8.12993
internal_count=2900 2262 1959 638 1654 889 303 765 270 164 305 293 537 60 477 78 490 199 160 100 86 434 106 328 191 137 161 136 70 49
is_linear=0
shrinkage=0.0112276


Tree=28
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 0 2 0 0 2 2 1 0 0 2 1 0 1 1 1 2 2 2 1 1 0 2 2 2 1
split_gain=42.5023 21.7495 23.5762 15.6301 13.7847 15.2417 12.4782 9.94277 9.39944 8.9283 8.53697 8.9004 9.42716 8.47785 8.04498 7.92241 6.73027 11.504 6.59484 15.3063 6.51646 6.1006 7.10872 6.06407 5.66657 5.96124 5.47033 8.74383 6.48608 5.35192
threshold=0.5726475255500002 0.4622167001000001 44.421469061800003 44.710446918150005 0.39078171310000004 0.53592706805000012 48.315732392000008 0.48543456785000005 0.68186581240000022 39.468990633150007 41.872669623500009 0.34392682850000006 0.39950899675000007 0.54511840960000013 49.275256100300005 0.4355408521000001 0.50579323975000012 0.37982395740000008 0.45393850480000009 0.46208197360000008 43.633733172900008 39.468990633150007 35.818873074050011 0.48363821445000005 0.37138109635000011 0.51484985480000012 48.988717865950008 47.833738492450003 45.90502654165001 0.44578006650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -2 7 20 10 9 14 -3 11 12 -1 -7 -5 -15 -9 24 29 -20 -6 22 -14 -16 -18 -26 27 28 -4 -17
right_child=3 2 26 8 5 13 -8 16 -10 -11 -12 -13 21 15 23 18 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.012769753916831586 -0.0091589152842662946 0.0079941181695303964 -0.0020884925362764707 0.0061939426635203515 -0.0072263828529462127 0.0059593690690579269 0.004912218789067507 0.0080119214215080038 -0.012749574843229654 0.0011306427145575228 -0.011774355067319383 -0.01391278407817394 0.0054008880158670797 -0.0043111273997925928 -0.014858911233713983 0.00087889852296602706 0.0024792816987733168 0.0065032084907418811 -0.017583265585413437 0.0053383171914737999 0.004192404444498669 0.011292778916219662 -0.012315457282844274 -0.00033036180257238061 -0.017373652878529832 0.00029193665298216163 -0.011669400272841038 0.0053337657709832077 -0.013039448572910124 0.0093006830681799518
leaf_weight=4.632814094424254 60.187394589185715 23.761560820043087 14.409708693623545 16.776236578822136 30.802467778325081 40.522009119391441 11.876962199807165 82.263302683830261 5.8646303787827483 114.5094870403409 20.25847802311182 6.0754107832908621 6.1710139513015765 26.348680354654789 3.9474115446209934 15.052260406315328 7.2674327045679084 35.179002031683922 4.8923475667834264 7.9234674721956253 6.2401051372289649 6.5764831379055968 3.7992487400770187 12.206303745508192 4.6905404627323133 3.436201274394989 10.013978838920591 9.2445647940039617 9.2010596096515638 16.338030904531479
leaf_count=48 514 64 80 59 205 120 38 207 61 440 171 54 21 146 32 57 24 97 34 28 25 18 25 62 33 13 84 34 66 40
internal_value=0.000213147 0.00137501 0.00212102 -0.00590813 0.00285701 0.000357296 -0.00442947 0.00422273 -0.00086474 0.00231012 -0.00676461 -0.0030409 7.77327e-05 0.00224486 0.00125188 0.000111492 0.0062136 0.00328842 0.00274756 -0.00341184 -0.0053028 0.00367482 -0.00135007 -0.00388064 -0.00405807 -0.00990417 -0.00507636 -0.00306687 -0.00635605 0.00526227
internal_weight=620.469 521.487 462.096 98.982 419.227 148.119 59.3904 271.108 38.7946 138.271 47.5134 27.255 21.1796 111.077 32.93 70.5548 132.836 50.5732 44.2061 12.8158 37.0426 16.5467 9.97026 16.1537 15.3942 8.12674 42.8693 32.8553 23.6108 31.3903
internal_count=2900 2172 1797 728 1533 655 375 878 214 504 337 166 112 425 153 305 374 167 159 62 230 64 46 94 70 46 264 180 146 97
is_linear=0
shrinkage=0.0101895


Tree=29
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 1 2 2 0 1 1 0 2 2 1 0 1 0 0 1 0 2 2 2 1 2 2 1 1
split_gain=27.0554 13.3627 12.6191 12.0006 9.5656 11.5566 18.392 8.99675 7.45492 7.22967 6.54125 5.62646 10.0467 12.8813 14.1118 5.47037 5.26394 8.68401 15.5814 11.0528 7.63187 7.29849 8.61545 7.37712 7.39793 7.08022 17.9132 7.37766 6.27773 8.62993
threshold=0.5810754169000002 0.43780126340000008 42.406961525800007 44.269496632500008 0.45393850480000009 0.46208197360000008 0.46613873835000008 48.315732392000008 49.275256100300005 0.63075955810000017 0.48363821445000005 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.41865513010000005 0.47886290830000006 0.37138109635000011 0.51243974730000008 0.5025747732000001 0.36927038110000004 0.47814436690000012 40.532725462000009 42.773538294100007 43.45354240915001 0.35585760905000008 38.592454371550012 41.261521012900012 0.38906020780000011 0.41985269900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 11 -6 -7 -1 9 -4 15 12 16 -14 -15 -5 21 20 19 -19 25 23 -23 -3 -25 27 -27 -18 -20 -30
right_child=2 3 8 10 5 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 17 18 28 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.011719319932263056 -0.015984198142506595 0.004649590805320885 0.007256474822528303 -0.0040864870958451007 -0.026221076307565493 0.019248293861289425 -0.024112736044728435 0.004999938903860612 -0.012923749588951452 -0.0094259527767944027 0.013644359669054857 0.012553156676782244 -0.017845107025357805 0.016436610846929291 -0.0091661036978072669 -0.017667426092561462 0.013410306465845375 0.0019313742458830581 0.011199626788636731 -0.027651498020664935 0.018120671846307314 0.00086618816166480215 -0.02969269082670821 -0.019233487946226462 0.0033473702239519899 0.0076449467086549521 -0.021868834605729717 0.0046924379684022645 -0.00096960416741280323 0.0094811934935973285
leaf_weight=29.912528045475483 33.278424061834812 58.823113106191158 19.042162202298645 36.406612977385521 6.0295977294445064 5.9843190088868123 4.1598834842443466 11.059479981660841 12.915614962577818 9.9079148024320585 4.2662109956145278 16.754092298448086 12.475506983697413 9.8026864826679247 12.027312770485876 9.351838104426859 41.754413112998009 5.7135197296738607 23.678440988063812 7.1127159968018532 15.853207767009733 5.2180956304073316 4.1593337506055832 7.2796766161918622 7.2795557379722595 17.317831620574001 7.3481345176696768 58.432824991643429 67.684342041611671 28.032128363847733
leaf_count=266 368 226 78 209 44 15 35 37 106 86 12 46 98 25 62 84 103 24 63 53 34 18 31 54 28 51 40 193 328 83
internal_value=0.000173017 0.00147101 -0.00870407 0.00222274 0.00309047 -0.00885511 0.00146702 -0.00720633 -0.0029172 0.00154706 -0.00511324 0.00356547 0.00317936 -0.00500641 0.00233071 -0.00686208 0.00396887 0.00502991 0.00211538 -0.0144736 0.00776867 0.000469736 -0.0126881 0.00215116 -0.00794315 0.00645422 -0.00114738 0.00832573 0.00389749 0.00209108
internal_weight=589.062 513.917 75.1441 472.945 422.921 16.1738 10.1442 40.972 41.8657 28.9501 50.0247 406.747 389.993 34.3055 21.83 45.7585 355.687 272.928 132.221 12.8262 140.706 82.7598 9.37743 73.3823 14.5592 124.853 24.666 100.187 119.395 95.7165
internal_count=2900 2262 638 1959 1654 94 50 303 270 164 305 1560 1514 185 87 293 1329 972 551 77 421 357 49 308 82 387 91 296 474 411
is_linear=0
shrinkage=0.0158389


Tree=30
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 0 1 0 2 0 1 0 2 1 2 0 2 0 0 1 0 2 1 1 2 0 2 0 0 1
split_gain=23.9251 11.0185 10.3803 10.5507 9.06759 8.60003 8.83655 6.89524 5.95777 4.92926 8.49753 7.29881 6.63978 9.70323 15.3395 6.24389 7.49395 5.68022 12.2177 6.33241 5.5323 4.83025 4.49261 10.6808 4.20076 6.0161 4.96722 7.95064 5.42216 5.23359
threshold=0.50663153795000015 31.796797363700005 0.30560462260000004 0.39167988980000007 0.39388042275000007 0.47727612945000003 0.34518427590000006 0.51243974730000008 35.818873074050011 0.50579323975000012 0.37982395740000008 0.50300889195000009 38.592454371550012 0.35585760905000008 43.32600771660001 0.48543456785000005 42.564639561200003 0.47778509625000004 0.47886290830000006 0.34488488370000009 0.51017933595000009 39.530201452500002 0.34193587020000005 0.32600820335000008 51.779769178100004 0.60472740335000019 40.259171735100004 0.57507260265000015 0.53592706805000012 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 -6 -4 11 20 12 -7 15 -15 17 -17 -14 19 -19 -11 -20 23 -10 26 -26 27 28 -9 -30
right_child=-2 2 3 4 7 9 -8 24 22 10 -12 -13 13 14 -16 16 -18 18 21 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.011653636535575515 -0.012195928532743353 -0.01496280101325956 0.011793163476340705 -0.01685731292809213 -0.016720916582951214 0.010356070423467305 -0.007752241208077694 -0.0093571099494745812 0.00076440967609951922 0.0021214719336301781 0.0041501691779962128 0.012761750674990151 0.0096355129421791703 -0.022903708451539898 0.0073022225702854878 0.012093528473597823 -0.001566763760933334 0.00041944096927076628 0.015362944410328802 -0.018227486685396418 -0.011702169465534713 0.0020401617046936077 0.0041047525436503449 -0.017346542429556522 -0.016236425079347298 0.0081315837646523392 0.0016032480964360708 -0.01266940688897476 0.012108908898803986 -0.00060203308926593251
leaf_weight=11.646462239325045 24.762795947492123 6.6538398414850226 8.2031403332948667 5.7982408702373496 4.2744975313544264 23.695198394358158 22.328160993754864 10.054910458624361 25.117197364568714 7.9637545049190548 39.803824134171009 17.903159886598587 13.944883763790129 5.7874565944075567 5.2777792811393738 25.915920495986938 8.8441410511732084 4.9640005230903608 4.8793821409344664 7.520425021648407 11.792019575834273 53.019795499742031 25.73943105340004 6.792361505329608 5.8331223726272565 2.3271857649087906 127.22385554760695 10.9602859839797 6.0708916485309592 42.918939985334873
leaf_count=114 319 91 26 56 46 60 149 70 122 31 135 43 39 35 17 62 33 18 10 50 73 185 95 46 64 9 564 118 16 204
internal_value=0.00012645 0.000677981 0.000943153 0.00114099 -0.00105031 0.00261879 -0.000786145 -0.00061317 0.00157582 0.00391681 0.000740355 0.00501833 0.00411724 0.00298143 -0.0084964 0.0040479 0.00861789 0.00216416 0.000683885 -0.0108132 -0.00612972 0.00316292 0.000121942 -0.00309074 -0.00027794 -0.00928707 9.48108e-05 -0.00264655 -0.000786042 0.000973125
internal_weight=578.017 553.254 541.608 534.954 215.462 319.492 88.1803 209.664 65.8521 231.312 59.5596 171.752 153.849 130.154 11.0652 119.089 34.7601 84.3285 70.3836 12.4844 19.7558 57.8992 57.649 31.9096 205.389 8.16031 197.229 70.005 59.0447 48.9898
internal_count=2900 2581 2467 2376 1147 1229 438 1091 289 791 239 552 509 449 52 397 95 302 263 68 104 195 263 168 1045 73 972 408 290 220
is_linear=0
shrinkage=0.0128137


Tree=31
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 1 2 2 0 1 1 1 0 1 2 2 0 2 2 1 2 2 1 2 2 1 1 0 2
split_gain=31.2847 15.3621 13.713 12.0456 10.3144 11.3317 18.5144 9.58179 7.58918 7.46504 6.50285 6.15561 6.12122 11.3142 9.92379 9.1299 7.75769 7.37833 6.62846 7.59091 7.60719 5.05398 4.9232 4.86011 4.85118 9.74997 6.01364 9.59782 8.40714 6.31104
threshold=0.5810754169000002 0.43780126340000008 44.269496632500008 42.406961525800007 0.45393850480000009 0.46208197360000008 0.46613873835000008 48.315732392000008 49.275256100300005 0.63075955810000017 0.48363821445000005 0.41865513010000005 0.38906020780000011 0.48181192180000004 0.44705248345000009 38.238138001450004 34.997818021800008 0.54384599265000022 42.178283198950005 43.279086095950007 0.3447651268000001 44.710446918150005 48.008184682100008 0.46827939285000009 42.599563320500003 43.633733172900008 0.41917906650000009 0.40367054880000008 0.53592706805000012 40.823855932350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -2 12 -6 -7 -1 9 21 11 -4 13 18 15 16 17 -14 -3 20 -20 23 -11 -5 26 -26 27 28 -17 -28
right_child=3 2 10 8 5 6 -8 -9 -10 22 -12 -13 14 -15 -16 24 -18 -19 19 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0095390010985105349 -0.012744921155231155 0.0034334537568290412 -0.0032542777757566619 0.0093364123625051861 -0.020639512906715247 0.01492333158888891 -0.019080348928622877 0.0039806586507701953 -0.010651256054589806 -0.013531385165669003 0.010476076508260485 -0.014391245622349502 0.013060738796682902 0.0066304195608575161 0.010027224208548893 -0.0005337305392648209 -0.010817269199872668 -0.0090151209263766938 0.0065779122224081232 0.0046732973912412346 -0.010069257893480166 0.010713742292596888 0.0053744552642876779 -0.010298002455770561 -0.012221762795027447 0.0049487816731375416 0.00052379583666758338 -0.011923597660771498 0.015516162797231055 0.0099936035255638947
leaf_weight=30.96260641515255 34.424789063632488 83.421293929219246 36.83200653642416 3.3294708579778725 6.0588184818625477 6.0262802913784963 4.2461864948272705 11.071149572730063 13.31840096414089 7.2019128501415235 4.2798253223299971 9.7682638764381391 5.1344321146607417 136.70956552028656 16.889723755419254 25.79303952306509 19.504996657371521 4.351288340985775 5.3634835705161121 14.068524807691572 20.951881937682629 11.155754350125788 3.0502922236919403 4.7724111825227737 10.568345755338671 10.024441838264464 18.836272872984409 9.0389588922262174 6.321503371000289 26.142689280211926
leaf_count=266 368 291 209 11 44 15 35 37 106 66 12 84 14 399 46 127 137 34 18 49 132 29 20 38 68 39 71 52 12 71
internal_value=0.000156787 0.0012524 0.00188514 -0.00725147 0.00261053 -0.00711136 0.000867704 -0.0059781 -0.00283591 0.000691318 -0.00423748 -0.00558879 0.00299485 0.00415685 0.00101118 -0.000110862 -0.00631784 0.0029341 0.00142547 -0.00272245 -0.0066763 0.0052685 -0.00790642 -0.00222923 0.00157519 -0.00386325 0.00287543 -0.000570011 0.00262557 0.00602784
internal_weight=599.619 522.366 480.332 77.253 429.452 16.3313 10.2725 42.0338 42.8282 29.5098 50.8801 46.6003 413.12 260.515 152.606 135.716 28.9907 9.48572 123.805 40.3839 26.3154 19.2576 10.2522 8.10188 106.725 20.5928 86.1325 41.1535 32.1145 44.979
internal_count=2900 2262 1959 638 1654 94 50 303 270 164 305 293 1560 889 671 625 185 48 490 199 150 78 86 49 440 107 333 191 139 142
is_linear=0
shrinkage=0.0124726


Tree=32
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 2 0 2 1 2 2 0 1 1 1 1 1 0 2 0 1 2 1 1 0 2 1 1 1
split_gain=22.2453 10.0673 11.9353 7.94477 8.03653 7.29449 6.17435 5.13227 4.37272 7.04765 4.28562 6.12307 4.14463 7.04777 4.08346 9.2563 5.74502 7.37369 10.4227 5.23251 4.99325 5.6309 5.73489 4.42986 5.64871 3.93719 3.93707 3.64768 3.6291 3.54904
threshold=0.50064369330000014 0.41932876265000008 0.39167988980000007 0.39388042275000007 37.186372654950006 41.621607100200002 44.921040431000009 0.52366695610000014 50.264779514000004 0.48363821445000005 48.315732392000008 49.49736495185001 0.46928235680000008 0.33960061075000009 0.39584144190000009 0.39971857130000005 0.40367054880000008 0.41753240920000007 0.53321756835000012 43.633733172900008 0.54910032635000017 0.43590012275000006 40.259171735100004 0.45393850480000009 0.45772581660000006 0.56859076075000015 34.997818021800008 0.44286099220000008 0.4211999641000001 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 25 12 -1 -6 14 -10 -2 -12 13 -3 -9 19 -17 18 -18 -16 28 22 -22 27 -25 26 -5 -23 -19 -7
right_child=10 2 3 4 7 29 -8 8 9 -11 11 -13 -14 -15 15 16 17 20 -20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.016094598649584232 -0.017608313904333716 0.0053520840844648804 -0.020867089999362157 0.0036201380325118953 -0.014032492422592123 -0.0025508555826498761 -4.2078935232140327e-05 0.013403366588336766 -0.0209300299381746 0.0035812325483876349 0.01772384764077874 -0.01304274668127247 0.0065741642393762362 -0.015476210268001609 -0.02296307590601197 0.013419997736790519 0.004960659461531223 0.01153689215742376 -0.027747469907819133 0.001300114304314917 -0.023557017700469512 -0.00092802738016024399 -0.0013528943078471719 -0.018828761354938627 4.3755909888371255e-05 -0.019171622042544013 -0.012522202642248357 0.0093160771473823779 0.001194865171527588 0.002847251773822836
leaf_weight=14.407639123499395 20.915532067418102 13.336481466889383 5.4862270429730406 7.284207880496985 6.5450130403041831 55.378378838300705 11.309188939630983 7.0861381962895384 6.2076594680547696 6.1995973587036133 2.4613003656268102 5.6069893017411232 152.30144883692265 6.3370583578944197 6.5120015069842321 10.484086602926252 4.8880719915032369 20.809356465935707 5.4467130750417709 3.6775372177362442 5.0240285098552686 14.713810473680494 7.9318859055638313 4.7797706723213187 34.198890715837479 8.0247579216957075 8.848420284688471 24.487784944474697 15.772254951298235 76.964548394083977
leaf_count=180 283 46 56 38 67 259 50 24 66 28 19 58 478 48 57 29 24 57 43 23 42 58 39 31 175 106 68 76 60 312
internal_value=0.000156602 0.000895583 0.00138793 -0.00155068 -0.00104344 0.00345834 -0.00903537 0.000109772 0.000629139 -0.00868236 -0.0137247 -0.00365714 0.00566687 -0.00135693 0.00132589 0.000786707 0.00181521 0.000933912 -0.0122774 -0.0142062 0.00200296 -3.40986e-05 -0.00996318 0.00161133 -0.00227049 -0.00986363 -0.00523361 0.00547109 0.0070779 0.000588435
internal_weight=573.427 544.443 518.726 214.408 208.922 304.318 25.7168 184.765 178.22 12.4073 28.9838 8.06829 171.975 19.6735 165.812 158.726 148.537 138.053 10.3348 10.1895 127.718 91.1362 12.9559 78.1803 38.9787 24.1574 16.1326 39.2016 36.5816 132.343
internal_count=2900 2540 2310 1167 1111 1143 230 899 832 94 360 77 572 94 738 714 634 605 67 80 538 421 81 340 206 212 106 134 117 571
is_linear=0
shrinkage=0.0162611


Tree=33
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 0 2 0 0 0 2 2 2 1 1 2 2 2 1 2 0 1 2 0 0 2 0 2 1 0
split_gain=19.7596 9.36623 8.76074 8.38757 12.1979 7.98004 7.47917 6.94153 8.66416 5.15673 4.35265 5.20853 6.38341 4.18091 7.46882 5.04966 4.13737 6.52 4.36166 4.14073 5.42329 5.77807 5.26451 5.63488 11.0218 5.79503 3.76074 3.70733 6.25631 3.68741
threshold=0.50663153795000015 32.785955158400007 0.30560462260000004 0.37138109635000011 0.48543456785000005 0.51243974730000008 47.001379125850008 0.5025747732000001 0.49588335680000006 0.51589772760000019 42.564639561200003 43.124157941850008 43.45354240915001 0.35877668335000007 0.36927038110000004 36.514114975300011 42.178283198950005 42.508878681700004 0.35585760905000008 35.131296350900008 0.47694679800000012 0.34446573455000007 38.938637541200009 0.47778509625000004 0.47886290830000006 40.532725462000009 0.48218616210000004 51.779769178100004 0.48711116435000007 0.47760546090000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 16 6 7 8 -5 -7 13 -12 -13 -6 15 -15 18 29 19 -4 21 -21 -22 -24 25 -25 -19 -11 -29 -18
right_child=-2 2 3 5 10 9 -8 -9 -10 27 11 12 -14 14 -16 -17 17 26 -20 20 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.008162864192125004 -0.0097321332695217613 -0.012230257031023851 0.011234803652849441 -0.017382353970338538 0.0099899200110778949 0.0084069744291504732 0.0082224425018271978 -0.017861852144994188 0.005732536325711397 5.4645174150687445e-06 -0.0067213367243951772 0.013779735040820286 -0.00070225099065352814 0.0048907274498532901 0.011045374128781694 -0.0074341090799139951 -0.0042458554022418308 -0.0009183445744213091 -0.0075525099366415454 0.00055408464288051015 0.013186768603767218 -0.011501087540227026 0.0083411270218838839 -0.0030341933775011529 0.0033557958065538527 -0.021120220795998398 0.0082940467838167557 -0.013242172327539384 0.008111073174654879 -0.019116637876511362
leaf_weight=13.915086820721625 22.492133002728224 5.9018872156739226 5.9296828508377066 3.053159251809122 30.820896707475185 8.1551434993743879 2.9587768986821166 7.3011655882000923 4.7233669236302376 232.36512290686369 6.0816922485828426 5.7852251529693595 8.7379983365535718 8.5401866137981433 10.673806890845297 6.8516720980405799 4.5659062042832366 59.431172259151936 5.1196769326925269 21.460114084184173 6.0383294224739066 5.7691659405827513 15.233434237539766 5.1376048028469068 36.789184272289276 3.3451834246516228 5.5399731248617163 5.7679440341889849 2.155556857585907 3.274419292807579
leaf_count=133 319 91 17 29 76 26 10 59 22 1139 27 11 40 26 26 31 27 294 35 95 12 40 39 20 116 23 14 70 8 25
internal_value=8.92147e-05 0.00049722 0.000725663 0.000872258 0.00225818 -0.00045461 -0.00732284 -0.0103734 -0.00334265 4.40084e-05 0.00579847 0.00158727 0.00506655 0.00732381 0.0041713 -0.000595662 0.000713757 -0.00124447 0.00207398 0.00256829 0.00202027 -0.00200009 0.00366537 0.00271515 0.000822087 -0.0101664 -0.00013282 -0.000239822 -0.00743311 -0.0104565
internal_weight=563.915 541.423 527.507 521.606 255.125 266.48 18.0365 15.0777 7.77653 248.444 77.4915 20.6049 14.5232 56.8866 26.0657 15.3919 177.634 72.8115 104.822 99.7027 93.773 27.2293 66.5437 60.5054 45.272 8.48279 64.9711 240.289 7.9235 7.84033
internal_count=2900 2581 2448 2357 994 1363 120 110 51 1243 237 78 51 159 83 57 757 360 397 362 345 135 210 198 159 43 308 1217 78 52
is_linear=0
shrinkage=0.0106939


Tree=34
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 2 0 2 0 0 1 0 0 0 1 1 2 2 0 1 2 0 1 2 2 2 0 0 0 1
split_gain=17.1734 7.82788 7.71393 7.15187 10.784 8.01391 6.65998 6.31113 6.02838 7.45528 5.5675 5.44063 5.41038 4.56064 8.17544 7.12353 5.14266 3.95503 4.07632 3.98456 16.3176 3.63138 3.54044 3.28049 11.5859 3.19707 6.58172 3.14021 4.11928 3.94689
threshold=0.50663153795000015 31.796797363700005 0.30560462260000004 0.37138109635000011 0.36927038110000004 41.872669623500009 0.51243974730000008 47.001379125850008 0.5025747732000001 0.49588335680000006 0.36254902550000007 0.47997065955000012 0.47796473160000008 0.48543456785000005 0.35877668335000007 0.34554354660000003 40.259171735100004 35.131296350900008 0.47694679800000012 0.32272985840000007 39.646013290900008 0.51589772760000019 0.34569324270000007 48.315732392000008 48.988717865950008 51.779769178100004 0.61532588845000014 0.47739588635000008 0.47577916830000005 0.34193587020000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 13 7 8 9 -5 11 12 27 15 -15 17 -17 -4 19 -19 -21 -8 -14 -2 -25 -23 -27 28 29 -7
right_child=23 2 3 6 -6 10 21 -9 -10 -11 -12 -13 22 14 -16 16 -18 18 -20 20 -22 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.011314155508387682 -0.015863426829959937 -0.015825761421010689 0.015339023043350154 -0.021863607305839285 0.014756904058746441 -0.0042875015242213313 0.0092281241231502303 0.0097360578941163099 -0.022189065950491985 0.0068417621780091139 -0.016179471713533653 0.0037173964558600645 -0.022820889898754658 0.013791777535023269 0.00035866036255898046 -0.013873126859951465 0.00068215368569579562 0.0072057360573323974 0.0062668557105187801 0.0038661653557313428 -0.027814510985549247 -2.448419536886804e-05 -0.0032654322373052275 0.025559654942085726 -0.01642258572776165 -0.017099951230103643 0.012920011061583182 0.0088768674758949971 -0.0096482254527399461 0.005049403351969033
leaf_weight=10.640884604305027 14.934237875044348 5.409202877432107 6.3095348477363578 2.8745883405208605 13.80616410076618 19.81787908822298 8.1108035519719106 2.9500842839479438 6.9555842317640781 4.6743666306138039 4.4664632603526107 41.692960448563099 4.0957100689411154 22.521797552704811 14.750935450196264 7.4949997067451504 13.161520332098005 7.8735965341329601 43.732050850987434 11.430492103099821 4.4412085413932791 233.85837903618813 3.2799495831131935 1.8576921895146359 4.2560318559408188 5.5532409287989131 1.9382798522710798 5.3582136780023566 11.77494280785322 16.177592575550079
leaf_count=114 249 91 17 29 34 111 27 10 59 22 32 140 32 57 53 50 50 35 132 43 33 1149 18 11 59 72 6 19 74 72
internal_value=0.000106987 0.00059577 0.00083739 0.00101103 0.00270477 0.00200675 -0.000589249 -0.00896517 -0.0127688 -0.00408904 -0.000851078 -0.00018116 -0.00286762 0.00432101 0.00847553 0.0026814 -0.00459908 0.00471956 0.00372658 -0.000951886 -0.0049987 -3.19042e-06 -0.0141246 -0.0123205 -0.00366603 -0.000313418 -0.00933289 -0.00130485 -0.0024469 -9.1178e-05
internal_weight=556.199 535.151 524.511 519.101 252.186 238.38 266.915 17.4546 14.5045 7.54895 106.664 102.197 60.5043 131.716 37.2727 94.4434 20.6565 73.7869 67.4773 23.7453 15.8717 249.461 7.37566 21.048 6.11372 241.35 7.49152 53.1286 47.7704 35.9955
internal_count=2900 2581 2467 2376 1002 968 1374 120 110 51 498 466 326 470 110 360 100 260 243 111 76 1254 50 319 70 1227 78 276 257 183
is_linear=0
shrinkage=0.0140261


Tree=35
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 0 1 0 1 1 0 2 2 0 2 2 0 0 2 0 2 0 1 0 2 2 2 0 0 1
split_gain=15.0599 6.8092 6.79186 6.00065 7.04239 5.93372 8.89531 5.21285 4.81511 9.67969 4.44064 4.30048 4.16511 4.14286 4.08952 3.73815 3.83781 3.73477 5.33094 3.40606 6.96008 5.8499 3.37818 5.7427 3.22654 3.13493 9.31416 3.03982 2.99147 3.44522
threshold=0.50663153795000015 29.904643970450003 0.30560462260000004 0.39167988980000007 0.39388042275000007 0.47706655490000011 0.34482500525000009 0.51243974730000008 0.33672644530000007 0.32272985840000007 0.52324780695000006 40.621691032550004 37.186372654950006 0.52772372085000019 40.166811829450005 43.968221017800005 0.47670728420000003 0.56859076075000015 34.997818021800008 0.51017933595000009 43.45354240915001 0.50109278165000015 0.35675578575000005 0.4622167001000001 36.372781240150012 48.315732392000008 48.988717865950008 0.42646926740000007 0.47796473160000008 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 5 -5 6 8 -6 9 27 11 14 17 -12 -7 16 22 18 -9 21 -21 28 -8 -24 -20 -2 -27 -4 -13 -30
right_child=25 2 3 4 7 10 15 12 -10 -11 13 19 -14 -15 -16 -17 -18 -19 24 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.01718283352026783 -0.018996654955404361 -0.018955847007782495 -0.00054277030090668155 -0.021205418197325139 -0.020842866303418313 0.005468954781466937 -0.024335136438210298 0.0088989884740675162 0.0080437936048157153 -0.017855449612219756 -0.013970534585406109 0.0076264707427596929 0.00049581953295045242 0.003742264505780764 0.014103288711490037 0.0038927769913552671 0.0011039137441933716 -0.01980723136423785 -0.023265652425664217 0.0049687070015478974 -0.024961893143853889 0.012779757129310374 -0.021805810958190761 0.012280457103571151 -0.0021032868740093235 0.025192805011037246 -0.019593894279578035 0.01224192812702685 -0.0038001505828182932 0.0034999745715858029
leaf_weight=6.1144923605024806 13.671829953789713 4.9508914910256854 18.307284787297252 4.947079360485076 3.6398599334061137 69.883801206946373 8.782208509743219 6.0864813849329975 23.80793608725071 8.332803823053835 7.429355747997759 19.772164821624756 182.00776102766395 7.8550590202212334 20.518377810716629 4.3428407460451117 4.0179725587368003 5.3785746656358233 3.9194538667798025 5.4450694099068624 3.8243615552783012 16.243012808263302 3.4511386156082144 2.4393291100859642 4.4466228112578392 2.0449017062783232 3.9099143408238888 7.6143037378787986 34.148478247225285 41.302308276295662
leaf_count=76 249 91 100 56 47 231 80 28 80 62 42 69 889 29 55 19 19 76 36 20 33 49 35 13 30 11 59 23 147 146
internal_value=0.000114982 0.000657637 0.000866256 0.00105573 -0.00115689 0.00256976 -0.00137709 -0.000674203 0.00217003 -0.00191242 0.00398338 0.0046241 -0.000310492 -0.00486747 0.00742867 -0.0103186 -0.0136207 -0.00771072 -0.00320896 0.00252414 -0.00737999 0.00334776 -0.0176529 -0.00769019 -0.0120177 -0.0145115 -0.00421401 0.00321265 0.00173886 0.000195991
internal_weight=548.636 529.009 522.895 517.944 210.426 307.518 81.0958 205.479 58.0623 34.2544 226.422 211.138 201.839 15.2844 90.4022 23.0335 18.6906 19.8311 14.4526 120.735 9.26943 111.466 14.6727 5.89047 8.36608 19.6266 5.95482 25.9216 95.223 75.4508
internal_count=2900 2581 2505 2414 1162 1252 431 1106 265 185 821 750 1059 71 286 166 147 170 94 464 53 411 128 48 66 319 70 123 362 293
is_linear=0
shrinkage=0.0170045


Tree=36
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 2 2 2 2 2 0 0 1 1 1 2 2 1 1 0 0 2 0 1 2 1 1 2 2
split_gain=18.1439 10.3145 8.65248 7.47737 5.5213 5.17452 5.91687 5.33729 5.32232 8.86777 6.48434 5.16689 5.96547 11.4966 4.89226 6.10678 4.67163 8.27818 5.83623 5.04238 4.47434 5.42842 4.41192 3.84945 9.18185 4.19485 3.78454 9.00649 4.13197 3.26528
threshold=0.5810754169000002 41.792045663550006 0.42646926740000007 51.779769178100004 0.68186581240000022 42.599563320500003 43.19689381845 32.785955158400007 44.215931556700006 47.833738492450003 45.90502654165001 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.31308942845000004 0.30560462260000004 49.275256100300005 44.710446918150005 0.49901200560000009 0.48627286610000009 0.47997065955000012 0.47715637260000004 42.852084787850011 0.47778509625000004 0.34521421515000011 43.542456167850005 0.45393850480000009 0.46208197360000008 39.468990633150007 44.758188263300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 5 16 7 11 -4 23 10 29 12 13 20 15 -1 17 19 -18 -3 21 22 -7 24 -8 -25 -9 -28 -29 -10
right_child=1 4 3 -5 -6 6 8 26 9 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.014379358283544155 -0.012647826485847545 0.00072201844512491246 -0.0077680508783652333 -0.015360750218495527 -0.014982376333910818 0.010387675453607002 0.0082892176894182792 0.0029726612054518254 -0.0088632618017517213 0.0042635587635915188 -0.015607410911980885 -0.014222299608429459 0.010206817217515025 -0.024609506139119441 -0.014317262460506868 0.0014180057401106934 -0.018636012263300725 0.0080909404070011372 0.001393727039454649 -0.015446287322748255 0.0064815430431647419 -0.019123102140530417 -0.01007065268464811 0.011163919272229416 -0.018864993780836174 0.0022387612069475499 -0.019258145180007798 0.011082234881799845 -0.0064476555438615713 0.0024756982278859889
leaf_weight=5.3273473381996217 24.499114256352186 8.0619962215423602 8.1615856140851957 4.2797361500561228 4.9542327634990206 3.4815875589847654 4.6950780823826772 311.67687733098865 7.0612343959510389 21.383095502853394 8.9975781515240651 7.812885954976081 4.9733828380703917 4.0905219614505759 7.8941767886281005 15.923134602606295 4.6614966392517072 15.887743368744848 4.8338824547827244 5.1607481837272635 7.698743760585784 3.5723093599081039 3.3976328447461128 15.551700606942175 3.5804317966103554 19.191004477441311 4.2727776095271102 4.9451157227158529 3.9418942779302597 10.024014804512261
leaf_count=91 330 38 58 57 72 16 15 1205 45 91 70 50 16 29 80 83 39 56 33 70 24 28 26 43 29 78 34 19 21 54
internal_value=0.000163031 -0.00601782 0.00101815 0.00144323 -0.00228896 0.00160008 -0.000609981 0.00243308 0.0011154 -0.00183352 -0.00683201 -0.00506709 -0.00243873 -0.00526647 -0.00573168 -0.00254228 -0.000660037 0.00187744 -0.00843933 -0.00558836 -0.000907131 -0.00634973 0.000283349 0.00436921 -0.00345916 0.00623388 0.00268939 -0.00401973 0.00330673 -0.00221063
internal_weight=559.993 68.0592 491.934 462.789 43.5601 458.509 125.511 332.998 90.4841 47.4659 26.0828 35.0271 27.2142 22.2408 29.1447 21.2505 38.6059 29.1105 9.49538 13.2227 18.1503 10.4515 6.87922 43.0182 8.27551 34.7427 324.837 13.1598 8.88701 17.0852
internal_count=2900 638 2262 2008 308 1951 614 1337 425 260 169 189 139 123 254 174 236 164 72 108 94 70 42 165 44 121 1279 74 40 99
is_linear=0
shrinkage=0.0127721


Tree=37
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 1 0 0 2 2 0 1 2 2 2 2 1 1 2 1 1 1 0 1 1 2 2 0 0
split_gain=27.1175 13.7827 14.7331 12.677 7.6997 6.94189 5.86567 10.9817 10.0467 7.93725 7.66719 7.21859 7.63775 6.57445 6.02904 5.84708 5.46451 5.72781 5.30779 5.74401 5.23168 5.03093 9.28962 4.84759 7.47645 4.77037 4.39826 5.53045 4.38791 6.85627
threshold=0.5726475255500002 0.42314601355000009 44.269496632500008 44.710446918150005 0.68186581240000022 0.47943175355000006 0.39078171310000004 0.48181192180000004 0.53592706805000012 42.178283198950005 43.633733172900008 0.54475913895000005 0.41917906650000009 43.279086095950007 38.386256906100009 48.315732392000008 49.275256100300005 0.48363821445000005 0.35585760905000008 40.712530798250008 0.4355408521000001 0.39584144190000009 0.39458399450000009 0.47886290830000006 0.34521421515000011 0.49242537650000007 39.995120105550008 40.922041107600009 0.53136133645000017 0.55754318735000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 6 25 16 -4 7 9 10 18 21 -10 -13 -11 20 -1 -5 -18 -3 -20 -14 22 -8 24 -15 26 -2 -28 -7 -30
right_child=3 2 5 4 -6 28 8 -9 11 13 -12 12 14 23 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0072926188952504144 -0.0086013958599715119 0.002751584631984202 0.0022597562108820084 0.0045609955228357113 -0.010181519897204895 -0.0080147551366365269 -0.0062446186185924901 0.0041321921012275843 0.0047629709304331611 -0.0047281854785099844 0.005165583882689802 -0.009252395942653523 -0.011533886245904313 0.0058205918231050893 0.0021318699234413483 0.0010245125846678786 -0.011812080129539937 0.00044983793606383617 -0.012884372489153603 0.003843897821228993 7.52372590171056e-05 -0.0087207715511266985 0.0081092952716820006 0.0082402137967686612 -0.0094549898063761781 -0.0099836507082084382 0.0047313691279680407 -0.0052012542594117991 0.00073648586385824508 -0.012523931906477055
leaf_weight=19.94232510775328 12.728795960545542 82.887057200074196 12.486943095922468 16.713690914213661 4.9206146895885459 18.082975767552853 10.419147029519083 145.65926175564528 36.859554708003998 27.508232481777668 6.1661172509193412 5.7239657938480368 4.6723400875926 4.7428119480609876 54.986000075936317 8.7513505816459638 3.603545367717742 11.455308876931666 3.3528638407587996 2.6400103643536568 6.9455927982926369 14.886714413762091 4.7114410996437064 5.8986977636814109 4.4864664971828461 20.643525429069996 5.8172897845506695 13.156379781663416 13.512856759130957 3.5409599393606177
leaf_count=210 139 276 49 59 61 148 74 443 110 165 24 41 41 14 194 32 32 62 31 12 38 120 13 14 29 280 21 74 66 28
internal_value=0.000181873 0.000951549 0.00129987 -0.00413043 -0.000307431 -0.00317295 0.00180398 0.00252779 0.000423928 0.000750844 -0.0034499 0.00170767 0.000150632 -0.00225796 0.000958732 -0.00475596 0.00122177 -0.00248441 0.00219419 -0.00551515 -0.00459356 -0.00521968 -0.00177502 0.00223381 -0.00160506 -0.00681025 -0.00474384 -0.00215593 -0.00510363 -0.00201683
internal_weight=587.903 498.864 470.17 89.0392 36.6932 47.6237 422.546 277.175 145.371 131.516 36.1834 109.187 72.3279 42.6362 66.6039 28.6937 31.7725 15.0589 88.8799 5.99287 11.6179 30.0173 15.1306 15.128 9.22928 52.346 31.7025 18.9737 35.1368 17.0538
internal_count=2900 2172 1930 728 214 291 1639 984 655 541 231 424 314 222 273 242 153 94 319 43 79 207 87 57 43 514 234 95 242 94
is_linear=0
shrinkage=0.00848275


Tree=38
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 1 1 2 0 0 0 2 0 1 2 2 2 0 1 2 2 1 0 0 1 1 2 0 2 0
split_gain=15.2809 6.5252 6.79594 7.5302 7.93832 6.68754 6.39344 6.46059 5.45392 4.20169 4.02703 5.52985 5.23962 5.01657 4.02052 3.84544 3.62063 3.57672 3.38004 3.37087 5.25753 3.56869 3.17328 4.04883 3.83819 5.75219 4.06896 2.97082 6.09196 4.99898
threshold=0.50663153795000015 0.30560462260000004 0.39167988980000007 0.47706655490000011 0.34524415440000006 0.35675578575000005 0.39388042275000007 32.785955158400007 0.4622167001000001 0.52324780695000006 0.53136133645000017 44.215931556700006 0.54511840960000013 0.42019700010000005 40.621691032550004 36.735256530150004 40.166811829450005 0.52772372085000019 0.40367054880000008 43.968221017800005 42.448133449100006 0.39584144190000009 0.47305469895000007 0.47470135625000004 0.32272985840000007 0.33263974130000007 38.175120519550006 0.51017933595000009 43.45354240915001 0.50109278165000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 22 -6 -4 -8 -7 14 11 19 -12 18 16 -15 -5 -11 -14 20 21 -9 24 -24 -3 -26 -27 29 -29 -16
right_child=-2 2 6 9 5 8 7 10 -10 17 12 -13 13 15 27 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.017498479055823784 -0.013536525133034567 0.0021362966764127897 -0.01935323677436938 0.005174860959368136 -0.022296493218061299 -0.012670018898587132 -0.018914755825344812 0.0094781373991712006 0.013238454221507974 -0.011897651478373022 0.0046573159252153683 -0.019318486809471489 -0.00039300111339693906 -0.012374532065066174 0.001816890110035085 0.00026714779483195424 0.012705350377554644 0.003270108605331762 -0.01859150896869529 0.012262699920936534 -0.021619439589939893 -0.0075712337291228542 0.014828966702524173 0.00046884016958203477 -0.018558443952161156 0.0067907531493629283 -0.011897285160614815 0.0042512546972006413 -0.022136415539697953 0.011275872241499245
leaf_weight=4.8577293157577506 19.473957255482674 26.827697526663542 4.7675048410892478 71.4922796189785 7.6872841566801062 4.8490902185440046 4.8287988640367976 5.31792952120305 3.4401304423809052 7.5436026006937009 50.089656390249729 6.1679974570870391 4.0858859345316869 6.2949941381812087 96.354645766317844 111.93209803849459 20.305095262825489 7.8659057840704918 6.6290010660886765 3.3057442456483832 3.7108704783022395 7.1013892404735088 7.639791481196883 13.379978664219378 6.9135052077472237 7.3351244330406171 4.7572609409689903 5.4756272286176664 3.5861830040812492 16.159277439117432
leaf_count=91 319 134 56 234 71 43 69 20 16 43 182 78 29 72 362 538 55 29 54 10 36 64 18 58 58 30 29 20 33 49
internal_value=0.000155569 0.000657997 0.000825726 0.0023092 -0.00175675 -0.0117232 -0.00133207 -0.000921896 -0.00191768 0.00378126 -0.000497318 -0.00633528 0.00033759 -0.00134048 0.00435441 -0.000405958 0.00684057 -0.00415515 -0.0116519 -0.00221506 -0.00518216 -0.000270724 0.000625007 0.00568813 -0.001697 -0.00710787 -0.000561301 0.00247721 -0.00619158 0.00317539
internal_weight=550.176 530.702 525.844 311.612 82.8299 15.9765 214.232 209.464 8.28922 228.783 204.636 25.6039 179.032 128.942 213.373 118.227 91.7974 15.4095 10.7149 19.4359 16.1302 12.4193 66.8534 21.0198 45.8336 19.0059 12.0924 121.576 9.06181 112.514
internal_count=2900 2581 2490 1282 457 130 1208 1152 59 825 1083 208 875 693 753 610 289 72 83 130 120 84 327 76 251 117 59 464 53 411
is_linear=0
shrinkage=0.0157379


Tree=39
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 1 1 0 0 2 2 1 2 0 1 1 1 0 0 0 1 0 0 2 2 1 1 0 1
split_gain=13.2446 5.90703 7.32571 6.18337 6.22135 5.41418 4.60965 4.95902 4.17714 5.93126 5.2155 6.52234 4.16445 4.00574 3.85483 7.4455 6.19721 5.33408 4.76613 4.07886 4.44455 3.86128 3.36575 6.47471 3.43913 3.30946 6.62225 3.89533 7.58399 4.67435
threshold=0.50663153795000015 0.42646926740000007 0.38906020780000011 0.51243974730000008 38.238138001450004 41.872669623500009 0.31308942845000004 0.30560462260000004 0.51589772760000019 0.50300889195000009 43.19689381845 43.061965423550006 0.38042274180000007 37.962710038050005 0.48543456785000005 0.34554354660000003 0.35877668335000007 0.35585760905000008 0.51929582950000019 0.50579323975000012 0.51243974730000008 0.34608245260000009 0.47727612945000003 0.4755546241000001 43.57842012870001 51.779769178100004 0.49901200560000009 0.48627286610000009 0.6166282446500001 0.48363821445000005
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 13 14 7 -1 9 10 11 -7 -10 -5 15 -3 -16 21 19 -18 -21 -17 23 -12 -24 27 -27 29 -29 -6
right_child=-2 2 3 4 25 8 -8 -9 12 -11 22 -13 -14 -15 16 17 18 -19 -20 20 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.01586236310273657 -0.011946031908464216 0.0046481712083151321 -0.018079977250162683 -0.0044747383125722648 0.00092707774768495323 -0.0019555103584576313 -0.015712752331346121 0.0013769898121488318 -0.021431828214552882 0.0093963776633325079 0.0048647341687586979 -0.020802427820402571 -0.0014035626254018828 -0.020706216722294852 0.013277448087295354 -0.006696148665518281 0.0047695556520579961 -0.018220846063977277 0.011694236929780603 -0.01638014529591315 0.0015516219827557045 0.0078294799333390886 0.015116317183833846 -0.015340029627317108 0.0029783369960201668 -0.017385869006761999 0.014507090059764038 -0.019798904667876004 0.0033094462178264545 0.014289052838826713
leaf_weight=4.4396818131208482 18.257633816450834 65.927306175231934 4.3100455850362769 34.699186991900206 163.24151695519686 45.926432721316814 7.3605881221592417 15.857184879481791 3.5617395341396314 14.71074992418289 10.503908537328241 4.1629435345530501 5.4759956672787666 3.4772588163614264 21.352232821285725 9.9804837256670051 22.866650402545929 4.9870876744389525 12.126960478723047 4.7871515005826932 7.1868568360805511 6.1471699476242057 7.6526326090097454 4.8051167204976073 13.260427579283713 5.2862631119787684 1.8190536946058271 5.3965517655014974 6.5180424079298973 5.6298978701233855
leaf_count=91 319 216 57 289 728 223 80 83 33 49 46 32 25 32 58 42 76 43 31 31 25 22 17 32 46 73 5 51 30 15
internal_value=0.00012515 0.000546181 0.000907919 -0.000973204 -0.000647058 0.00254067 -0.0059385 -0.0023939 9.4131e-05 0.000934255 -0.000508011 -0.00352188 -0.00929663 -0.00595316 0.00427383 0.00226179 0.00683724 -0.00518929 0.00390942 0.00119977 -0.00561741 -0.0011596 0.00365969 -0.00147703 0.00741994 0.000431056 -0.00922086 0.000810399 -0.00715716 0.00137254
internal_weight=541.715 523.457 495.8 230.378 226.068 265.422 27.6575 20.2969 110.06 101.022 86.3115 50.0894 9.03774 38.1764 155.362 87.042 68.3199 21.1147 46.9676 34.8407 11.974 16.1277 36.2221 15.309 20.9131 187.891 7.10532 180.786 11.9146 168.871
internal_count=2900 2581 2327 1280 1223 1047 254 174 503 445 396 255 58 321 544 323 221 107 163 132 56 64 141 78 63 902 78 824 81 743
is_linear=0
shrinkage=0.0144177


Tree=40
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 2 0 2 1 0 2 2 0 0 0 1 1 0 2 0 0 1 2 1 2 2 1 1 2
split_gain=21.5087 11.1192 11.062 10.4513 8.15506 7.13715 6.74641 6.07203 8.24672 5.83766 5.46963 5.37695 8.7769 5.10868 6.59253 5.52058 4.77323 5.04686 12.3581 7.46899 5.24119 4.67517 4.50998 13.1391 7.90116 4.495 8.75307 5.61365 5.26585 4.11337
threshold=0.5810754169000002 0.47305469895000007 41.792045663550006 44.269496632500008 0.38906020780000011 38.238138001450004 48.680511450650009 0.48543456785000005 39.468990633150007 0.48363821445000005 0.68186581240000022 48.988717865950008 48.852845034800005 0.47470135625000004 0.47670728420000003 0.47577916830000005 0.35877668335000007 0.37982395740000008 0.50579323975000012 39.852039223600009 0.50300889195000009 0.47943175355000006 0.45206730335000006 39.468990633150007 0.44489685935000006 49.275256100300005 44.710446918150005 0.49901200560000009 0.48627286610000009 34.997818021800008
decision_type=2 2 2 2 2 2 2 2 2 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 7 29 -1 8 -3 11 25 12 21 -10 15 -15 -9 18 20 -20 -18 -5 24 -24 -7 26 28 -27 -4 -6
right_child=2 3 10 9 5 22 -8 16 13 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0043680860843162313 -0.0098748481980223072 0.0079709362326178135 0.00041925898177250546 0.0039471269531194692 0.0013959047801525971 0.0010646406434910347 0.0041048635716968941 0.0072729659004595344 0.0094717367544659009 0.0077755421497344625 -0.011358713566957595 -0.010442658809245671 0.012668188497002277 -0.0015471021821153938 0.00097960436001206749 -0.015947141224332662 0.00093626589362027525 0.0069186787973763752 0.00054228414603079279 -0.014776203914500786 0.0091328183287003005 -0.0059533427034627207 0.0065954068081121673 -0.011654182734740224 0.0091510643174830073 -0.014016723895004173 0.0060740513920806045 0.00075399879659017737 -0.011883831116178394 -0.0059837982814310298
leaf_weight=52.096468903124332 25.906406190246344 16.675722748041153 8.1549387425184268 5.6145441830158296 10.235611669719217 102.34417271241546 10.622271686792372 43.557188518345356 5.805936560034751 4.2777083218097678 5.0850410498678675 9.6481455750763399 3.3437879532575598 6.4492061734199506 88.893356420099735 4.0817107856273651 16.955848142504696 21.517084389925003 5.9269308224320394 6.0279807969927788 12.895426675677298 22.128026854246855 6.5795937180519095 8.4756600335240346 12.75934588909149 4.691546678543089 15.933113291859625 4.9804103970527649 5.4488475807011119 23.087561406195164
leaf_count=389 330 42 38 20 62 432 34 117 15 12 72 96 8 34 336 33 59 57 22 40 33 154 20 53 30 39 56 33 70 164
internal_value=0.000177209 0.000882374 -0.0048453 0.00142962 0.00193707 0.000284289 -0.00293308 0.00311808 0.00163999 -0.00299264 -0.00190365 -0.00412346 -0.00216219 0.000636732 0.000120807 -0.00712846 0.00480396 0.00310565 0.00114314 -0.0071817 0.00447709 -0.00394968 0.00130871 -0.00367857 0.00196103 -0.000677411 0.0012 -0.00641079 -0.00450861 -0.00371703
internal_weight=570.2 499.999 70.2003 437.281 392.268 163.482 62.7187 228.786 121.906 45.0122 44.2939 40.7345 31.0864 105.23 99.4243 10.5309 106.88 63.3233 41.8062 11.9549 29.8513 27.7426 130.159 15.0553 115.104 39.2089 29.5369 9.67196 13.6038 33.3232
internal_count=2900 2262 638 1839 1549 761 423 788 460 290 308 278 182 418 403 67 328 211 154 62 92 174 535 73 462 236 164 72 108 226
is_linear=0
shrinkage=0.00968975


Tree=41
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 0 1 0 0 0 1 0 1 1 0 2 2 1 1 0 1 2 1 1 0 1 1 1 1 1
split_gain=20.947 11.2259 10.9364 10.7745 6.67796 6.48076 5.12353 4.94591 4.69837 7.0822 4.5327 4.44441 6.85225 5.96466 8.68069 6.80412 5.91722 5.8684 18.6147 6.30033 9.28954 7.57038 5.80875 9.6102 4.7691 4.53505 4.48039 12.5241 5.342 4.91846
threshold=0.5726475255500002 44.710446918150005 0.41932876265000008 44.269496632500008 44.921040431000009 0.68186581240000022 0.44922307715000004 0.47943175355000006 0.53136133645000017 0.55754318735000019 0.49242537650000007 0.46928235680000008 0.32272985840000007 0.39078171310000004 0.53592706805000012 43.633733172900008 40.621691032550004 0.40621538280000008 0.41753240920000007 0.54910032635000017 0.4355408521000001 40.259171735100004 0.39584144190000009 0.39458399450000009 0.48543456785000005 0.37138109635000011 0.45393850480000009 0.46208197360000008 0.44578006650000007 0.43672345135000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 11 -1 6 -3 -5 -9 -10 -2 12 -4 16 15 22 -13 -16 -19 -20 21 -21 23 -15 -18 -26 28 -28 29 -22
right_child=1 5 3 7 -6 -7 -8 8 9 -11 -12 13 -14 14 17 -17 24 18 19 20 26 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.010764502600723371 -0.0055688180071714151 -0.010065218153620617 0.0058186109082684909 0.0022451575865535169 0.00031773372404938333 -0.012541446183767102 0.0032586653419416525 -0.0096214773716496692 0.0019225904506535369 -0.015379952624732247 -0.012328848292449802 0.0051619342107071539 -0.0055309737543543947 -0.0073405108086541946 0.0087371751393546387 0.0064407588044627252 0.00026579844286086878 -0.018061060095660216 0.0059824152120797561 -0.015409013582116013 0.0087384371277554676 0.00038482166892385157 -0.010978929608093383 0.011128951758451135 0.0060266479632533378 -0.0025103471079534413 -0.01688349005585207 0.0055783032238918163 0.0090781667847422472 -0.0047971803671939175
leaf_weight=13.979281380772592 30.760237261652946 3.7804527953267124 8.7726056426763552 12.583287090063093 11.276926964521406 4.2277518361806861 26.795608036220074 16.861317798495293 13.313162319362165 3.4114774614572516 18.077895604074001 108.43685726821423 20.092847846448421 10.164555333554746 13.235569730401037 5.8992295116186133 85.080559901893139 5.4718557968735686 33.333454817533493 6.9405506700277311 4.7367168143391636 6.9951169937849045 14.558576814830301 4.7431175187230101 39.508629888296127 8.7196809127926809 4.5612987428903562 7.5932393744587898 15.963319912552832 8.8199884220957738
leaf_count=180 234 29 29 50 50 61 124 148 66 28 280 332 127 73 35 24 354 44 99 59 15 31 117 13 117 40 34 27 40 40
internal_value=0.00019422 -0.00475758 0.0010481 0.00142515 -0.00581627 -0.000107899 0.00161129 -0.00348396 -0.00563043 -0.00160677 -0.00807111 0.00197311 -0.00208168 0.00227731 0.000542937 -0.00406241 0.00330336 0.00205588 0.00111927 0.00229926 9.15243e-05 -0.00748117 -0.00616518 -0.00146415 0.00179155 0.00448316 0.00262378 -0.00285105 0.00487798 -6.78316e-05
internal_weight=568.695 83.6419 485.053 459.797 25.2562 34.8038 30.5761 46.1692 33.586 16.7246 48.8381 413.628 28.8655 384.762 143.017 35.3655 241.746 107.651 94.4155 88.9437 55.6102 13.9357 29.4662 14.9077 133.309 48.2283 41.6746 12.1545 29.52 13.5567
internal_count=2900 728 2172 1942 230 214 153 292 242 94 514 1650 156 1494 651 227 843 424 389 345 246 90 203 86 511 157 156 61 95 55
is_linear=0
shrinkage=0.0107142


Tree=42
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 0 1 1 1 0 2 2 1 2 2 1 1 2 2 2 2 2 0 1 0 1 0 1 0 1
split_gain=13.6236 12.8748 7.70584 7.386 6.82307 6.02975 4.476 10.0307 6.1577 6.59243 8.90604 10.2139 6.30781 4.13712 4.06833 6.0379 8.71281 5.96686 10.1635 5.29036 3.44261 6.39266 3.407 7.54413 5.3039 4.7206 3.29761 5.74354 3.23141 3.04047
threshold=0.57600071855000012 44.710446918150005 49.110028829250005 0.47305469895000007 48.680511450650009 0.68186581240000022 0.45393850480000009 0.46208197360000008 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.43590012275000006 45.673096293200011 42.102795028150005 0.4211999641000001 0.41640968835000008 47.833738492450003 44.527357125550004 43.19689381845 32.483642351600004 35.131296350900008 0.48101853240000009 0.3447651268000001 0.52511900840000014 0.3982365797500001 0.50300889195000009 0.3465914194000001 0.47760546090000006 0.37668033890000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 20 13 8 -8 9 14 -11 -12 -13 -3 -5 16 17 18 19 22 -1 -22 23 -16 26 -26 27 -24 -21 -20
right_child=1 5 -4 6 -6 -7 7 -9 -10 10 11 12 -14 -15 15 -17 -18 -19 29 28 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.02044935382536443 -0.011985025450078129 0.018641451918933547 -0.010783359421332534 0.0039925027396911453 0.011305893621611341 -0.017703991593790071 -0.023406653849635601 0.0037005383956531636 0.011977234306536773 -0.015830407920866315 0.014152470537416993 -0.022253755402384362 4.0511214993589093e-05 0.0012157551817303287 0.010250859794239699 -0.015355472498245225 0.01933129199476406 0.013573372145666708 -0.0061175890179959742 -0.0042530597753369787 0.0099839657649038512 -0.0069555591470294668 0.0071656081871243798 -0.011964687250298497 -0.02267425438392761 0.0040285279968224922 0.012079150263930501 -0.011417379986977056 0.0080182398567967723 -0.021635659435964055
leaf_weight=3.5572204962372771 39.749772265553474 3.7393338382244137 12.629628028720616 220.30362604185939 6.2984480559825888 3.6232536770403376 5.2087535336613646 8.7531488835811597 15.738595083355902 11.018352270126341 8.8033387809991854 4.4772560968995085 9.4300711154937726 25.382293868809938 4.7341621518135097 5.5210921652615061 6.0089102908968917 7.4161986112594596 5.8732390403747541 6.286160133779048 6.1699265465140334 39.115415420383215 10.841552093625074 16.066387750208378 3.7430474534630767 2.7452381104230881 8.6109122931957227 6.2853037640452376 27.992007441818714 6.217976126819849
leaf_count=48 488 8 108 815 17 61 41 38 42 91 23 38 35 137 14 47 13 23 36 33 27 314 33 116 34 12 27 29 92 60
internal_value=0.00017147 -0.00606918 0.00113437 0.00146357 -0.00384473 0.00111221 0.00219156 -0.00641232 0.00250107 0.00210055 -0.00442022 0.00111557 -0.00713679 0.00345328 0.00275002 0.000437042 0.00120988 0.000190423 -0.000808115 0.00103244 -0.00579847 -0.00464762 -0.00202869 -0.00690847 0.00112101 -0.0113761 0.00427143 0.000345925 0.00576785 -0.0140978
internal_weight=542.341 72.4947 469.846 457.216 55.141 32.7449 402.075 13.9619 388.113 372.375 33.729 22.7107 13.9073 29.1216 338.646 118.342 112.821 106.812 99.396 87.3048 48.8426 45.2853 53.0266 20.8005 32.2261 6.48829 25.7378 17.1269 34.2782 12.0912
internal_count=2900 694 2206 2098 406 206 1692 79 1613 1571 187 96 73 145 1384 569 522 509 486 390 389 341 265 130 135 46 89 62 125 96
is_linear=0
shrinkage=0.0154666


Tree=43
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 2 2 1 2 0 0 1 0 1 0 0 1 2 1 2 0 2 1 0 1 1 2 1 1
split_gain=11.8537 5.35888 6.14272 5.95303 5.29075 4.14643 4.03955 4.03774 5.29607 5.74499 4.00791 5.85971 9.87793 4.08498 6.20836 3.98539 3.77034 3.43242 5.0946 5.0963 6.24012 3.35177 3.67639 3.22526 6.61279 3.59811 3.30954 2.87044 2.8157 2.73323
threshold=0.50064369330000014 0.42314601355000009 0.39167988980000007 0.39388042275000007 37.186372654950006 45.027406014450008 44.921040431000009 41.872669623500009 0.34193587020000005 48.461603274950008 0.63514565435000014 0.61532588845000014 0.48627286610000009 0.53136133645000017 0.39584144190000009 0.68186581240000022 0.52366695610000014 0.48363821445000005 49.110028829250005 0.46613873835000008 41.792045663550006 0.56859076075000015 34.997818021800008 0.32272985840000007 0.46928235680000008 0.34392682850000006 0.33672644530000007 36.372781240150012 0.39904493880000008 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -4 21 -2 -1 16 9 -9 11 12 13 14 -6 -7 23 18 19 -15 -21 22 -5 -3 25 26 -25 -24 -20 -10
right_child=5 2 3 4 10 15 -8 8 29 -11 -12 -13 -14 17 -16 -17 -18 -19 28 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.011877046564359135 -0.016471773729970003 0.01516329329076763 -0.018117137476944656 0.0042018126357434111 0.0085946752869446672 0.0032779185758422653 0.0003311848049933163 -0.022163817209498178 0.0090955352650847615 0.0041650620179586959 -0.015077338713412739 0.013393892776244752 -0.020550725614297233 0.0025409728259460323 -0.010131687979265855 -0.01689555080797759 -0.007732246330845698 0.013921013458389954 0.0020839484250179631 -0.021872187302692435 0.0023299550975073272 -0.016897433119651258 -0.020192383763788346 -0.010561701935597492 0.0047576241752725684 -0.019636973985191659 0.0069640686646962749 -0.0025657921071071651 -0.0195865114070959 0.00033421912236051052
leaf_weight=13.095314111560585 12.092064008116724 5.8326107412576667 4.4543746374547473 6.882726356387141 5.2496225386858013 6.5926437564194185 11.259195834398268 4.68052964657545 8.6686981618404371 3.0622809231281281 3.7555410563945761 7.5631456002593032 5.0925699174404135 119.70064111799002 16.028372049331665 3.2735152468085289 6.0842866972088805 4.8115082383155814 2.0095265358686438 4.4010866209864599 5.1806975975632668 6.2272020056843749 3.7766034305095655 4.7642810046672803 145.91867560148239 3.37740784138441 4.8637222349643707 4.5496321767568588 4.0152721740305424 96.391368187963963
leaf_count=191 252 13 56 38 20 48 51 37 25 11 26 28 47 482 162 60 29 13 16 38 24 106 37 26 487 39 15 31 43 449
internal_value=0.00014719 0.00060861 0.00095052 -0.00102947 -0.000647457 -0.0106054 -0.00623313 0.00237245 0.000177996 -0.0117507 0.000198157 0.000527757 -5.67156e-05 0.000589934 -0.00551159 -0.00341548 0.00382141 0.00151649 0.00107539 0.00170143 -0.00878653 -0.00766162 -0.00388009 0.00424807 0.00384748 -0.00636425 -0.00170831 -0.0105608 -0.0123585 0.00105713
internal_weight=533.655 511.697 487.342 203.699 199.244 21.9582 24.3545 283.644 112.803 7.74281 177.808 174.052 166.489 161.397 21.278 9.86616 170.841 140.119 135.307 129.282 9.58178 21.4362 15.209 164.757 158.924 13.0054 9.628 8.32624 6.0248 105.06
internal_count=2900 2540 2298 1167 1111 360 242 1131 522 48 899 873 845 798 182 108 609 616 603 544 62 212 106 580 567 80 41 68 59 474
is_linear=0
shrinkage=0.0149454


Tree=44
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 0 0 2 1 2 1 2 2 2 0 1 2 2 2 1 2 0 0 1 1 1 0 0 0 2
split_gain=10.2559 5.05306 4.99544 4.44477 6.41264 5.79245 5.31857 5.27105 4.20547 4.03693 5.72616 4.01205 7.01097 3.56156 3.33057 3.59589 3.16853 6.49191 5.77549 3.75462 8.32325 5.75121 4.56715 3.74038 3.2947 5.41386 4.62567 6.97163 7.7676 6.09281
threshold=0.50064369330000014 0.30560462260000004 32.785955158400007 42.718072821900002 43.19689381845 0.55154037305000014 0.57600071855000012 40.742467179200005 0.48544953745000008 49.275256100300005 0.48363821445000005 48.315732392000008 48.988717865950008 34.997818021800008 0.47997065955000012 0.3465914194000001 40.166811829450005 40.036761086100007 40.496232821400007 0.38906020780000011 36.372781240150012 0.52266399210000014 0.45612406815000006 0.46208197360000008 0.45206730335000006 0.41917906650000009 0.50579323975000012 0.48543456785000005 0.47778509625000004 42.34047585750001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 13 8 -8 -6 -11 -2 -13 -4 -5 -16 17 19 -18 22 -21 -22 -15 -23 25 26 27 28 -20 -28
right_child=11 2 3 4 9 -7 7 -9 -10 10 -12 12 -14 16 15 -17 18 -19 24 20 21 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.01279174139901762 -0.011655165922026076 -0.0071615832551384017 0.0071562140267104222 -0.010504683177902733 0.0010966800532273685 -0.021543066918486512 -0.014920437863074433 0.0013681136026940377 0.0053691722222623892 -0.0094835192014796049 0.0036130147995762207 0.017834143424334589 -0.0083135202294204943 -0.0065653479951531726 0.0052849119368586833 -0.0060423343166956548 0.0083967283106874246 -0.012602178778976436 0.0043224900257332515 -0.016534146162227946 -0.012921784777733241 -2.6414008673293961e-05 0.0036135210054014668 0.011218166369984102 -0.008184018519874818 0.0063604671232231399 -0.0078597148462577152 0.0075225785735111754 -0.0037061008530108446 0.0062727186527079589
leaf_weight=3.96311205998063 13.842130303382875 11.386562053114174 16.387332450598478 7.8444072231650415 103.01932816579938 3.0176206901669493 7.3712122105062026 9.865112364292143 1.7470433898270128 12.608379911631348 7.2806134000420561 2.005568601191043 4.8363056518137455 6.7626920305192462 6.8415727019309989 8.9342003241181356 20.853172574192286 5.2709689661860457 31.65009081363678 4.6404867470264426 4.5006546862423411 48.381206318736076 61.640608862042427 4.4673474058508864 4.4431090503931037 32.004354931414127 15.609540969133379 23.666784793138504 35.175431229174137 5.7787446156144133
leaf_count=91 283 127 65 63 499 23 92 52 21 123 33 11 66 50 22 48 67 31 132 46 27 232 209 13 24 99 99 71 156 25
internal_value=0.000100489 0.000432791 0.000537372 0.000716366 -0.000973116 -0.00620314 0.001459 -0.00458849 -0.011033 0.000160383 -0.00468937 -0.00801448 -0.000648817 0.00181638 -0.00424338 -0.00112998 0.00152933 0.000190685 0.00260277 0.00070782 -0.00138806 -0.000162495 0.00260719 0.000924103 0.0017882 0.00209614 0.000876297 0.00203861 9.64228e-05 -0.00404138
internal_weight=525.796 505.112 501.149 489.762 149.546 26.6378 340.216 18.9834 9.11826 122.908 19.889 20.684 6.84187 321.233 23.6202 15.7758 304.845 135.664 169.181 130.393 61.9897 57.3492 68.4033 52.8486 148.328 143.885 111.881 90.4923 66.8255 21.3883
internal_count=2900 2540 2449 2322 811 156 1511 165 113 655 156 360 77 1346 133 70 1281 608 673 577 318 272 259 245 606 582 483 359 288 124
is_linear=0
shrinkage=0.011758


Tree=45
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 2 2 1 1 2 2 2 0 1 1 2 2 2 0 1 0 1 1 1 0 2 0 0 2
split_gain=16.534 7.58962 9.32067 6.47912 7.01201 6.29249 5.88644 4.10315 5.11516 8.48645 7.1728 3.67055 6.96234 3.64414 7.46376 6.21609 4.25811 3.78078 3.6507 3.48252 6.7757 4.8296 3.60512 3.26594 8.71792 3.2484 3.11451 3.51145 3.955 3.05702
threshold=0.50064369330000014 0.41932876265000008 0.39167988980000007 37.186372654950006 0.53136133645000017 41.621607100200002 44.921040431000009 44.215931556700006 0.39458399450000009 0.39584144190000009 43.968221017800005 48.315732392000008 48.988717865950008 0.48140774230000011 0.35877668335000007 0.34554354660000003 40.79983011445001 39.56957118270001 38.512991772500008 0.54910032635000017 0.43590012275000006 0.56055207925000017 0.39971857130000005 0.34193587020000005 0.32144247180000002 0.51700547890000015 41.322103772800006 0.47943175355000006 0.47760546090000006 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 7 13 -1 8 -5 -10 25 -2 -13 15 -15 17 18 -3 -17 22 -21 -22 -6 24 -7 -11 27 28 -19 -25
right_child=11 2 3 4 19 23 -8 -9 9 10 -12 12 -14 14 -16 16 -18 26 -20 20 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0074828772599692499 -0.0081835262568582829 0.0043640949848553472 -0.0046063286258804445 -0.0099740998791639276 -0.0033537472069542691 0.0031648413637113053 0.00025498746488510592 -0.0093762243027527784 0.0094891048912705868 0.00085218849911794341 0.00611428111169314 0.010436498365701111 -0.0062701148923366753 0.0063099019893422034 0.001855048124500003 -0.0024806937068781064 0.0021558533754623692 -5.921170011410841e-05 -0.013076924097927427 -0.0046475596830676674 0.004791972681850231 -0.00027778813490522464 0.0027558170407720752 0.0002236203387575187 -0.011752713249700319 -0.01041218749627012 0.004811190316434487 0.0033939593679673695 -0.0084475497619790983 0.0051707481665517023
leaf_weight=12.884552258998157 16.93124267086387 26.499324314296246 22.580532535910606 4.0698931813240113 6.7168623954057685 4.8669513612985593 11.278961353003977 6.3877452611923209 4.1290185451507559 2.1091675981879217 3.3214537724852553 2.1095548048615447 5.5161155089735985 35.944003075361252 63.921582937240601 4.3902256637811643 4.601417861878871 8.4972094967961365 3.6366350203752518 18.829439613968134 13.694563463330267 71.56278245896101 49.085347756743431 111.08860943466425 4.7214256003499031 6.0825724527239799 6.8676491379737845 6.7468028366565695 5.775555118918418 8.2055782154202443
leaf_count=180 283 81 215 43 40 18 50 85 9 21 10 11 66 96 221 32 16 33 25 130 41 354 164 489 37 55 19 20 29 27
internal_value=0.000119513 0.000411024 0.000616185 -0.000649995 -0.000169664 0.00150908 -0.00387102 -0.00392849 -0.00216314 -0.000130831 -0.00358086 -0.00615418 -0.00164842 0.00251166 0.00345846 0.00110075 -0.00384271 0.00224859 -0.0072814 0.000443916 -0.000401264 0.000536548 0.00202041 0.000210922 -0.00418073 -0.00751189 0.000238372 -0.00125569 -0.0034536 0.000563906
internal_weight=553.053 528.496 504.332 208.569 185.989 295.763 24.1635 26.0999 19.7121 15.6422 11.5132 24.5569 7.62567 166.88 99.8656 67.0148 12.6283 54.3865 8.02686 159.889 104.087 85.2573 55.8022 128.883 9.58838 8.19174 27.8872 21.0196 14.2728 119.294
internal_count=2900 2540 2310 1167 952 1143 230 223 138 95 86 360 77 572 317 255 73 182 57 729 525 395 204 571 55 76 101 82 62 516
is_linear=0
shrinkage=0.00782139


Tree=46
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 1 1 1 1 1 0 0 0 2 0 2 2 2 1 1 1 0 1 0 0 1 2 1 1
split_gain=9.95741 4.7987 3.83032 5.97219 5.83734 5.27268 5.00902 4.41289 5.23768 4.03563 3.98722 5.3902 4.11368 3.38362 3.31835 3.24217 2.95665 7.2853 2.93434 2.88336 2.78907 2.76267 2.52082 2.21425 2.20309 5.44688 7.91976 5.08643 2.9542 9.08221
threshold=0.50663153795000015 29.904643970450003 42.718072821900002 0.58859016195000013 43.19689381845 0.47777012665000013 0.4274273225500001 0.46613873835000008 0.46208197360000008 0.49242537650000007 0.45393850480000009 0.57811143375000007 0.41932876265000008 0.47997065955000012 43.542456167850005 0.48119816770000007 48.315732392000008 48.988717865950008 41.24714903835001 0.3465914194000001 0.3447651268000001 0.3459626957000001 0.57944372925000021 0.35814795965000007 0.56501302355000016 0.54910032635000017 0.4410796084000001 40.878805547300004 0.41985269900000005 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -5 13 8 10 -7 12 -12 18 20 15 21 -2 -18 -3 -15 -4 -6 -9 -17 25 28 27 -27 29 -14
right_child=16 2 4 5 14 9 -8 22 -10 -11 11 -13 24 19 -16 23 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.01140604219081893 -0.013425081444707269 -0.014626499896216864 -0.0016496869830480811 -0.01621868483975062 -0.011134642036069514 0.0070262548797416354 -0.020759571057540744 -0.018427560685558914 0.013345139697326824 -0.014189241797592591 -0.017658704865100044 0.0050178692123805024 0.0022864311566965496 0.0050990802834140004 -0.00081081703470300482 0.01519390686881426 0.015383022918728954 -0.013908025133659957 0.0036168899648682928 -0.0055680095571045262 -0.016279535507266261 0.0056300321590187817 -0.00060815571093543453 0.0045243973672794693 0.0060988148185603629 -0.015300008611083863 0.0047126227418382268 -0.001001669504138958 0.0063893250922644673 -0.0091322695845805699
leaf_weight=5.183157715946435 10.340694494545458 3.9502589777111998 3.2214374393224769 5.4945101439952833 2.9958059713244465 4.3168700411915779 3.2039583548903456 2.595029041171073 5.8024180606007567 1.9976356364786623 3.7592400014400473 2.7752551361918449 235.23289645463228 6.7961498200893393 108.49256903678179 4.5219092816114417 2.1612476557493201 3.2207642272114754 2.0345287397503853 8.9326533116400224 5.1705068126320839 2.9929925799369812 2.2642747573554516 8.5916583426296693 17.980587728321552 9.0419186726212519 10.131286308169363 6.5235562175512305 23.077081050723791 11.11073189601302
leaf_count=76 249 56 28 63 28 31 27 22 15 31 32 16 950 22 620 9 11 59 38 46 52 12 22 35 76 76 32 29 73 64
internal_value=0.000109015 0.000408285 0.000530024 0.0012485 -0.00108431 -0.00737803 -0.00626113 0.00155143 0.00172262 0.000314592 0.00151551 -0.00802777 0.00171095 -0.00433531 2.43218e-05 0.00476752 -0.00956404 -0.00214566 -0.00842466 -0.00095894 -0.0106635 -0.00275624 -0.0101243 0.00820353 0.00190469 0.00164915 -0.00377989 -0.00930751 0.00216696 0.00177142
internal_weight=523.914 508.191 503.008 348.088 154.92 11.809 27.3247 336.279 331.42 6.31451 325.617 6.5345 319.083 24.1207 127.595 19.1024 15.7227 5.38201 5.98479 15.7288 8.39194 5.9888 4.8593 13.1136 313.098 295.117 25.6968 15.5655 269.421 246.344
internal_count=2900 2581 2505 1626 879 125 175 1501 1457 62 1442 48 1394 148 704 84 319 70 94 68 80 40 44 44 1300 1224 137 105 1087 1014
is_linear=0
shrinkage=0.0123416


Tree=47
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 2 2 2 0 0 0 0 1 1 1 0 1 1 1 1 1 2 0 2 2 2 1 0 1
split_gain=18.2578 13.544 13.0501 9.83854 7.77926 7.51692 8.60477 7.53428 7.42293 7.23199 7.46371 7.1657 5.39148 8.80628 5.64402 5.2762 10.0449 4.53914 10.3771 5.23037 7.28511 5.22959 3.76012 9.10746 4.38846 3.82205 3.72931 8.64167 5.50793 3.64222
threshold=0.46613873835000008 49.110028829250005 44.710446918150005 0.47305469895000007 0.48627286610000009 0.38906020780000011 38.238138001450004 40.621691032550004 48.680511450650009 0.61532588845000014 0.68186581240000022 0.52104727400000017 0.51017933595000009 0.34632196640000007 0.37982395740000008 0.41753240920000007 0.54317236010000014 0.39167988980000007 0.39971857130000005 0.39584144190000009 0.39388042275000007 0.40621538280000008 34.997818021800008 0.54384599265000022 36.372781240150012 37.962710038050005 41.872669623500009 0.34392682850000006 0.4622167001000001 0.3459626957000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 -4 7 22 -5 26 -6 -11 -8 13 29 -14 16 17 -13 19 20 -19 -20 23 -7 -24 -26 27 -1 -28 -9
right_child=2 -3 4 5 9 6 11 12 -10 10 -12 15 14 -15 -16 -17 -18 18 21 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00059236203648348955 -0.0066429830946249119 -0.0059205337515169949 0.0063794594102246924 0.0035938208156367666 -0.010209199180917367 0.0072986560327735909 -0.0068390098361535267 0.00060747076501310076 0.0053171634009786797 0.0032064859268108609 -0.0083060338463003935 0.0038348361040341193 -0.0084370362122076058 0.0040751243246331687 0.00083242019487881811 0.002128119035338836 -0.010794720284260076 -0.0090703217426337281 0.0064920890706106852 -0.0087134960128558044 0.0042588755933319301 -0.0018134262053298704 -0.010345870635103168 -0.0058273893282997213 -0.0016016305493959083 -0.010437795916755964 -0.0065857746207975999 -0.0091391887267807913 0.0048134205219163883 -0.0046081074850196331
leaf_weight=24.175550270825628 32.231836333870888 15.664821326732634 7.3124057650566128 94.393501818180084 4.4785023629665401 5.121191091835497 5.9473043009638777 83.751874528825283 6.3217387199401847 10.793873101472853 3.9046255163848391 13.184150010347365 6.0052949711680395 43.826064109802246 7.5491111874580383 97.019847355782986 4.5723411813378325 3.4284936189651507 9.3725103586912137 8.9229329228401166 5.3393152505159378 6.5633050575852385 5.3819453269243267 5.6731441095471382 15.492679521441461 2.9704078286886206 18.09401731565595 5.7516555450856677 2.4506034776568404 7.4217294827103606
leaf_count=136 416 128 19 283 39 14 59 340 17 50 61 40 48 133 31 350 37 35 23 68 19 36 50 56 96 27 176 67 10 36
internal_value=0.000172301 0.000610703 -0.00359342 0.000820042 0.000117244 0.00118716 0.000119871 0.00201741 -0.00197203 -0.00227061 0.000148209 0.000841172 0.00101573 0.00144647 -0.00327442 0.00114896 -0.000699861 0.000286177 -0.00110517 -0.0048674 -0.000953267 0.00307139 -0.00309419 0.000400042 -0.00467598 -0.00302322 -0.00288502 -0.00127793 -0.00522606 0.000182911
internal_weight=563.117 504.396 58.7212 488.731 26.4894 431.937 188.99 242.948 56.7936 19.177 14.6985 154.35 148.554 135 13.5544 148.403 51.383 46.8107 33.6266 17.6907 8.76781 15.9358 34.6394 10.7943 23.845 18.4631 50.4718 29.9272 20.5446 91.1736
internal_count=2900 2315 585 2187 169 1781 910 871 406 150 111 667 588 509 79 608 258 221 181 122 54 59 243 70 173 123 389 203 186 376
is_linear=0
shrinkage=0.00713567


Tree=48
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 1 1 0 1 1 2 2 0 2 2 0 2 1 0 1 1 0 2 2 2 2 1 1 0
split_gain=15.399 10.5058 8.65833 8.26711 7.41483 5.95629 4.71102 5.33765 4.44568 8.25382 6.45942 6.22485 5.59531 5.34469 12.8058 11.1599 6.85174 5.14953 5.11461 6.97174 4.47791 10.0854 4.39629 4.19695 4.00192 8.35342 4.9113 7.05551 3.9167 3.89624
threshold=0.5726475255500002 44.710446918150005 0.42646926740000007 44.269496632500008 0.47943175355000006 45.673096293200011 0.31308942845000004 0.30560462260000004 0.47886290830000006 0.38906020780000011 0.34458549145000011 42.773538294100007 38.238138001450004 0.47778509625000004 40.259171735100004 40.305698932850007 0.47694679800000012 42.072181850200003 0.33672644530000007 0.4447920721000001 0.3982365797500001 0.39584144190000009 0.68186581240000022 41.395309858300003 41.840895355800008 41.322103772800006 42.599563320500003 0.4211999641000001 0.49242537650000007 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 6 8 -5 -3 7 -1 10 -10 18 13 -11 14 -12 -15 17 -16 19 -4 21 23 -7 -14 25 -22 -26 -28 -2 -6
right_child=1 5 3 4 29 22 -8 -9 9 12 11 -13 20 15 16 -17 -18 -19 -20 -21 24 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.011731901229196765 -0.0052293597816243705 0.01258402324181772 0.0047813258234863107 0.0042638062071564632 -0.0091671140965426893 0.00018812739710505886 -0.011833441064257525 0.00080745491544340498 0.0039821336611980986 -0.0034818373991263329 -0.013605807183154116 -0.0094323189904627971 0.0040112758519333476 0.0032118908772045753 -0.011429411865632533 -0.018688554327173808 0.0090089583268770958 0.0038324180764975715 0.0063872380028947564 -0.011685193204516034 0.0022871808624658264 -0.015038410889171454 -0.012246447130382249 -0.0067332124245753347 0.0094553166470639442 -0.010722598062255955 0.0094096414009496986 -0.003553274909614925 -0.011836739283215514 -0.0019365042845957653
leaf_weight=4.9135994352400365 29.650985434651375 3.8829182982444754 6.6349251717329008 11.559652164578436 16.464104518294334 26.982582882046703 7.5204996578395358 16.127902746200562 165.45240514725447 30.140254657715559 5.1865750439465073 11.637709140777586 14.867168135941034 5.3988651186227781 4.0081910341978091 4.9465617537498474 15.327723816037176 6.3205325454473495 21.265032790601254 5.0039679780602455 53.07085370272398 5.4450818076729766 3.5720712430775157 5.5348991304635993 17.280557721853256 6.1054484695196143 7.857358522713187 11.441268023103474 14.982524935156105 16.608286716043949
leaf_count=91 234 10 23 44 148 145 80 83 537 194 45 85 53 17 28 38 41 29 60 34 196 48 59 41 47 34 23 59 280 94
internal_value=0.000229636 -0.00407489 0.000944507 0.00130333 -0.0029979 0.000296006 -0.00467813 -0.00212073 0.00177978 0.00235497 -0.000348383 -0.0026302 0.000580787 -0.000708271 0.00148918 -0.00725959 0.00454071 -0.00209013 0.00331499 -0.00229821 0.00158774 -0.00230264 -0.00126557 0.00109639 0.00263787 0.000944912 0.00537667 0.00172452 -0.00744732 -0.00553605
internal_weight=555.191 79.0711 476.119 447.557 44.632 34.4376 28.562 21.0415 402.925 317.195 85.7301 52.8262 151.743 41.1884 30.843 10.3454 25.6564 10.3287 32.9039 11.6389 121.603 25.8471 30.5547 20.4021 95.7555 59.1763 36.5792 19.2986 44.6335 33.0724
internal_count=2900 728 2172 1918 286 214 254 174 1632 1232 400 283 695 198 143 55 98 57 117 57 501 142 204 94 359 230 129 82 514 242
is_linear=0
shrinkage=0.010533


Tree=49
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 2 0 2 1 2 2 2 2 2 0 1 0 0 0 1 0 2 2 0 0 1 2 0 2
split_gain=10.2334 5.20661 4.70903 5.53206 5.24625 5.85374 5.44336 5.06699 4.97207 4.91365 3.76088 3.75712 4.58602 3.70119 4.44041 3.18743 5.18127 3.17048 3.16947 3.16587 3.59571 4.87759 4.30713 6.11798 3.81024 3.03946 3.04798 3.25749 3.10601 3.07472
threshold=0.50663153795000015 0.30560462260000004 0.39167988980000007 0.39388042275000007 0.47886290830000006 0.47814436690000012 40.532725462000009 0.47727612945000003 37.186372654950006 0.34524415440000006 44.758188263300006 42.718072821900002 40.421032462050007 44.269496632500008 47.833738492450003 0.53136133645000017 0.39584144190000009 0.52366695610000014 0.56859076075000015 0.54511840960000013 0.43590012275000006 0.56055207925000017 41.348489042950007 40.823855932350007 0.55041765215000005 0.54317236010000014 0.41865513010000005 43.633733172900008 0.53781323915000012 42.622319549950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 9 18 -3 11 12 -11 17 -15 16 -10 -6 -5 25 22 -22 23 24 -21 26 27 28 -17 -28
right_child=-2 2 3 8 13 6 -8 -9 15 10 -12 -13 -14 14 -16 19 -18 -19 -20 20 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.016982200134662534 -0.012232948915190351 0.00067073510430793349 -0.018632753885580829 -0.0040565522417827498 0.0046596737623519876 -0.0017425615848774818 -0.026281618502258533 0.0073571110493645666 0.0078161541007472878 -0.021030678345735597 0.0093819163228664355 -0.021070247202159994 0.0012494981785274686 -0.012696708491502522 0.004717952933297311 -0.0079937665586544086 -0.010003713698635048 -0.0049679282282997055 -0.017417285045530927 0.003151080403970742 0.0091566085199233076 -0.00063318471113837319 -0.012998216683516074 0.013732642676988363 -0.015870293841100235 0.011140464824357901 0.0016465948435912326 0.014350562420397239 0.0065560946459655026 -0.016135744212129814
leaf_weight=4.0669494979083529 15.606874257326124 66.958977248519659 4.2789807021617881 14.896990384906532 164.7015974894166 4.845683313906191 4.003518670797348 20.199811652302742 5.2650194838643101 3.2156843021512085 2.5258515179157248 5.8305255323648444 7.3878507204353809 7.1875802129507047 7.0179335698485374 5.611465707421309 15.928076501935719 8.7352116703987104 6.0565714687108985 4.7198601961135882 14.808089479804037 74.124216489493847 10.986702658236025 5.0904047787189475 5.5653967782855034 11.887125812470911 6.088288910686968 6.5516776368021956 9.7241425961256009 3.8489187955856323
leaf_count=91 319 337 56 106 561 18 32 66 20 39 10 58 40 54 27 31 162 40 114 18 45 387 87 13 46 32 21 18 30 22
internal_value=0.000189437 0.000568018 0.00070851 -0.00111117 0.00194383 -0.000675746 -0.0128444 0.000338996 -0.000738445 -0.00131099 -0.00830965 -0.0110288 -0.00550731 0.00354883 -0.00409336 9.64431e-05 -0.00557671 0.00417478 -0.00791844 0.000852587 -0.000500432 0.000996911 -0.00555165 -0.000230697 -0.00714147 0.00442134 0.0019116 0.00515897 0.00123214 -0.00524093
internal_weight=527.716 512.109 508.042 205.432 302.61 114.968 8.8492 106.119 201.153 85.9189 18.9599 16.4341 10.6035 187.642 14.2055 180.199 21.1931 173.437 20.9536 159.006 115.295 88.9323 26.3624 15.3757 10.2853 43.7116 31.8245 21.8873 15.3356 9.93721
internal_count=2900 2581 2490 1208 1282 600 50 550 1152 484 147 137 79 682 81 932 182 601 220 750 596 432 164 77 64 154 122 79 61 43
is_linear=0
shrinkage=0.0155729


Tree=50
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 0 2 2 1 0 0 2 1 1 2 2 2 1 1 1 0 0 1 2 1 0 0 0 2 2
split_gain=16.4041 10.0101 9.51965 9.16947 5.47327 5.43863 4.69204 4.5679 4.10832 8.60056 8.56225 6.72438 6.34347 18.2468 6.12853 6.4502 5.52008 6.35855 4.89687 8.05756 4.78118 7.6542 4.36489 5.63074 4.0686 3.91029 6.84757 4.34258 3.87118 10.5386
threshold=0.5726475255500002 44.710446918150005 0.42314601355000009 44.269496632500008 0.68186581240000022 0.47943175355000006 49.275256100300005 44.921040431000009 0.39078171310000004 0.48181192180000004 0.53592706805000012 43.633733172900008 0.40621538280000008 0.41753240920000007 42.178283198950005 43.45354240915001 38.238138001450004 0.43166372265000008 0.39584144190000009 0.39458399450000009 0.54910032635000017 0.55481871800000016 0.35585760905000008 40.712530798250008 0.49242537650000007 0.53136133645000017 0.5339660489000001 0.51017933595000009 39.56957118270001 40.166811829450005
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 6 -5 -3 -1 9 14 11 18 -12 -14 22 -16 17 -15 19 -10 -18 -22 28 -24 -2 27 -27 -7 -4 -30
right_child=1 4 3 5 -6 25 -8 -9 10 -11 12 -13 13 16 15 -17 20 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.006367469358163254 -0.003626228774338176 0.0038108264097050301 0.0042881089615041642 0.002053577579506115 -0.0085401622650637075 -0.0018701586766421484 -0.0019966951582866856 -0.00010512196894558364 -0.0051343774674695109 0.0031462621191367373 0.0062054398879698939 0.0042408220072943674 -0.012424972995047053 -0.010042709308295317 -0.0038005478306995361 0.0027290408188359104 0.0045535809571516433 0.00091920583995582785 -0.0074489962537223698 0.006769809163595604 -0.0074713560010678456 0.0018957247883660065 -0.011683306106808535 0.0033379827721726108 -0.0083580142749905759 0.0062746746302387362 -0.004272819385120869 -0.0095712521584586478 -0.008976799308534766 0.0019865002703319565
leaf_weight=14.728756513446571 29.452537648379803 16.517349317669872 27.788436330854893 12.211542308330534 3.6416856348514548 7.0380329415202167 14.428716257214544 11.468874305486677 9.8228819891810435 140.79160277545452 13.130370296537874 6.0613247454166403 5.5307588800787917 4.5687591359019271 28.868494182825089 11.797546103596686 30.436844930052757 8.1634244844317418 14.40907211601734 4.6318931132554999 5.5254937410354605 38.321284756064415 3.0027719400823107 2.5585001334547997 15.277600310742853 4.81588036566973 11.650294333696364 9.5586028099060041 5.414245940744876 46.892935283482075
leaf_count=191 234 59 86 49 61 45 94 51 74 443 35 24 44 43 178 44 84 47 120 13 32 139 31 12 280 14 80 103 29 161
internal_value=0.000216057 -0.0029181 0.000734839 0.000987033 8.7731e-05 -0.00218963 0.00110305 -0.00362592 0.00133978 0.00188165 0.000310352 -0.00288346 0.00136588 0.000679247 0.000472186 -0.00190626 0.00151216 -0.00301432 -0.00437954 -0.0013198 0.00228799 0.000715302 0.00160137 -0.00477266 -0.00524237 -0.00375684 -0.00118798 -0.0063055 0.00204393 0.000851704
internal_weight=558.507 79.3179 479.189 452.991 34.5878 45.2744 30.9461 26.1976 407.717 267.115 140.602 34.9252 105.677 92.5466 126.323 40.666 87.0158 12.7322 28.8638 14.4548 74.2836 43.8468 85.6569 5.56127 44.7301 33.0628 16.4662 16.5966 80.0956 52.3072
internal_count=2900 728 2172 1930 214 291 153 242 1639 984 655 231 424 389 541 222 345 90 207 87 255 171 319 43 514 242 94 148 276 190
is_linear=0
shrinkage=0.00744031


Tree=51
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 1 1 0 2 0 1 2 2 0 2 2 1 0 0 1 1 2 0 2 0 0 2 2 0
split_gain=11.4447 5.58555 7.12849 5.24942 5.18975 4.73069 4.04347 4.12058 3.31663 5.23156 3.38768 4.38019 4.03378 7.85297 3.95518 3.58414 3.35935 5.42885 3.34507 3.17754 7.50525 4.74845 4.43041 3.89478 3.63707 3.17604 2.9646 2.89502 8.95844 4.71331
threshold=0.50663153795000015 0.42314601355000009 0.39167988980000007 0.39388042275000007 37.186372654950006 41.621607100200002 0.31308942845000004 0.30560462260000004 0.53136133645000017 44.215931556700006 0.54910032635000017 0.43590012275000006 41.169697216150006 40.259171735100004 0.56055207925000017 49.842240509300005 43.968221017800005 0.39584144190000009 0.51700547890000015 0.48140774230000011 0.35877668335000007 0.34554354660000003 40.79983011445001 0.47868327295000007 39.56957118270001 0.56859076075000015 0.49320379630000005 47.833738492450003 45.154229826150008 0.45612406815000006
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 25 19 7 -1 9 16 -10 12 13 -12 -13 -14 17 -6 -19 21 26 24 23 -23 -3 -5 -21 28 29 -7
right_child=-2 2 3 4 8 27 -8 -9 10 -11 11 14 15 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011518127406497458 -0.0084585646879399966 0.0054888113077293625 -0.012485703312198101 -0.002861821864202134 0.004955517313176794 -0.0087070046010247152 -0.012769854269908997 0.0002670123698531807 0.0027009341773364527 -0.01259707025699109 -0.0093315340661556112 0.0056945442730236065 -0.015016777896219947 0.0094938719771459588 -0.00051349226382432658 0.0008312650829681151 0.0085325873764214837 0.0027820935959903953 -0.013365452490389189 0.0061127441412382553 0.0019948418080739162 -0.0039691913434418994 0.0033307415013001185 -0.019682769017374587 -0.00011181237933020859 -0.01180932480026139 0.01287735320928955 0.0052713471691832828 -0.011766155583312888 0.001018343165987517
leaf_weight=4.1902625299990239 16.504621226340532 24.429751589894295 4.1737389974296084 15.119028680026533 5.1925022825598734 5.845082461833953 5.1238584332168093 15.376857027411459 53.784231476485729 5.6203577294945708 5.4091808944940585 13.39923197776079 5.9415956959128362 4.5101199299097061 75.989274017512798 2.1595948897302151 3.3886263966560355 1.9321038424968717 5.4137021824717522 24.245556578040123 62.458789102733135 4.7358779944479448 4.6218392923474312 2.7775639444589615 27.197975665330887 6.2126478888094416 10.222559422254561 11.598070010542868 7.0409879907965651 102.95708827674389
leaf_count=91 319 74 56 106 18 44 69 82 194 78 45 41 51 12 387 20 10 21 55 72 221 39 16 17 101 114 24 40 56 427
internal_value=0.000178671 0.000452252 0.000695526 -0.000789542 -0.000550329 0.00176885 -0.00443843 -0.00225675 2.36858e-05 -0.00385831 0.000542606 -0.00053816 -0.00527654 -0.000771975 0.000417085 -0.010792 -0.000774537 -0.0032899 -0.0091183 0.00297105 0.00417265 0.00114448 -0.00478552 -0.00977818 0.00253835 -0.0054677 0.00811899 0.000253015 -0.000249414 0.000495877
internal_weight=537.573 521.068 496.377 208.246 204.072 288.131 24.691 19.5671 182.741 21.5473 161.193 107.409 18.0205 9.9193 89.3885 8.10119 15.9269 12.5383 7.34581 160.69 96.9269 63.763 12.1353 7.51344 51.6277 21.3317 34.4681 127.441 115.843 108.802
internal_count=2900 2581 2339 1208 1152 1131 242 173 932 182 750 556 128 57 428 71 104 94 76 564 317 247 72 56 175 220 96 567 527 471
is_linear=0
shrinkage=0.0105353


Tree=52
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 0 2 1 1 2 2 1 1 0 0 0 0 2 0 1 0 1 0 1 0 0 1 2 1 0
split_gain=14.9056 8.98476 7.90891 8.07094 5.49481 5.13825 4.51516 4.15936 4.0287 3.95162 4.94041 7.22111 4.26811 3.90787 6.91234 4.02029 3.63841 3.57947 4.14377 7.59185 7.98581 5.34968 3.513 7.60311 11.4771 9.39823 6.4745 6.29529 6.13501 5.63588
threshold=0.5726475255500002 44.710446918150005 0.42314601355000009 44.269496632500008 0.47943175355000006 0.68186581240000022 44.921040431000009 0.44922307715000004 0.49242537650000007 39.995120105550008 40.922041107600009 0.45772581660000006 0.48363821445000005 0.53136133645000017 0.5339660489000001 0.51017933595000009 0.50109278165000015 46.177190236600005 0.61802041855000012 0.48627286610000009 0.61038591660000019 0.52041855035000018 0.47886290830000006 0.37138109635000011 0.51243974730000008 0.5025747732000001 0.34458549145000011 42.773538294100007 0.36927038110000004 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 22 -5 7 -1 -3 9 12 -11 -12 -2 15 -15 16 -6 -9 19 -19 -21 -20 26 28 25 -25 -4 29 -24 -28
right_child=1 5 3 4 13 -7 -8 17 -10 10 11 -13 -14 14 -16 -17 -18 18 21 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0075131901233318841 -0.010917911497291613 -0.0079256980905307202 0.0028996223109157486 0.0026151039819447106 -0.0083886016029019426 -0.010309460330519223 0.00012857226193790689 0.0096254318495958471 -0.010056943278571935 0.0052677090955673914 -0.015718064136147413 -0.00058613377073993061 0.0048156556620470321 0.0076804186767376213 -0.0051576389535401262 -0.011520428488839003 0.0047339530495993801 0.0094481060425789399 -0.010807410361651122 -0.012764622992845531 0.0075435504621055591 0.0048559310104949538 0.0029163424100095169 0.0010990697970536755 0.001333677337573864 -0.014942133550463645 0.0014908414884287023 -0.0079777798319366489 0.0093153435772318407 -0.0062216759316119285
leaf_weight=14.045629452914001 9.2691688090562838 3.5572867989540127 34.673920594155788 12.168297715485094 3.7871093302965191 3.4994703046977511 11.373503774404524 4.6657052040100124 14.451829578727482 5.7145058661699322 3.5607725307345381 9.1508101597428304 1.6510524228215206 4.8260183632373836 11.609119329601524 9.2473288252949697 3.1423628777265549 8.2107317447662371 4.448235757648944 3.5147023051977149 2.8501227796077728 2.9462265968322754 118.02628380060196 5.3623759075999242 171.8119720891118 6.6503776088356972 30.519552003592253 11.615422576665877 13.579233497381209 10.300341412425039
leaf_count=191 122 29 123 49 31 61 51 11 280 21 25 49 17 14 80 103 14 21 29 30 14 19 387 24 734 53 144 85 34 55
internal_value=0.000197078 -0.003468 0.000797852 0.00107583 -0.00255502 3.21324e-05 -0.00409397 0.00123076 -0.00616054 -0.00424172 -0.00169486 -0.00482489 -0.00853912 -0.00448412 -0.00138787 -0.00762981 -0.00243781 0.00245363 0.000930578 0.00371938 -0.00367077 -0.00456656 0.00147974 0.00192234 0.00073801 -0.0077815 -0.000122944 -0.00212168 0.0035766 -0.000455307
internal_weight=550.229 77.4906 472.739 447.32 44.7802 33.6925 25.4191 30.193 43.7981 29.3463 18.4261 12.7116 10.9202 32.6119 16.4351 16.1768 6.92947 26.6357 21.97 14.5756 6.36483 7.39446 402.539 315.43 183.825 12.0128 87.1092 52.4353 131.606 40.8199
internal_count=2900 728 2172 1930 291 214 242 153 514 234 95 74 139 242 94 148 45 124 113 65 44 48 1639 1232 811 77 407 284 421 199
is_linear=0
shrinkage=0.00901559


Tree=53
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 0 2 2 0 0 0 1 1 2 0 2 2 0 2 0 2 2 1 1 2 2 0 1 1 2
split_gain=10.0912 5.06531 4.81496 4.76351 9.2194 7.20089 6.36063 6.23444 6.18453 7.03819 3.62377 7.13913 4.9535 3.66317 3.60532 3.51556 3.4058 3.33089 3.00349 2.8443 4.03792 3.01198 2.76604 5.21456 6.54867 7.76948 4.2104 4.19341 5.00266 4.59044
threshold=0.50663153795000015 0.30560462260000004 32.785955158400007 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 41.872669623500009 0.5025747732000001 0.49588335680000006 0.48543456785000005 0.35877668335000007 0.34554354660000003 40.259171735100004 0.51589772760000019 35.461062230100005 35.131296350900008 0.48101853240000009 38.512991772500008 0.47886290830000006 41.169697216150006 40.532725462000009 0.36195024100000012 0.34632196640000007 43.124157941850008 42.564639561200003 0.47814436690000012 0.3459626957000001 0.34581299960000006 42.988308018450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 8 10 9 -5 12 -12 16 18 -7 -13 -4 -15 -14 20 -18 -21 23 27 25 -25 -24 28 29 -9
right_child=-2 2 3 5 -6 14 -8 22 -10 -11 11 15 13 17 -16 -17 19 -19 -20 21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.014167981084343442 -0.010147591741600584 -0.0076511947437595852 0.013901636081855946 -0.02054116050567649 0.012948176663963017 0.0089629354972711479 0.0090691478833864886 -0.0067252601347031959 -0.021188724448337339 0.0063626801866824923 0.01200075731448794 0.0081084903736145728 -0.0024602170599147149 0.0057553787537447301 -0.00013545697247275017 -0.0051775516737783932 -0.001808094357810805 -0.007786722440017965 -0.01952553974798513 0.011689529483568599 0.0066974449979078842 0.0020697419005240841 0.0010019091729633986 0.0057406367603803042 0.011222981102223101 -0.016796784386821757 -0.021043893008745172 -0.014027293685412353 0.010036651866556652 0.00049029551341487807
leaf_weight=3.9609874896705142 15.542509980499743 11.666173707693813 5.1878701746463767 2.64762841910124 12.667480662465094 7.6364242061972609 2.8380534127354613 24.51290575414896 6.8118415363132954 4.3826317340135574 20.451864749193192 5.5281120911240569 3.4182041920721558 7.9301238693296892 231.62424319982529 8.7021683827042562 28.903295755386353 5.0439790189266205 3.5883080363273621 10.714340247213842 14.094092339277266 11.406088307499884 3.0880593359470359 7.2457314580678958 13.017989106476305 4.0463465079665184 2.8072384744882584 4.6367953419685355 6.1005650609731665 38.426573291420937
leaf_count=91 319 133 14 29 34 26 10 139 59 22 57 16 23 28 1217 36 131 22 23 27 47 38 19 25 37 24 25 27 21 181
internal_value=0.000194888 0.000508185 0.000622365 0.000816393 0.00212882 -0.000422074 -0.0086987 0.00152994 -0.0123416 -0.00376943 0.00349053 0.00707011 0.00211548 -0.00360892 0.000154934 -1.62529e-05 0.00374234 0.000490577 -0.0112 0.00293296 0.000979932 0.00672922 -0.00082862 -0.000307159 0.00492513 -0.00233531 -0.00949592 -0.00203358 -0.00122807 -0.00231993
internal_weight=528.629 513.086 509.125 497.459 241.518 255.941 16.6802 228.851 13.8421 7.03026 124.968 34.6821 90.2863 19.9806 239.261 14.2303 70.3057 12.9741 7.00651 65.1178 42.9974 22.1204 103.882 97.9869 24.3101 11.2921 5.8953 73.6768 69.04 62.9395
internal_count=2900 2581 2490 2357 994 1363 120 960 110 51 462 109 353 96 1243 52 257 50 46 243 178 65 498 454 86 49 44 368 341 320
is_linear=0
shrinkage=0.0130285


Tree=54
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 0 1 0 0 2 1 1 0 2 2 2 1 2 0 1 1 0 1 2 2 0 2 1 0
split_gain=13.7915 12.9411 10.5116 7.58352 6.07746 5.69225 6.59722 5.50234 7.92474 6.90463 5.00137 7.19751 4.83104 7.70673 4.59285 4.62754 6.55325 3.62784 6.37406 4.49871 3.97733 3.6042 17.6816 3.88232 3.47989 6.08956 3.93813 3.43965 8.72665 5.22707
threshold=0.46613873835000008 44.710446918150005 49.275256100300005 0.47305469895000007 48.680511450650009 0.39167988980000007 0.53592706805000012 0.48627286610000009 0.61532588845000014 0.68186581240000022 38.238138001450004 0.40621538280000008 0.43166372265000008 0.56369569775000017 41.24714903835001 47.833738492450003 45.154229826150008 0.42194844465000009 43.633733172900008 0.5317655160000001 0.41367024935000007 0.41917906650000009 0.54317236010000014 0.4211999641000001 41.395309858300003 40.305698932850007 0.52772372085000019 41.872669623500009 0.34392682850000006 0.4622167001000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 27 14 17 -3 -9 -10 11 -8 -13 -14 -5 16 -16 18 19 24 -20 22 -12 -23 25 26 -7 28 -1 -29
right_child=1 7 -4 5 -6 6 10 8 9 -11 21 12 13 -15 15 -17 -18 -19 20 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0012662224956270492 -0.011191432192487062 0.010204095963532563 -0.010177626740088297 0.0047189301841949948 0.0073561482727051482 -0.016553996730633458 0.0096265247062380776 -0.017525447767924682 0.0067346677379366247 -0.014056452209764415 0.0057568360612662815 -0.016730653530632016 0.0099806343307531787 -0.011116665298568773 0.0014598007114235447 0.012018643741068851 -0.01250781920769293 -0.016536638305771758 -0.0018148105256220385 -0.019177910529339915 0.013062748683712407 0.0096587405798630142 -0.019964280437873655 0.0024402223824276244 -0.012609900364987717 0.011670826952963169 0.00047388167440300458 -0.011243983669260835 -0.01605737614352426 0.0083773468139242205
leaf_weight=24.049760647118095 29.707813758403063 7.1381314694881466 12.798206746578215 124.84338536858559 7.5683231353759757 3.7017833143472725 4.7195385992527035 4.2806636244058636 10.601352356374262 3.2363140396773806 13.077031299471857 6.0329660810530212 4.3933374062180501 6.9228953830897808 116.71061892807484 6.0273149609565726 5.4578974023461333 3.5467274487018576 6.8847466558217985 3.9845092445611945 4.6889593377709389 13.686144441366194 6.0763421207666388 74.635402366518974 5.7534849494695655 4.051280088722705 4.8977687284350395 16.690019410103563 5.5566147416830054 2.4120701476931563
leaf_count=136 416 19 119 408 22 40 14 39 50 61 40 58 18 76 471 16 45 43 46 31 13 37 50 279 53 18 29 176 67 10
internal_value=0.00030003 -0.00561728 0.000964917 0.00126427 -0.00303063 0.00183963 5.47117e-05 0.000939289 -0.00271079 0.0018721 0.001387 -0.00401536 -0.00772639 -0.00292599 0.00301801 0.00136157 0.000835795 -0.00454652 -0.00329439 -0.0071751 0.00421267 0.00249631 -0.0024031 0.00355879 -0.0045765 -0.000922987 -0.00685598 -0.00464453 -0.00198512 -0.00876635
internal_weight=544.131 54.9643 489.167 476.369 56.2768 420.092 167.053 25.2565 18.1183 13.8377 129.544 22.0687 17.3492 11.3162 253.039 128.196 122.169 37.5093 33.9625 22.3888 11.5737 107.475 19.1534 88.3215 18.4043 12.6508 8.59955 48.7085 29.6064 19.1021
internal_count=2900 585 2315 2196 411 1785 845 169 150 111 572 166 152 94 940 532 516 273 230 171 59 406 90 316 140 87 69 389 203 186
is_linear=0
shrinkage=0.012459


Tree=55
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 1 2 1 0 2 0 2 2 1 0 1 0 2 2 0 2 0 2 2 0 1 1 2 2 2
split_gain=9.30588 4.60398 5.8702 5.11782 4.74454 3.87997 3.74703 3.60287 3.04908 3.03872 3.00006 4.89643 3.45545 5.63969 3.15927 3.36971 4.54033 4.18409 3.31636 3.11703 3.02378 3.61445 2.96956 6.77818 2.80903 6.05526 3.94985 3.57931 3.56946 3.41547
threshold=0.50663153795000015 0.42314601355000009 0.39167988980000007 0.39388042275000007 37.186372654950006 0.31308942845000004 41.621607100200002 0.30560462260000004 0.56859076075000015 34.997818021800008 0.53136133645000017 44.215931556700006 43.968221017800005 0.39584144190000009 0.54511840960000013 0.43590012275000006 0.56055207925000017 42.072181850200003 49.842240509300005 0.51929582950000019 40.823855932350007 0.55041765215000005 48.315732392000008 48.988717865950008 0.48140774230000011 0.35877668335000007 0.34554354660000003 40.79983011445001 39.56957118270001 38.512991772500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -4 8 7 24 -1 9 -5 11 12 13 -6 -12 17 -17 20 -19 -15 21 -16 -2 -24 26 -26 28 29 -3 -28
right_child=22 2 3 4 10 -7 -8 -9 -10 -11 14 -13 -14 19 15 16 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.014567385708448821 -0.014618119270260875 0.0067000618258696394 -0.015936873484516365 0.0030405701220637786 0.0066189668224192737 -0.016149230260103772 0.00032906606790093198 0.00033829895878298839 -0.015012239781828819 -0.0091420389337006271 0.0037962641024955161 -0.015943026095026853 0.01142242136555419 0.0026288775477160079 0.002616354177195804 0.0076095265244654348 -0.00056281718658881803 -0.018365015762683526 0.0013631058679965703 -0.0171738231307298 0.0049275262056737903 -0.013425913372240299 0.016068705528070305 -0.015088989834259161 0.0096741514359559647 0.0024539962858689869 -0.0027060847276415625 0.0037400672909922244 -0.00046423786420432344 -0.020976952340316143
leaf_weight=3.6602887623012128 9.8219602070748788 23.87602923810482 4.055258907377719 6.9361752122640636 5.1682731062173861 4.7788586206734172 124.99317374825478 15.280208036303518 5.8243678100407115 8.0617408044636232 43.76620914041996 5.292634740471839 3.2638432160019866 1.987185690551996 4.7251097261905723 14.82467660307884 75.053510546684265 5.6857014000415793 2.1340696699917316 5.3290446773171425 8.1677046641707403 5.5751120075583458 2.1895568668842307 3.0320849753916264 32.288024745881557 61.326877444982529 3.8925111815333349 4.5428262129426003 26.966876417398453 3.5735720470547676
leaf_count=91 249 74 56 38 18 69 567 82 114 68 154 78 10 22 18 45 387 52 20 54 28 46 11 59 96 221 31 16 101 25
internal_value=0.000213965 0.000521902 0.000804485 -0.000927363 -0.000625733 -0.00528372 0.0020711 -0.00254225 -0.00672585 -0.00350788 7.61306e-05 -0.00471399 -0.000940186 -0.00417216 0.000706328 -0.000457824 0.000785144 -0.00470756 -0.0129811 -0.0117951 -0.00120435 -0.00606671 -0.0102466 -0.00202384 0.00346273 0.00494425 0.00125607 -0.00570457 0.00290015 -0.0114513
internal_weight=526.073 511.03 487.311 205.851 201.795 23.7194 281.46 18.9405 20.8223 14.9979 180.973 21.041 15.7483 12.4845 159.932 116.166 89.8782 26.2877 7.81977 7.31623 18.4679 10.3002 15.0436 5.22164 156.467 93.6149 62.8518 12.0089 50.8429 7.46608
internal_count=2900 2581 2339 1208 1152 242 1131 173 220 106 932 182 104 94 750 596 432 164 72 76 92 64 319 70 564 317 247 72 175 56
is_linear=0
shrinkage=0.0134944


Tree=56
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 1 0 1 2 0 2 0 1 2 2 2 2 2 0 0 2 0 0 2 2 2 0 0 1 1
split_gain=8.15799 4.24899 3.54311 5.30337 3.73767 4.67746 4.01664 5.30577 5.29281 3.67415 3.5895 2.93998 2.93759 6.07272 2.90348 3.9895 2.80632 5.67952 2.71511 3.14791 2.84786 3.17361 8.82537 4.64161 2.70714 2.54866 2.54563 5.81071 3.38674 3.39684
threshold=0.50663153795000015 29.904643970450003 0.30949672165000003 0.37331217625000007 0.39167988980000007 0.39388042275000007 0.47727612945000003 0.3447651268000001 40.421032462050007 0.47305469895000007 41.792045663550006 0.52366695610000014 0.32272985840000007 39.530201452500002 43.968221017800005 42.718072821900002 48.315732392000008 48.988717865950008 0.52324780695000006 0.52772372085000019 40.621691032550004 0.47778509625000004 0.47886290830000006 42.718072821900002 42.049402686800001 40.305698932850007 0.50749977545000013 0.50300889195000009 0.37668033890000002 0.36665069905000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 9 -9 12 -10 -7 24 -14 15 -12 -2 -18 20 -20 25 -22 23 -23 -4 -8 27 -24 29 -28
right_child=16 2 4 -5 5 11 18 8 10 -11 14 -13 13 -15 -16 -17 17 -19 19 -21 21 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.013729127915353297 -0.016571641166628355 0.019249323834140707 0.0096374891754671677 -0.017739058112914988 -0.017903787134166897 -0.011412300278964021 0.0045897898275545912 -0.023411465138115539 0.0059596314289865181 0.0091729787727531445 -0.0030138103059946628 -0.00014860724594082818 0.0017719385451131669 -0.017735808612988041 0.0015805165987508832 -0.020343669188404752 0.015759680973308998 -0.017050083718470416 -0.010618213292174066 0.003523446019930758 0.0095278005410083522 -0.025706522516737551 0.0016529702852936135 -0.00026344232920842367 -0.0011318341916184973 0.012317876463976651 -0.00028393972502920072 0.013788350663378484 0.0041622836393099757 -0.023421528176467584
leaf_weight=4.9115723930299273 8.952715013176201 1.1283594220876683 9.249811492860319 5.0199407525360584 3.7282583005726329 5.6709034070372573 73.124124966561794 3.7261674739420441 6.6856154240667847 12.703061819076536 6.5194860920310038 191.12105349823833 10.373857013881208 5.978216551244258 6.0497927889227858 6.1217322126030922 2.2895266786217681 2.7722581923007965 7.2049805521965009 7.7813139110803604 11.673984237015246 4.2616104483604422 70.932707473635674 2.8396048322319984 13.860381141304968 11.775589957833288 2.8684672564268094 10.806246235966681 5.6361364722251892 3.1796468272805214
leaf_count=76 249 11 38 104 56 74 249 45 26 37 39 1032 54 44 27 63 11 59 42 29 35 34 259 14 61 34 14 31 25 28
internal_value=0.000217904 0.000539927 0.000680089 -0.0109508 0.000824883 -0.000797276 0.00193371 -0.000980469 -0.00625426 0.00196175 -0.00373499 -0.00047319 -0.000359568 -0.00535997 -0.00720267 -0.0114061 -0.0113844 -0.0022097 0.00305038 -0.00327546 0.00353136 0.00191937 0.0010358 -0.0155324 0.00317857 0.00566168 0.00229517 0.00325732 -0.00443567 -0.012448
internal_weight=518.947 504.933 500.021 6.1483 493.873 200.52 293.353 81.2681 29.1028 52.1653 25.3766 196.792 39.4623 16.3521 18.691 12.6412 14.0145 5.06178 212.084 14.9863 197.098 112.198 100.524 7.10122 23.1102 84.8997 93.4232 81.739 11.6843 6.04811
internal_count=2900 2581 2505 115 2390 1162 1228 434 200 234 155 1106 197 98 129 102 319 70 794 71 723 440 405 48 99 283 357 290 67 42
is_linear=0
shrinkage=0.0154165


Tree=57
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 2 1 1 2 0 1 1 0 1 1 1 0 2 0 2 1 1 0 1 0 2 2 1
split_gain=7.15312 3.60861 3.34664 6.37748 3.91065 7.79615 5.68412 4.19518 3.44346 4.11982 9.03231 3.56508 5.90863 3.28494 4.55525 3.07368 6.15029 7.48385 6.0791 6.19015 5.97195 4.60776 4.95695 9.02982 3.76538 3.43691 5.55564 7.20742 10.6467 6.15789
threshold=0.50663153795000015 29.904643970450003 49.275256100300005 0.48363821445000005 0.46613873835000008 0.60665848330000005 44.710446918150005 40.922041107600009 0.46208197360000008 0.45393850480000009 42.406961525800007 0.47727612945000003 0.34524415440000006 0.30949672165000003 0.37331217625000007 0.37138109635000011 0.36927038110000004 0.36543816055000006 0.51243974730000008 46.377258487500008 0.5025747732000001 38.592454371550012 0.35585760905000008 0.34988473400000003 0.50041914915000019 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.43590012275000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 -6 7 -7 9 11 -11 12 13 14 -3 16 17 21 19 20 -17 -13 23 -23 -19 26 -20 -28 -29 -30
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 15 -14 -15 -16 18 -18 24 25 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.011073340304552785 -0.0094531323624104085 0.013789257598663911 -0.010585332204679512 0.0039265628242326801 -0.012304663771462838 0.0033559544226836801 0.011180200025790534 -0.017703088944597645 0.010633190106606412 -0.018189798189010266 0.0048870250706913422 0.0098641503675130481 -0.0081503314557810642 0.0013921813537613166 -0.01495581276719986 -0.001996224873712447 0.01235946277563924 7.593143790910915e-05 0.0019649804027842546 0.010973154818339876 -0.020447080579434111 0.0016225644980569693 -0.0077436327008174044 0.014002130992360489 -0.019342894149624281 0.0064728265968078715 -0.012739740073706315 0.010975474967505167 -0.018247294028419028 -0.00090281769475232098
leaf_weight=4.6913653425872317 13.054928617551921 1.2058424800634373 12.600159350782635 8.992282606661318 11.437151197344066 3.6598591431975347 6.6022895723581314 2.9687635973095894 6.3886644951999179 5.9484823048114759 5.8089149817824364 15.172406651079653 17.448050759732723 59.589455548673868 4.5972281880676746 5.9278450384736043 11.473771162331103 3.0633698478341094 123.4724890999496 2.5848019719123831 6.2387823909521103 99.78179731965065 8.1545974090695363 11.373387381434439 3.9758783243596554 19.555768087506294 11.077188719063995 9.5549166426062602 5.2619173526763943 10.882654473185537
leaf_count=76 319 11 123 40 104 36 17 30 22 58 22 43 146 279 104 43 34 12 553 9 58 374 38 30 31 65 107 26 48 42
internal_value=0.000165859 0.000417266 0.000526212 -0.00454178 0.000757465 -0.00434527 0.00253504 -0.00607577 0.0010381 0.000899458 -0.00678835 0.00110947 -0.00134446 0.000471487 -0.00898276 0.00169438 0.00309035 0.00233886 0.000596618 -0.00752705 -0.0114574 0.00303141 0.0021625 0.00288924 -0.0108921 0.00126309 0.000627332 -0.00386363 -3.77851e-05 -0.00655581
internal_weight=512.545 499.49 494.799 21.5924 473.206 24.6681 13.2309 6.62862 448.538 442.15 11.7574 430.392 82.8406 65.3925 5.80307 347.552 152.995 141.521 194.556 14.7514 12.1666 134.482 119.31 111.155 7.03925 179.805 160.249 36.7767 25.6995 16.1446
internal_count=2900 2581 2505 163 2342 187 83 66 2155 2133 80 2053 540 394 115 1513 562 528 951 110 101 485 442 404 43 841 776 223 116 90
is_linear=0
shrinkage=0.0131635


Tree=58
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 1 2 2 1 1 0 1 1 0 0 1 2 1 2 1 1 2 1 2 2 2 2 0 0
split_gain=14.0921 9.47475 8.09831 12.8125 5.15246 5.12677 4.0315 3.90901 4.9116 6.98797 3.96506 3.8644 3.373 3.86425 9.24414 3.22453 6.9145 6.46319 6.12195 6.09275 4.78005 7.72259 4.5287 4.3482 3.91681 3.89633 7.2173 5.48197 6.17878 3.6912
threshold=0.5726475255500002 44.710446918150005 44.269496632500008 0.41932876265000008 0.47943175355000006 45.673096293200011 0.49242537650000007 39.995120105550008 40.922041107600009 0.45772581660000006 0.48363821445000005 0.68186581240000022 0.44922307715000004 0.48627286610000009 0.61532588845000014 0.47886290830000006 0.38906020780000011 38.238138001450004 0.34458549145000011 42.773538294100007 0.39904493880000008 0.39584144190000009 34.997818021800008 0.44751654140000008 43.968221017800005 41.840895355800008 41.322103772800006 42.599563320500003 0.55754318735000019 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 -4 -3 7 10 -9 -10 -2 12 -7 -14 -15 18 -17 22 -5 29 21 -19 -18 -24 -21 26 -22 -27 -29 -20
right_child=1 5 4 15 -6 11 -8 8 9 -11 -12 -13 13 14 -16 16 17 20 19 24 25 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0057947213900386664 -0.0076578805374822156 0.0071029435098543779 0.00052823895954407657 0.0019997234684691933 -0.0033184679122849367 -0.0055248321184240487 -0.007085033980676305 0.0036913987784309571 -0.010907207956992937 -0.00046730661604827404 0.002842819576932519 -0.0072607798231971886 0.0039743122562118623 -0.0090204374800784623 0.0022955200398547238 0.002280578286438619 0.0015970437678181069 0.00074829508308019925 0.00086978633735827304 -0.0075563298509536952 0.0014717411972221541 -0.0068698668935910038 -0.0051140045933013136 0.0023258278915655435 0.0011751507435360557 0.0059495687397788811 -0.0059104766254677683 0.0030824494652209032 -0.0054210172417385469 -0.0035462095456085113
leaf_weight=11.132203713059424 9.0320741683244723 3.7838793881237498 24.512838419526815 36.195040382444859 32.14692509546876 3.7023386359214845 13.972122870385645 5.689000844955447 3.5469261556863776 9.2110986560583097 1.7078449092805374 3.2058886997401705 9.8571738898754138 4.1916531361639491 9.2384972721338254 163.06267330050468 8.8277701511979121 20.026259843260053 30.138759583234787 8.6444875299930555 52.639241933822632 7.234815649688243 17.549772154539827 3.820752225816249 2.6907211616635314 17.173117257654667 5.8805203065276137 13.810921709984543 4.5332258790731421 10.091620363295077
leaf_count=168 122 10 112 132 242 29 280 21 25 49 17 59 31 38 47 537 45 94 145 75 192 57 131 18 11 46 32 54 26 55
internal_value=0.000175627 -0.002328 0.000586436 0.000893503 -0.00165426 0.000168241 -0.00429332 -0.00295689 -0.00119212 -0.00336976 -0.00598808 -0.000700764 7.84485e-05 0.000969287 -0.00123628 0.00107857 0.00137742 0.000405307 7.39234e-06 -0.00139107 0.00105663 -0.00127349 -0.00221088 -0.00378387 -0.00548367 0.00173213 0.000729919 0.00338341 0.000981063 -0.000237948
internal_weight=547.25 77.1385 470.112 413.452 56.6598 33.9794 43.1591 29.1869 18.447 12.758 10.7399 30.1956 26.9897 23.2873 13.4302 402.32 314.559 151.496 87.7606 51.5656 121.298 27.2611 30.1983 21.3705 11.3352 94.037 58.5198 35.5173 18.3441 40.2304
internal_count=2900 728 2172 1818 354 214 514 234 95 74 139 204 145 116 85 1650 1232 695 418 286 501 151 194 149 86 350 224 126 80 200
is_linear=0
shrinkage=0.00631991


Tree=59
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 0 2 0 2 1 2 1 2 0 1 0 2 0 0 0 1 1 2 0 0 2 1 0
split_gain=6.81547 7.01756 7.58431 3.54817 4.1509 3.30274 3.29124 5.07369 5.35129 4.20914 4.8303 5.62953 3.52474 7.05507 3.41719 4.39355 3.70383 4.95427 3.24379 4.11445 3.23589 3.67238 5.13083 3.54086 2.94695 6.94469 5.08913 2.93892 2.90888 5.4218
threshold=0.48627286610000009 0.61532588845000014 0.63075955810000017 0.42646926740000007 0.31308942845000004 0.30560462260000004 0.38906020780000011 0.51243974730000008 38.238138001450004 0.56859076075000015 34.997818021800008 0.44751654140000008 50.264779514000004 0.48363821445000005 41.24714903835001 0.47943175355000006 0.35585760905000008 0.51929582950000019 48.315732392000008 0.68186581240000022 0.51589772760000019 0.50300889195000009 0.37138109635000011 0.38042274180000007 39.039757512550004 0.46594413340000007 0.47814436690000012 48.852845034800005 0.40367054880000008 0.52877159370000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 14 -8 9 10 -9 28 -10 -14 15 24 -17 -18 -4 -20 21 27 -23 -22 25 -5 -26 -16 29 -12
right_child=1 2 18 6 -6 -7 7 8 12 -11 11 -13 13 -15 20 16 17 -19 19 -21 23 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.013245393864990759 -0.015531963972675525 0.0099017140309848265 -0.01159297563272106 -0.0071114508081805859 -0.012838654445843856 0.0011251466240633709 -0.015053596457443918 0.0055385373456589828 0.0011549275913096966 -0.014544450082153926 -0.014474910355680545 0.0087309450328342027 -0.015036674803397813 0.011767649389451082 -0.0003291286412752409 0.0083155875055491435 0.00047117019184898687 0.0097960596830933399 0.0079071679550595346 -0.014244220961375051 -0.017576212116107159 0.011581742684690002 -0.0035672503855743044 -0.00091943169128233212 0.00067270303962644446 0.0090690767144016235 -0.013097117212278742 0.0099648761018377909 -0.016267108959183603 0.003555445943184121
leaf_weight=2.9450292587280336 8.1419580448418873 6.0197180248796966 8.6387720257043821 6.3358612880110767 6.2608228884637347 15.874966062605379 3.6123374849557868 7.8411279171705273 158.70371564105153 5.6403913907706729 5.0241747722029739 3.3154910057783118 5.4586585238575926 2.1167275011539459 107.4773840457201 31.014907412230968 35.761918939650059 11.760457403957842 3.8633877523243418 1.9648779965937135 3.1402198076248151 10.419795654714106 5.2087546102702609 5.3763081133365631 13.548691634088756 11.782327640801666 6.0221819058060637 4.4878646731376639 5.6905205212533465 5.3480672091245651
leaf_count=91 127 47 211 43 80 83 57 38 720 104 42 15 81 5 483 95 141 31 21 44 33 31 29 25 55 37 31 13 61 26
internal_value=0.000163411 -0.00574402 -0.00185404 0.000515625 -0.00404799 -0.00112361 0.000767135 -0.000415274 -0.000149737 -0.00474558 -0.00271506 -0.00605476 0.000758485 -0.00754696 0.00171719 0.00328671 0.00496533 0.00277882 -0.00674559 0.00043929 0.000376968 0.00087344 0.00653282 -0.00706113 -0.000211237 0.00341081 -0.00356443 8.34824e-05 -0.00910665 -0.00517822
internal_weight=508.797 28.6287 20.4868 480.169 25.0808 18.82 455.088 202.751 199.139 32.8598 27.2194 19.3783 166.279 7.57539 252.337 116.226 78.5373 47.5224 14.467 5.82827 136.11 127.594 15.6286 8.51653 37.6891 18.1182 19.5709 111.965 16.0628 10.3722
internal_count=2900 450 323 2450 254 174 2196 1149 1092 286 182 144 806 86 1047 433 267 172 276 65 614 556 60 58 166 80 86 496 129 68
is_linear=0
shrinkage=0.0124631


Tree=60
num_leaves=31
num_cat=0
split_feature=1 2 0 1 2 1 2 1 2 0 0 2 0 0 1 1 2 1 0 1 0 2 0 0 1 1 1 2 0 2
split_gain=16.1814 8.01548 7.5358 6.92436 7.64778 7.92849 6.58083 6.54421 6.36443 5.95502 9.18325 5.02051 4.87609 4.65611 5.76103 5.78494 4.2968 4.27511 5.98362 5.0689 4.78808 4.56968 5.92975 4.01 4.87414 3.66625 5.41398 8.99233 8.18856 4.73821
threshold=0.48627286610000009 51.779769178100004 0.42314601355000009 0.39167988980000007 38.238138001450004 0.3982365797500001 41.919251152600005 0.34193587020000005 48.461603274950008 0.61532588845000014 0.63075955810000017 44.921040431000009 0.56859076075000015 0.52877159370000015 0.3979222179000001 0.43166372265000008 41.395309858300003 0.48363821445000005 0.51243974730000008 0.46613873835000008 0.60665848330000005 45.90502654165001 0.58859016195000013 0.54511840960000013 0.42829556000000008 0.3447651268000001 0.34581299960000006 43.968221017800005 0.47997065955000012 42.852084787850011
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 12 16 -4 8 -8 -2 -11 -1 13 -5 -15 -16 -6 18 -7 21 -21 23 -23 -20 -25 -9 27 28 -27 -30
right_child=9 -3 3 4 5 17 7 25 -10 10 -12 -13 -14 14 15 -17 -18 -19 19 20 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0045945984289149757 -0.0069707319460065387 -0.0066240562742052372 0.0017842961947215458 -0.0070921887676760652 0.00058510450513371418 -0.0067904403257169317 -0.0084524945683602092 0.0038735162101117843 0.0015097726265885447 0.0034295293537482952 -0.0039440780564078551 0.00027222715689927807 -0.0065032467767843346 0.0047434709031509798 -0.00486984767010935 0.0016061237759650547 -0.0051193632117194883 0.0053982916277888898 0.0026499606436057601 -0.0057905166723050457 0.0013882307672147748 -0.0058097676621949581 0.0020939520222924453 -0.0024865698191925464 0.0012505767526986991 -0.00593273552103159 0.0011119635708422013 0.004049783627945845 -0.003418806072836207 0.0031934727100879751
leaf_weight=14.221007343381645 10.015233818441628 4.8132374174892893 180.53926305472851 3.7340528927743462 5.9816994667053249 3.2505328506231299 4.9856298863887769 8.6534013673663122 3.1038173884153366 6.8216345757246044 19.273679379373789 11.384473264217375 7.3962542936205855 4.8652906864881542 9.3202460706233996 7.3673018738627425 11.533372715115545 5.6040436476469031 44.137670561671257 6.603078715503214 4.7762783393263817 6.2919230312108976 5.1486231833696365 12.904892571270464 53.859431751072407 13.894576579332353 62.525233417749405 6.709042325615882 6.0749384164810163 6.9095416739583015
leaf_count=191 127 63 620 38 32 40 37 24 11 47 276 51 104 16 74 39 99 15 145 49 21 50 18 73 201 107 264 20 28 20
internal_value=0.000144071 0.000391149 0.000457127 0.000609225 -0.000194901 0.000296626 0.00113757 0.000102995 -0.0046301 -0.00339057 -0.00201653 -0.00243076 -0.00260254 -0.00146161 -0.000486108 -0.0020108 -0.00317119 0.000722636 0.000531338 0.000709317 -0.00277737 0.00103362 -0.00225283 0.00137265 0.000528223 0.000468456 0.000161887 -0.00160671 -0.00301858 9.9842e-05
internal_weight=552.699 516.589 511.776 486.17 192.775 160.092 293.395 112.856 8.08945 36.1105 26.0953 25.6055 32.6831 25.2869 21.5528 16.6875 17.5151 142.576 136.972 133.722 11.3794 122.343 11.4405 110.902 66.7643 104.767 96.1133 33.5881 26.8791 12.9845
internal_count=2900 2450 2387 2145 1014 743 1131 511 48 450 323 242 271 167 129 113 131 612 597 557 70 487 68 419 274 463 439 175 155 48
is_linear=0
shrinkage=0.00546169


Tree=61
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 0 1 1 2 0 1 1 2 1 2 0 1 1 1 0 2 2 1 2 0 0 2 0 1 2
split_gain=6.62158 4.00581 3.52993 3.3071 3.46698 3.00283 2.82363 4.63298 3.60906 4.35222 8.24068 3.19134 6.46195 2.97932 5.23409 2.88919 5.77054 3.98663 9.46159 8.59363 3.73816 4.57279 8.42402 3.50353 5.38227 3.28773 12.768 2.83112 2.80347 2.73386
threshold=0.50064369330000014 0.63514565435000014 45.027406014450008 0.42314601355000009 0.31308942845000004 0.68186581240000022 0.39167988980000007 0.39388042275000007 37.186372654950006 0.61532588845000014 0.48627286610000009 0.48363821445000005 50.264779514000004 0.46613873835000008 41.792045663550006 0.53839705400000015 0.42552618185000007 0.40367054880000008 0.41917906650000009 0.54095685760000012 40.305698932850007 41.43512228960001 0.3982365797500001 40.823855932350007 0.55754318735000019 0.58859016195000013 42.674081447500008 0.56501302355000016 0.30560462260000004 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 28 -4 29 -8 -9 10 11 12 13 15 -15 16 20 -17 19 -19 -10 -22 -23 -20 -25 26 27 -26 -1 -5
right_child=2 -3 5 6 -6 -7 7 8 9 -11 -12 -13 -14 14 -16 17 -18 18 23 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.014589971399021451 -0.014742762547474307 -0.013096884281312164 0.0028185007338240825 0.0031606209827718091 -0.016015323890913293 -0.015366949546715433 -0.015923896664413982 -0.0058940357839857918 -0.0093825239354419568 0.010677156321302211 -0.018030909555661279 0.011713972531655107 -0.016094354917857597 -0.018755556370562525 0.0023307139362464535 0.01140706031731238 -0.019466045475215826 0.004694969729288968 -0.00034342446404765409 -0.022942123238665582 0.012429580450817844 -0.014984148478913609 0.0057243134738161087 0.010231330106785877 -0.0028704125803022504 0.01128704455334332 -0.019257332671380707 0.00862824560411341 0.00032451814180084097 0.00040359911779292438
leaf_weight=2.8300052192062202 8.2288025952875632 4.0837017931044093 6.2924505732953531 132.2155222594738 4.105598557740449 2.3675161935389042 3.5935147739946833 18.63459731452167 6.7769899815320995 7.5870504528284064 4.658429190516471 4.7026283591985694 4.4747299849987021 3.9852747842669469 5.0644482672214508 8.3895684853196126 3.3603931535035363 3.5289699435234052 37.020407527685165 5.3832106105983257 6.1202856786549118 5.7225230336189297 10.644062485545872 22.620925657451153 6.1723330318927863 5.0806366056203833 5.5102246403694144 11.835722856223581 15.280117452144621 140.60722069442272
leaf_count=91 252 38 48 496 69 60 56 200 47 28 47 13 72 38 24 30 45 11 172 47 23 47 51 64 27 14 37 36 82 635
internal_value=0.000186584 0.000478657 -0.00828725 0.00059275 -0.0045951 -0.00215315 0.000841304 -0.000442864 -0.000145804 0.000489375 9.4352e-06 0.000546796 0.000200598 0.000695894 -0.00695516 0.00119703 -0.002383 0.00230366 0.00151753 -0.0119986 -0.000421334 0.00227935 -0.00151633 0.00288265 0.00521438 0.00124611 -0.00092302 0.00468703 -0.00200612 0.00173971
internal_weight=506.878 489.989 16.8888 485.905 22.2157 8.65997 463.69 190.867 187.273 168.639 161.052 156.393 151.691 147.216 9.04972 138.166 32.6243 105.542 97.1524 8.91218 29.2639 22.4869 16.3666 88.2403 51.2198 28.5989 23.5183 18.0081 18.1101 272.823
internal_count=2900 2540 360 2502 242 108 2260 1129 1073 873 845 798 785 713 62 651 213 438 408 58 168 121 98 350 178 114 100 63 173 1131
is_linear=0
shrinkage=0.0137644


Tree=62
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 0 2 1 2 1 2 0 1 1 0 0 0 2 1 1 2 2 0 2 2 0 1 0 2
split_gain=13.516 9.23139 7.52669 8.46788 4.71182 4.58533 4.43319 4.18566 3.94966 3.47349 4.61862 4.44229 3.4123 4.81946 3.34769 8.44947 8.08478 7.71138 6.23556 5.98239 18.2861 5.24907 6.95643 4.74515 5.70061 6.07182 4.68304 4.54906 4.54088 4.42308
threshold=0.5726475255500002 44.710446918150005 0.42314601355000009 44.269496632500008 0.68186581240000022 49.275256100300005 0.47943175355000006 44.921040431000009 0.49242537650000007 39.995120105550008 0.48544953745000008 40.922041107600009 0.5810754169000002 0.49901200560000009 0.39078171310000004 0.53592706805000012 0.48543456785000005 0.48368312325000012 43.633733172900008 0.40621538280000008 0.41753240920000007 41.840895355800008 42.599563320500003 0.48181192180000004 42.178283198950005 42.686561923500008 0.47760546090000006 0.35877668335000007 0.5317655160000001 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 14 5 -3 -5 -1 9 10 -2 -11 -7 -14 16 18 17 23 28 -17 -21 29 -23 24 -4 26 -26 -18 -16 -22
right_child=1 4 3 6 -6 12 -8 -9 -10 11 -12 -13 13 -15 15 19 27 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0054781092736906839 -0.0080047752511764221 0.0034601776465134947 0.0013573149939368476 0.0014253069279254269 -0.0075148432657894818 0.0027780715771462267 -0.00332206377914207 1.7870608455795446e-05 -0.0074175262476281608 0.0035233961170860256 0.0047530169880042276 -0.0035294338876785307 -0.009241119081080152 0.00043740117551396818 -0.0028273664024969524 0.0054303450489113329 0.0046697755762221769 -0.0078546056806125444 0.0036481094825472128 -0.011258446521386273 0.00089008662940133867 0.0074073764768974515 0.00015974677668806003 0.0041385162712814332 -0.0021999713869124901 2.8788097550641748e-05 -0.010536585778861688 0.0019112783152196277 -0.010473069891519367 -0.0055410779073809292
leaf_weight=13.274159099906685 8.7468194514513034 16.068414382636551 84.594908371567726 12.14371197670698 3.1471677795052519 4.814964421093463 30.678803406655788 11.385973952710627 13.569118175655602 5.7281828746199634 1.4653307422995556 12.723573580384253 4.3185680061578733 4.8101409636437893 23.383924793452028 13.089886009693144 41.112845219671726 4.6834411025047293 5.784153811633586 5.3908424302935591 56.974828712642193 12.61910515278578 10.931312300264834 16.791183717548847 7.4081306681036931 28.275221601128578 4.9862185791134834 74.095091044902802 4.0274119824171057 5.1581274867057791
leaf_count=191 125 59 319 49 61 22 242 51 280 21 14 74 39 33 176 35 117 24 24 44 246 29 44 47 40 143 39 255 31 26
internal_value=0.00021327 -0.00239951 0.000635265 0.000834708 0.000226814 0.00103863 -0.00197579 -0.00294053 -0.00446156 -0.00306225 -0.00617417 -0.00133995 -0.00175191 -0.00414127 0.00113611 0.000295201 0.00157707 0.000541809 -0.00262665 0.00122635 0.000622121 0.0013696 0.00404327 0.000818631 0.000373614 -0.00167254 -0.00555377 0.00289567 -0.00395071 0.000356187
internal_weight=542.182 75.3923 466.789 442.129 33.1593 30.0121 42.8225 24.6601 42.233 28.6639 10.2122 18.4518 13.9437 9.12871 399.307 137.36 261.947 146.739 33.1955 104.164 91.0742 85.6834 23.5504 142.056 125.264 40.6696 12.3943 115.208 27.4113 62.133
internal_count=2900 728 2172 1930 214 153 291 242 514 234 139 95 94 72 1639 655 984 612 231 424 389 345 73 588 541 222 79 372 207 272
is_linear=0
shrinkage=0.00665049


Tree=63
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 0 0 1 0 2 2 0 1 0 2 1 2 0 1 1 1 1 1 0 0 0 2 2 0 2
split_gain=15.035 10.6947 9.09812 12.8671 5.46471 5.98483 5.32026 4.91815 4.61487 5.979 4.27133 4.12218 7.72798 8.37934 7.03536 6.17763 6.49703 5.65829 5.93712 4.62476 4.58342 10.8954 4.22988 7.90517 4.00706 5.77903 11.0814 3.75246 3.73376 3.63726
threshold=0.5726475255500002 44.710446918150005 44.269496632500008 0.41932876265000008 46.177190236600005 0.61802041855000012 0.47943175355000006 0.5024400467000002 0.47727612945000003 48.315732392000008 50.264779514000004 0.47886290830000006 0.39078171310000004 0.53592706805000012 43.968221017800005 0.34458549145000011 42.773538294100007 0.54475913895000005 0.4355408521000001 0.39971857130000005 0.45393850480000009 0.46208197360000008 0.33672644530000007 0.4447920721000001 0.47305469895000007 0.47778509625000004 40.305698932850007 43.968221017800005 0.47694679800000012 45.027406014450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 10 8 -7 9 29 -6 15 -13 14 19 22 24 -15 -19 -14 -20 -22 23 -5 -17 28 -27 -18 -26 -4
right_child=1 4 6 11 5 7 -8 -9 -10 -11 -12 12 13 17 -16 16 27 18 20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0057265855597725271 -0.0043697563647555502 0.0062806636885650684 -0.00053471943054191843 0.0025933625789877541 0.0044322765548691157 -0.011835628610872685 -0.0033744339344638401 -0.0020159949211402237 0.0063618658190758648 0.0019488662181402728 -0.001649713372836586 0.0023233317921620296 -0.0023004351425452807 0.0032158665509347041 0.0052469937945909782 -0.0051644787423279753 -0.0074858309455844178 -0.0020643698203402995 0.002922079593012258 -0.0089156594789767674 -0.0093730502788390516 0.0028860427460906508 0.0036719152355741643 -0.0069372356379797983 -0.0010435871462415637 0.0025319203652524537 -0.010288594582589157 0.00084114407414429806 0.003911559128104535 -0.0088977410876840916
leaf_weight=10.731989368796347 42.692332241684198 4.993221014738082 3.7929423972964349 9.9029701948165876 9.0217019915580803 2.5966593176126462 31.550839468836784 7.8792262561619282 4.2130977511405936 12.318595364689825 8.6712074130773527 177.74038987606764 24.28942717239261 36.088705897331238 4.1083650290966025 5.4956650212407103 8.7531626559793931 27.129158243536949 30.362540952861309 4.8556101955473414 4.3781611844897252 7.5861103534698486 21.549823716282845 5.0226830244064322 9.1363054513931292 5.6078486889600736 4.7837489321827888 2.7149788886308661 16.054949440062046 4.1923765316605568
leaf_count=168 514 15 25 35 29 18 242 89 10 42 63 582 166 110 13 54 75 155 97 47 34 28 63 34 44 17 38 11 47 35
internal_value=0.000235283 -0.00232195 0.000645939 0.000961109 0.000314361 -0.00074323 -0.00169414 -0.00444999 0.000468231 -0.000754709 0.00145152 0.00113808 0.00146892 0.00037479 -0.00233392 -3.83022e-05 -0.00139642 0.00122821 0.000195437 -0.00340254 0.00164385 -0.0016 0.00191821 -0.000613812 -0.000246755 0.000512773 -0.00336998 -0.00551449 0.00211444 -0.00492539
internal_weight=548.215 75.8543 472.36 416.293 33.162 28.1688 56.0679 10.4759 24.517 20.3039 17.6929 405.561 316.538 138.798 33.2534 89.0221 52.5467 105.545 69.456 29.145 42.3268 11.9643 36.4755 14.9257 41.0785 35.5829 10.3916 11.4681 25.1913 7.98532
internal_count=2900 728 2172 1818 214 199 354 107 112 102 92 1650 1232 650 226 418 286 424 314 213 159 62 132 69 200 146 55 86 91 60
is_linear=0
shrinkage=0.00618797


Tree=64
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 0 2 1 2 2 0 0 0 0 1 1 1 0 0 0 2 2 1 1 0 0 1 2 1 0
split_gain=18.2035 12.4016 11.4507 10.9155 8.22396 9.1945 8.44007 7.28658 7.20398 7.17378 6.93089 7.00965 6.15909 6.91084 4.68598 4.41384 4.28104 7.76478 3.84736 4.82349 7.34812 5.40889 6.64113 6.41344 5.62361 5.50046 5.07692 3.53932 8.83445 4.62116
threshold=0.46613873835000008 49.110028829250005 44.710446918150005 0.47305469895000007 0.39078171310000004 0.53136133645000017 38.238138001450004 0.48627286610000009 48.680511450650009 41.621607100200002 0.61532588845000014 0.63075955810000017 0.51589772760000019 0.50300889195000009 0.38042274180000007 0.40621538280000008 0.43166372265000008 0.56369569775000017 0.47470135625000004 0.47727612945000003 43.162556114600001 42.564639561200003 0.34569324270000007 0.34632196640000007 0.47943175355000006 0.48101853240000009 0.34524415440000006 41.872669623500009 0.34392682850000006 0.45612406815000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 9 -6 15 -4 27 -5 -9 -12 13 18 -14 -7 -17 -18 -11 26 21 22 24 25 -21 -23 -20 28 -1 -29
right_child=2 -3 7 4 5 6 -8 10 -10 12 11 -13 14 -15 -16 16 17 -19 19 20 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00038605344036209149 -0.0058369276540443053 -0.0050711870079423772 0.0053982719086898027 0.002793905476161423 -0.0030882549554082615 0.002075646781475868 0.0014610111738588554 -0.0091871051739407742 0.0046339434927652311 0.0058593052575841801 0.0071780582454638725 -0.0027771623001944757 -0.0097530091441613669 0.0049632999969154859 -0.00054366968640591604 -0.0086307193727964381 0.0046755697933603393 -0.0060569363025764593 -0.00011010036494375339 0.0013490389260841981 0.0039033506958864542 -0.0064865102938543662 0.0034223565315969545 -0.011041635475310388 -0.0078519742348839364 0.0028600233238911424 -0.0071799665870305425 -0.0064025101556557714 -0.0083291919068139188 0.00095649939194462647
leaf_weight=25.084524072706703 30.993025466799736 15.277688682079313 7.2318105176091221 147.6585151180625 31.236237410455942 5.944135986268523 117.72881071269512 4.4312030896544483 6.3022439628839484 4.9642087519168845 4.0182551592588416 10.527835983783005 3.8594000339508039 16.028588473796844 5.5229606702923775 6.1640861034393337 4.4293536767363531 7.4069047048687935 10.389977015554907 5.8296748995780963 21.589857064187527 4.6817162781953794 17.213848695158958 3.8012793660163871 5.1392419338226318 5.7920263111591339 6.9838327541947356 15.481393460184337 5.9091236144304267 4.5369737595319739
leaf_count=136 416 128 19 455 235 24 452 39 17 13 11 100 33 48 25 59 18 76 49 24 63 31 51 23 29 18 55 165 67 21
internal_value=0.000229725 0.000618094 -0.00319864 0.000795597 0.00114417 6.08508e-05 0.000755168 -7.87852e-05 -0.00183393 0.00186612 -0.00216597 -2.71028e-05 0.00064073 0.00109628 -0.0043319 -0.00271528 -0.00429736 -0.00204063 0.000378768 4.46238e-05 0.000857502 -0.000691318 0.000937566 -0.00390718 -0.00296189 -0.00131784 -0.00295201 -0.002633 -0.00127556 -0.00473466
internal_weight=562.159 504.957 57.2021 489.679 432.365 172.91 141.673 26.2091 57.3143 259.455 18.9773 14.5461 111.797 102.414 9.38236 23.9445 18.0003 11.8363 86.3857 81.4215 64.0476 42.4578 28.1828 14.275 10.9689 10.4737 17.3738 51.012 30.9936 20.0184
internal_count=2900 2315 585 2187 1781 864 629 169 406 917 150 111 462 404 58 177 153 94 356 343 239 176 104 72 53 49 104 389 203 186
is_linear=0
shrinkage=0.00641236


Tree=65
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 2 1 0 1 1 1 0 1 1 0 1 0 1 2 2 0 0 1 2 0 1 0 0
split_gain=7.56069 3.78596 3.17102 5.57805 3.62571 6.57175 5.25423 3.70584 3.49335 3.95537 3.60752 3.16905 9.25208 3.05856 3.55292 4.62266 7.73387 4.25702 3.90107 7.27911 5.02283 7.35365 5.6836 3.97108 6.34599 3.17184 2.97073 5.32424 5.29024 2.85699
threshold=0.50663153795000015 31.796797363700005 49.275256100300005 0.48363821445000005 0.46613873835000008 0.60665848330000005 44.710446918150005 40.922041107600009 0.30949672165000003 0.37331217625000007 0.31063441215000004 0.38185982460000006 0.38780276035000005 0.59507200385000003 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44751654140000008 0.55041765215000005 0.42194844465000009 39.995120105550008 41.24714903835001 0.56704889075000009 0.47727612945000003 0.34524415440000006 42.207998345450008 0.4622167001000001 0.35675578575000005 0.47706655490000011 0.42646926740000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 8 -6 7 -7 9 -3 -10 -1 -13 14 15 17 -17 18 23 -20 -21 -22 -23 24 29 -19 -26 28 -28 -12
right_child=-2 2 3 -5 5 6 -8 -9 10 -11 13 12 -14 -15 -16 16 -18 25 19 20 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.020730018900893567 -0.010683297883151695 0.012558440535131908 -0.011234016678795188 0.0041290906305172567 -0.012945071208337787 0.0028211527296676739 0.011867162205168008 -0.019480033595739861 0.016575397763651637 -0.016592345380361962 -0.0053039011546906515 0.022777824528362599 -0.017753949130516276 -0.010185144099818811 0.012520933061522315 -0.020679127984326549 0.0076982939810984153 0.0031173361506870072 -0.020294194354760691 -0.01003433769172957 0.013184668258806192 0.002112562518211738 -0.01851615598542521 0.0024175929119973107 -0.018695119706435219 0.015923222687873408 -0.020587109643532553 0.010053053574989788 0.0020049863559746662 0.0027601934993215153
leaf_weight=3.1703497841954213 13.105760848149655 1.2829780243337143 12.168990746140482 8.6499405652284604 10.896129328757526 3.698713503777979 6.4167848229408264 2.8015268556773663 3.3371319696307173 4.4487451296299696 11.974821373820303 1.9633557200431822 3.1186980605125427 4.8965831845998755 6.1031010821461669 5.1483159773051721 3.4192122966051102 9.4784872680902499 4.7249013893306246 9.1008607037365454 8.9203686267137545 9.9350443258881551 4.0109034255146971 292.12494275160134 4.9262448772788074 7.343860298395156 5.3256981894373876 3.4935709163546553 3.7992956712841988 43.695538736879826
leaf_count=49 319 11 123 40 103 33 17 30 8 104 80 3 62 40 18 46 16 34 47 78 22 40 24 1220 60 16 51 17 16 173
internal_value=0.000283451 0.00057069 0.000735444 -0.00485089 0.00098221 -0.00457904 0.00247811 -0.0067904 0.00127815 -0.0100673 0.00142536 -0.00925423 -0.00209526 0.00131004 0.00143987 0.00128165 -0.00935399 0.0014992 0.00119757 -0.00334882 -0.000844213 0.00281348 -0.00382033 0.00165417 -0.00139184 0.00870779 -0.00906245 -0.00530188 -0.0111806 0.00102559
internal_weight=513.481 500.375 492.123 20.8189 471.304 23.8132 12.917 6.50024 447.491 5.73172 441.759 8.2524 5.08205 438.422 433.525 427.422 8.56753 418.855 402.032 36.6921 31.9672 22.8663 13.9459 365.34 73.2152 16.8223 17.5448 12.6186 9.12499 55.6704
internal_count=2900 2581 2467 163 2304 183 80 63 2121 115 2006 114 65 1998 1958 1940 62 1878 1828 211 164 86 64 1617 397 50 144 84 67 253
is_linear=0
shrinkage=0.0146266


Tree=66
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 2 2 2 0 2 0 2 1 2 1 2 0 0 1 1 1 2 0 0 0 2 1 2 0 0
split_gain=8.68438 4.4118 3.55095 7.35151 5.0745 4.1889 3.73474 3.52237 6.64744 3.43043 4.79749 4.39143 6.67888 4.5828 3.89449 3.88461 2.84689 5.57887 8.12208 4.72922 2.88177 3.30286 2.7578 2.69369 8.64168 7.15645 6.28544 7.30667 4.29286 5.4647
threshold=0.50663153795000015 32.785955158400007 42.599563320500003 0.57600071855000012 0.47536001915000009 43.19689381845 43.542456167850005 41.792045663550006 0.62143349005000015 35.131296350900008 0.46928235680000008 39.468990633150007 0.32600820335000008 41.558544840500012 0.34392682850000006 41.902916368500009 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.34581299960000006 0.34515433670000012 42.929886289700008 0.48119816770000007 0.50579323975000012 0.48543456785000005 39.468990633150007 0.37852160115000005 38.703421923500009 0.52428071015000011 0.53592706805000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 16 22 8 -6 14 11 -11 13 -13 -3 -15 17 18 19 20 -4 -22 -7 24 25 -12 -25 -28 -29 -30
right_child=-2 2 5 4 7 6 -8 -9 -10 10 23 12 -14 15 -16 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 27 28 29 -31
leaf_value=-0.0060630391103156517 -0.007944623345353112 0.014133850832246584 -9.8416190405735586e-05 -0.0099125887177244597 -0.013036687674938451 -0.0014790116050097785 -0.0005222716642842379 0.012823701419288375 0.009939324950028177 -0.0093794489410269129 0.0073159485878545307 0.013250457548789538 -0.0091359702572400298 0.0092771980284574156 0.0031793842787289032 -0.013644678245862296 -0.0086292421410629067 0.008447330585781768 -0.017443810938549208 0.0079153966096574598 -0.017290454434198552 -0.0016630770335554889 0.0071727254561089523 -0.0080952416171410566 0.0062944169614730181 -0.00063833936319426809 -0.0029800840246075643 0.0073765458092996056 -0.00508640735403752 0.0027715270186062886
leaf_weight=11.144681993871925 13.871004313230513 4.7231727540493038 7.7555456347763627 10.623500969260933 3.1805385537445536 5.8197641894221332 107.09019143879414 2.0927560850977898 2.4324602670967579 8.3697206676006335 15.006954193115233 4.5140582472085935 4.9358481280505657 1.5065842345356943 14.330240990966557 1.7484747096896169 9.7329920530319196 4.613317657262086 4.1273548454046241 4.6505506709218016 3.0828845649957657 2.8478368073701859 13.133660729974507 8.4221383929252607 48.092807844281197 70.742554381489754 33.515365086495876 17.50740622729063 11.295397259294985 68.036689832806587
leaf_count=133 319 10 53 107 44 40 620 10 16 64 42 18 42 11 66 29 66 16 30 17 26 18 44 47 150 282 203 52 79 246
internal_value=0.000222244 0.000446533 0.00059341 0.00121556 -0.00522423 -0.000671407 0.000235367 0.00123936 -0.00307976 0.00159298 0.0013139 -0.00349539 0.000380881 0.00642709 0.0058949 -0.00303543 -0.00377631 -0.00203193 -0.00418399 -0.00119939 -0.00429656 -0.00978644 0.00451616 0.00168567 0.00274464 0.000753734 0.000664367 0.00123032 0.00268751 0.0016527
internal_weight=518.946 505.075 493.931 331.077 18.3293 162.854 126.044 7.70575 5.613 312.747 293.694 21.0747 12.705 7.76912 19.0534 3.25506 36.8105 27.0775 22.4642 18.3368 13.6863 5.93072 18.9534 272.619 133.842 85.7495 138.777 130.355 96.8395 79.3321
internal_count=2900 2581 2448 1518 177 930 704 70 60 1341 1265 164 100 58 76 40 226 160 144 114 97 44 84 1101 474 324 627 580 377 325
is_linear=0
shrinkage=0.0104622


Tree=67
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 1 2 1 2 0 0 2 1 2 0 2 0 0 1 1 1 0 1 2 2 1 0 0 0 1
split_gain=6.77361 3.58142 3.2977 3.19612 3.50076 3.272 3.94787 4.75948 4.98206 3.40953 4.29241 4.6719 3.42608 3.37399 5.11633 3.65382 7.93585 3.63489 7.71737 3.18246 4.92879 3.14365 6.37968 6.16526 3.95879 7.0644 2.97037 3.6775 4.45873 5.38057
threshold=0.50064369330000014 0.63514565435000014 45.027406014450008 0.42314601355000009 44.921040431000009 0.38906020780000011 41.872669623500009 0.34193587020000005 48.461603274950008 0.51589772760000019 0.50300889195000009 43.19689381845 0.38042274180000007 37.064694648750013 0.51243974730000008 34.997818021800008 0.54384599265000022 0.61532588845000014 0.48627286610000009 0.34506451900000007 0.34632196640000007 0.47470135625000004 0.34542378970000004 42.541806567400009 42.718072821900002 0.3459626957000001 0.51929582950000019 0.50579323975000012 0.48543456785000005 0.34554354660000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 26 8 -8 10 11 21 -11 15 -15 16 -7 18 -16 -13 -21 -9 23 -23 -24 -26 27 28 29 -5
right_child=2 -3 -4 5 -6 13 7 9 -10 12 -12 19 -14 14 17 -17 -18 -19 -20 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.010822780669407155 -0.015875735761408237 -0.013397751104099109 -0.0026947999198568924 0.0039766832702443 0.0010373429402666804 0.01397874076717159 -0.02138000231847605 0.0082039895432100361 0.003233731097238051 -0.020597244289628943 0.0092986640141178023 0.013561725634359461 -0.0010452017826404069 -0.018004741463014798 0.00060956999454940466 -0.012571699203939045 -0.011408737700800246 0.0106146845468194 -0.019114858721418056 -0.0055108023791505655 0.0081877278535494469 -0.023224462162493586 0.0038769734032114964 -0.0038806387495365115 0.0054802905050231367 -0.022727131637846811 0.010899681293613296 -0.0046422041857644859 0.0078840152370249512 -0.0047486770712558898
leaf_weight=10.898355446755888 8.0565364956855792 4.0153859034180632 8.7468428164720518 65.095593206584454 11.098667047917841 4.8818242028355616 4.5116382390260688 5.2481124848127356 3.0420048236846924 3.1301185674965364 13.631265707314013 7.0408274605870274 5.3897671550512314 3.3471494670957318 171.30357315018773 10.013425000011919 6.1445173658430576 7.5846232920885077 4.4978024810552588 10.346355073153974 13.216493725776671 6.1377614587545386 19.501207076013092 8.9470940716564638 3.9227166734635821 3.9240803942084312 11.494820594787596 12.533695094287394 40.20783644169569 20.542959351092577
leaf_count=191 252 38 108 221 51 14 37 25 11 33 48 18 25 53 862 100 96 28 48 52 47 43 76 51 19 24 31 58 132 108
internal_value=0.00026565 0.000582824 -0.00901452 0.000697946 -0.00483872 0.000959502 0.00207797 -8.87434e-05 -0.0114676 0.000767042 0.00160085 0.000260474 -0.00822842 -0.000428616 0.000207197 -0.00607161 -0.000168635 0.0005396 0.000104929 0.00479296 0.00217276 -0.00264867 -0.00399093 -0.0117513 0.000289608 -0.00862587 0.00363915 0.00303604 0.00380076 0.00188365
internal_weight=508.453 491.65 16.8034 487.634 21.997 465.637 257.864 107.989 7.55364 100.436 91.9159 78.2846 8.51989 207.773 186.733 21.0398 11.0263 183.386 175.801 30.6037 23.5628 47.681 42.4329 15.0849 27.348 7.8468 149.875 138.38 125.846 85.6386
internal_count=2900 2540 360 2502 242 2260 1059 509 48 461 403 355 58 1201 991 210 110 938 910 117 99 238 213 94 119 43 550 519 461 329
is_linear=0
shrinkage=0.0148642


Tree=68
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 0 1 1 1 0 2 2 0 0 1 2 0 2 2 2 2 0 1 2 2 2 0 1 1
split_gain=5.89138 3.42389 2.80143 4.45429 4.32735 10.907 6.09637 5.74558 5.80482 5.56246 4.20849 5.25959 5.50149 5.34215 5.25287 4.90765 4.10308 4.09453 5.89052 7.82994 3.81105 3.33671 3.12982 4.27514 7.12639 7.16261 2.91 3.85068 5.16119 5.16665
threshold=0.50663153795000015 32.785955158400007 35.131296350900008 0.34392682850000006 0.34193587020000005 0.4588185982500001 0.45006137540000007 0.37138109635000011 0.36927038110000004 0.36543816055000006 0.48543456785000005 39.468990633150007 40.12915366295001 0.47470135625000004 0.47670728420000003 0.35877668335000007 42.541806567400009 0.51243974730000008 37.797539186950011 47.001379125850008 40.621691032550004 41.468518788800004 0.47796473160000008 0.34569324270000007 42.852084787850011 41.872669623500009 38.703421923500009 0.52468488970000016 0.39971857130000005 0.40367054880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 8 9 10 11 -8 -13 -14 16 21 -15 18 -9 -20 -16 -12 -22 24 25 -24 -19 -28 -29 -30
right_child=-2 2 4 -5 6 -7 7 17 -10 -11 15 12 13 14 20 -17 -18 26 19 -21 22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0077036128588894226 -0.0096236759099141925 0.018357485236911209 -0.0014519531738030377 0.0022116030611772771 -0.017526504325400816 -0.025746244193136505 0.0090066632775402736 0.010034261741856633 0.01295613855119945 -0.011028375041444624 0.013817034803125669 -0.010702995684153069 0.011163690393537339 -0.024496901919414095 0.0092657955349331779 -0.0033484218822196826 -0.0036047214588962114 -0.0036464393283098914 -0.018546917903893352 0.0088156858456593552 0.0040861737774924205 0.0051277264501014691 -0.0050125047956558156 0.0030629018506184054 0.0051045718549879299 -0.024270371122142351 0.0060021290032636603 -0.0061012297291961198 0.011575665661408616 0.00027248808704577942
leaf_weight=10.093368882313369 11.908951928839086 4.4544914737343815 31.190132519230247 14.98918469622731 3.6117196306586257 4.2160146310925475 15.699521187692879 2.9979902021586886 10.72954999655485 6.1509512588381758 14.838462747633455 8.5275732502341253 9.6870042309164983 2.8167162090539914 10.272385388612745 8.4688548594713193 5.7374865859746933 36.936775207519531 9.0833730008453113 2.7345046512782565 24.80452024191618 22.123839013278484 13.467765472829347 18.706310026347637 8.4363610222935659 5.4530902206897727 24.054949473589659 24.279888555407524 8.6826626211404783 127.08462940901518
leaf_count=133 319 10 241 95 49 32 50 10 33 39 45 40 30 22 29 35 42 254 95 10 96 72 56 68 28 42 108 171 26 620
internal_value=0.000228497 0.000467783 0.000639525 0.00591058 0.000417107 -0.00434481 0.000813455 0.000970503 0.00283412 0.0022142 0.00269606 0.00133996 0.000224545 0.0011622 8.20381e-05 0.00638573 -0.0104841 -0.000498556 -0.00771331 -0.0122156 0.00119597 0.00861604 2.62378e-05 -0.00215998 -0.00573128 -0.0105627 -1.49627e-05 0.000713628 -8.12294e-05 0.000995355
internal_weight=502.239 490.33 480.237 19.4437 460.793 35.4061 425.387 421.775 185.92 175.191 169.04 123.609 107.909 99.3816 89.6946 45.4312 8.5542 235.855 14.8159 11.8179 81.1404 36.9623 70.868 46.0635 27.3572 18.9209 221.039 184.102 160.047 135.767
internal_count=2900 2581 2448 105 2343 273 2070 2021 727 694 655 503 453 413 383 152 64 1294 115 105 319 117 290 194 126 98 1179 925 817 646
is_linear=0
shrinkage=0.0141766


Tree=69
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 0 1 2 1 2 2 0 1 1 0 1 1 0 2 0 0 0 2 2 0 0 2 0 0 2
split_gain=12.3368 7.4064 6.44541 7.85206 7.42435 6.00824 7.42704 5.8226 7.84098 5.28302 5.27084 4.69107 3.99085 4.59335 4.18797 3.40334 5.96288 3.38228 3.26369 5.75553 12.5122 9.59142 4.81454 7.47125 3.24985 5.62597 5.91648 6.82592 5.18405 6.30591
threshold=0.48627286610000009 51.779769178100004 0.47305469895000007 0.39167988980000007 0.53592706805000012 0.61532588845000014 0.50663153795000015 38.238138001450004 0.40621538280000008 41.941595803500007 48.680511450650009 0.63075955810000017 0.48363821445000005 0.46613873835000008 0.60665848330000005 0.42194844465000009 0.41367024935000007 0.59665878265000016 42.674081447500008 0.58626987215000004 0.55754318735000019 0.54279811980000015 41.840895355800008 41.322103772800006 0.47997065955000012 0.47470135625000004 43.32600771660001 0.47727612945000003 0.47760546090000006 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 9 15 -2 11 8 -6 -4 -1 -7 13 17 -15 16 -5 18 22 20 21 -20 23 -9 25 -11 28 -28 29 -27
right_child=5 -3 3 4 7 6 -8 12 -10 24 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0026117317921192577 -0.0089030947953631905 -0.0084834320038120539 0.0024813109856350805 -0.0035360808903906553 0.0055178679988579504 0.0070678199890921471 -0.00543778546606966 0.002028489619726142 -0.0047671404476931382 0.0058203738055189781 0.0029189440444047799 -0.00271760131458537 0.0069571360100545579 -0.0071750601109355867 0.0015668471473065334 -0.0093480638750679818 0.0044773050965666869 -0.0045707766617743926 -0.0057440372201671879 0.0069364759445282292 -0.0093506144714898716 0.007084081359190285 0.0051687975872839499 -0.0065126105354259538 0.0013609074837329534 0.0014100358947977667 -0.0050215287070084682 0.0052308312568454156 -0.010509937709585155 -0.0097301246258423187
leaf_weight=48.16280460730195 8.9889615103602392 4.5508026182651511 157.71244455128908 29.796501107513905 4.6202500984072712 5.3448182865977305 13.955840531736611 52.913031831383705 18.816004369407892 4.7854794263839713 10.503786712884901 4.5291225053369999 5.5677969381213179 6.4798505455255491 4.7547427341341972 3.7810895740985861 5.5055703632533541 4.7326584681868544 4.7484469041228348 4.0681445673108092 7.7235530838370314 7.5613645762205124 20.717447780072689 5.6748529672622672 62.699437409639359 7.5151182711124473 5.4543145522475234 8.0405319184064847 5.9511240795254698 3.8431126698851585
leaf_count=389 127 63 519 213 14 22 265 187 199 13 34 36 15 49 21 46 20 29 25 11 60 27 64 30 246 37 32 22 48 37
internal_value=0.000228363 0.000500616 0.000582039 0.000873551 -0.000226469 -0.00397488 -0.00211588 0.00049606 -0.00273954 0.00167906 -0.00162151 0.0025793 0.00110299 0.000829938 -0.00347528 -0.00296953 -0.00228635 0.00127721 0.00154485 -0.000734863 -0.00229267 0.0021357 0.00223768 0.00120119 0.00039178 -0.00131556 -0.00242414 0.00108706 -0.00516156 -0.00235929
internal_weight=539.499 506.68 502.129 443.463 187.461 32.8187 23.8298 148.378 23.4363 256.002 58.6666 9.87394 124.942 119.374 11.2346 39.0832 35.3021 108.14 103.407 24.1015 20.0334 12.3098 79.3053 58.5879 98.2891 35.5897 30.8042 13.4948 17.3094 11.3582
internal_count=2900 2450 2387 1964 1010 450 323 731 213 954 423 58 518 503 70 279 233 433 404 123 112 52 281 217 435 189 176 54 122 74
is_linear=0
shrinkage=0.00707411


Tree=70
num_leaves=31
num_cat=0
split_feature=0 2 0 2 1 2 2 1 1 0 1 1 1 2 2 2 2 0 2 2 1 1 2 1 1 2 1 1 0 2
split_gain=9.34622 8.58915 5.39299 8.16506 6.44745 5.86671 6.58413 5.05737 4.99454 4.86968 4.7074 16.008 4.21269 3.91112 6.64327 4.5084 3.56724 3.42202 3.43428 6.68331 4.61369 10.4854 3.94176 3.30008 10.2955 8.82364 5.78474 3.91155 4.35455 4.79828
threshold=0.5726475255500002 40.580626202750004 0.47727612945000003 45.90502654165001 0.40259273675000007 47.833738492450003 49.110028829250005 0.38906020780000011 0.34524415440000006 0.53592706805000012 0.40621538280000008 0.41753240920000007 0.30560462260000004 41.840895355800008 42.297164883650005 41.322103772800006 40.878805547300004 0.68186581240000022 44.710446918150005 40.878805547300004 0.45772581660000006 0.46128858420000007 49.275256100300005 0.37982395740000008 0.37138109635000011 38.386256906100009 0.36927038110000004 0.36543816055000006 0.48543456785000005 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 7 5 -5 -7 23 12 -9 -11 -12 -1 15 -15 16 -13 18 19 -3 -21 -22 -20 24 26 -26 27 28 29 -4
right_child=1 17 3 4 -6 6 -8 9 -10 10 11 13 -14 14 -16 -17 -18 -19 22 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.010190750743149223 -0.0086610915231806872 0.0073119840353468362 0.0075526738474360191 -0.0093579242808941431 -0.01254820908146919 0.0081318572003183723 -0.006695667624515937 -0.0020284890557110144 -0.0055771687145523179 0.0069679222761108084 -0.015399931080749279 0.00015794016977137244 0.00039687866810060314 0.012805722173805316 0.0018783175340094677 -0.0080611932975525411 0.0064423488288030918 -0.010429056788449843 0.0049190750892576952 -0.01580296288214382 0.014198942213561284 -0.0075746550535334151 -0.0021092187231988094 0.0062209625868371136 0.0034989593923173664 -0.013822142671277073 0.0091309767888880494 -0.0047351058563179036 0.0049028960065500733 0.00061092529032233302
leaf_weight=3.5394448824226847 17.550277043133974 4.1899918057024506 10.062128655612467 5.3418467752635541 6.0574988014996043 7.230720713734625 4.2550113014876842 50.449277549982071 19.204472064971924 12.624418489634989 5.1437283605337134 45.696086399257183 66.835598010569811 6.9358078539371517 17.614486694335938 5.0541073009371749 9.814333036541937 3.2446746453642836 15.626630231738092 3.4429479390382793 2.4354205504059783 10.539163660258053 13.138913035392759 21.049123726785183 4.4842323809862119 6.3639908209443092 12.155690699815748 6.6710296720266333 50.142406262457371 77.554160334169865
leaf_count=91 307 23 27 44 72 22 39 313 152 36 45 219 337 13 70 26 27 77 59 25 5 138 94 58 15 46 34 32 158 296
internal_value=0.000280808 -0.00293167 0.000777007 0.00128771 -0.00418134 -0.00116948 0.00263884 0.00165387 -0.0013022 0.000378415 0.00155865 0.000802063 -0.000135616 0.0017812 0.00496546 0.000490427 0.00126903 -0.00102066 -0.000402366 -0.00334935 -0.00607027 -0.0034876 0.00170884 0.00269147 0.00224776 -0.00666227 0.00286504 0.00233768 0.00268018 0.00140814
internal_weight=524.448 70.168 454.28 364.7 22.8851 16.8276 11.4857 341.815 89.5795 153.332 102.883 90.2585 70.375 85.1148 24.5503 60.5645 55.5104 52.6177 49.3731 20.6075 16.4175 12.9746 28.7655 188.483 167.434 10.8482 156.585 144.43 137.759 87.6163
internal_count=2900 728 2172 1592 177 105 61 1415 580 749 436 400 428 355 83 272 246 421 344 191 168 143 153 666 608 61 547 513 481 323
is_linear=0
shrinkage=0.0094576


Tree=71
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 1 0 1 2 2 0 0 1 2 2 1 0 2 1 1 2 2 1 0 2 2 2 0 1 2
split_gain=5.84979 3.26509 2.79512 3.70057 3.06857 4.65084 3.20452 4.43008 2.77025 5.52985 2.47478 4.18163 4.09457 3.86748 3.67248 7.23029 4.62223 3.8809 4.37115 2.65708 3.62244 4.84682 4.69429 3.49044 2.49193 2.41235 3.47041 3.18794 2.84859 2.2645
threshold=0.50663153795000015 29.904643970450003 0.30949672165000003 0.37331217625000007 0.39167988980000007 0.39388042275000007 0.47727612945000003 0.34524415440000006 48.315732392000008 48.988717865950008 0.53592706805000012 0.54475913895000005 0.42552618185000007 36.735256530150004 43.633733172900008 0.39584144190000009 0.52898116820000018 44.269496632500008 0.41640968835000008 0.43590012275000006 41.348489042950007 40.823855932350007 0.4211999641000001 0.56055207925000017 33.151194885250007 44.758188263300006 42.718072821900002 0.47706655490000011 0.35675578575000005 35.131296350900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 29 -2 -10 12 -12 14 24 15 -7 -17 -16 -19 20 21 22 -15 -21 -13 26 27 28 -9 -4
right_child=8 2 4 -5 5 10 -8 25 9 -11 11 13 -14 19 17 16 -18 18 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013714832897647636 -0.017524656921479656 0.013265796959048984 0.010399125266745201 -0.018532571956122797 -0.019158566973262837 0.0066235014312309558 0.0030100598953457635 -0.022903161307698983 0.017567879437904815 -0.018177554921658293 0.0054702948621391427 0.0021855963396531816 -0.02035295839084884 0.0053978705082509543 0.016924074049994204 -0.0033459217981684818 -0.024031238303393161 -0.014130675453742308 0.012817753203074753 0.0085880298731515047 -0.012465616167337006 0.012903033096377359 -0.015333689223326634 -0.00031426817298018674 -0.019719562175710675 0.0066058846484887621 -0.021611638440547039 0.0093922720455333949 -0.0014942895082548373 0.00010109076058098109
leaf_weight=4.3099582605063906 7.2257583588361722 1.3070158883929242 6.5071989595890036 4.1968763526529074 3.6675276085734358 6.8704770952463212 207.31374039500952 3.0772288627922553 2.2353919371962547 2.4928488079458475 35.35356654971838 2.0218086875975123 3.8984645809978238 5.43251427263022 4.5113212689757329 5.3841295987367612 6.4849400669336319 3.9170287400484085 2.818542342633009 14.34240999817848 10.318145517259834 5.3741733133792868 6.5730118006467819 73.240287609398365 4.706110917031765 2.5577711015939704 5.2112499251961699 2.9514203891158104 3.7610201612114906 54.654982551932335
leaf_count=76 249 11 35 104 56 28 794 33 11 59 121 25 69 24 13 52 55 37 9 45 88 14 51 398 77 10 58 10 31 257
internal_value=0.0003073 0.000585123 0.00071182 -0.0109814 0.000845635 -0.000751144 0.00193374 -0.000900788 -0.0110985 -0.00127802 -0.000398146 0.000472944 -0.0044435 -0.000975105 -0.00237515 -0.00684912 -0.0146478 0.00507936 -0.00285393 -0.000265331 -0.00472035 -0.000122061 -0.00595263 0.00114356 -0.0131368 -0.00820705 -0.0107328 -0.00494172 -0.0111283 0.00119672
internal_weight=502.717 490.763 486.453 5.50389 480.949 194.914 286.035 78.7209 11.954 4.72824 191.247 157.362 33.8849 122.008 29.9864 18.7395 11.8691 11.2469 6.73557 115.281 27.6978 17.3797 12.0055 87.5827 6.72792 17.5587 15.0009 9.78967 6.83825 61.1622
internal_count=2900 2581 2505 115 2390 1162 1228 434 319 70 1106 843 263 722 194 135 107 59 46 620 177 89 75 443 102 142 132 74 64 292
is_linear=0
shrinkage=0.0165021


Tree=72
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 2 2 0 0 1 1 1 0 2 2 2 2 0 0 0 1 0 2 1 2 2 1 2 1 2
split_gain=5.11685 2.9162 2.60525 5.85799 5.14232 3.53388 2.85858 2.78692 4.63191 6.81458 4.00375 2.87272 2.66039 2.59817 4.65965 2.49925 2.48285 5.70529 2.44315 8.46338 2.47244 2.29325 2.74352 6.7251 3.80198 3.59787 3.37503 2.28504 2.12961 2.09415
threshold=0.50663153795000015 32.785955158400007 42.599563320500003 0.57600071855000012 0.47536001915000009 43.19689381845 43.509905336500005 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.34581299960000006 0.34515433670000012 0.48271009850000007 48.315732392000008 48.988717865950008 34.997818021800008 41.755948821900006 0.62143349005000015 0.52428071015000011 0.51700547890000015 0.32921170025000007 0.46928235680000008 39.468990633150007 0.32600820335000008 41.558544840500012 41.902916368500009 0.33672644530000007 42.898324343550009 0.34488488370000009 42.541806567400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 15 -5 7 12 8 9 10 11 28 -7 -2 -15 -3 17 -6 19 20 -1 22 26 24 -24 -26 -17 -13 -4 -23
right_child=13 2 5 4 16 6 -8 -9 -10 -11 -12 27 -14 14 -16 21 -18 -19 -20 -21 -22 29 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00049833664221674327 -0.016546521300652976 0.0081424446154838848 -0.0070858764034959386 -0.014527609592724948 -0.019189009996567252 -0.0024939865586031938 -0.00062918835277231595 -0.01261332530130181 0.01210247118224682 -0.023983493240124186 0.01112162342994649 -0.024544156508578698 0.011120123682586504 0.014482421735923127 -0.017100930282778187 -0.018569977300856411 0.016231022381134812 0.013869892787131797 -0.019119742662135966 0.019577636610579041 -0.025375066581897147 0.0018614262833614352 0.020093019125137591 -0.013173541968814725 0.014963693881637987 -0.019766544288762008 0.00072930488138487335 -0.004582105162106458 0.0096800156863629198 0.011373049001778469
leaf_weight=1.547435499727724 6.5737168062478286 15.466582939028738 4.1138118356466382 10.177540365606548 2.6863814648240796 5.3211202397942534 105.81808710284531 9.4425777904689294 4.3403612263500682 4.0436897780746213 4.6105717755854121 2.7453827857971191 10.440670073032377 2.3129374757409096 2.2757059428840876 4.9298345968127268 2.2812943980097771 2.4519813917577267 3.2136400975286961 2.619139738380909 2.6804681625217199 258.32129789143801 4.420673690736292 4.6427383832633495 1.4225151576101782 1.5099621489644048 4.0557002779096365 2.8908990435302258 3.3963252753019333 5.811922386288642
leaf_count=26 249 65 39 107 41 37 631 66 16 30 17 25 36 11 59 36 13 16 69 5 33 1092 18 42 11 29 30 19 14 18
internal_value=0.000259683 0.000500907 0.000677612 0.00149296 -0.00729479 -0.000973061 0.000298168 -0.00531652 -0.00268079 -0.00562403 -0.00144315 -0.00584973 0.00652405 -0.0102301 -0.00118112 0.00200743 0.00262646 -0.00341359 -0.00784794 -0.00255755 -0.01627 0.00167462 -0.0033118 0.00159244 0.0109156 -0.00291926 -0.00985908 -0.0143054 0.000496199 0.00207072
internal_weight=496.565 485.403 475.342 318.178 17.5972 157.163 121.58 35.5836 26.141 21.8007 17.757 13.1464 15.7618 11.1624 4.58864 300.581 7.41966 5.13836 10.0607 6.84704 4.2279 285.115 20.9814 11.9959 7.35315 2.93248 8.98553 5.63628 7.51014 264.133
internal_count=2900 2581 2448 1518 177 930 704 226 160 144 114 97 73 319 70 1341 70 57 133 64 59 1276 166 100 58 40 66 44 53 1110
is_linear=0
shrinkage=0.0156704


Tree=73
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 1 0 0 1 2 2 0 0 2 0 0 0 0 0 1 1 2 1 1 2 2 2 1 2
split_gain=9.54441 4.90206 8.42467 6.03874 4.9836 4.28673 4.22251 4.66927 3.95566 5.32005 3.79224 3.53637 4.07075 10.8497 4.66033 3.51685 3.27842 3.46733 3.27705 4.73107 3.25079 3.3793 3.18472 3.09742 4.70385 2.90949 3.45415 4.53988 2.83202 3.33124
threshold=0.50663153795000015 0.39167988980000007 0.47727612945000003 0.39388042275000007 37.186372654950006 0.52324780695000006 0.34524415440000006 0.42314601355000009 0.53136133645000017 0.39584144190000009 44.921040431000009 40.621691032550004 0.47778509625000004 0.47886290830000006 42.654057868200006 0.52772372085000019 0.54511840960000013 0.54317236010000014 0.50749977545000013 0.50300889195000009 0.37668033890000002 0.36665069905000008 37.572218886150004 0.41917906650000009 0.40367054880000008 44.758188263300006 42.718072821900002 40.421032462050007 0.41865513010000005 42.622319549950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 11 7 10 9 -6 -1 -4 -13 14 -14 -7 17 28 19 -15 21 -20 -9 24 -18 26 27 -8 -10 -30
right_child=-2 3 5 4 8 15 25 22 16 -11 -12 12 13 18 -16 -17 23 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0045714681882722619 -0.0046180348399033119 -0.0071932498364832764 0.0024976034883134766 -0.003072871481054092 0.0027504562612208918 -0.0046133214737673319 -0.0079347873553216788 0.0042135262248777462 0.0019099706047639223 -0.0041042433893482069 0.00019997224032881577 0.0041717092153416655 -0.010362432220420471 0.00095162467577989253 -0.00086401385068825048 0.001136544219857776 0.00097521389311344231 0.0044346959181309391 -0.00016201924918088617 0.0051747188576879346 0.0013736248993368077 -0.0089938210137133802 0.00024305801377342044 9.2042487362682828e-05 -0.0083358275304517213 0.0026218894139907545 -0.0078718429820314618 0.00038393147593214646 0.00083634318340557266 -0.0061255269399454332
leaf_weight=12.107439875602724 14.297238450497387 4.517684079706668 89.052168823778629 20.025475595146418 5.3121938854455975 7.2998344004154188 3.324269708245998 8.6356730908155424 21.905624352395535 15.721656896173952 11.28663721680641 12.103504553437231 4.2916936054825774 72.457122005522251 3.1344776824116707 7.6289412602782249 3.6981504485011092 12.086262017488478 2.86478044092655 10.673094712197779 5.7022264450788498 3.2348550707101822 39.437189593911171 107.79442334547639 3.9190808087587357 2.5730838328599921 5.7128487005829802 7.4712448567152023 6.1869382783770543 3.9485570564866066
leaf_count=185 319 56 286 220 20 43 39 25 79 162 51 35 32 259 16 29 28 32 14 31 25 28 167 531 37 10 58 40 21 22
internal_value=0.000154502 0.000287226 0.000758362 -0.000422504 -0.00027002 0.00138792 -0.000760398 -9.96209e-05 4.08158e-05 -0.00237306 -0.00226945 0.0016126 0.000924054 0.00054003 -0.00635329 -0.00167501 0.000359064 0.00173193 0.00107927 0.00149383 -0.00184082 -0.00484584 0.000956302 -0.000165847 -0.00381534 -0.00323525 -0.00414817 -0.00217766 0.000712413 -0.00187584
internal_weight=528.404 514.107 308.991 205.116 200.598 218.443 90.5484 71.4669 180.573 21.0339 23.3941 203.514 114.462 102.358 7.42617 14.9288 159.539 44.1274 94.9321 83.1302 11.8019 6.09964 48.0729 115.412 7.61723 19.0814 16.5084 10.7955 32.0411 10.1355
internal_count=2900 2581 1373 1208 1152 798 575 428 932 182 236 726 440 405 48 72 750 154 357 290 67 42 192 596 65 147 137 79 122 43
is_linear=0
shrinkage=0.00592185


Tree=74
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 1 0 0 1 1 1 0 0 0 2 2 1 2 2 0 1 2 2 1 0 0 2 2 0 2
split_gain=4.81322 2.69826 2.69105 7.27892 2.57403 6.80926 5.34649 5.0689 5.73304 4.58449 6.8455 6.55289 6.46503 3.79458 2.77339 5.58873 4.37699 2.62455 3.73107 6.98056 2.55713 4.19077 3.80835 3.24671 2.94054 2.55897 2.42523 3.99954 2.35555 2.28074
threshold=0.50663153795000015 31.796797363700005 0.38185982460000006 0.38780276035000005 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.48181192180000004 42.178283198950005 42.686561923500008 0.34479506600000004 42.773538294100007 43.45354240915001 0.47997065955000012 0.34193587020000005 48.315732392000008 48.988717865950008 0.34518427590000006 0.37608155445000008 0.47760546090000006 48.315732392000008 48.988717865950008 0.49678153350000009 51.779769178100004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 11 -11 12 13 14 -3 16 -16 -17 19 -19 21 24 -23 -22 -20 -25 -2 -28 -10 -8
right_child=26 4 3 -5 6 -7 29 -9 28 10 -12 -13 -14 -15 15 17 -18 18 20 -21 23 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.017391965023303618 -0.013691441893665671 0.001462392991705753 0.018818655169508043 -0.015452889564905014 0.01078628826960616 0.011685759326321678 0.00029338547067495172 -0.016279397553977004 -0.020441176188380344 0.0041865271221643964 -0.021187751344006724 0.0056092145913406079 -0.015658801716180559 0.0066554139310468791 0.0021333422408916442 0.010669525793750762 -0.015171461816727719 -0.014800706551842619 0.0029058291677240499 0.005925270805109367 0.011964974900823109 0.008992611005185348 -0.0058860237873390574 -0.0053964547944128274 -0.016572546975086682 0.0068943396171265428 0.010427372042213823 -0.014104639010025847 -0.0016819303244815233 -0.0077721825148974336
leaf_weight=2.832691201940178 6.2087955605238658 83.79506716132164 1.8090036511421201 2.4993376992642879 3.7565609365701658 10.604885078966616 223.94169669784606 6.7686990443617097 2.240656241774559 3.4164833128452292 3.8062004521489143 47.700608730316162 4.2734711021184912 15.613110259175299 3.4898198600858441 3.4587799329310647 8.5126436054706556 7.6695535480976087 1.8490729536861206 4.2915756702423096 6.3745030015707043 6.371057912707327 5.3674190789461136 6.0938533768057805 4.5221226252615452 5.4197380989789963 2.3830607831478119 2.1323657594621181 2.2939111310988665 6.0985784120857707
leaf_count=49 249 381 3 62 10 34 1176 58 29 11 33 163 22 47 25 17 66 91 21 14 16 18 25 36 57 16 11 59 23 78
internal_value=0.000208978 0.0003997 -0.00754023 -0.00106282 0.000518385 0.00149885 -0.000412194 -0.00792379 -0.00110244 0.00101228 -0.00918518 0.00135516 0.00014081 0.000555475 -9.14627e-05 -0.00214452 -0.0101399 -0.000278149 -0.00106769 -0.00736436 0.00102453 -0.00242248 0.00218935 0.00451424 -0.0109195 0.000389132 -0.00841409 -0.00115763 -0.0109514 7.95599e-05
internal_weight=495.595 484.871 7.14103 4.30834 477.73 232.63 245.1 15.0598 8.29113 222.025 7.22268 214.802 167.102 162.828 147.215 63.4201 12.0025 51.4177 47.9589 11.9611 35.9978 18.1097 11.7385 17.8881 6.3712 11.5136 10.7242 4.51543 4.53457 230.04
internal_count=2900 2581 114 65 2467 1093 1374 120 62 1059 44 1015 852 830 783 402 91 311 294 105 189 121 43 68 78 52 319 70 52 1254
is_linear=0
shrinkage=0.013013


Tree=75
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 0 2 0 0 2 0 2 0 2 2 2 0 0 2 2 1 1 2 1 2 2 2 1
split_gain=8.92977 5.32943 8.77784 6.31445 4.40525 4.66126 4.23557 5.05563 4.00208 4.27158 11.7186 4.73378 4.34428 6.6448 4.35305 3.21714 5.46302 3.07544 4.50177 2.9608 2.62632 2.62345 3.51029 4.75906 4.81552 5.33718 2.58496 2.87516 3.8481 2.58393
threshold=0.50663153795000015 0.39167988980000007 0.47727612945000003 0.52877159370000015 0.34524415440000006 0.30560462260000004 0.52324780695000006 0.52772372085000019 40.621691032550004 0.47778509625000004 0.47886290830000006 42.674081447500008 0.51017933595000009 43.45354240915001 0.50300889195000009 39.268993001500007 41.395309858300003 37.186372654950006 0.54317236010000014 0.50482021495000018 40.305698932850007 41.24714903835001 0.35319301815000009 0.34569324270000007 42.852084787850011 0.34536391125000004 44.758188263300006 42.718072821900002 40.421032462050007 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 4 15 5 -1 8 -8 20 -10 11 -11 14 -14 21 -3 -17 18 -5 -16 -4 -12 23 24 25 -23 27 28 -6 -19
right_child=-2 3 6 17 26 -7 7 -9 9 10 12 -13 13 -15 19 16 -18 29 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010102846331818014 -0.007205613242093011 -0.012429464118866664 0.0034302366659711659 0.0025917030575317653 -0.012318630987924814 0.0004193920000424458 -0.0079908432723213504 0.0027597909129738409 0.0066774770986280669 -0.01668483383699355 0.0051599103414640968 -0.0014833731909371668 0.0022259875418204123 -0.014028326974250618 0.01091695622268854 0.0068624382304826991 -0.0063934773327709946 -0.0036184283003296469 -0.0072053011149101629 0.0023433610801546893 0.0080229581230217891 -0.0015696537654783203 -0.006542269286240892 0.0036669102788763866 0.0031203733411841049 -0.014416869259770095 0.0033918599124609511 -0.01217721883726108 -0.00014710908864213945 0.00060630545552934039
leaf_weight=3.8458239175379267 13.422054452821611 4.5798382014036205 77.04519248008728 6.2077514156699207 3.2178272083401698 67.006659753620625 7.3955210298299772 7.7276167720556259 12.057777494192122 4.3452737480401984 13.214066170156 2.9857064709067345 5.2927613630890828 3.6858373954892159 7.7657077908515912 3.4014004394412067 12.766863483935593 13.636729270219801 11.667665880173443 6.3049638569355011 12.50200869143009 8.7678819149732607 5.431646615266799 30.796724304556847 9.2825870513915998 4.0998210161924353 2.5826364383101454 5.3642241545021525 7.4147832542657852 150.94505963474512
leaf_count=91 319 48 252 30 39 337 43 29 35 33 39 15 20 33 19 18 134 96 168 26 34 37 28 97 31 27 10 58 40 714
internal_value=0.000278096 0.000474535 0.00124511 -0.000693942 -0.0012081 -0.000151748 0.00224829 -0.00249749 0.00260084 0.00144599 0.000827396 -0.0104937 0.00170433 -0.00444663 0.00234903 -0.00555269 -0.00360476 -0.000141431 -0.00380301 0.00707519 0.00407144 0.00142016 0.000573661 0.00130366 -0.0019821 -0.00566295 -0.0052365 -0.00662952 -0.00383067 0.000256257
internal_weight=524.76 511.338 308.133 203.205 89.432 70.8525 218.701 15.1231 203.578 114.031 101.973 7.33098 94.642 8.9786 85.6634 20.7481 16.1683 182.457 17.8754 14.0707 89.5472 71.5927 58.3787 52.947 22.1503 12.8677 18.5795 15.9968 10.6326 164.582
internal_count=2900 2581 1373 1208 575 428 798 72 726 440 405 48 357 53 304 200 152 1008 198 45 286 259 220 192 95 64 147 137 79 810
is_linear=0
shrinkage=0.00929464


Tree=76
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 2 0 0 2 2 1 0 2 0 0 1 0 0 1 2 0 2 2 2 1 1 0 0 2
split_gain=4.59528 3.39147 3.37657 4.0164 2.90856 2.50345 3.14927 2.49088 4.16389 5.81549 4.52919 3.73401 4.10486 3.83464 4.22893 3.30109 3.838 11.0213 4.41876 7.74858 4.19499 3.42724 3.81131 3.27086 7.34087 2.40392 6.68953 2.2495 3.70951 2.75566
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 46.051945193250006 0.50064369330000014 0.42314601355000009 44.921040431000009 0.52324780695000006 0.52877159370000015 38.238138001450004 44.269496632500008 0.39078171310000004 0.52266399210000014 38.592454371550012 0.51700547890000015 0.48181192180000004 0.35675578575000005 0.50109278165000015 0.50579323975000012 0.37982395740000008 41.322103772800006 0.48759019190000008 42.541806567400009 40.305698932850007 42.718072821900002 0.39458399450000009 0.39135055835000004 0.51929582950000019 0.50109278165000015 34.176526048000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 11 9 -9 25 12 13 27 15 -15 20 -18 -19 -20 -17 22 -22 -13 -25 26 -11 28 29 -7
right_child=1 2 -4 -5 -6 7 -8 8 -10 10 -12 23 -14 14 -16 16 17 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0091137019381238894 -0.020000459181399265 -0.013884152899875987 -0.014346053898215054 0.0075103809076601576 -0.0098537137764012923 -0.0027393345138529228 0.00099389617907420335 -0.019696807905706798 0.00028127549399884286 0.007344212183723043 -0.01615064090812449 -0.020863005795525309 0.012229960303591464 -0.0003044791326517093 -0.0092866040695917633 0.010315706893431264 -0.019196711411398622 0.0098343472692972861 -0.0095656923232650976 0.012050792876202778 -0.0087653350026032258 0.0062739300739679199 0.0046641065368792489 0.019076743633653595 -0.014993129787578325 0.0072066016919464324 -0.017518890132283797 0.012326570109037868 -0.0033913763201118344 0.0076616503928900303
leaf_weight=10.211823059245946 2.8489129710942498 2.1365981809794885 3.5797038096934557 5.1187580339610577 4.6807749178260556 5.2353035397827652 10.999645985662935 4.1985567994415787 175.091443028301 4.0834096819162387 3.3188318386673918 2.2644611001014701 6.3680975884199134 112.40879696980119 6.9367923364043227 18.395426139235497 4.6353357210755375 9.4104824066162127 8.1879896521568281 4.36862539499998 7.4870992526411992 18.278420701622963 7.0478108525276184 1.7913039103150366 2.7609993945807219 5.9049558341503143 3.4126666337251663 6.1266121268272391 9.459937706589697 26.65953953564167
leaf_count=191 33 89 129 31 116 34 51 41 956 13 49 24 17 520 39 58 28 32 54 11 34 58 22 9 54 26 38 15 40 88
internal_value=0.00021399 -0.00727532 -0.00392943 0.00121 0.000427619 0.000528925 -0.0038722 0.000734627 -0.000379024 -0.00590587 -0.0024428 0.00158128 0.00184122 0.00157079 0.000765498 0.00113207 0.00320736 -0.000831339 0.00304399 -0.00204501 0.00530542 0.00249662 -0.00225355 -0.00799019 -0.00158684 0.000952013 -0.00397497 0.00491461 0.00381655 0.00595441
internal_weight=493.409 13.684 10.8351 7.25536 479.725 475.044 21.2115 453.833 196.01 20.9184 16.7199 257.823 251.006 244.638 197.157 190.22 77.8112 26.6024 21.9671 12.5566 51.2088 32.8133 14.5349 6.81676 4.5523 13.401 7.49608 47.4814 41.3548 31.8948
internal_count=2900 282 249 120 2618 2502 242 2260 1123 167 126 1137 1050 1033 856 817 297 125 97 65 172 114 56 87 63 77 51 177 162 122
is_linear=0
shrinkage=0.0131069


Tree=77
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 2 1 1 0 2 0 2 1 1 0 0 0 2 1 0 1 1 2 2 2 2 1 1 2 0
split_gain=4.50667 2.6609 2.41936 3.98361 2.38847 3.48747 2.79979 5.61015 4.10573 4.58271 4.84216 4.37219 3.9035 5.23788 4.9532 5.16488 3.09676 2.49874 2.9446 2.17209 2.12691 6.25208 2.12571 1.98268 4.34544 1.87587 5.77964 1.83663 1.74899 3.06314
threshold=0.50663153795000015 31.796797363700005 48.315732392000008 48.988717865950008 0.30949672165000003 44.921040431000009 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 41.134354310300004 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.48181192180000004 41.495754733000005 0.35877668335000007 0.51589772760000019 0.38185982460000006 0.38780276035000005 35.131296350900008 43.124157941850008 42.564639561200003 51.779769178100004 0.49901200560000009 0.3453339720000001 38.703421923500009 0.56369569775000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -2 -4 5 -3 7 12 9 10 11 -8 14 -14 15 16 22 18 -16 -10 -1 -22 -6 24 -19 28 -27 -18 29 -21
right_child=2 4 3 -5 6 -7 8 -9 19 -11 -12 -13 13 -15 17 -17 27 23 -20 25 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.013612569779310822 -0.011154404488694768 -0.011633135345267722 0.0086722110441241305 -0.011495769367323007 0.0061062980155062955 0.0085637976731357604 0.0046144396313666219 0.0091717241192710644 0.0056497972703745385 0.0066739211025119254 -0.015719637385939074 -0.014401326461628922 0.0029366650196375678 -0.015346089239734875 0.0094745235209255565 -0.010882239689327559 0.0094518321371832824 0.0034093064233515387 0.0017596271180641307 -0.00039433259323524663 0.014435493507426823 -0.012387050131047595 -7.2506469410082975e-05 0.0054550070349405847 -0.0094859280318010178 -0.012527772044040075 0.010397270868133589 0.0020473681022954034 0.00052822203355592959 -0.0071475393653501742
leaf_weight=2.6795687675476065 5.9356613177806121 3.9409797955304375 2.3454606235027313 2.0746038779616356 6.5629461444914332 1.2709047459065912 3.8920825924724323 9.8875942006707174 7.5787040665745726 2.6946313790976992 5.6395865958184004 2.0883591827005148 3.3268550485372534 3.7432196214795113 15.363822169601919 4.4465908780693999 6.595550835132598 8.8474549129605311 8.7155633345246297 36.166335608810186 1.6511527895927427 2.3917162492871284 134.9600387327373 9.6045552566647512 4.3972633630037299 4.3075041063129893 1.7336274981498716 8.7753804549574834 172.68503278121352 9.5414769519120437
leaf_count=49 249 107 11 59 31 8 19 34 27 10 59 32 11 33 50 22 17 29 31 197 3 62 637 31 22 73 5 30 828 124
internal_value=0.000188057 0.000336282 -0.00673228 -0.000793843 0.000429677 -0.00670816 0.000508568 0.00136292 -0.000272596 -0.00578315 -0.00867189 -0.00202583 0.00100436 -0.00674306 0.00126736 0.000385566 0.000704911 0.00429898 0.00668211 6.73933e-05 -0.00628744 -0.00143242 0.000214028 0.00178756 -0.000871928 -0.000121114 -0.00594896 0.00522457 4.00947e-05 -0.00180406
internal_weight=493.844 483.488 10.3557 4.42006 476.766 5.21188 471.554 225.227 246.327 14.3147 11.62 5.98044 215.339 7.07007 208.269 161.341 156.894 46.9287 24.0794 232.013 6.72244 4.04287 141.523 22.8493 13.2447 224.434 6.04113 15.3709 218.393 45.7078
internal_count=2900 2581 319 70 2467 115 2352 978 1374 120 110 51 944 44 900 737 715 163 81 1254 114 65 668 82 51 1227 78 47 1149 321
is_linear=0
shrinkage=0.0106021


Tree=78
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 1 0 2 0 1 2 2 0 2 1 1 1 1 2 2 2 1 1 0 0 1 1 0 0 0
split_gain=13.3076 10.33 8.85278 8.98716 6.93001 5.99421 8.30471 6.43263 6.70197 6.8189 5.01851 4.62084 4.95204 5.37262 4.72263 6.72925 4.13998 9.81488 4.11163 5.30777 6.74907 4.02555 3.98957 3.70053 3.57608 5.13188 6.99984 8.2325 4.31976 3.39925
threshold=0.5726475255500002 44.710446918150005 49.110028829250005 0.47305469895000007 48.680511450650009 0.39167988980000007 0.53592706805000012 43.902382686800003 0.54475913895000005 0.4355408521000001 45.673096293200011 43.633733172900008 0.53136133645000017 44.215931556700006 0.39584144190000009 0.39458399450000009 0.45393850480000009 0.46208197360000008 41.621607100200002 47.833738492450003 45.154229826150008 0.43590012275000006 0.44578006650000007 0.52898116820000018 0.61802041855000012 0.44922307715000004 0.48627286610000009 0.61180802970000014 0.6461932277500001 0.68186581240000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 11 8 -8 -10 -3 14 13 -13 15 -7 22 -18 -5 20 -20 -9 -11 -16 25 -12 -27 -28 -26 -30
right_child=1 10 -4 5 -6 6 7 21 9 16 24 12 -14 -15 23 -17 17 -19 19 -21 -22 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.0019094517063299159 -0.0033837604424963321 0.0056942372336540748 -0.0035955166246324165 0.0018930741537783239 0.0036228219642532203 -0.0042240393981731166 0.0027957797246665628 -0.0076761688825661301 -0.0017536616869937051 0.00048099274043185007 -0.0042115562601969768 0.0018359151557816029 0.0039992791016742572 -0.0061333452854418664 -0.0024411097013884559 0.0038574831095779987 -0.0074199025594331317 0.0022093921121733571 0.00065215953977573445 0.0051339592351282055 -0.0050781867326929317 0.00020353505614218565 0.004112613429727228 -0.0075096358651709112 -0.0088700757258256581 0.0052197571213720116 -0.0067397450610693754 0.0049754132800817162 0.00098076897946496326 -0.0055932912950393664
leaf_weight=47.821740221232176 41.435938008129597 3.7784266583621493 12.499048531055449 144.25091390311718 6.2760067582130423 5.6806075125932711 36.195937030017376 3.4445525482296935 27.346851415932178 13.963669970631601 3.7053194195032182 4.2649902552366239 5.561918467283248 4.0326348468661308 6.8591907024383527 4.5439420267939568 3.9429750069975835 7.5784879326820374 98.326310567557812 6.0352919027209273 5.3078455552458754 2.9482869133353233 15.796756036579607 7.2704645916819572 2.1544360443949691 8.4593490138649923 3.4610647745430461 2.5544907599687576 6.189898729324339 2.7984306886792183
leaf_count=389 514 10 100 470 17 54 108 28 152 55 28 20 16 51 61 13 31 28 409 16 45 13 40 56 17 21 32 12 35 59
internal_value=0.000206364 -0.00173674 0.000514555 0.000626856 -0.00126764 0.000880946 9.43468e-05 0.000778363 0.00107235 0.000163381 0.000324977 -0.00189642 0.000385314 -0.00203713 -0.00319491 -0.00063249 0.00143331 -0.00108603 0.00134386 0.00062146 0.000358668 -0.00404216 0.00240865 -0.00504914 -0.000366881 0.000986431 0.00231702 -0.00176493 -0.00257491 -0.001066
internal_weight=544.486 74.5374 469.948 457.449 54.0977 403.352 149.431 111.218 104.825 68.6287 33.1014 38.2137 13.8595 8.29763 24.3542 10.2245 41.2819 11.5215 253.92 109.669 103.634 6.39284 29.7604 14.1297 29.323 18.1802 14.4749 6.01556 11.1428 8.98833
internal_count=2900 728 2172 2072 406 1666 726 455 414 306 214 271 87 71 184 67 154 59 940 470 454 41 95 117 204 93 65 44 111 94
is_linear=0
shrinkage=0.00494996


Tree=79
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 0 0 0 0 1 0 1 2 1 1 1 0 1 1 0 0 2 2 2 0 0 0 2 2
split_gain=7.20259 9.71321 7.93287 5.18724 5.28736 4.52379 6.40551 5.17852 4.05185 3.49969 7.09205 4.2104 5.82953 6.5033 4.62522 5.32056 4.86162 5.64727 4.61735 3.89978 7.1364 3.83149 3.54258 4.02826 3.47257 4.0079 4.12053 3.21569 3.08853 2.99316
threshold=0.46613873835000008 44.710446918150005 49.110028829250005 0.47305469895000007 48.680511450650009 0.48627286610000009 0.61532588845000014 0.63075955810000017 0.47470135625000004 0.47706655490000011 0.34524415440000006 0.52324780695000006 0.41753240920000007 38.238138001450004 0.41129008115000004 0.39971857130000005 0.39658992245000008 0.52772372085000019 0.39078171310000004 0.43166372265000008 0.56369569775000017 0.53321756835000012 41.621607100200002 47.290725783500008 40.621691032550004 0.51017933595000009 0.4992664890500001 0.47648274005000008 33.680680957850008 40.421032462050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 -7 -8 -5 10 -10 18 14 19 15 16 17 -13 24 -14 -21 -16 -19 -24 -11 26 -26 -4 -22 -17
right_child=1 5 27 8 -6 6 7 -9 9 11 -12 12 13 -15 21 29 -18 22 -20 20 28 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0024749461192218785 -0.0059283214793160897 0.0059255798417727117 0.0002861072551422009 0.0060122192268094602 0.0048866699447658287 -0.0098766569124254088 0.0085686686393302326 -0.0018680208804012337 0.00046353495376529508 0.0030397342234366048 -0.010236819041578554 -0.0046672446239541575 -0.0096230238288739084 0.0018695542285002665 -0.00099406602190477188 -0.0014208003441850007 -0.0067472323708206473 0.00524677328978892 -0.0044734854225614434 0.0064973622850078424 0.0016275474662290289 -0.01161984173515495 -0.0070371312299223722 0.0041602286091895263 0.00081145473658462953 -0.0043129202191545986 0.0049741498444161522 -0.0075041820804860283 -0.0097184172506683004 0.0054417361458209603
leaf_weight=44.677870616316795 23.702405981719494 6.8762090727686909 4.2672214955091468 8.57489215582609 6.1662088781595221 3.7176069170236614 3.7686659768223754 8.8187715243548137 12.721835397183897 85.436813153326511 4.714848428964614 11.963601663708689 4.1273605674505225 93.978671103715897 3.2708264216780654 5.7042076140642157 10.458085484802721 8.8697142452001589 6.5095412321388713 4.1547530889511091 1.9468946643173692 4.4468793198466301 3.8137104585766783 3.3530440628528595 90.887123838067055 7.242999952286481 15.451481088995932 9.480468921363352 4.2218024246394634 9.2592296823859197
leaf_count=389 416 19 17 24 17 39 11 100 56 282 48 85 45 349 21 28 85 28 73 18 24 40 29 13 350 49 54 111 52 28
internal_value=0.000210364 -0.00257379 0.000490655 0.000660292 -0.00158215 0.000856157 -0.00128173 0.00125671 0.000944542 0.000833838 -0.00242982 0.000985552 0.000116308 0.00115388 -0.00172381 -0.000944734 -0.00241174 -0.00079242 0.00170271 -0.00350038 -0.00105252 -0.00711655 0.00209829 -0.00179832 0.00190473 0.00105096 0.00141631 -0.00508611 -0.00613753 0.00282567
internal_weight=512.584 46.8837 465.7 451.952 50.8441 23.1813 16.305 12.5874 401.108 392.533 17.4367 375.097 169.569 108.429 61.1393 53.4216 38.4582 28.0001 205.528 14.4508 10.3235 7.71771 16.0365 7.16675 199.018 113.582 106.339 13.7477 6.1687 14.9634
internal_count=2900 585 2315 2187 406 169 150 111 1781 1757 104 1653 845 488 357 296 240 155 808 139 94 61 70 42 735 453 404 128 76 56
is_linear=0
shrinkage=0.00745228


Tree=80
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 1 0 2 0 2 1 1 0 0 0 2 1 2 2 2 2 0 2 1 0 2 2 0 2 2
split_gain=4.5393 2.67744 2.35935 3.337 2.71307 5.47484 3.90453 4.34078 4.63633 4.13579 3.52559 4.83966 4.80705 4.55025 2.80658 2.27195 2.73243 2.23368 3.51426 2.22256 4.87027 4.44479 2.46687 3.66861 4.98719 3.15421 5.51386 3.74999 3.80983 2.4983
threshold=0.50663153795000015 31.796797363700005 0.30949672165000003 0.37331217625000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 41.134354310300004 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.48181192180000004 41.495754733000005 0.35877668335000007 48.315732392000008 48.988717865950008 42.178283198950005 42.686561923500008 0.47760546090000006 41.134354310300004 0.34569324270000007 0.47778509625000004 39.56957118270001 40.166811829450005 0.46928235680000008 35.131296350900008 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 10 7 8 9 -6 12 -12 13 14 19 16 -14 -2 -19 22 21 -21 25 24 -24 27 -27 28 -4 -28
right_child=17 2 4 -5 6 -7 -8 -9 -10 -11 11 -13 15 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0086945788233746494 -0.015157383036581588 0.01056876183536512 0.0066769336400888096 -0.015962143160273619 0.0059982212556728221 0.012400319468293099 0.0001075885500326723 0.0088191697137515075 -0.021035959997680417 -0.019385776776106686 0.0040063955015060028 -0.01990578019938655 0.012680204106256608 -0.013740075699977388 0.0068442394463965753 0.0025540929944970988 0.0025334970990462178 0.010263568841180475 -0.015598481650687814 -0.0029393667470168717 0.00020883294226235782 -0.02131030039636337 0.0067888907846565998 0.013317301857672211 -0.0072628979756855418 -0.016781021362977343 0.0070694327408201054 0.007831078115000235 -0.008471442131909963 -0.0044642984595979745
leaf_weight=6.5426109135150901 5.7816244866698963 1.3308223746716965 5.7809683047235039 3.8228053450584412 3.9044040460139495 9.7955814525485021 232.11474711447954 2.6864801682531825 5.5510049220174551 2.0321496389806271 3.3302017003297797 3.7437297366559505 14.931115075945856 4.5201413109898558 15.17134617269039 22.934699863195419 8.773624472320078 2.4005948975682259 2.010235570371151 6.8456053808331472 46.917808122932911 4.5752203613519669 15.776113972067838 8.1744872033596021 7.8894636109471312 5.4940040521323708 6.284024320542815 15.614085823297499 8.599996801465748 10.353819925338028
leaf_count=114 249 11 29 104 19 34 1254 10 59 32 11 33 50 22 47 82 31 11 59 40 236 39 57 24 36 31 22 47 62 45
internal_value=0.000272943 0.000473845 0.000599614 -0.00911106 0.000705688 0.00184927 -0.00034139 -0.00769389 -0.0115556 -0.00269101 0.00137013 -0.00864862 0.00170983 0.000534559 0.000944292 0.00579198 0.00892469 -0.00925707 -0.00152306 0.000315292 -0.00184823 -0.0102988 0.00181846 0.00498316 0.0021044 -0.000114589 -0.00424696 0.00293448 -0.00238198 -0.00010807
internal_weight=493.684 483.491 476.948 5.15363 471.795 225.506 246.289 14.174 11.4876 5.93655 215.71 7.07393 208.637 161.997 157.477 46.6394 23.7047 10.1925 4.41083 142.306 58.3386 11.4208 83.967 31.8401 23.6656 52.1269 22.1318 29.9951 14.381 16.6378
internal_count=2900 2581 2467 115 2352 978 1374 120 110 51 944 44 900 737 715 163 81 319 70 668 315 79 353 117 93 236 98 138 91 67
is_linear=0
shrinkage=0.0144301


Tree=81
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 0 1 0 0 2 2 2 0 2 0 1 0 1 2 2 1 1 1 1 0 2 1 0 2 2
split_gain=4.0488 7.13679 3.68217 3.86633 4.47354 3.85905 3.2578 3.22991 4.36526 2.7865 5.19734 2.40666 2.90554 3.62833 2.82319 10.604 6.60314 8.43795 2.79413 4.58069 4.33457 3.47582 4.40662 3.58493 5.06891 4.26126 2.88087 2.37921 2.30254 3.64013
threshold=0.5810754169000002 41.792045663550006 49.275256100300005 0.49901200560000009 0.50525433370000017 0.63075955810000017 0.49703601690000004 0.62143349005000015 0.63514565435000014 44.710446918150005 42.654057868200006 42.599563320500003 0.41932876265000008 41.24714903835001 0.55754318735000019 0.44805544745000009 0.55335169605000012 0.42552618185000007 49.275256100300005 48.852845034800005 0.41367024935000007 0.39167988980000007 0.3982365797500001 0.34193587020000005 0.39672464895000009 44.921040431000009 0.34491482290000003 0.47886290830000006 43.124157941850008 44.269496632500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 7 5 -4 -5 9 -7 -2 -9 10 -3 12 13 -1 16 -16 17 18 19 20 21 23 -23 24 25 -13 -25 -28 -29 -30
right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12 14 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 26 -26 -27 27 28 29 -31
leaf_value=-0.022453189476584975 -0.024004146526191796 0.01356489972962557 -0.025994852516998977 0.015740118015328541 -0.022063657628422148 -0.032876102092922375 -0.0017123827117142686 0.012458781419498693 -0.020737592913051932 0.014959843189782027 -0.016225641271497858 -0.021625341612427195 0.0021222664374640388 0.012539950231603005 -0.028241565046278713 0.0072889785765410864 0.022249783059851057 -0.027725738172479412 -0.013407294251803313 0.013809887647437812 0.012737801120349843 -0.027328698381567637 -0.0019730681305157741 0.011563958485922881 -0.026355690362617618 0.011670719466684045 -0.006721069658880109 -0.0043570462035417657 0.010700801927962958 -0.0049048723782112212
leaf_weight=3.842743892222642 8.5915688220411521 4.9021979365497881 3.7745331376790983 2.883886381983757 2.0109113939106464 1.6183056384325016 5.8929619751870632 2.7818140853196374 3.2519592680037022 10.229298152029513 4.0459678713232279 2.2063363343477231 302.85487482883036 1.5836851634085176 6.1879657879471761 6.5386244580149651 4.7015073746442786 4.3894439097493878 5.7536706030368796 8.9667589291930181 8.2371669188141805 4.4071295615285617 6.3066635318100452 8.7779018059372884 4.6129148472100496 4.2710720710456371 16.13116111420095 13.463749647140501 17.232699342072014 8.4221411533653718
leaf_count=74 154 35 39 9 58 12 87 35 141 29 39 60 1352 36 60 25 18 74 43 26 28 48 37 29 48 17 114 61 54 58
internal_value=0.000334254 -0.0049121 -0.000184124 -0.0111997 0.000209335 0.00339407 -0.00842662 -0.0163424 -0.00543272 0.0080239 9.49245e-05 0.000931742 0.00186945 -0.0122406 -0.0012816 -0.0099868 -0.000341768 -0.00128023 -0.000213207 0.000523571 -0.000742896 -0.00203662 -0.0124031 -0.000558085 -0.01077 0.000329408 0.00121074 -0.00043415 0.00215836 0.00557767
internal_weight=488.872 49.9834 35.3581 8.66933 4.8948 26.6887 7.51127 14.6253 6.03377 19.1775 8.94817 438.888 308.281 5.42643 130.607 12.7266 117.88 113.179 108.789 103.036 94.0689 85.8318 10.7138 75.118 11.0903 6.47741 64.0277 55.2498 39.1186 25.6548
internal_count=2900 638 308 106 67 202 99 330 176 103 74 2262 1462 110 800 85 715 697 623 580 554 526 85 441 125 77 316 287 173 112
is_linear=0
shrinkage=0.0194548


Tree=82
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 2 1 0 1 2 1 1 1 0 1 0 1 1 2 2 2 2 0 2 2 0 1 0 0 1
split_gain=8.99863 8.5969 5.91664 5.85086 5.92597 4.53603 4.44732 4.28081 6.83826 7.34744 4.96937 5.70884 5.05676 5.42721 4.59339 4.39043 4.1761 4.17148 3.72685 3.59987 4.29771 3.29237 3.57756 5.20176 4.85428 8.85256 4.7752 3.64192 3.23838 6.559
threshold=0.45393850480000009 49.110028829250005 0.45664800455000004 0.47727612945000003 0.34524415440000006 36.735256530150004 0.30560462260000004 0.52324780695000006 0.41753240920000007 38.238138001450004 0.41129008115000004 0.39971857130000005 0.39658992245000008 0.52772372085000019 0.39078171310000004 0.53321756835000012 0.43166372265000008 0.50064369330000014 40.421032462050007 41.621607100200002 47.290725783500008 40.621691032550004 0.51017933595000009 43.19689381845 42.072181850200003 0.48101853240000009 0.34515433670000012 0.47778509625000004 0.54910032635000017 0.43590012275000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -4 -1 14 10 16 11 12 13 -9 21 -12 -10 -7 -13 -15 -21 -5 23 24 26 -26 -23 -28 -11 -30
right_child=2 -3 5 7 -6 17 -8 8 9 28 15 18 -14 19 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0072752586389736992 -0.010124694229944557 -0.0047195281392122587 -0.0074817888202919954 0.0029023375784776391 -0.0042910930554595954 4.9109389952589662e-05 0.00047465972065951589 -0.0040471203716434716 -0.008759074834414942 0.0036680592217184955 -0.0004457524170781711 -0.0016009013613420126 -0.0060859546673250218 0.0047618468423114846 -0.0038538893542023191 -0.010691009416003936 -0.00046817053672906707 -0.0040629428094154808 0.0052495298918324405 -0.0065127595493012121 0.0039520387737541074 -0.0021492384764865364 -0.0033875036773003977 0.0041582940692924215 -0.0068382775766659088 0.00097889453152137629 0.0085383771843179808 0.002261851539749506 -0.0037122107744391596 0.0023442378800330164
leaf_weight=3.5418448112905017 3.9028853960335246 13.559923451393841 5.4034367110580197 86.382670514285564 18.086532920598984 42.346462592482567 62.201404929161072 12.07876054570079 4.3849845640361291 35.102026678621769 3.2086665630340567 5.7116299495100966 10.623107634484766 8.9487778246402758 6.4420330114662638 4.6162890158593655 7.3712904378771782 15.162271270528434 9.6938015371561033 3.8168961368501177 3.3215846195816994 10.091623120009897 7.3453535549342623 24.768795900046825 9.5653538182377833 20.839337706565857 4.7956160157918921 32.791397377848625 10.510431751608847 35.174688406288624
leaf_count=91 34 121 141 279 151 233 319 85 45 104 21 28 85 28 72 40 59 289 28 29 13 42 49 74 67 76 9 112 59 117
internal_value=0.000217982 0.000556531 -0.00208735 0.000718607 -0.000881003 -0.00158874 5.71414e-05 0.00109361 0.000250022 0.0014084 -0.00147846 -0.000754884 -0.00213087 -0.000639174 0.00173584 -0.00648988 -0.0035606 -0.00103504 0.0027097 0.00191961 -0.00164342 0.00191902 0.0011482 0.00147213 0.000620052 -0.0014804 0.00195951 0.00306265 0.00213149 0.000950876
internal_weight=521.79 454.975 66.8151 441.415 83.8298 62.9122 65.7432 357.585 154.563 92.5434 62.0195 54.1946 38.7891 28.166 203.022 7.82496 11.7563 57.5087 15.4054 16.0873 7.13848 196.58 110.197 102.852 78.0833 30.4047 47.6786 37.587 80.7871 45.6851
internal_count=2900 2203 697 2082 561 663 410 1521 741 384 357 296 240 155 780 61 104 522 56 70 42 708 429 380 306 143 163 121 280 176
is_linear=0
shrinkage=0.00672725


Tree=83
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 0 0 0 1 1 2 0 1 1 0 0 1 0 2 1 1 2 2 0 2 2 2 1 0 2
split_gain=3.88971 8.38396 5.79723 3.4823 3.27499 4.935 3.30994 2.94616 2.90315 4.08361 7.34756 2.82693 5.95397 2.76512 4.89799 3.57799 2.49931 5.4309 4.78502 2.57167 3.95356 3.4423 2.95431 2.22296 5.09224 4.62872 4.65267 4.46078 3.91587 6.76078
threshold=0.46613873835000008 44.710446918150005 49.110028829250005 45.445415294500002 48.680511450650009 0.47305469895000007 0.47470135625000004 0.47648274005000008 0.46208197360000008 0.45393850480000009 42.406961525800007 0.47706655490000011 0.34524415440000006 0.48627286610000009 0.61532588845000014 0.68186581240000022 0.34392682850000006 0.4622167001000001 41.902916368500009 0.32272985840000007 0.33263974130000007 40.742467179200005 36.30367149775001 0.57600071855000012 45.673096293200011 45.90502654165001 47.833738492450003 0.44705248345000009 0.55041765215000005 39.995120105550008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 16 -7 -4 9 11 -11 12 -8 -5 -15 -16 18 -18 19 21 -21 22 -1 25 -25 27 -27 28 -13 -30
right_child=1 3 7 13 -6 6 8 -9 -10 10 -12 23 -14 14 15 -17 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.010976968687881325 -0.012564047378624208 0.021359845063772795 0.0010579030215866522 0.010536324497424743 0.01005900695081292 0.012351911060207783 0.00046181546132507224 -0.016408415010088735 0.012808662359628789 -0.022885144834557728 0.0061156635643044525 0.0024739970763014082 -0.022937947450956842 -0.022326741462021002 0.0066914863424495305 -0.01941737608411161 -0.022302010132017019 0.00667308532887201 -0.011626733298146206 -0.016510010373686358 0.0042183165421530158 0.020663844118300134 -0.013893109037038394 -0.017626455820952316 0.012607841903076128 -0.01811019702720033 0.0043534094958078079 0.01152471464822785 -0.015651315017040198 0.0016432091191791061
leaf_weight=3.1938241943717021 20.453970728442073 2.6058064810931709 4.2531317472457877 5.4374693483114269 11.675875164568422 8.0418083854019624 12.50135186314583 8.5572971142828447 6.2620903067290774 5.6055480502545816 4.7462054938077927 273.69008217006922 4.2990762814879409 3.2419767677783957 8.3491259776055795 1.8945501446723927 5.8877146486192924 2.8119295425713062 11.31537080183625 4.2360398042947036 7.4993991069495678 4.0838188659399748 2.5090854316949844 4.949013613164424 2.4502172321081161 6.6395977772772294 4.5860805958509445 14.628287211060522 9.9044018685817736 20.236450284719467
leaf_count=22 416 7 17 17 37 24 56 111 22 61 19 1172 48 38 47 60 83 17 153 41 29 24 20 52 7 63 20 41 91 85
internal_value=0.000290074 -0.00470039 0.000761354 0.00277063 0.00109874 0.000849688 0.00146551 -0.0106095 0.00122922 0.00103014 -0.00958848 0.00134075 -0.00552597 0.000210802 -0.00395249 0.0018627 -0.00476247 -0.0129366 -0.00259691 0.00215056 -0.00326381 0.00864302 3.4984e-05 0.00168299 -0.00761452 0.00189166 -0.00893303 0.00227323 0.00182781 -0.00403984
internal_weight=486.547 41.9829 444.564 21.5289 431.753 420.077 378.54 12.8104 370.498 364.236 10.3518 353.885 16.8004 18.9231 13.4857 10.2437 41.5372 8.69964 32.8375 21.5222 11.7354 9.78673 5.70291 337.084 7.39923 329.685 11.2257 318.459 303.831 30.1409
internal_count=2900 585 2315 169 2187 2150 1761 128 1737 1715 80 1635 104 162 145 107 389 100 289 136 70 66 42 1531 59 1472 83 1389 1348 176
is_linear=0
shrinkage=0.017152


Tree=84
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 0 0 1 1 2 1 0 2 2 2 0 2 1 0 2 0 1 2 0 2 0 2 1 0
split_gain=7.68707 9.4852 8.18092 5.32688 4.23795 6.26765 4.83702 3.15232 6.73171 5.67955 6.69311 5.32422 7.64933 4.9914 4.49887 4.01203 5.7069 3.87451 3.87106 13.8979 3.81281 3.77608 3.62449 5.27372 3.57083 3.43556 4.23685 4.94761 4.40504 3.60762
threshold=0.46613873835000008 44.710446918150005 49.110028829250005 0.30560462260000004 0.48627286610000009 0.61532588845000014 0.68186581240000022 0.47727612945000003 0.3447651268000001 0.38906020780000011 38.238138001450004 0.41753240920000007 0.54317236010000014 40.421032462050007 41.792045663550006 34.997818021800008 0.54384599265000022 36.372781240150012 0.4211999641000001 0.54017843775000018 37.962710038050005 0.47305469895000007 0.32272985840000007 39.530201452500002 0.54475913895000005 40.621691032550004 0.51017933595000009 43.19689381845 0.37982395740000008 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 -7 8 21 25 15 12 -12 -10 -15 16 -11 -17 -13 -20 -19 22 -5 -24 -21 -9 27 29 -28 -27
right_child=1 4 -4 7 5 6 -8 9 13 10 11 18 -14 14 -16 17 -18 20 19 24 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.007417506307759416 -0.0054203137384298185 0.0052663486832961615 -0.0046577260977202165 0.0017380222609731176 -0.0090465137509330822 0.0031724350781208587 -0.0076165080950614554 0.0028819392323775387 -0.0099729887423743984 0.0061519770868182838 -0.00025672791976905183 0.00422746280682346 -0.0098421637024587397 0.0027942320936806936 -0.0037986157646498569 -0.0095858495131473827 -0.0044445050619487895 -0.001387065982668788 -0.011109413892106453 0.0062158505186388803 -0.0099973954308708261 0.0042575074014030998 0.00033451075109769873 -0.0077648175203315585 0.0011433472867936393 -0.00048175729657150707 -0.0075900116529719723 0.0041763284740267432 0.00068086434386933892 0.0025563926363293028
leaf_weight=3.7610588520765296 23.717736423015594 6.7292919456958797 13.857717446982859 21.72605150192976 3.628499377518895 10.126499392092226 2.3799572158604851 79.220982059836388 4.2602900359779623 4.8677961155772191 48.309506271034479 21.39621352404356 4.1961113810539237 6.6367524750530746 17.342543870210648 4.9553492590785053 4.5694451183080673 14.827121239155533 4.1886557787656775 7.1610583513975135 2.8421116694807997 12.275357089936731 10.635263141244652 5.7404424473643294 63.540640570223331 48.559850484132767 5.088722746819256 24.259011454880238 7.2275631949305534 28.918870195746422
leaf_count=91 416 19 128 118 39 50 61 260 55 14 248 63 37 27 128 50 56 96 50 17 27 35 63 44 251 203 48 73 31 102
internal_value=0.00023559 -0.00240319 0.000496918 0.000653392 0.000726559 -0.00116682 0.00111932 0.000720439 -0.000519151 0.000980917 0.000113542 0.000721665 -0.00102277 -0.00318067 -0.00197391 -0.00270863 0.00102124 -0.00426444 0.00167292 0.00094308 -0.00277205 0.000972801 -8.54427e-05 -0.00250468 0.00165712 0.00179255 0.00103587 0.00149254 -0.00273642 0.00065223
internal_weight=516.946 46.582 470.364 456.507 22.8642 16.135 12.5065 452.746 78.6167 374.129 180.854 148.792 52.5056 28.2396 23.9793 32.0618 9.43724 22.6246 96.2866 74.8904 17.6692 50.3771 38.1018 16.3757 70.7017 193.275 114.054 101.738 12.3163 77.4787
internal_count=2900 585 2315 2187 169 150 111 2096 470 1626 909 666 285 210 155 243 70 173 381 318 123 260 225 107 268 717 457 378 79 305
is_linear=0
shrinkage=0.00680984


Tree=85
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 1 1 1 2 0 0 1 2 0 0 2 2 0 0 2 0 0 2 1 2 2 0 2 1
split_gain=8.67119 5.09008 7.76208 6.62495 5.25953 4.08668 5.62325 3.78672 4.49349 5.23564 3.88547 3.67337 4.27584 3.69456 3.69368 3.56485 3.53249 3.51462 3.505 4.07238 3.47404 3.12423 9.08002 3.95372 3.07979 5.80746 4.6822 2.78404 5.76816 3.39619
threshold=0.50064369330000014 0.39167988980000007 0.47727612945000003 0.39388042275000007 37.186372654950006 0.53136133645000017 0.39584144190000009 0.30560462260000004 0.3447651268000001 40.421032462050007 0.47305469895000007 0.54511840960000013 0.43590012275000006 42.072181850200003 0.56055207925000017 0.54317236010000014 49.842240509300005 41.792045663550006 0.52324780695000006 0.52772372085000019 40.621691032550004 0.47778509625000004 0.47886290830000006 42.718072821900002 0.39904493880000008 44.215931556700006 43.968221017800005 0.51017933595000009 43.45354240915001 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 6 -6 -1 10 -10 -9 15 13 -13 -14 -7 -15 -11 20 -20 -4 -22 23 -23 -8 26 -26 29 -29 -24
right_child=-2 3 18 4 5 11 24 8 9 17 -12 12 14 16 -16 -17 -18 -19 19 -21 21 22 27 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0073336009472167469 -0.0044568950254327538 -0.0083222941822969944 0.0028560303013812822 -0.0035372529158925422 0.0034044829742260587 0.00096656757702358342 -0.0089670467785375324 -0.00030261507038130853 -0.009924879110811493 0.0027179615261311218 0.0039676416818652674 -0.00089010102521100399 0.0036852444262333753 -0.0091605660318885788 -6.2361001965150368e-05 0.0052257899212740369 0.0011686866327216055 -0.0030252018909359916 -0.0051504212852238667 0.001914906710163347 0.004336869820952596 -0.010799631255871687 -0.00016587447343840658 -0.0005714148990518202 -0.0037253517856685827 -0.0081550825521361538 0.0076139214111995033 0.0018416629656578083 -0.0096847412903153275 0.002631697871811744
leaf_weight=3.7971003092825404 17.288098996505141 4.7265562564134589 89.056572116911411 19.830398784950376 5.3622564971447018 32.399961568415165 4.9774214103817966 42.258036017417908 3.8563085719943073 6.6167061440646675 12.545766785740851 18.563220962882045 14.518712639808653 5.6921004801988593 67.231820218265057 12.311657786369322 2.0425436645746231 17.99268014729023 7.2340691499412042 7.5895487740635872 11.919114105403422 4.2279652804136267 30.983430027961731 2.8876767009496689 3.6024033427238447 4.9554268270730972 3.0555350705981255 5.3006182238459569 3.1380199305713177 54.102582179009914
leaf_count=91 360 56 286 212 20 122 46 241 51 26 37 92 45 52 354 32 20 129 43 29 35 34 121 14 35 72 9 20 33 183
internal_value=0.000235069 0.000396403 0.000945745 -0.000440293 -0.000248795 0.000124454 -0.00259393 -0.000753195 -0.000453128 -0.00262495 0.000674938 0.000515111 -0.000157027 -0.00252032 0.000603205 0.00213937 -0.00643285 -0.00148104 0.00162917 -0.00153304 0.00186167 0.00107494 0.000688619 -0.00664881 -0.00453265 -0.0026321 0.00147859 0.00124687 -0.00244458 0.00161298
internal_weight=520.064 502.776 303.506 199.27 194.543 174.713 21.953 87.0666 83.2695 28.4657 54.8038 152.76 108.048 26.2979 81.7505 44.7116 7.73464 24.6094 216.44 14.8236 201.616 112.559 100.64 7.11564 16.5908 11.6134 6.65794 93.5247 8.43864 85.086
internal_count=2900 2540 1373 1167 1111 899 182 575 484 206 278 717 563 164 399 154 72 155 798 72 726 440 405 48 162 116 44 357 53 304
is_linear=0
shrinkage=0.00673799


Tree=86
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 0 1 1 0 2 0 2 1 0 1 0 0 2 1 0 2 2 0 1 2 1 2 0
split_gain=4.10911 2.70091 2.33231 2.23366 2.2331 5.836 2.02748 3.28273 2.31327 5.1531 3.81073 4.26421 4.27947 3.68165 3.13743 4.41813 4.20641 3.81507 2.48486 2.23455 2.56876 2.11081 2.0311 4.63402 3.97136 2.19257 2.6615 3.05763 2.35273 2.29426
threshold=0.50064369330000014 45.027406014450008 31.796797363700005 0.68186581240000022 0.38185982460000006 0.38780276035000005 0.30949672165000003 0.37331217625000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 37.962710038050005 0.36543816055000006 0.48543456785000005 0.36597706655000006 0.48368312325000012 0.48181192180000004 41.495754733000005 0.35877668335000007 0.51589772760000019 42.178283198950005 42.686561923500008 0.47760546090000006 0.35585760905000008 35.131296350900008 0.34515433670000012 40.259171735100004 0.47760546090000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 -6 7 -4 9 14 11 12 13 -10 15 17 -16 18 22 20 -17 -12 25 24 -24 26 -8 29 -29 -28
right_child=1 3 6 -5 5 -7 8 -9 10 -11 21 -13 -14 -15 16 19 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.022299991951244318 -0.018150280219712947 0.002548736815802467 0.013033462882468171 -0.019246459161865896 0.023168100435576228 -0.02026924036626522 0.014208816264219302 -0.018871890867759814 0.012118383343491235 0.014499625443665795 0.0091523751986981525 0.010522679097462424 -0.024734705929601739 -0.015480548331025008 0.0043816135142200861 0.014852134678440713 -0.022450715218122946 -0.014844895342326872 0.0077163669421189181 0.0027989566052178385 0.0030514620173892029 -9.9716339306079238e-05 -0.0038425325782026516 0.00026060183780613166 -0.024802483082628439 -0.0094641749401531503 0.001478742391161569 -0.0022417680597411546 0.008549487654071479 -0.0073620569463874715
leaf_weight=2.5387212987989178 5.6340981982648355 6.0022656843066216 1.3060943298041809 1.8155750557780264 1.6233853101730349 2.107027305290103 5.5710386484861365 3.5664297677576542 2.5356105193495733 9.5271773040294629 7.5638824552297583 2.661252934485673 5.4153047166764736 3.2946521267294884 3.2723793908953658 14.476564705371858 3.6793275400996208 4.6125849634408942 14.953261494636534 22.670480892062187 8.7878422215580922 217.76802757382393 6.8240959867835027 45.982274724170566 4.412660039961338 4.6217581778764716 27.904166214168072 7.9905823208391693 23.913277851417661 12.645029798150061
leaf_count=49 252 48 11 60 3 56 20 104 8 34 27 10 59 43 11 50 33 22 47 82 31 1192 40 236 39 36 128 37 77 55
internal_value=0.000320987 -0.00906231 0.000588283 -0.00251287 -0.00984355 -0.00136636 0.000728636 -0.0103196 0.000845389 0.00211184 -0.000328983 -0.00907598 -0.013714 -0.00347763 0.00155597 0.00194105 -0.00981992 0.000585505 0.00104523 0.00664587 0.0103946 0.000210855 0.000332006 -0.00216158 -0.0120735 0.00205842 0.00274096 0.00185917 0.00584673 -0.00127821
internal_weight=485.677 13.4519 472.225 7.81784 6.26913 3.73041 465.956 4.87252 461.083 221.845 239.239 13.9068 11.2456 5.83026 212.317 205.366 6.95171 159.431 154.818 45.9349 23.2644 225.332 139.865 57.219 11.2368 82.6459 78.0241 72.4531 31.9039 40.5492
internal_count=2900 360 2540 108 108 59 2432 115 2317 978 1339 120 110 51 944 900 44 737 715 163 81 1219 668 315 79 353 317 297 114 183
is_linear=0
shrinkage=0.0172176


Tree=87
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 0 0 1 0 1 1 1 1 0 1 0 0 0 1 0 1 2 2 2 0 1 2 0 2 0
split_gain=5.37142 8.30741 6.78967 3.62008 3.52766 5.74485 4.33376 2.97177 2.83922 2.95998 2.81212 2.73583 3.91558 7.25963 3.21605 3.20785 5.25641 5.08628 6.1493 4.32097 8.2137 3.95337 3.37754 4.55874 4.4747 3.67127 3.22352 5.56772 6.4199 5.13102
threshold=0.46613873835000008 44.710446918150005 50.448116877400004 0.42314601355000009 0.48627286610000009 0.61532588845000014 0.68186581240000022 0.31308942845000004 0.59507200385000003 0.45772581660000006 0.30560462260000004 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44922307715000004 0.52324780695000006 0.53781323915000012 0.54910032635000017 0.4355408521000001 0.56859076075000015 0.43967246490000006 40.621691032550004 43.633733172900008 44.269496632500008 0.53136133645000017 0.40105086675000007 41.395309858300003 0.52772372085000019 39.091773401050006 0.52511900840000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -3 -6 -7 10 11 -10 -1 12 14 -14 15 21 22 -18 -19 -20 -21 -5 25 -24 -25 26 27 28 -17 -28
right_child=1 4 -4 8 5 6 -8 -9 9 -11 -12 -13 13 -15 -16 16 17 18 19 20 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0094382409872559667 -0.0066291411696864028 0.0064703055124266922 -0.010364984187300299 0.0026321630758040504 -0.011417088478342287 0.0040934714701232264 -0.0099270382232472618 -0.010163218186299658 -0.013431169690114727 0.00031168766600594261 0.00013638198953918262 0.0067889734217459344 -0.012056092239701513 0.0049004200301618131 0.0053510633750840529 -0.013869010374571063 0.0028276558389724879 -0.0051511026837933764 0.0043447778750436141 0.0052186534343912246 -0.010874040951342433 0.00042644393713068803 0.0068520983478303965 -0.011324663007645015 0.0014247925097992222 -0.01426708114285742 0.0027683663680108232 0.0027450726004835603 0.0018506953872557163 -0.012194594088266904
leaf_weight=2.8628940489143195 21.573106529191136 6.6404506042599705 4.4361842460930339 109.03643800504506 3.3757519684731951 9.8342105485498887 2.0862376037985078 3.6806407552212468 2.2215518578886977 2.723429074510932 14.645778071135281 6.013251580297946 4.9156128168106061 3.2906592227518559 12.33270727097988 4.5900404155254453 49.588660635054111 18.667929351329803 15.977565154433252 4.8010461293160898 5.1128552071750164 151.68767543882132 5.725814886391162 3.3571440503001195 5.9722465574741364 2.7195422798395148 2.5016392990946752 10.70140555500984 3.6339463889598846 6.281698003411293
leaf_count=91 416 19 75 411 39 50 61 69 27 18 82 18 48 16 37 40 173 147 54 18 41 715 17 36 24 21 11 49 16 61
internal_value=0.000230647 -0.00273596 0.000512794 0.000619309 0.00109271 -0.00124184 0.0016397 -0.00294632 0.00079426 -0.00586234 -0.00142919 0.000871365 0.000786821 -0.00525665 0.000906995 0.000770098 -0.000310637 0.000880908 -0.00128556 0.00150152 -0.00308077 0.00134889 -0.00277706 0.000645925 -0.00316305 -0.00447068 -0.00350919 -0.00145613 -0.00692292 -0.0079329
internal_weight=500.988 43.5098 457.478 453.042 21.9367 15.2962 11.9204 21.1893 431.853 4.94498 17.5087 426.908 420.895 8.20627 412.688 400.356 139.632 94.1481 44.5594 25.8915 9.9139 260.724 45.4835 15.0552 9.32939 30.4283 27.7087 18.9254 8.22399 8.78334
internal_count=2900 585 2315 2240 169 150 111 242 1998 45 173 1953 1935 64 1871 1834 708 433 260 113 59 1126 275 77 60 198 177 105 56 72
is_linear=0
shrinkage=0.00883561


Tree=88
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 1 1 1 0 0 2 0 0 2 0 1 0 2 0 0 2 1 2 2 0 2 2 2 1
split_gain=9.74537 10.3801 6.09138 6.41879 5.79543 4.59839 5.51595 4.28323 4.76756 3.89277 4.64975 4.00468 4.41577 12.2058 4.68255 3.83543 4.35499 4.12717 4.11239 3.60047 3.34209 5.96866 3.38789 3.5846 4.51798 5.30554 3.16335 4.79167 3.04016 2.95043
threshold=0.39167988980000007 0.47727612945000003 0.39388042275000007 0.50064369330000014 37.186372654950006 0.53136133645000017 0.39584144190000009 0.34524415440000006 0.30560462260000004 0.52324780695000006 0.52772372085000019 40.621691032550004 0.47778509625000004 0.47886290830000006 42.674081447500008 0.54511840960000013 0.43590012275000006 0.56055207925000017 42.072181850200003 0.54317236010000014 0.51017933595000009 43.45354240915001 0.34569324270000007 41.289992964000007 42.852084787850011 0.48181192180000004 39.995120105550008 38.592454371550012 49.842240509300005 0.39904493880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 6 -6 8 -1 11 -11 -3 -13 14 -14 19 18 -18 26 -7 22 -22 23 -15 25 -25 27 -17 -20 -8
right_child=2 9 3 -5 5 15 29 -9 -10 10 -12 12 13 20 -16 16 17 -19 28 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0072416690872039542 -0.0082112320890717558 0.0031103917385241465 -0.0036292498146144494 -0.0044659254298742802 0.0031488566359344906 0.00099510147557198888 -0.0088797288868546192 -0.0036935054872465531 0.00030796105554044235 -0.0052748687221120883 0.0021477853396109567 0.0049892537023031418 -0.011824554136078505 0.0035557130643992544 -0.0010534968287045149 6.6224919600848536e-05 0.0037787589107669286 -9.29215659670405e-05 -0.00904326198461298 0.0051972992695492933 0.0018333199045064748 -0.0095986451647847026 0.0028166768901004557 -0.0081276081203589465 0.002094609643874775 0.00052156693677233798 0.0015084261628714891 -0.010789695137539542 8.9416726635078766e-05 -0.0027774631498554323
leaf_weight=3.8961458429694167 4.7446298524737349 90.354882620275021 20.26747422106564 17.467972164973617 5.3084138557314899 32.736804239451885 4.9976059198379543 18.554803906008601 66.388200264424086 7.2015965506434423 7.6651601791381836 12.325508162379263 4.3647500500082961 9.1617843359708804 2.9937871843576431 4.6950933486223283 14.732139624655245 68.154441345483065 5.7249519526958457 12.356868311762808 5.2564649134874326 3.2527808286249638 54.597299978137016 6.5318369418382662 9.3769243955612165 5.9743939563632011 10.899477578699587 2.8899462148547173 2.2277491874992847 11.525117466226218
leaf_count=91 56 286 212 360 20 122 46 147 337 43 29 35 33 27 15 30 45 354 52 32 20 33 183 41 32 21 40 22 20 116
internal_value=0.000293035 0.00105355 -0.00077752 -0.000612694 -0.000270186 0.000116085 -0.00273337 -0.000858877 -0.000110546 0.00182915 -0.00144782 0.00206774 0.00124015 0.000784925 -0.0074424 0.000518933 -0.000152451 0.000595225 -0.00249658 0.00214662 0.00142794 -0.00253671 0.00182186 7.23309e-05 -0.00138605 -0.00399578 -0.000780634 -0.00406995 -0.00648497 -0.00462321
internal_weight=526.625 307.896 218.729 213.984 196.516 176.249 21.8311 88.8392 70.2843 219.057 14.8668 204.19 113.836 101.51 7.35854 154.417 109.324 82.8866 26.4372 45.0937 94.1515 8.50925 85.6422 31.0449 21.8832 12.5062 18.4845 7.58504 7.9527 16.5227
internal_count=2900 1373 1527 1471 1111 899 182 575 428 798 72 726 440 405 48 717 563 399 164 154 357 53 304 121 94 62 92 52 72 162
is_linear=0
shrinkage=0.00663302


Tree=89
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 0 0 2 2 2 1 1 2 1 1 0 0 0 2 0 2 1 2 0 0 0 1 2 1
split_gain=15.9609 10.0662 9.87233 9.44747 5.90525 5.66467 10.5548 9.35398 7.91918 7.19767 7.14992 6.29366 18.576 6.66262 6.04294 5.63931 5.95831 5.50674 8.40571 5.3159 6.17499 5.0025 4.22513 4.70392 4.14118 6.38215 4.34217 3.95242 9.9029 8.53177
threshold=0.5726475255500002 0.42314601355000009 44.269496632500008 39.995120105550008 0.47943175355000006 0.39078171310000004 0.53592706805000012 0.48181192180000004 43.633733172900008 42.178283198950005 43.45354240915001 0.40621538280000008 0.41753240920000007 38.238138001450004 0.43166372265000008 0.48627286610000009 0.61532588845000014 0.54910032635000017 0.55481871800000016 45.027406014450008 0.68186581240000022 44.921040431000009 0.48363821445000005 48.852845034800005 0.53136133645000017 0.5339660489000001 0.51017933595000009 0.45206730335000006 39.468990633150007 0.44578006650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 5 -2 -4 7 8 9 -7 -3 -11 -8 -13 14 -14 22 -17 -15 -19 -18 -21 -1 23 -5 26 -26 -6 29 -29 -20
right_child=3 2 4 15 24 6 11 -9 -10 10 -12 12 13 17 -16 16 19 18 27 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0046248824729475694 -0.0053260431309824054 0.0012838184860713589 0.0015304660905829058 0.00057829449915337784 -0.0014070495110770961 -0.003378068121336912 0.0043695231258003616 0.0023880589331507773 0.0032510366426585485 -0.0027557923394872174 0.0020933368197077217 -0.0087820223338171809 -0.0071356436155953096 0.0033799370795853231 0.00030453286411143263 -0.0067098157856481403 -0.005950629578441973 -0.0055514132948731691 0.00018362727225681329 0.0023820527467065485 -0.0059098537091144621 -5.6716337392603887e-06 0.0045881891563485031 -0.0052263565078009928 0.0042108519020231626 -0.0029681998061796889 -0.0068598223614785942 0.0036804457367052667 -0.0055819149700898976 0.0063714433178540756
leaf_weight=14.468406267464163 17.731601994484663 86.788102123886347 12.182920470833777 22.720150835812095 6.827678848057988 29.79474925622344 13.163598977029322 140.2053587064147 5.8712132871150962 29.089209269732237 11.566681466996668 5.502958431839942 4.627559930086135 30.994093462824821 8.300610736012457 7.5288389101624515 4.7601851038634804 5.4579077512025824 15.919335499405863 10.492236100137232 3.1868316791951647 11.415909528732298 5.5844869017601004 4.5627934783697119 4.769069321453574 11.491646751761435 9.5127464681863767 6.17962399125099 6.3906530439853668 9.7969470024108869
leaf_count=191 281 319 49 101 45 207 35 443 24 178 44 44 43 84 47 94 90 32 64 49 60 51 15 38 14 80 103 18 38 19
internal_value=0.000224226 0.000576861 0.00075711 -0.00198791 -0.00156852 0.00101135 0.000169101 0.00145821 -0.00228681 0.000435245 -0.00137621 0.000992853 0.000515776 0.00109941 -0.00235863 -0.000981873 -0.00279897 0.00169758 0.000505584 -0.00120215 0.000450276 -0.00258765 0.000453788 -0.000392474 -0.0027266 -0.000862672 -0.00458144 0.00136903 -0.00102848 0.00254096
internal_weight=556.884 480.317 454.433 76.5671 44.7841 409.649 141.999 267.649 35.666 127.444 40.6559 106.333 93.1697 87.6667 12.9282 58.8355 25.9681 74.7386 43.7445 18.4393 13.6791 25.8843 32.8674 27.2829 32.6011 16.2607 16.3404 38.2866 12.5703 25.7163
internal_count=2900 2172 1930 728 291 1639 655 984 231 541 222 424 389 345 90 447 293 255 171 199 109 242 154 139 242 94 148 139 56 83
is_linear=0
shrinkage=0.00521701


Tree=90
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 0 0 2 1 0 0 2 0 1 2 2 1 1 2 1 1 2 0 2 2 0 1 2 0 0
split_gain=12.4881 8.14814 7.60311 11.5492 5.02584 4.76351 4.22148 5.27682 4.01101 9.08613 8.13227 8.09169 6.25285 5.83856 5.77696 5.1416 4.61764 4.44147 9.45518 4.85527 4.14441 6.40166 4.11218 4.03452 5.30277 4.71495 3.77187 4.18232 4.95374 3.74923
threshold=0.5726475255500002 44.710446918150005 44.269496632500008 0.41932876265000008 0.47943175355000006 0.68186581240000022 0.47727612945000003 48.315732392000008 0.39078171310000004 0.53592706805000012 0.48181192180000004 43.968221017800005 0.54475913895000005 0.4355408521000001 42.178283198950005 43.45354240915001 0.39971857130000005 0.45206730335000006 39.468990633150007 0.44705248345000009 0.35585760905000008 40.79983011445001 0.52324780695000006 42.072181850200003 40.823855932350007 0.55041765215000005 0.3447651268000001 42.686561923500008 0.47670728420000003 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -3 7 -4 10 11 14 16 -11 23 20 26 -10 19 -19 -15 -5 -22 -12 24 25 -14 -16 -28 -29 -6
right_child=1 5 4 8 29 -7 -8 -9 9 12 22 -13 13 17 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0050766498360908571 -0.0036829219265181305 0.00087706718922655601 -0.0042196328493802069 0.0015008223204794674 -0.0048699072000887517 -0.006508384920786473 0.0057481219636772154 0.0017950331172640714 -0.0023112226916769747 0.0029569863917250448 0.0025991557524519286 0.0052400158837574273 8.5732961665516213e-06 0.00084824688269638754 0.0011904535771052869 0.0017955798585930485 -0.0081903840980125688 0.0026399286696230538 -0.006280030175616038 0.0059257383448930358 -0.0088867235748146707 0.0034307206758176453 -0.001622129647260998 -0.0080585575489151018 0.0023084250880378481 -0.0063028958577527857 -0.0068326825987189881 -0.0073532605079600572 0.00031050679489964421 -0.00096286741127898587
leaf_weight=10.488646548241375 40.413498163223267 29.03879126906395 7.7385681681335035 81.82838187366724 15.77839293703437 3.1368922404944888 4.182671606540679 12.156706690788267 25.963973306119446 36.063897177577019 128.62323468178511 4.0747204869985572 7.456077374517923 15.525424495339395 6.280955262482169 11.469799146056173 5.1977725550532332 9.4889074116945249 6.4851748794317237 10.06167748570442 3.1702204309403887 2.405843622982502 7.9430043324828139 3.1655590236186972 8.7759675532579404 7.9051162451505661 8.9084451645612734 3.7845421619713298 9.8514310419559461 16.072510257363319
leaf_count=168 514 153 60 285 148 61 10 42 168 110 409 13 31 60 27 44 50 38 39 22 32 11 34 27 29 68 66 41 46 94
internal_value=0.000217371 -0.00198083 0.000556262 0.000821894 -0.00141438 0.00015704 0.000548647 -0.000544462 0.000974869 0.000196303 0.00138781 -0.00230524 0.00103636 3.0536e-05 0.000354931 -0.00142861 -0.00329187 0.00137424 -0.000981406 0.00284488 0.00117718 -0.00357225 0.00235364 -0.0020149 -0.00122229 -0.00323941 -0.00271154 -0.00379865 -0.0018165 -0.00289835
internal_weight=543.437 72.5892 470.848 414.919 55.9288 32.1757 24.0779 19.8953 404.43 140.164 264.266 35.2365 104.928 68.8639 127.7 40.2952 31.1617 41.5612 15.9741 25.5871 87.4044 5.57606 136.566 27.3027 24.1372 15.3612 28.8254 22.5444 13.636 31.8509
internal_count=2900 728 2172 1818 354 214 112 102 1650 655 995 231 424 314 552 224 218 159 77 82 328 43 443 155 128 99 180 153 87 242
is_linear=0
shrinkage=0.00569363


Tree=91
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 0 1 1 2 1 1 1 2 2 2 1 1 0 0 1 1 2 2 1 2 2 0 1 0
split_gain=4.56553 2.67244 2.5581 2.59878 2.94642 4.37165 4.57344 4.85983 4.78287 4.05833 3.78959 3.96352 3.47556 3.3548 2.99513 6.1634 2.89702 2.87763 3.93392 3.27662 5.03473 2.74302 2.57736 5.26135 3.80412 3.61421 3.35982 5.3222 4.56305 4.34442
threshold=0.50064369330000014 45.027406014450008 0.63514565435000014 0.42314601355000009 0.52324780695000006 0.53781323915000012 0.54475913895000005 0.41917906650000009 0.40367054880000008 38.386256906100009 0.39078171310000004 0.39024280710000009 0.39584144190000009 38.592454371550012 40.305698932850007 42.718072821900002 0.31308942845000004 0.4355408521000001 0.56369569775000017 0.61802041855000012 0.43706775245000007 0.30560462260000004 43.633733172900008 45.90502654165001 0.40105086675000007 48.852845034800005 41.395309858300003 0.52682554415000016 0.39584144190000009 0.52537349185000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 10 22 -7 8 12 17 11 13 -8 -5 -12 -16 21 -9 -19 20 -20 -1 24 -24 26 -25 27 -6 -29 -28
right_child=1 -3 -4 4 5 6 7 9 -10 -11 14 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 25 -26 -27 29 28 -30 -31
leaf_value=-0.015916161370773084 -0.015789844235577839 -0.0024926874773805808 -0.011792655548435949 0.0055651202723655709 -0.013110767333863908 0.0054260632993048553 -0.012537949830633164 -0.018616213830263035 -0.021034691613107389 0.0014682403982231233 -0.023082569493195131 0.014466208061210512 0.011887964383340173 0.0011270249974308201 0.018548268176574668 -0.017055117569568096 -0.017088387640108237 0.011114303282432111 0.01493682022284904 0.012769401991552612 -0.018563163071115992 0.00056062598930901473 0.0070747671872066833 -0.022715013719289311 -0.023918737118636523 0.00075626106575103216 0.0024027676413846664 0.012939772005613252 -0.0054046412257127818 -0.020571117653116467
leaf_weight=2.6859171483665767 5.8798601757735005 8.0161389000713807 3.7141204178333274 47.455049416050315 6.2052361145615675 36.056842684745789 2.6604860574007017 3.5984224192798129 4.9920282699167728 90.602295499294996 2.2764680422842494 5.8518397584557524 2.5702721625566483 196.47709231451154 1.8932324089109895 2.5756161008030176 3.4262674320489159 3.1124491915106764 1.2188975922763328 1.3481557574123142 5.7856399230659008 14.553237341344355 9.8335735350847226 2.907213181257247 2.7496192827820769 2.982894379645586 2.7172373831272107 6.1994212940335256 5.9765849858522415 5.7690642289817333
leaf_count=91 252 108 38 178 46 124 22 46 51 422 24 14 18 858 9 54 69 14 7 15 104 82 41 27 22 33 14 19 40 58
internal_value=0.000345439 -0.00811916 0.000591414 0.000688354 0.000924937 -0.00045149 0.000766661 -0.000683035 -0.0105458 0.000271152 0.00198349 0.0022827 -0.000535627 0.00199042 -0.00909638 -0.00197171 -0.00450704 -0.00692894 -0.00326079 -0.00861736 -0.0127336 -0.00200651 -0.00453374 0.000368152 -0.00713614 -0.0108286 -0.00541861 -0.00181912 0.00393543 -0.0132151
internal_weight=492.091 13.896 478.195 474.481 453.816 197.286 151.945 115.889 10.2228 105.666 256.529 249.784 5.23076 243.932 6.74532 4.46885 20.6654 15.0636 11.4651 8.35269 7.00454 17.2392 45.3408 15.7237 29.6172 5.89011 26.8675 18.3812 12.176 8.4863
internal_count=2900 360 2540 2502 2260 1123 823 699 91 608 1137 1050 40 1036 87 63 242 186 140 126 111 173 300 101 199 60 177 105 59 72
is_linear=0
shrinkage=0.0149805


Tree=92
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 0 2 0 1 1 2 0 2 2 1 0 0 1 1 2 1 0 0 1 1 2 2 0 0 2
split_gain=3.87299 2.57996 2.35333 2.44321 4.6415 2.99053 2.90479 3.21896 7.39859 5.18777 4.65883 4.16759 4.29758 3.98139 3.7444 4.53573 5.4687 4.59777 4.3141 3.74503 5.10229 9.17733 5.90168 3.44632 3.18641 2.72294 2.99605 3.93899 4.84372 6.09782
threshold=0.50064369330000014 45.027406014450008 32.785955158400007 49.110028829250005 0.48363821445000005 0.47648274005000008 48.852845034800005 0.45612406815000006 0.33672644530000007 0.34193587020000005 41.902916368500009 0.39672464895000009 44.921040431000009 39.468990633150007 0.37138109635000011 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.36927038110000004 38.592454371550012 0.35877668335000007 0.47814436690000012 0.49588335680000006 0.36597706655000006 0.35814795965000007 33.384956903900012 38.703421923500009 0.56369569775000017 0.54017843775000018 37.858673296900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 9 -9 10 13 12 -12 -4 18 16 17 -16 19 24 22 -22 -21 -23 -10 -17 27 28 29 -27
right_child=1 -3 3 4 -6 -7 -8 8 14 -11 11 -13 -14 -15 15 25 -18 -19 -20 20 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0078678059664616558 -0.016854186828656505 -0.002422591748334407 -0.0041183280127529082 0.00073436610517189872 0.005361868544386454 -0.015601662919968772 0.010260404535014164 -0.025133027690894025 0.013865426501580383 -0.020492634911778818 -0.017571924417126527 -0.020768419112698461 0.0089622829039447266 0.014412844029551741 0.012662716188100779 0.015135155616912329 -0.022295435347971619 -0.012298419776236217 0.013520109635477656 0.001147865971783295 0.011182169110198778 -0.037510127763544718 0.012495589984950064 -0.011098510198871677 0.0025281689323749892 -0.0011158284461459235 0.0012583502327162964 -0.014206617803908724 0.0058119054726792794 -0.02094024165230926
leaf_weight=8.382214814424513 5.3453107737004739 7.9656572323292494 5.770808890461927 4.2557700872421291 7.6117772310972205 9.0414958447217924 8.5341857746243459 2.74624478816986 12.630646608769895 4.4079140257090321 2.5048551298677904 4.5511610992252827 4.2515074498951435 6.2215133681893349 3.5282006189227086 3.2231654897332183 5.0947831012308598 4.1432971451431513 9.5573640465736371 130.29026088118553 3.0459566973149759 2.5058393999934196 13.017133638262747 2.5988665893673897 12.980435393750666 15.398330088704826 159.92367742583156 7.3831613920629016 14.547668464481829 5.4157379642128936
leaf_count=127 252 108 35 17 36 115 26 22 35 63 79 52 17 32 10 16 54 51 34 536 11 18 41 24 49 83 742 104 74 37
internal_value=0.000330772 -0.00821791 0.000571059 0.000723121 -0.00464506 -0.0103733 0.000975766 0.000793922 0.00115384 -0.00450626 -0.00148193 -0.0088819 -0.000875014 0.00549548 0.00133196 -9.50138e-05 -0.00938956 -0.000818537 0.00300385 0.00243623 0.00147523 -0.0108921 0.00217862 -0.0240637 0.00811938 0.000481293 0.000248244 -0.00353092 -0.00130195 -0.00627406
internal_weight=486.875 13.311 473.564 465.182 20.909 13.2973 444.273 435.739 408.031 27.7078 23.2998 11.3075 6.75636 11.9923 405.285 218.658 12.7663 7.6715 186.627 177.069 151.458 8.15066 143.307 5.10471 25.6111 205.892 202.669 42.7449 35.3617 20.8141
internal_count=2900 360 2540 2413 168 132 2245 2219 1941 278 215 148 96 67 1919 1171 115 61 748 714 630 53 577 42 84 1056 1040 298 194 120
is_linear=0
shrinkage=0.0160694


Tree=93
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 1 0 0 2 2 1 0 1 2 1 2 1 1 2 0 1 0 1 1 0 2 2 0 0 1
split_gain=3.53202 7.03308 4.92658 3.15867 2.81867 4.45747 3.18884 3.34886 5.8042 4.14039 3.75309 4.26877 4.18334 3.91331 3.33209 4.75964 4.62354 2.64759 2.59542 2.53834 4.15417 3.9901 2.51242 3.02668 7.05812 2.91636 3.95717 5.2859 4.44278 4.18783
threshold=0.46613873835000008 44.710446918150005 49.110028829250005 45.445415294500002 0.47727612945000003 0.34524415440000006 0.47778509625000004 0.47886290830000006 40.532725462000009 42.737166331000005 0.35585760905000008 0.49320379630000005 0.34988473400000003 41.261521012900012 0.34569324270000007 42.852084787850011 0.34536391125000004 0.39745815990000005 49.49736495185001 0.4622167001000001 0.35675578575000005 0.47706655490000011 0.46208197360000008 0.45393850480000009 0.58258734765000009 48.852845034800005 44.215931556700006 0.54191491270000014 0.57600071855000012 0.44705248345000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 -1 -6 8 -8 -10 12 -12 13 -9 15 16 -15 18 -4 -7 21 -21 23 25 -25 26 28 -28 29 -13
right_child=1 3 17 -5 6 19 7 10 9 -11 11 22 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00023033278155787943 -0.011042075514259959 0.018712430503945953 -0.01506653027155961 -0.00012378940206512985 0.0091111298957294463 -0.019505234461781915 0.0033793971305186611 0.0080167926034441592 -0.026017756719557274 -0.001195470830925737 -0.012569927872088771 0.0012032956047965458 0.013998506633345871 -0.0038510959983724617 0.0041942542593774168 0.0046507469543488568 -0.024469555863035831 -0.018772863357999332 0.003606226198521115 -0.021156911288496512 0.0086400777488042195 0.00072504012580875863 0.01088087701260076 -0.021659250873940689 0.0039252887180426296 0.014438110902414123 -0.01253523192684743 0.0047511586340300725 -0.014072805607717403 0.010116327845541071
leaf_weight=60.356100605800748 19.391519268043339 2.5176604036241796 3.0199311524629575 18.847971260547638 13.514677375555037 4.2849149573594358 7.7566106244921667 26.83845579624176 4.3309896104037762 2.7351572960615158 5.9809913616627446 173.28234283067286 10.126046292483805 8.4450103566050547 26.850673131644726 8.9030159041285497 3.997645527124404 4.5094050243496895 4.8225286714732647 4.6980847157537919 3.6803166568279257 3.7290739119052887 6.1796668171882621 4.8433150649070722 6.0507756024599075 4.0041814446449271 11.806616606190802 7.0471248216927043 4.4589205477386704 14.231354460120199
leaf_count=410 416 7 18 162 41 64 26 87 36 13 40 815 32 37 90 30 27 76 34 51 20 16 22 48 35 12 110 35 50 40
internal_value=0.000293487 -0.00415496 0.000705093 0.00209581 0.00098882 -0.00175341 0.00158777 0.00128684 -0.00605419 -0.0164096 0.00162368 0.000605055 0.00446906 0.00318305 0.000491346 -0.00416653 -0.0104755 -0.00912924 -0.00358418 -0.00905745 -0.00535991 -0.011474 0.000944848 0.000672829 -0.00744913 0.00108469 0.000831076 -0.00607395 0.00150922 0.00187975
internal_weight=481.241 40.7572 440.484 21.3656 428.132 76.7485 351.384 337.869 14.8228 7.06615 323.046 237.885 85.1608 75.0348 48.1963 21.3457 12.4427 12.3519 7.84246 16.3924 12.1075 8.42716 231.904 225.725 10.8941 214.831 210.826 18.8537 191.973 187.514
internal_count=2900 585 2315 169 2187 561 1626 1585 75 49 1510 1207 303 271 184 94 64 128 52 151 87 67 1167 1145 83 1062 1050 145 905 855
is_linear=0
shrinkage=0.0157948


Tree=94
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 2 0 2 0 0 1 1 1 1 0 1 0 1 1 0 2 2 0 1 1 1 0 2 0 0
split_gain=3.24761 2.14616 3.97409 2.15646 4.02597 5.20087 2.09784 4.09303 5.51869 7.81449 3.47974 4.22966 3.65202 5.43835 9.34722 3.80084 3.27677 4.54801 4.38909 4.12893 2.90709 5.2499 3.24101 2.88728 3.65081 5.26345 2.5544 4.69848 4.83791 3.84711
threshold=0.52332265500000019 51.779769178100004 0.61532588845000014 0.39672464895000009 49.110028829250005 44.921040431000009 0.52324780695000006 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39971857130000005 0.39724858540000008 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.4211999641000001 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017 41.395309858300003 47.833738492450003 0.52537349185000015 0.43625939340000008 0.49091344570000006 0.49242537650000007 0.48543456785000005 43.45354240915001 0.5089817670000002 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 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 26 8 -8 -10 11 20 -12 14 -14 -15 -11 -18 -19 -20 -9 22 -22 -21 -25 -26 29 -28 -29 -5
right_child=-2 2 -4 6 -6 -7 7 10 9 16 12 -13 13 15 -16 -17 17 18 19 23 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.017225809378069456 -0.011294039392371079 -0.018510456173727152 0.0093637467011610728 0.000817636802641893 -0.030719958195652607 0.007605279041531565 -0.022859078072602446 0.0064779164289114535 0.026531776185136319 -0.024305158567204797 0.011434486246447894 -0.016543990842164867 0.0059426305490681937 0.0079485880522806914 -0.026244393611673876 0.00043752219514329148 0.0093248817033665041 -0.020637041611648695 0.01016157028372932 0.01235099788258336 0.0025508593097501421 0.0078933534424326362 -0.017869905384252874 -0.019359790536335648 0.038074027346466637 -0.016875495173617222 0.0048544351734192978 0.00065020262640128686 -0.02175955632805162 -0.013441443029710084
leaf_weight=3.6112881470471603 6.068853340111672 3.8690363615751258 1.9441793393343685 150.8027785345912 1.5022404938936222 5.2160612381994724 4.1664033718407181 7.6940055638551774 2.0663509070873287 2.1752028092741993 8.7840677052736265 5.9376529268920413 4.3413756825029832 20.63130534440279 4.8129207268357277 98.016695176251233 5.122168235480788 4.8222123906016376 4.172716684639453 1.3448715545237044 2.710999768227337 4.8909622654318801 7.1567047238349915 5.5665233340114355 0.77229050546884526 1.0280094491317866 89.647629467770457 8.4980750596150738 3.4170502675697199 4.9436776190996161
leaf_count=116 239 81 10 745 10 20 41 32 5 19 27 48 24 67 43 510 16 58 20 12 16 25 69 117 4 46 352 59 45 24
internal_value=0.000266699 0.000416083 -0.00918817 0.000536448 -0.00664949 -0.00255317 0.000700117 -0.000538665 -0.00581803 -0.00319523 0.000460932 -0.00460578 0.00151408 0.000832233 -0.0109799 0.0017436 -0.0056519 -0.00387455 -0.00769289 -0.00284831 -0.00144869 -0.005581 -0.0122596 -0.00907977 -0.0129921 0.00669668 0.00164476 0.00360723 -0.00577653 0.000365028
internal_weight=475.734 469.665 5.81322 463.852 10.3296 8.82735 453.523 196.213 31.2367 27.0703 164.977 28.3903 136.586 127.802 9.1543 118.648 25.004 22.8288 17.7066 12.8844 22.4527 14.7587 9.8677 8.71169 7.36682 1.8003 257.309 101.563 11.9151 155.746
internal_count=2900 2661 91 2570 146 136 2424 1199 338 297 861 190 671 644 67 577 292 273 257 199 142 110 85 179 167 50 1225 456 104 769
is_linear=0
shrinkage=0.0159054


Tree=95
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 0 2 0 0 1 1 0 1 0 1 1 0 0 2 0 2 0 1 2 0 1 1 1 0
split_gain=2.81007 6.17756 4.22614 2.65253 5.3484 3.02404 4.01234 2.29064 2.20503 2.15513 2.60759 2.82444 6.42236 2.95084 2.02706 6.01807 3.08128 3.88989 5.60394 7.63592 4.31049 2.74632 2.64906 2.61148 5.31443 3.60821 3.29865 4.06824 2.36896 4.61584
threshold=0.48627286610000009 0.61532588845000014 0.63075955810000017 0.48363821445000005 50.448116877400004 0.46613873835000008 0.58736265385000019 46.051945193250006 0.68186581240000022 0.59507200385000003 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44922307715000004 0.56915960600000015 0.43967246490000006 0.4410796084000001 0.55041765215000005 0.56501302355000016 40.878805547300004 0.55754318735000019 40.982542372850013 0.47727612945000003 0.3447651268000001 40.421032462050007 0.47305469895000007 0.34500464060000008 0.34518427590000006 0.35675578575000005 0.47694679800000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 9 -7 -4 -9 10 11 13 -13 14 16 -16 17 22 19 -19 -21 -17 23 25 -25 -1 -26 -28 29 -29
right_child=1 2 7 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 21 -18 18 -20 20 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.001653950750509317 -0.019308594759007838 0.011404415793242568 -0.017351911256843773 0.01161497712769115 -0.01851843150582393 -0.021799309681110525 -0.0011634295374531945 0.0032448497306022395 -0.017663084348260884 -0.010162196530181272 0.011560434954219111 -0.021305191320200409 0.0083024029483810269 0.0088226905472228723 0.0051832641972577127 -0.0050095703010687442 0.010660579881742514 -0.023531629840591938 0.0084830496427963607 0.0066609509307663109 -0.013479127789428001 -0.029493848476144155 0.0018161518036590527 -0.023628078063590716 -0.016332372872408345 0.0084332862359831253 0.013932303233099 -0.020730925173141731 0.0041015097851505771 0.0018219598160857766
leaf_weight=41.596168236806989 5.9538765083998468 5.3899458358064321 3.2053502770140749 5.4721475504338732 3.8209017496556035 3.5426187105476838 7.6813813168555498 6.0753440409898758 1.6505783647298811 4.600146858021616 5.7979749962687483 4.4892169069498769 3.2499416526407003 11.777921475470064 5.4830091744661313 2.0143111683428288 8.08650268986821 6.7281111329793992 5.5004701539874068 6.4284193068742734 4.7585940398275852 2.841954879462719 275.85033971630037 3.6291320826858309 3.8426530361175564 11.688534803688524 4.1891487687826183 4.4596521575003845 5.8334199488162986 4.901727057993412
leaf_count=332 127 47 180 20 78 51 61 38 58 45 18 48 16 37 29 20 25 72 26 29 34 21 1241 55 25 36 14 53 41 23
internal_value=0.000238809 -0.00532215 -0.000219989 0.000515143 0.000377968 0.000542447 -0.00767671 -0.0059517 -0.00122195 0.000758116 0.000876833 0.000728413 -0.00887193 0.000909801 0.000675538 -0.00633421 0.000862576 0.000653745 -0.00567933 -0.0100276 -0.00190599 -0.0193381 0.00107031 -0.00149695 -0.00557574 0.000558786 -0.00275509 -6.35395e-05 -0.00392214 -0.00892197
internal_weight=470.539 22.2751 16.3212 448.264 442.792 438.971 11.224 10.9313 7.72592 427.747 423.147 417.349 7.73916 409.61 397.832 10.3393 387.493 379.406 23.4156 17.9151 11.187 4.85627 355.991 80.1404 26.8557 53.2847 23.2266 19.3839 15.1948 9.36138
internal_count=2900 450 323 2450 2430 2352 112 276 96 2240 2195 2177 64 2113 2076 70 2006 1981 161 135 63 41 1820 579 211 368 156 131 117 76
is_linear=0
shrinkage=0.016041


Tree=96
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 0 0 2 2 1 0 1 1 0 0 2 1 1 0 2 0 1 2 1 2 2 1 2 2 1
split_gain=2.4476 1.79084 2.06987 5.00363 1.64497 3.25054 1.44784 3.46896 4.22999 2.22457 1.95468 2.44685 4.54388 4.27364 2.39079 2.0868 2.07475 4.02805 3.27965 3.98615 3.70895 3.05646 4.21609 3.44658 2.89331 2.47609 5.2648 4.55334 4.19423 2.18604
threshold=0.52332265500000019 31.796797363700005 0.52029879345000019 0.52428071015000011 51.779769178100004 0.61532588845000014 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 0.42646926740000007 0.32144247180000002 0.33263974130000007 0.45006137540000007 0.41197868325000003 36.514114975300011 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 0.36543816055000006 38.592454371550012 0.36597706655000006 37.962710038050005 40.12915366295001 0.34524415440000006 40.621691032550004 39.468990633150007 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 8 -3 -8 14 -12 13 -13 -11 -16 17 21 19 20 24 22 -14 -23 -18 26 -24 -27 -28 -29
right_child=-2 4 3 -5 5 -7 9 -9 -10 10 11 12 16 -15 15 -17 18 -19 -20 -21 -22 23 25 -25 -26 27 28 29 -30 -31
leaf_value=-0.02034280203328203 -0.010422749071296169 -0.017179311468780947 0.020701703695002058 -0.018699013182978137 -0.018218527578295757 0.0080218457996562784 0.012384731890816385 -0.028046135718027741 0.007037077507967681 0.0040433770692900666 0.011801171366321571 0.001078611233078677 0.008325798578875044 -0.023840274866159847 -0.0018248789177832481 -0.023981545130121816 0.010183667100716106 0.012628406889667994 0.00024774425533806991 0.0098686642101232305 -0.022170138037500398 0.0031244929860298806 0.0027298788830106995 -0.019779538523152066 -0.013182907442020469 0.010154835075263175 -0.002447195093677058 -0.00065185874194342256 -0.026185186658407435 0.0042867995086406062
leaf_weight=2.2700383467599741 5.4252617210149756 2.8204108718782646 1.5131412744522097 1.7766674226149914 3.2367758210748425 1.8991514183580873 4.0786154754459849 1.475022718310355 5.2013404965400696 2.7381107881665221 4.9830684810876837 3.2896785959601393 22.707431420683861 3.7160015106201172 1.8310354650020597 2.6196182575076818 2.3368381001055223 8.6863133236765844 217.42835025582463 2.5580598860979071 5.031178280711174 3.1374285146594039 10.490460664033892 3.5510459486395121 3.1606987584382296 14.440809234976767 3.6553236506879321 84.732852783054113 3.9012070670723915 31.050887729972601
leaf_count=50 239 98 3 67 81 10 26 10 20 19 15 16 87 32 14 33 8 34 1237 10 59 11 37 33 43 50 16 384 26 132
internal_value=0.000209733 0.000335046 -0.00864705 -0.000576728 0.000444861 -0.00851542 0.000547212 -0.00560392 -0.00147729 0.000679938 0.000570456 0.000708482 0.000578076 -0.012139 -0.00766372 -0.0148661 0.000791793 0.00204114 -0.000218208 -0.00795971 -0.0122913 0.00152352 0.00193658 -0.00903572 -0.00325048 0.000958091 -0.00456926 0.00172409 -0.0147024 0.000672591
internal_weight=465.743 460.318 5.55985 3.28981 454.758 5.13593 449.622 9.49677 8.02175 440.125 436.046 428.858 423.875 7.00568 7.18876 4.45065 416.869 186.354 230.515 13.0868 10.5287 177.667 170.979 6.68847 5.49754 148.272 18.047 130.225 7.55653 115.784
internal_count=2900 2661 120 70 2541 91 2450 128 118 2322 2296 2230 2215 48 66 47 2167 810 1357 120 110 776 732 44 51 645 79 566 42 516
is_linear=0
shrinkage=0.0159228


Tree=97
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 2 2 1 2 0 1 0 0 2 1 1 0 1 1 2 2 0 2 2 1 2 0 1 0
split_gain=6.94985 5.234 4.66856 3.61145 5.65334 5.12631 4.88882 4.44687 4.31587 7.15867 3.68595 3.5505 4.59983 3.46109 4.29237 4.4631 3.3865 5.62081 3.39697 7.09159 4.29135 5.06154 4.1922 2.77078 5.45728 2.75027 5.4311 4.2362 2.61324 4.15579
threshold=0.48627286610000009 0.61532588845000014 0.63075955810000017 0.47305469895000007 0.38906020780000011 38.238138001450004 41.840895355800008 48.680511450650009 0.48363821445000005 50.264779514000004 0.52215502530000013 0.46613873835000008 0.60665848330000005 0.56859076075000015 34.997818021800008 0.44751654140000008 0.41753240920000007 0.52428071015000011 0.40850573335000007 0.39971857130000005 47.833738492450003 41.395309858300003 0.53321756835000012 40.305698932850007 42.718072821900002 0.34392682850000006 41.902916368500009 0.4622167001000001 0.40367054880000008 0.52877159370000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 6 13 -5 25 9 10 23 16 -13 14 -6 28 17 -12 19 20 21 -19 -20 -7 -25 26 -1 -27 29 -16
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18 18 22 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00057942066023784061 -0.0069385907303578867 0.0029959149124912897 -0.0030901875538311579 0.00188755630663537 0.0022208750198758971 -0.0089430260886996203 0.00017099041055062517 0.0023584961288920744 0.0051426613092393353 -0.0067981280696544537 0.0034865677355265835 -0.0058034638553308331 0.0017667030941714438 -0.0066064203533181378 -0.0062381213823519653 0.0032525323824780876 0.0013285816480774627 -0.00036824220367159366 2.2325248467041217e-05 0.0031272485459814562 0.0029428440542929504 -0.0067084812768254797 -0.0090024645812517429 0.006058509696917006 -0.0066370260553952707 -0.0074373965937354087 -0.0041579507549081374 0.00094985976132476435 -0.0073904549100540931 0.0010501935820160303
leaf_weight=22.375561708584428 6.9450240731239345 6.1103795915842083 12.800478795543311 129.80849853903055 7.5001954659819665 2.3089797012507907 93.779075466096401 10.266552582383154 5.6895695924758902 4.8365205451846114 9.0982443019747716 6.4081011414527875 4.4721955955028534 5.0860912855714551 4.9622716084122676 3.2099506780505171 94.477691739797592 7.403645724058161 2.941369302570819 10.427783835679291 3.6567506715655318 9.3500880748033506 3.967213723808527 1.9334785901010034 2.6122770775109529 5.9813820123672468 12.310369001701472 2.9511163234710693 5.3947637230157843 5.319373831152916
leaf_count=136 127 47 276 444 40 15 438 34 16 81 29 49 20 104 44 15 359 39 19 36 17 85 35 8 47 83 153 17 61 26
internal_value=0.00020722 -0.00268559 -0.00112368 0.000363525 0.0005408 -0.000156218 0.00116758 -0.0010335 0.000237837 6.75666e-05 0.000276334 0.000461397 -0.00269185 -0.0022795 -0.00144548 -0.00290147 0.000704163 -0.000555172 -0.00152937 -0.000715984 -0.0026795 -0.00390667 -0.00516011 -0.00383283 -0.00123714 -0.00183188 -0.00110192 -0.00466642 -0.00416158 -0.00246739
internal_weight=504.385 25.8559 18.9109 478.529 424.644 201.057 223.588 53.885 169.584 163.894 159.058 152.203 10.8803 31.4726 26.3866 18.8864 141.323 46.8451 37.7469 30.8383 20.4105 16.7537 6.90858 6.85474 4.54576 43.6184 34.6859 8.9325 15.6764 10.2816
internal_count=2900 450 323 2450 2027 1145 882 423 855 839 758 688 69 290 186 146 619 260 231 177 141 124 54 70 55 389 289 100 131 70
is_linear=0
shrinkage=0.00572848


Tree=98
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 1 1 2 0 2 0 2 0 0 1 2 0 2 0 1 1 2 2 2 2 2 0 1
split_gain=4.89794 5.60522 4.44412 2.96762 3.87517 5.65412 4.69617 4.08719 5.62872 3.56767 3.53629 3.52926 7.12819 3.79481 3.22633 3.7079 6.45496 7.45436 5.15562 6.38688 4.07327 3.55569 3.54068 3.06752 5.12489 3.0191 2.94555 3.34271 2.87368 5.80169
threshold=0.48627286610000009 0.61532588845000014 0.50064369330000014 0.41932876265000008 0.38906020780000011 38.238138001450004 41.872669623500009 0.34193587020000005 0.31810424840000007 44.921040431000009 0.52215502530000013 34.997818021800008 0.54384599265000022 36.372781240150012 0.47470135625000004 0.47997065955000012 0.34632196640000007 43.968221017800005 0.47760546090000006 42.773538294100007 0.51589772760000019 0.38042274180000007 0.34491482290000003 40.305698932850007 42.718072821900002 37.962710038050005 48.315732392000008 48.988717865950008 0.48543456785000005 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=3 -2 -3 9 6 11 28 8 -8 -1 23 12 -6 -13 22 16 17 18 19 -16 -17 -22 -9 -7 -25 -15 -4 -28 29 -5
right_child=1 2 26 4 5 10 7 14 -10 -11 -12 13 -14 25 15 20 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.004798998205256479 -0.00702465703912867 0.0034596571698802588 -0.0053294880413215697 0.0017048741904667594 0.0056555570528394154 -0.0094076572636108968 0.0023886934258577361 0.0069918295162172102 -0.0083834332614989605 0.00029286390319946528 0.00040565243147624286 -0.0082819780998482657 -0.0042532589612920895 -0.001393396709198055 0.00055630144906281855 0.0014057496580932216 0.0042455898811866455 0.0023262967809046589 -0.0092739326417363675 -0.0083804449863211262 -0.0082742415978869031 -0.00019524743262319842 8.4671550075642848e-05 0.0059895080586316813 -0.006673038175338989 -0.0080963606179567972 0.006040837963643365 -0.0032672563110705678 0.0025195741691557368 -0.0018833617069779003
leaf_weight=8.3993124440312403 6.4986132998019484 5.9222447779029634 6.6648477129638177 65.890719089657068 4.7118152827024442 2.2958143949508658 2.6485504508018485 4.8247039988636953 4.4343204312026501 10.69106502458453 158.39357034116983 4.9221983980387476 5.2435001544654369 14.447141129523517 7.5042371451854795 48.11068669334054 5.0155688151717177 6.5161767378449431 6.2281661033630362 4.3001784458756447 2.890911076217888 5.2332711666822433 5.3501248955726624 1.9568509384989736 2.473881971091032 2.7312662936747065 2.1964673399925232 3.3007923308759928 61.712399713695049 20.102569604292512
leaf_count=180 127 33 223 229 14 16 11 10 39 50 780 54 88 105 38 179 15 25 53 45 33 25 39 9 52 31 11 56 221 109
internal_value=0.000176258 -0.00236741 -0.000693822 0.000310148 0.000406362 -0.000206905 0.000888578 -6.92997e-05 -0.00435533 -0.00194743 0.000229329 -0.00245395 0.000436548 -0.00375598 0.000247009 -0.000122147 -0.00179844 -0.0030333 -0.00497003 -0.00269923 0.000759132 -0.00307008 0.00335991 -0.00392266 -0.00108057 -0.00245913 -0.00271633 0.000451856 0.00155691 0.000866056
internal_weight=491.612 24.583 18.0844 467.029 447.939 197.176 250.763 103.057 7.08287 19.0904 165.12 32.0559 9.95532 22.1006 95.974 85.7992 29.5643 24.5488 18.0326 11.8044 56.2349 8.12418 10.1748 6.72655 4.43073 17.1784 12.1621 5.49726 147.706 85.9933
internal_count=2900 450 323 2450 2220 1149 1071 512 50 230 857 292 102 190 462 413 176 161 136 83 237 58 49 77 61 136 290 67 559 338
is_linear=0
shrinkage=0.00584668


Tree=99
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 2 2 1 1 2 2 2 0 2 2 1 1 1 0 2 1 1 2 1 0 0 2 1 0
split_gain=6.15084 6.10873 5.06242 4.70324 4.55644 5.53485 4.67785 3.68682 4.43728 3.62361 3.0138 2.8825 4.15013 2.84123 3.30293 3.19254 2.6754 6.9266 4.46722 13.6674 3.65749 3.2842 6.46142 7.36064 4.11202 3.1547 7.03647 4.6608 4.05577 7.32057
threshold=0.54910032635000017 0.4355408521000001 0.50663153795000015 0.47727612945000003 45.90502654165001 0.40850573335000007 47.833738492450003 36.735256530150004 0.43706775245000007 0.34524415440000006 44.758188263300006 42.718072821900002 40.421032462050007 0.41932876265000008 37.572218886150004 44.921040431000009 0.38906020780000011 0.41753240920000007 0.4211999641000001 0.54017843775000018 40.878805547300004 0.37982395740000008 0.37138109635000011 39.852039223600009 0.36927038110000004 0.52428071015000011 0.52646627350000019 38.771633980050005 0.40850573335000007 0.53484925600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 9 16 6 -6 8 -3 13 11 12 -11 15 -15 -1 21 25 20 -20 -19 22 24 -24 -5 27 -27 -18 29 -28
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0040735277832760174 -0.0033611891813353288 0.0051956197117801689 -0.0035985467955521998 0.0010882003040889102 -0.0044684218265149773 -0.0068289666797085469 0.0020890699589969975 0.00034859197931998441 -0.0058688927842050001 -0.0067241865764299229 0.0025675149021950018 -0.0066256493431174944 0.00025593378446010301 0.0034101297063111147 -2.5762862353446252e-05 0.00013101677337072355 -0.0031444197488313666 0.0014398492638161506 -0.0085129327588224554 0.0024140878209751295 0.0058171577930704911 0.0032325747349579818 0.0010060025747045717 -0.0080456260845849729 0.0044516405870599404 -0.0073301190847663783 -0.0022215668544514245 0.0025870900784283925 -0.0046522875501882254 0.0027229496003081713
leaf_weight=8.3288067206740397 20.839497465640306 1.1671430766582478 10.986249992623923 138.64006849005818 4.2595094256103065 4.2559920176863661 8.4703388661146146 84.259905852377415 4.946316234767437 3.2287816014140862 2.5004024729132643 5.0712404176592818 7.0976042486727238 9.0247993469238263 37.905662186443806 10.814066886901854 5.1480794847011593 9.8912349194288272 3.7684783469885614 14.295242823660372 10.002160117030142 20.424389019608498 5.2498693838715536 4.2237092666327953 10.164381645619867 4.8833828791975966 18.110449835658077 13.109565777704118 6.0457426458597174 13.704652130603789
leaf_count=176 167 6 319 513 39 59 36 440 109 43 10 58 41 30 172 50 31 33 50 45 21 58 21 38 34 46 119 53 39 44
internal_value=0.000151395 -0.000844303 -0.000326832 0.000472756 0.000776457 -0.00178985 -0.000105119 7.08943e-05 -0.00375653 -0.000592898 -0.00263017 -0.00347422 -0.00192656 -4.10396e-05 0.000634965 -0.00169832 0.00093345 0.000260151 0.0019721 0.000134478 0.00364071 0.0013063 0.00105773 -0.00302958 0.00131795 -0.000805072 -0.00156369 0.000970985 -0.000819924 -9.16702e-05
internal_weight=500.818 122.199 101.36 378.619 294.647 16.9858 12.7298 90.3734 6.11346 83.9714 17.898 15.3976 10.3264 66.0733 46.9305 19.1429 277.661 98.959 37.9571 18.0637 19.8934 178.702 158.278 9.47358 148.804 61.0019 42.7442 18.2576 37.8608 31.8151
internal_count=2900 1041 874 1859 1279 134 75 555 115 580 152 142 84 428 202 226 1145 481 149 95 54 664 606 59 547 332 248 84 202 163
is_linear=0
shrinkage=0.00510427


Tree=100
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 0 1 2 2 0 1 1 0 0 1 0 2 0 0 2 2 1 1 0 2 2 1 2 0
split_gain=2.70924 5.51301 3.52005 2.28495 3.85445 2.63181 3.86348 2.22212 2.31053 2.18928 2.12163 3.32084 3.24007 2.8313 2.4529 2.99147 2.37676 3.68415 2.72938 3.08006 4.94797 3.70578 3.33 3.85478 3.55611 3.38829 2.69541 2.53452 3.97942 4.10291
threshold=0.48627286610000009 0.61532588845000014 0.63075955810000017 0.48363821445000005 49.275256100300005 0.46613873835000008 0.60665848330000005 0.39745815990000005 49.842240509300005 46.051945193250006 0.47305469895000007 0.32272985840000007 0.30560462260000004 0.47470135625000004 0.45462710695000008 0.33672644530000007 0.47727612945000003 42.773538294100007 0.47778509625000004 0.47886290830000006 40.532725462000009 42.737166331000005 0.35585760905000008 0.34988473400000003 0.49320379630000005 41.261521012900012 43.968221017800005 0.34569324270000007 42.852084787850011 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 10 -7 8 -6 -4 11 12 -1 -12 -13 -16 17 -15 -18 20 -20 -22 23 25 -24 -21 -19 28 29 -27
right_child=1 2 9 -5 7 6 -8 -9 -10 -11 13 14 -14 16 15 -17 18 26 19 22 21 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.017538925870823778 -0.019698785649956325 0.010310675057568166 -0.017951694845693932 0.011262158368705526 -0.013236135382665506 -0.015332349053149563 0.0048322452362813424 -0.019567231346782631 0.0070213510147449539 -0.001317201732054742 0.011237643854825398 -0.0145325564238533 0.0037290757639635488 0.00060062938552806052 -0.016019474165784479 0.0015309862529116112 0.0088160862340356441 -0.023215034520194251 0.0029323417697196467 0.0078695272523244784 -0.02635000250753591 -0.0014781311769034564 -0.012255573311519474 0.014247148799705336 0.0007791196485869013 -0.019313575576819758 -0.0031660987188902767 0.0038474657239020863 0.0046611176682857898 -0.00024455454308541503
leaf_weight=2.1834223475307253 5.5929822260513928 5.4865509979426887 3.0715734334662539 5.4586651772260657 3.265425466001032 6.6636905800551158 4.351549943909049 3.9015269428491592 2.9867174103856087 7.6551129892468452 7.7625365257263175 7.9756162147969034 21.790675815194845 14.888560544699432 3.6218093261122695 10.466878268867729 13.292255640029905 3.9289599768817416 7.5723725706338865 25.992724508047104 4.1999614126980305 2.7440580576658249 5.9505730234086505 9.5931646823883039 227.36116940248758 6.3375507071614283 3.5243343040347099 26.472665153443813 8.8847233504056913 6.1690259352326393
leaf_count=91 127 47 180 20 20 82 29 78 25 96 24 113 123 67 28 56 41 45 26 87 36 13 40 32 1171 41 19 90 30 23
internal_value=0.000279748 -0.00544928 -0.000533714 0.000559017 0.000426799 0.000665205 -0.00736636 -0.00971008 -0.00355891 -0.00608047 0.00087549 -0.00249654 0.00179211 0.00128983 -0.0071564 -0.00298075 0.00107937 -0.0041817 0.0014205 0.00112375 -0.0063735 -0.0165214 0.00146734 0.00432094 0.000446672 0.00303163 -0.0137348 0.000404396 -0.00385655 -0.00990754
internal_weight=469.147 21.8062 16.2132 447.341 441.882 431.728 11.0152 10.1537 6.25214 10.7267 420.713 46.0384 23.9741 374.675 22.0643 14.0887 366.912 22.3419 344.57 331.278 14.5164 6.94402 316.762 83.4499 233.312 73.8567 7.45329 47.864 21.3913 12.5066
internal_count=2900 450 323 2450 2430 2307 111 123 45 276 2196 411 214 1785 197 84 1761 131 1630 1589 75 49 1514 303 1211 271 64 184 94 64
is_linear=0
shrinkage=0.0166449


Tree=101
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 0 2 2 1 2 1 0 2 0 1 1 2 2 1 2 1 2 2 0 0 1 1 1 1 0
split_gain=2.40526 2.54725 2.55934 2.61532 2.05375 1.57149 2.78734 4.16804 1.73476 2.15466 3.36166 4.41708 1.81649 1.63505 5.73967 2.13821 3.69898 4.20985 2.85263 2.50557 1.88695 4.24172 2.41903 4.92268 1.96272 3.84398 2.88235 4.66788 2.62344 4.40077
threshold=0.50064369330000014 48.315732392000008 48.988717865950008 0.66697104880000013 0.63514565435000014 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 32.785955158400007 0.38185982460000006 0.53136133645000017 33.384956903900012 0.61532588845000014 0.48627286610000009 0.48363821445000005 48.988717865950008 48.852845034800005 0.36106703390000006 50.448116877400004 0.46613873835000008 41.792045663550006 45.673096293200011 0.54191491270000014 0.5831561929500001 0.45877368940000007 0.46208197360000008 0.45393850480000009 0.44286099220000008 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 -1 -7 10 -10 -12 -11 14 15 16 17 20 -18 -20 22 -22 24 -24 26 -26 27 28 29 -14
right_child=1 2 3 -5 -6 8 -8 -9 9 12 11 -13 13 -15 -16 -17 18 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.018374731466717618 -0.015099002799197327 0.015057008473250635 -0.023779549840773784 0.0071473797478944223 -0.012630029855363104 0.011795363053834671 -0.028413163935771642 0.0069315858266829075 -0.026650111898473508 0.011842252643791356 0.015733376554614969 -0.020296047426464865 0.0014612414957099898 0.0085216790907186903 -0.020725767297776941 0.012465010776271197 -0.032397114028075769 0.015199630084592694 0.0015192962625131391 -0.019028077412519731 -0.021605460105453736 0.0032722140630057034 -0.01249958032639046 0.0066301499065616228 -0.02466517160646662 0.0056215758028800768 0.013580233631793712 -0.015266753230446175 0.0075159116102273046 -0.0059523492596471909
leaf_weight=3.0485407756641489 6.1017833752557618 2.2561413943767548 1.6623116917908194 1.5652970802038906 3.5081234453245989 4.1227929145097724 1.4306748062372197 5.1784688495099545 2.1736998111009589 4.3093214612454167 2.2686663903295994 1.798567648977041 309.12126471009105 7.6167538724839678 3.7247308846563092 4.4935508891940108 1.4511825144290904 5.8976741656661025 4.7204180657863617 2.7803151179105043 3.5780635587871057 4.6425455808639526 10.913109268993141 6.2303198277950278 2.4999094679951659 2.4428626485168934 5.4585488662123671 5.1216109134256831 18.627060692757368 25.559392213821411
leaf_count=116 283 11 26 40 38 26 10 20 37 20 7 54 1452 36 53 15 11 16 34 73 47 24 94 28 31 14 15 48 66 155
internal_value=0.000259133 -0.00746632 0.00102658 -0.00878088 0.000456835 0.000559038 -0.00629251 -0.00244574 0.000709577 0.000604614 -0.00941195 -0.00019916 0.000750267 0.000637767 0.000493853 0.000684978 0.000555569 0.000799812 -0.0103605 -0.00609705 0.000584371 -0.00755593 0.000757746 -0.00554739 0.00105081 -0.00969657 0.0011968 0.00100821 0.00124413 0.000895069
internal_weight=464.304 11.5855 5.48375 3.22761 452.718 449.21 9.65768 8.22701 439.552 435.43 6.24093 4.06723 429.189 424.879 417.263 413.538 409.044 400.092 8.95192 7.50073 394.195 8.22061 385.974 17.1434 368.831 4.94277 363.888 358.429 353.308 334.681
internal_count=2900 360 77 66 2540 2502 146 136 2356 2330 98 61 2232 2212 2176 2123 2108 1990 118 107 1974 71 1903 122 1781 45 1736 1721 1673 1607
is_linear=0
shrinkage=0.0171707


Tree=102
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 1 2 2 2 0 1 1 2 2 0 1 2 2 0 0 2 2 2 2 2 2 2 2 0 0
split_gain=3.80158 2.27611 5.26213 4.21896 3.67131 3.46244 2.67722 2.82274 3.58092 2.32739 4.68012 2.93258 4.54452 3.96526 2.40215 3.44341 3.45763 3.23145 3.1989 3.01433 2.78514 5.40968 2.34925 3.69967 6.74471 3.35089 3.55098 3.24932 4.1105 2.44921
threshold=0.50663153795000015 0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34524415440000006 44.758188263300006 42.718072821900002 40.421032462050007 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.43590012275000006 42.072181850200003 49.842240509300005 0.56055207925000017 0.54317236010000014 39.995120105550008 38.592454371550012 41.792045663550006 42.686561923500008 44.710446918150005 40.922041107600009 40.742467179200005 39.468990633150007 0.57161462230000015 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 7 8 -7 10 -6 -12 13 -13 19 16 20 -18 -17 -11 21 -16 25 -24 -25 26 27 28 -20 -30
right_child=-2 2 4 -5 9 6 -8 -9 -10 14 11 12 -14 -15 15 18 17 -19 22 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=8.3983804059759948e-05 -0.0052119279648250652 -0.010331896819752386 -0.0039268463976390696 0.0014933311953279286 0.0045027479524446957 -0.011269039491967954 0.0040032698034109752 -0.011114229554935471 0.00019313352749006322 0.00088588392285850431 -0.011085463480122579 -0.0043791044595144421 -0.01014810439864745 0.0096638562053864424 0.0010608327692821062 0.0044727114894169574 -0.011529368775391943 0.0014648251849692354 0.0045248924688246154 0.0060529641463490181 0.0019116039692101926 -0.014155437958283038 0.0057507740387919785 -0.0076899910904848412 0.0020644684989600034 -0.0080287224093598362 0.007296608205916065 -0.006546427074565259 -0.010653751685084039 0.0023957514076701015
leaf_weight=64.994540521875024 9.5096067376434785 3.9286184981465331 17.94891460519284 200.5481441244483 5.0643107369542149 2.8549082828685659 2.5147065445780745 4.821894906461238 7.2241924051195383 31.11490598320961 4.3895911723375312 3.3016136400401574 3.6884426847100258 2.7812006920576096 4.3859936669468942 14.15226064622402 5.270644959062337 1.9752763435244558 7.8874660804867833 11.649739161133764 10.720616430044172 2.9231692999601364 10.423434503376482 6.9857993014156845 22.341447297483683 5.4794880747795096 3.6924685090780249 7.3117644824087611 2.8867974244058132 1.7250134497880933
leaf_count=428 319 56 220 798 20 39 10 58 40 122 46 35 72 9 30 45 52 20 27 32 40 22 39 54 111 40 13 51 38 14
internal_value=0.000212396 0.000320995 -0.000407091 0.000815109 -0.000199804 -0.000835369 -0.00426635 -0.00566194 -0.00305353 0.000193354 -0.00264596 -0.00520254 -0.00255972 0.00204166 0.000555029 -0.000132313 -0.00293191 -0.00798708 0.000721413 0.00229348 -0.000900308 -0.00502464 -5.09796e-05 0.00131684 -0.00025906 -0.00192697 -0.000504436 -0.00195843 0.000725435 -0.00577268
internal_weight=484.497 474.987 192.029 282.958 188.1 82.4102 17.4157 14.901 10.0791 170.151 19.2252 14.1608 9.77126 6.08281 150.926 108.162 25.2757 7.24592 82.8859 42.7646 18.0298 7.30916 68.7337 39.7507 29.3272 28.983 23.5035 19.811 12.4993 4.61181
internal_count=2900 2581 1208 1373 1152 575 147 137 79 932 182 162 116 44 750 596 164 72 432 154 92 52 387 204 165 183 143 130 79 52
is_linear=0
shrinkage=0.00866462


Tree=103
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 1 0 2 0 0 1 1 0 1 1 2 2 0 1 1 0 1 0 1 1 1 2 2 2 2
split_gain=4.41601 2.66242 5.43951 4.61746 3.8487 2.91077 2.67467 3.10766 2.44657 3.61943 2.40808 2.46376 2.37896 4.49445 2.96822 4.5155 3.71462 2.54336 2.93327 3.93838 2.89029 2.32577 7.47266 3.76417 5.85461 4.21077 2.3141 4.52459 2.25805 2.74974
threshold=0.50663153795000015 0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34524415440000006 0.42314601355000009 37.572218886150004 0.52366695610000014 0.52772372085000019 0.31308942845000004 0.30560462260000004 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.42019700010000005 0.40367054880000008 0.54317236010000014 0.34500464060000008 0.47577916830000005 0.34307356065000005 0.32600820335000008 0.34193587020000005 48.315732392000008 48.988717865950008 44.758188263300006 42.718072821900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 6 10 -8 -5 -10 11 -1 13 -6 -15 16 -16 20 19 -19 -14 22 23 24 -9 -26 -2 -28 29 -7
right_child=26 2 4 8 12 28 7 21 9 -11 -12 -13 17 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0079438325079149563 -0.007947789821914469 -0.0089454311143965185 -0.0034153660768970113 0.0016115404226821517 0.0036736641588863356 -0.0023949688837894205 0.0052192542762561148 0.0026901073271993524 -0.0062540419768394324 0.0016934457002202394 -0.0084580196330788452 2.0424075971414492e-05 0.00085809367648337776 -0.009564446384868407 -0.0036002648144730126 -0.0087568474527370682 0.0081530856721023972 0.0019636799892200274 0.00025736188498309208 -0.0083522114993779973 0.0052177153411730208 0.0044961131835207372 -0.0089700522768012183 0.0045257918453010804 -0.011298637819083409 0.00037562461656322758 0.0067587284686598777 -0.0082701794273696908 0.003033834737243495 -0.009451139506906639
leaf_weight=2.5605526957660976 5.5000315895304066 4.0346837826073161 18.391603803262115 189.72823594138026 5.182127699255946 9.6699163131415862 8.0826288685202581 8.9848762676119893 5.6399263516068441 7.4370569139719009 2.9948837626725426 14.408506784588097 31.300750814378262 4.4077374190092078 3.2801353316754085 3.6314130276441574 2.781461663544178 3.4212404675781709 97.870403446257114 5.2508888356387615 11.691309273242949 5.6890852004289618 5.1187779158353797 9.9837718307971937 4.1210587397217742 2.979850098490715 2.2571898326277733 2.2280852366238832 2.5197901353240004 4.5438863132148972
leaf_count=91 249 56 220 732 20 79 25 36 37 29 63 82 122 46 35 72 9 28 523 45 32 21 32 31 36 11 11 59 10 58
internal_value=0.000228682 0.000332039 -0.000350585 0.000790965 -0.000165351 -0.000711219 5.89864e-06 0.00101779 0.00139581 -0.0017342 -0.00227295 -0.00118135 0.000188718 -0.0022845 -0.00447417 -0.00215945 0.00179295 0.000507646 -0.000112164 -0.00428249 0.00204365 9.69367e-05 -0.00070552 0.000917227 -0.00132246 -0.00639961 -0.0046953 -0.000706965 -0.00349354 -0.00465069
internal_weight=485.692 475.707 191.244 284.463 187.209 81.6576 64.924 44.96 202.805 13.077 19.9639 16.9691 168.817 19.2829 14.1007 9.69301 6.0616 149.535 106.543 8.67213 42.9921 36.8774 31.1883 26.0696 16.0858 7.10091 9.98531 4.48528 16.7336 14.2138
internal_count=2900 2581 1208 1373 1152 575 428 192 798 66 236 173 932 182 162 116 44 750 596 73 154 167 146 114 83 47 319 70 147 137
is_linear=0
shrinkage=0.00748158


Tree=104
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 1 0 1 0 0 1 2 2 2 0 0 2 0 2 0 0 0 2 2 0 1 2 2 0 0
split_gain=4.74972 3.091 5.79737 5.75913 4.17668 3.84314 3.22075 5.86605 2.83807 3.48687 2.73508 4.60427 4.50839 2.61265 2.88529 8.19809 3.97545 2.75494 5.15834 3.00823 2.83864 2.50033 3.1517 2.49636 2.45685 2.94462 3.48938 3.25214 3.22264 2.92209
threshold=0.50663153795000015 0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34524415440000006 0.53136133645000017 0.39584144190000009 0.52324780695000006 0.52772372085000019 0.39904493880000008 44.215931556700006 43.968221017800005 40.621691032550004 0.47778509625000004 0.47886290830000006 42.737166331000005 0.51017933595000009 43.45354240915001 0.50300889195000009 0.50482021495000018 0.42314601355000009 37.572218886150004 44.921040431000009 0.54511840960000013 0.43590012275000006 42.072181850200003 49.700765821350011 0.56055207925000017 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 21 7 -6 13 -10 -9 12 -12 -5 -15 16 -16 19 -19 -17 -21 23 -23 -1 29 26 -26 -28 -27 -8
right_child=-2 2 4 8 6 -7 24 10 9 -11 11 -13 -14 14 15 17 -18 18 -20 20 -22 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.0051944092819399441 -0.004997462092720637 -0.0092995858344911767 -0.0036852407854097119 0.0028034951104740336 0.0042992378804807716 -0.0040183641848696343 0.00088735968256895112 -0.010023305892635838 -0.0056499604551018016 0.0019136901436854412 -0.0045593718000355738 -0.009233946457623439 0.0086103580477653614 0.0045933510573589031 -0.012113265969232354 0.00099310450250688319 -0.00033702091451217649 0.0016413393197914979 -0.011039847434989324 0.0085628565812585107 0.0011650576942037257 0.0053766907856837715 7.0306645088259043e-05 0.00024273774957817289 -0.00055155593105955011 0.003975326158296922 -0.010147512366239579 0.0014065065873597065 -5.5031993645869573e-05 0.0053939151410887171
leaf_weight=9.2161888070404547 9.9861735235899669 4.2218525931239119 18.331079738214612 83.692693762481213 5.2275497317314175 17.749210700392723 31.139374643564224 4.66377118974924 6.9682227931916696 7.411289244890213 3.4851820617914182 4.121393671259284 2.7326136864721775 11.744707457721232 4.2304362878203383 69.71300283819437 2.8119451329112053 5.0693578794598562 3.0138402990996838 6.5545777231454831 5.7266837805509567 7.9785402566194525 38.048126839101315 10.814615931361912 17.654048427939419 14.115325056016443 5.1322276741266242 1.9929205961525438 68.043707028031349 11.650139875710009
leaf_count=185 319 56 220 286 20 147 122 46 43 29 35 72 9 35 35 259 13 20 33 19 26 25 167 51 92 45 51 21 387 32
internal_value=0.000242674 0.000350958 -0.000403506 0.000850514 -0.000204037 -0.000847154 0.000171433 -0.00270335 0.00153805 -0.00175161 -0.00514329 -0.00294203 0.0012285 0.00178371 0.000999718 0.000565139 -0.00741114 0.00118874 -0.00308687 0.00161024 0.0051133 4.92963e-06 0.000990147 -0.0022589 0.00055986 -6.21391e-05 -0.00238157 -0.00691583 0.000637403 0.00211434
internal_weight=493.241 483.255 192.511 290.743 188.289 83.8067 169.958 20.2305 206.937 14.3795 15.003 10.3392 6.2178 192.557 108.865 97.1198 7.04238 90.0775 8.0832 81.9943 12.2813 66.0575 46.0267 20.0308 149.728 106.938 24.7792 7.12515 82.159 42.7895
internal_count=2900 2581 1208 1373 1152 575 932 182 798 72 162 116 44 726 440 405 48 357 53 304 45 428 192 236 750 596 164 72 432 154
is_linear=0
shrinkage=0.00767626


Tree=105
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 0 2 0 2 1 0 1 0 0 0 2 2 0 1 2 0 2 2 2 2 2 1 1 0 2
split_gain=7.84176 8.89886 6.2994 5.91104 5.08594 4.55165 4.67331 4.7472 4.57431 3.77414 4.02801 3.53127 4.20246 5.08667 7.37145 3.36799 5.38285 3.34802 3.41465 4.55326 3.56316 3.36329 3.31288 3.26906 4.927 3.02916 2.97014 9.21448 2.77794 2.79165
threshold=0.39078171310000004 0.47727612945000003 37.186372654950006 0.53136133645000017 0.50663153795000015 0.52366695610000014 40.621691032550004 0.51017933595000009 43.45354240915001 0.34518427590000006 0.42314601355000009 0.34632196640000007 0.47760546090000006 0.47886290830000006 0.47796473160000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.43590012275000006 42.072181850200003 0.56055207925000017 49.842240509300005 44.921040431000009 39.995120105550008 38.592454371550012 37.572218886150004 0.39584144190000009 0.39458399450000009 0.53839705400000015 45.33565396960001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 15 17 6 -3 11 -9 10 22 12 -8 14 -14 16 26 28 19 23 -20 -21 -1 24 -19 -12 27 -4 29 -5
right_child=2 5 3 4 -6 -7 7 8 -10 -11 25 -13 13 -15 -16 -17 -18 18 20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051354064634883305 -0.0040784546301473592 0.0031627988851624703 -0.0056679939239943321 -0.0023242468370419825 -0.0044775716692563852 -0.0027334508039556144 0.0058781011867936866 0.00048040220187264832 -0.0098700251151252905 -0.003385866403955416 0.0048546176180109682 0.0030863891851499042 0.00065395972305041692 0.00087401721889109377 -0.010867386270184454 -0.0080922901880837485 0.006313801591455971 0.00049432775296171568 0.0035804757838017267 -0.0092760929324579647 -0.0001049568322211809 0.00079192984745083078 0.00019471107130283308 0.0019328044458782876 -0.010881150193436008 0.00030251723384435526 -0.0065974642294239312 0.0071617741210195244 0.0031647561125780514 0.0039221476692948114
leaf_weight=10.509458551183345 22.020998427644372 89.182226285338402 7.2692541629076093 10.379860907793043 9.9432897269725782 9.6989866048097593 6.0349164977669707 4.571414850652217 3.4071665443480015 19.787115413695574 8.2005787268280965 38.785814233124256 5.8417006433010084 48.258136339485645 4.4907785281538963 5.1808045506477347 3.0441036596894255 4.494758725166327 14.46891714632511 5.7188874743878833 70.123436789959669 2.0646798275411129 10.820736952126024 10.845884568989275 2.8412152379751205 36.129666589200497 7.7319215312600127 3.9502831399440765 31.644204936921597 4.7766002565622321
leaf_count=185 293 283 58 52 253 52 16 19 35 156 25 134 22 178 36 86 10 30 45 53 387 21 51 40 22 158 76 9 99 16
internal_value=0.000326961 0.00104281 -0.000650829 -0.000262715 0.000212398 0.00179054 0.0020093 0.00108578 -0.00393964 -0.000797207 -1.71017e-05 0.00147351 0.00050552 -4.78634e-05 -0.00435353 -0.00318758 -0.00203233 0.000508752 -0.000132953 -0.00227782 0.00052541 -0.00660544 -0.00243146 -0.000425195 -0.00391138 0.0011446 -0.00337294 -0.00115077 0.00202466 -0.000355678
internal_weight=512.218 295.719 216.499 194.478 167.302 210.271 200.572 111.39 7.97858 85.4476 65.6604 103.411 64.6255 58.5906 10.3325 27.1764 21.9956 157.358 110.558 25.9654 84.5924 7.78357 21.3302 18.1819 7.33597 44.3302 18.9515 11.2195 46.8007 15.1565
internal_count=2900 1350 1550 1257 1018 775 723 440 54 575 419 386 252 236 58 239 153 765 598 166 432 74 236 92 52 183 143 67 167 68
is_linear=0
shrinkage=0.00676168


Tree=106
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 1 0 0 0 0 2 0 2 2 2 0 1 2 1 0 0 2 1 1 1 2 1 0 1 0
split_gain=11.6782 10.3235 7.96437 10.1286 4.73621 4.95921 4.73082 4.61557 6.48563 5.60293 3.87759 4.45923 3.7245 4.52054 4.51402 3.56011 7.90035 5.82019 5.63385 9.92508 5.89695 9.09084 4.81888 7.50666 4.42148 9.90333 6.02417 6.05921 4.89409 4.49259
threshold=0.57600071855000012 40.742467179200005 44.269496632500008 0.41932876265000008 0.48627286610000009 0.44922307715000004 0.61532588845000014 0.51017933595000009 0.53136133645000017 0.5339660489000001 45.027406014450008 0.68186581240000022 48.008184682100008 48.988717865950008 45.154229826150008 0.47886290830000006 0.38906020780000011 38.238138001450004 0.3447651268000001 0.47670728420000003 0.47778509625000004 40.305698932850007 0.39904493880000008 0.39584144190000009 0.45206730335000006 39.468990633150007 0.44705248345000009 0.54910032635000017 0.46419268885000003 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=2 -2 3 -1 5 -3 -6 12 -9 -10 -8 -12 14 -14 -4 18 -17 -18 -5 -20 -21 -22 23 -19 26 -26 27 -24 -27 -29
right_child=1 4 7 15 6 -7 10 8 9 -11 11 -13 13 -15 -16 16 17 22 19 20 21 -23 24 -25 25 28 -28 29 -30 -31
leaf_value=-0.0035553969122615278 -0.0042173483419622364 -0.0028328734168391306 0.00036597828314381269 0.0010926662521422857 -0.0050775469719650098 0.001550724241464545 -0.0046473518716492381 -0.0052338408052956167 0.0029267398554308453 -0.0023421594135005813 0.0014370553348742991 -0.0045173173989856725 0.0031747168192252043 -0.0012144427266168305 -0.0043165125863363941 0.00154223831734028 -0.0013523778561327223 0.00040275233371897838 -0.0037154780757808589 0.0015793242025948187 0.0019968858236795806 -0.0053463748207339835 0.0018533778509579437 -0.0044506971998241364 0.0026755254784259345 -0.0072998626259275778 0.0044081493939473236 -0.003877548674140141 -0.00049863903334010893 0.00030220924373790118
leaf_weight=9.5020449403673393 16.510329579934478 5.3733018152415779 8.6542116440832633 40.671329155564308 5.7155674472451237 21.34024515748024 3.402430064976218 8.4936866033822316 4.6842588484287289 11.846044857054947 10.419887460768221 2.6174028925597659 9.4982192069292086 6.6252444982528678 5.6662950925528994 160.10723999887705 30.327020838856697 20.24665612727404 15.025142218917606 20.949685573577881 5.0618504211306554 6.2864644899964333 48.558721959590912 7.1799776703119269 6.1790377870202047 4.0824234932661057 9.8814764916896802 5.4968885555863407 3.0930765345692635 19.275159865617752
leaf_count=168 302 37 54 149 82 86 78 103 14 88 49 60 26 30 47 537 204 94 134 75 15 45 168 57 19 31 21 32 16 79
internal_value=0.000185191 -0.00142923 0.000411018 0.000606374 -0.000487265 0.000668985 -0.0018814 -0.00103976 -0.00233737 -0.00084909 -0.000770206 0.000241639 2.68295e-05 0.00137118 -0.00148678 0.000704642 0.000907568 0.000249098 -2.04662e-05 -0.000977135 0.000296752 -0.00207096 0.000640797 -0.000867825 0.00106927 -0.00110908 0.00141887 0.00101606 -0.00436812 -0.000625274
internal_weight=532.771 65.3792 467.392 411.924 48.8688 26.7135 22.1553 55.468 25.024 16.5303 16.4397 13.0373 30.444 16.1235 14.3205 402.422 314.428 154.32 87.9945 47.3231 32.298 11.3483 123.993 27.4266 96.5668 13.3545 83.2122 73.3308 7.1755 24.772
internal_count=2900 694 2206 1844 392 123 269 362 205 102 187 109 157 56 101 1676 1258 721 418 269 135 60 517 151 366 66 300 279 47 111
is_linear=0
shrinkage=0.0040783


Tree=107
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 1 0 1 1 1 0 2 1 2 2 0 0 2 2 0 2 2 1 1 0 0 1 0 2
split_gain=7.83242 4.49806 7.54978 6.29875 4.8129 3.70556 4.73324 3.54324 3.6066 4.39156 3.46758 4.01255 3.23962 3.07931 4.42342 3.91179 2.99991 3.67638 3.02977 2.96899 2.80709 2.78024 2.85354 4.55234 2.57128 12.9948 4.6603 3.0951 2.56357 3.05985
threshold=0.50663153795000015 0.39167988980000007 0.47727612945000003 0.39388042275000007 37.186372654950006 0.53136133645000017 0.39584144190000009 0.54511840960000013 0.41917906650000009 0.40367054880000008 0.34518427590000006 0.42314601355000009 44.921040431000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.52366695610000014 0.52772372085000019 40.621691032550004 37.572218886150004 0.54317236010000014 40.421032462050007 41.792045663550006 0.34581299960000006 0.34193587020000005 0.4447920721000001 0.47577916830000005 0.34494476210000008 0.56859076075000015 34.997818021800008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 28 6 -6 20 9 -9 11 12 -1 -8 15 -15 18 -18 -4 -13 -7 -12 -23 -24 25 -21 -26 -28 29 -5
right_child=-2 3 16 4 5 7 13 8 -10 -11 21 19 -14 14 -16 -17 17 -19 -20 24 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0040112360956923573 -0.0040238245397571154 -0.0066408228457183879 0.0022013479852177726 0.0011430865821773612 0.0023843770630669029 0.00086162936681092282 -0.0071766684939720844 0.00047282695694727888 0.00014711392337389017 -0.0076882390845179746 -0.007257614678054157 0.0037814872421519678 0.00013957022293530912 -0.0029758233885052196 -0.0063205375266219077 0.0054668127195290402 -0.00447668011254671 0.0012662065847964075 0.00085418443150251538 0.0022265647184294638 0.0039273649636489272 0.0021615311428108282 -0.0072748410959689851 -0.00049083021663685162 0.0032298551498529909 -0.0084967987170955338 -0.0051169569088664385 0.0014525984405879943 -0.006005613332814224 -0.0038164536406246185
leaf_weight=10.993612332269551 12.574863184243439 4.5254405736923209 88.004267990589142 6.7249858416616943 5.2844416499137905 32.495701543986797 4.7804086729884139 3.8057309836149207 105.12517883256078 3.9509879089891911 3.1707890462130335 8.4927695095539075 11.119142718613146 3.5628851316869241 4.1404030919075012 2.9488765224814415 5.7493005432188493 7.6215885952115059 110.9680780172348 9.4317244589328748 12.031775481998919 4.1752934269607094 4.6354589723050577 7.8036696538329124 14.475349918007852 5.1291489452123633 4.2277496084570867 4.205718919634819 5.1256966013461343 8.0173996612429601
leaf_count=185 319 56 290 38 20 122 46 28 531 37 40 25 51 35 72 9 37 29 442 34 32 17 48 51 44 40 24 16 114 68
internal_value=0.000202878 0.000308603 0.000729857 -0.000315839 -0.000171273 0.00011106 -0.00204462 0.000394774 -0.000116151 -0.00368412 -0.000606898 -2.6184e-05 -0.00192405 -0.0035612 -0.00193868 0.000847457 0.00128296 -0.00120316 0.00145003 0.000886889 0.00169002 -0.00260497 -0.00171703 -0.0030189 0.000230808 -0.0015508 0.0013632 -0.00184076 -0.00270251 -0.00155408
internal_weight=515.298 502.724 300.204 202.52 197.994 178.126 20.717 157.409 112.882 7.75672 87.8604 68.0752 22.1128 15.4326 10.6522 6.51176 212.343 13.3709 198.972 45.9625 44.5275 19.7852 16.6144 12.4391 37.4697 14.5609 22.9088 8.43347 19.8681 14.7424
internal_count=2900 2581 1373 1208 1152 932 182 750 596 65 575 419 236 162 116 44 798 66 732 183 154 156 116 99 158 74 84 40 220 106
is_linear=0
shrinkage=0.00542213


Tree=108
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 0 2 0 2 2 0 0 0 1 1 0 1 1 0 0 2 0 1 1 1 2 2 2 0
split_gain=8.74342 9.21231 5.85442 6.04412 5.92098 3.39158 4.26111 3.70826 3.38287 3.42876 3.36261 3.31072 3.14955 5.28053 4.7386 3.96767 4.02092 3.25147 5.06071 9.83414 5.34393 3.19528 5.40656 3.01174 9.26694 2.777 4.11658 2.80299 2.7714 3.83736
threshold=0.39167988980000007 0.47727612945000003 37.186372654950006 0.53136133645000017 0.50663153795000015 0.34518427590000006 0.42314601355000009 37.572218886150004 0.52324780695000006 40.621691032550004 44.921040431000009 0.52772372085000019 0.54910032635000017 0.55240861050000023 0.39971857130000005 0.43166372265000008 0.56055207925000017 0.40621538280000008 0.41917906650000009 0.53905571685000009 0.54317236010000014 40.259171735100004 0.55754318735000019 0.39458399450000009 0.39584144190000009 0.39904493880000008 44.215931556700006 43.933728833200007 44.758188263300006 0.47694679800000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 23 12 6 10 -8 9 -3 -1 -10 14 -14 -5 21 -17 -16 19 -19 -20 -15 -23 -4 -25 -26 27 -27 29 -7
right_child=2 8 3 4 -6 28 7 -9 11 -11 -12 -13 13 15 17 16 -18 18 20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0041988022423979053 -0.0032600220658139589 0.0024279150038482335 -0.0070063467518058321 -0.0029575992596483037 -0.0039008412093401732 -0.0051303316839067022 0.0041321410694068689 0.00012950261815695106 -0.0037261755414426463 0.00099874935463122234 9.5109813005068568e-05 0.0014372063497065544 -0.006305103300591002 -0.0072990906986089999 0.0049142732157573359 0.0032679738034523194 -6.4605084747432104e-05 0.0034616539818947837 -0.00070961582048329613 -0.0067972484547137984 0.004248589545016751 0.0045210299962858795 -0.0047702791725708019 0.0054835447682708861 -0.0072849185206753939 -0.0029935819591934113 -0.0064932280492374398 0.0041839632290785224 0.0026747172569651333 0.00052260798197315504
leaf_weight=10.962300444021823 22.114418141543865 89.625046320259571 4.2952299639582661 6.6005183085799208 10.477015240117906 12.023935031145816 8.4898836910724622 37.288101688027382 7.2232769876718503 113.88485587760806 10.834017530083655 7.6283769160509109 4.1015556678175917 3.5619947314262372 9.1493866145610792 12.691146716475485 73.24393055588007 5.4242411404848081 9.9725512862205523 5.7522863820195198 18.622051849961281 3.1206138245761395 4.6732325851917267 3.9882310740649727 4.8524759262800208 3.4139356799423677 4.2444470915943384 3.1031891778111458 2.5397595018148413 5.113555319607257
leaf_count=185 289 286 51 40 253 123 25 158 43 440 51 29 30 35 23 41 395 17 40 35 49 15 42 10 46 32 72 12 10 23
internal_value=0.000251645 0.000844479 -0.000597352 -0.000289526 7.75895e-05 -0.000656826 -7.5292e-05 0.000871823 0.00144436 0.00162815 -0.00206448 -0.00107407 0.000343227 -0.000229819 0.00138972 2.6301e-05 0.00042756 0.00197628 0.00130039 -0.00181835 0.00251938 -0.00301022 -0.00105009 -0.00286099 -0.00195266 -0.00385206 -0.00230416 0.000424072 -0.00265389 -0.00344358
internal_weight=519.016 305.613 213.402 191.288 167.391 87.2516 67.5743 45.778 218.362 203.51 21.7963 14.8517 156.914 101.392 55.521 97.2909 85.9351 48.9205 39.7711 11.1765 28.5946 11.3558 7.79385 23.8975 19.6023 15.614 10.7616 6.51712 19.6772 17.1375
internal_count=2900 1373 1527 1238 1015 575 419 183 798 726 236 72 762 558 204 528 436 164 141 52 89 92 57 223 172 162 116 44 156 146
is_linear=0
shrinkage=0.00546599


Tree=109
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 1 0 1 1 2 2 2 2 2 2 2 0 0 2 2 0 0 1 2 2 0 2 2 2 2
split_gain=3.37549 2.19089 5.08267 3.75367 3.30165 2.50684 2.41847 4.23575 2.82421 4.16139 3.57464 2.24535 2.83491 2.7711 2.14823 3.66691 2.08666 2.07579 2.95531 2.1774 2.06242 2.80226 2.69226 3.31273 3.32855 2.56321 2.33875 5.08926 2.06917 3.72437
threshold=0.50663153795000015 0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34524415440000006 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 44.758188263300006 42.718072821900002 42.131954243650007 48.315732392000008 48.988717865950008 0.47305469895000007 0.56859076075000015 34.997818021800008 36.372781240150012 0.54511840960000013 0.54317236010000014 0.43590012275000006 42.072181850200003 49.49736495185001 0.56055207925000017 39.995120105550008 38.592454371550012 41.792045663550006 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 3 -3 5 17 -1 7 -6 -9 10 -10 12 13 16 -2 -16 -7 18 -4 -20 21 -8 23 26 -25 -24 27 -22 -27 -30
right_child=14 2 4 -5 6 11 20 8 9 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 22 -23 25 24 -26 28 -28 -29 29 -31
leaf_value=-2.3810845521333135e-06 -0.017607490034589106 -0.019854484855881434 0.0042581555174682432 0.0027773673780651371 0.0077546612828705633 -0.02016966902673583 0.0015569211052122206 -0.021337198982996682 -0.0082807764155634605 -0.019509851900731068 0.017805750764254412 0.0072462357436857486 -0.021012783712565757 0.0098360543475340626 0.01301823730300102 -0.018195384001089866 -0.0017655170085558924 -0.018297862893400258 -0.021799934851911833 -0.0036507066312268383 0.0028091746259215722 0.011233372769869285 0.0078438592057397429 -0.022139570526017172 0.003545397686400577 -0.0034990010506876119 0.0037265717738502071 -0.026373932290704574 0.01108132746699283 -0.00066479705213242475
leaf_weight=64.019240560010076 4.6736435303464514 3.834030218422412 6.2336362861096877 200.29112166166306 5.0758882723748711 3.2355383187532443 31.044209323823452 4.3219792172312728 3.2517986986786109 3.4874324146658182 2.6872077807784081 2.5128799676895133 4.4245292488485566 2.6248825192451477 2.3195435777306557 1.932489914819598 3.6975045129656792 3.7657539518550029 3.1975859627127647 4.3984255418181419 4.2393191792070928 11.483675599098204 13.815394848585127 4.9693454802036277 1.9748280793428419 28.459921400994062 10.698446094989775 2.7658162340521812 10.27734689041972 28.606124326586723
leaf_count=428 249 56 38 798 20 49 122 46 35 72 9 10 58 14 11 59 16 114 37 31 30 32 45 50 22 183 40 22 39 165
internal_value=0.000419632 0.000613504 -0.000781716 0.00155053 -0.000385917 -0.0015014 0.000339954 -0.00531101 -0.0101348 -0.0049986 0.00352253 -0.00731916 -0.00993681 -0.00480954 -0.00977597 -0.00116792 -0.0103544 -0.00728179 -0.00428216 -0.0112907 0.00105709 0.00416982 -0.000194047 -0.00503841 -0.0148351 0.00127718 -0.00119569 -0.0087131 -6.99685e-05 0.00243984
internal_weight=478.32 469.394 188.588 280.806 184.754 80.5146 167.159 18.8243 13.7484 9.42644 5.93901 16.4953 13.9825 9.55793 8.92568 4.25203 6.93304 17.5954 13.8296 7.59601 148.334 42.5279 105.807 24.6478 6.94417 81.1588 17.7036 7.00514 67.3434 38.8835
internal_count=2900 2581 1208 1373 1152 575 932 182 162 116 44 147 137 79 319 70 65 220 106 68 750 154 596 164 72 432 92 52 387 204
is_linear=0
shrinkage=0.0167361


Tree=110
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 0 1 2 0 1 1 0 2 1 0 2 0 0 1 1 2 1 1 2 2 2 1 0 0 1
split_gain=12.4235 6.57882 7.60029 8.8806 7.53557 7.19564 5.73548 5.74337 5.47376 6.35316 4.40234 4.42809 9.50631 8.41412 5.95852 4.21087 3.84004 3.97086 8.54655 5.59111 4.7736 3.81924 6.73667 6.3173 5.09289 4.19394 3.57663 3.43886 4.7447 5.12261
threshold=0.48627286610000009 0.42314601355000009 0.39078171310000004 41.919251152600005 38.238138001450004 0.53136133645000017 0.34193587020000005 48.461603274950008 0.61532588845000014 0.50064369330000014 0.3447651268000001 0.47997065955000012 43.968221017800005 0.34632196640000007 0.51589772760000019 48.315732392000008 0.52324780695000006 0.48607826115000008 0.35585760905000008 0.35877668335000007 40.660558922250004 0.32272985840000007 0.33672644530000007 39.468990633150007 40.12915366295001 40.621691032550004 0.38042274180000007 0.56859076075000015 0.52877159370000015 0.3979222179000001
decision_type=2 2 2 2 2 2 2 2 2 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 16 27 -6 7 -5 -2 -10 -8 12 13 -12 -13 -1 17 18 21 -19 -20 -3 -23 -24 -25 -26 -16 28 -4 -30
right_child=8 2 4 6 5 -7 10 -9 9 -11 11 14 -14 -15 26 -17 -18 19 20 -21 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.0029799724667275655 -0.0051037738493348705 0.0044199914826515106 -0.0053685649547452995 -0.0061218122694190295 -0.0018506687731002459 0.00052976613749340206 0.0029688922300429672 0.00096793054005096552 0.0021890035394410748 -0.0026192094056483686 -0.0042076157318184301 0.001177772105673018 0.0018412530257411817 0.0014543733388028065 -0.0057559512930141889 0.0005509022833247026 -0.0019017548866433374 0.0041300254799954096 -0.0069563958480734203 0.0015848634619882048 0.00056908589091885322 -0.0034441266576402309 0.0032190460439980259 -0.0021667203282196086 0.0031750551065762829 0.00045004694486719003 -0.00045817426005743001 -0.0047454910378682694 0.0030964931622056045 -0.0016710741353039228
leaf_weight=15.726927045732738 8.4743743911385554 5.9849124848842612 4.0618987902998986 4.8787129297852507 24.762070680037141 137.65813550725579 8.7135733217000944 3.0809765756130219 6.3125847280025509 16.189017985016108 16.757117763161663 49.449362196028233 11.176551088690756 5.8527727983891955 3.33451349288225 8.6536380350589734 5.5734600499272338 18.998680651187897 3.3581641204655162 57.246208257973194 2.3805915787816048 5.1541384011507025 21.722968298941851 8.9829509630799276 12.672492928802965 35.433911815285683 5.7169838100671768 6.1292924471199504 4.8465528190135982 16.090936627238989
leaf_count=210 127 13 43 37 220 603 24 11 33 290 126 172 41 32 33 32 25 49 35 185 11 28 61 40 33 125 27 104 17 113
internal_value=0.000179917 0.000333384 0.000438019 0.000858492 -0.000184319 0.000166853 -5.51012e-05 -0.00337757 -0.00231907 -0.00127032 0.000206736 -5.40608e-05 -0.00122583 -0.00274196 0.000622682 -0.00172672 0.00141929 0.00152694 0.000975464 0.00221907 -0.00383462 0.00128234 0.0010587 0.00135317 0.000643189 0.00116789 -0.00240984 -0.00201663 -0.00134757 -0.000567491
internal_weight=535.374 504.398 480.018 286.469 193.549 162.42 108.961 7.95969 30.976 22.5016 101.001 92.2873 33.7864 22.6099 58.5009 24.3806 177.508 171.935 95.6901 76.2449 5.73876 89.9514 83.9665 78.8123 57.0894 48.1064 9.0515 31.1287 24.9994 20.9375
internal_count=2900 2450 2208 1108 1100 823 503 48 450 323 455 431 199 158 232 242 605 580 346 234 46 300 287 259 198 158 60 277 173 130
is_linear=0
shrinkage=0.00406533


Tree=111
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 1 1 2 2 0 2 0 2 1 2 2 0 0 1 0 0 0 1 1 0 1 2 0
split_gain=10.998 5.81299 8.09443 8.28595 8.22595 8.11758 4.40324 5.28257 4.25658 4.93647 4.13096 4.02323 4.7069 5.73145 6.13625 3.87261 3.72036 5.45706 3.48288 8.53891 5.34573 5.09957 3.24568 4.65386 5.10961 4.14465 3.22106 4.72166 6.77892 3.17911
threshold=0.48627286610000009 0.42314601355000009 0.39078171310000004 38.238138001450004 0.53136133645000017 41.919251152600005 0.61532588845000014 0.50064369330000014 0.34193587020000005 48.461603274950008 48.315732392000008 0.51589772760000019 43.19689381845 0.50300889195000009 43.061965423550006 0.38042274180000007 44.215931556700006 43.968221017800005 0.54910032635000017 0.55335169605000012 0.42970270350000012 0.55754318735000019 0.56859076075000015 0.52877159370000015 0.3979222179000001 0.43166372265000008 0.47470135625000004 0.34542378970000004 42.541806567400009 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 22 16 29 -2 -8 9 -7 -1 12 13 14 26 -13 17 -5 -6 -20 21 -21 23 -4 -25 -26 -10 28 -28 -3
right_child=6 2 3 4 18 8 7 -9 11 -11 -12 15 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0041502508784996726 -0.0069022071953522409 0.0021206745502286087 -0.0075679986391796262 -0.0028681383169267666 0.001889584187368954 -0.0080590804460149452 0.0026159487929172274 -0.0036159133820135476 0.0038873275368450475 0.0015071254664298136 0.00084202482711108104 -0.0082537674089155667 0.0021943855404312428 0.0046522612072955848 -0.007799606458443179 -0.00048636759200780484 -0.0068668472741791322 0.0052916149287110083 -0.0074356037473403561 0.0018850837492215772 0.00097625533290926643 -0.0078480887640725392 -0.0067271482883836595 0.0041162339738201378 -0.005141034896722213 0.00066918148707899739 -0.0083624002737439605 0.00044646856463050982 -0.00013889091761510041 -0.0022524007733930361
leaf_weight=14.744722831994297 7.525765065103772 169.76185243204236 4.2043012417852941 17.151899844408042 55.41320438683033 4.3899468034505835 6.2253408506512669 15.502647610381244 4.8399924784898749 2.9419411420822144 8.5515299886465055 3.3205605298280698 37.731269627809525 6.3186721354722968 4.1272657439112654 5.6836134642362595 5.5687301494181147 3.1711900755763045 4.7079999260604373 2.8499570377171031 70.398234721273184 4.5868035890161991 6.0787011012434951 4.9192570671439197 8.9317872077226657 7.2740701735019675 5.9071342796087247 23.934863798320293 7.341337788850069 5.6077092662453643
leaf_count=210 127 580 43 124 196 37 33 290 20 11 32 33 145 19 32 27 86 10 35 16 311 45 104 17 74 39 41 102 36 25
internal_value=0.000270478 0.000469551 0.000605632 -0.000288662 0.000226732 0.00122504 -0.00313517 -0.00183041 -1.90655e-05 -0.00422061 -0.0023177 0.000291457 0.000655044 -0.000451914 -0.00115075 -0.00335083 -0.00272877 -0.0015949 0.000781426 3.74907e-05 0.000489515 -0.00411809 -0.00297734 -0.00207744 -0.000984712 -0.00253309 -0.000497739 -0.00106852 -0.00380553 0.00198084
internal_weight=529.712 500.459 477.162 195.256 163.848 281.906 29.2538 21.728 106.537 7.33189 23.2963 99.2047 90.2005 52.4693 46.1506 9.00417 25.8918 20.3231 137.956 82.543 77.835 7.43676 31.4081 25.3294 21.1251 16.2059 42.0233 37.1833 13.2485 175.37
internal_count=2900 2450 2208 1100 823 1108 450 323 503 48 242 455 395 250 231 60 220 134 603 407 372 61 277 173 130 113 199 179 77 605
is_linear=0
shrinkage=0.00571439


Tree=112
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 1 1 1 1 0 2 2 1 0 0 1 0 0 1 1 0 0 2 1 1 2 0 1 0
split_gain=3.38986 2.15344 3.89761 3.79714 5.06413 6.95723 3.82523 3.44285 3.2689 5.19495 8.44633 3.03779 3.91101 3.12652 2.9874 6.58507 3.11487 3.7972 2.965 4.68063 3.94572 4.05494 2.84208 4.87994 2.74637 6.21059 4.00658 2.61284 3.56417 2.59321
threshold=0.50663153795000015 0.52324780695000006 41.872669623500009 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39971857130000005 0.39724858540000008 0.40367054880000008 0.41640968835000008 0.52803808270000008 41.395309858300003 47.833738492450003 0.38398550940000004 0.54910032635000017 0.55335169605000012 0.42922367590000005 0.54422023290000021 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017 0.41932876265000008 41.24714903835001 0.34193587020000005 0.31810424840000007 44.921040431000009 0.47470135625000004 0.34491482290000003 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 22 4 -3 -6 7 11 -8 10 -10 -5 13 -13 16 -16 -11 -18 -7 -20 -21 -22 23 -1 25 26 -4 28 -26 -29
right_child=-2 3 24 6 5 18 8 -9 9 14 -12 12 -14 -15 15 -17 17 -19 19 20 21 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.024265736323598609 -0.012370305634813228 -0.02979279104092265 -0.023339859022122919 0.0078161186850746033 0.032574358872031306 -0.031257129144271957 0.014134902293852338 -0.021066163291836082 0.018901010650232843 0.0098735287073503444 -0.030442497712283228 0.0028676401847633325 0.0060576163953209548 -0.023545084919897437 -0.027430959022049159 0.0011150819923452819 -0.024483520227490153 0.0090233388977733354 0.012357805448357732 -0.026963284083289685 0.012579938525573953 -0.012685431528327863 0.0045840112709432329 0.025866877752409374 0.024063495562322408 -0.029240581032336607 0.0035043486430411802 -0.0057646604566181439 -0.00099174101324095952 0.002040263487880052
leaf_weight=3.5214673895388833 8.811129827052353 3.9769038707017925 3.0372865628451136 7.6761535033583703 2.0715408846735981 2.1176614239811924 8.8790702596306783 5.8033666647970668 2.1571367029100648 29.815008655190468 5.2633834928274155 2.7339847758412343 5.3586193583905688 7.1360092982649803 3.726199969649314 82.010072696954012 2.8145481906831256 3.1740353107452393 5.1326503902673748 4.6753329560160664 4.1690983548760405 8.5429155537858588 155.05402628332376 1.1315887607634065 4.6743244528770429 4.6692760065197936 12.732353799045084 28.888303849846125 5.3937008157372475 53.637236466631293
leaf_count=74 319 41 93 32 5 19 29 49 8 91 54 16 32 69 26 432 39 10 16 58 20 156 610 14 10 44 55 176 39 264
internal_value=0.000535703 0.000777667 0.00198658 -0.000894052 -0.00768275 -0.00439064 0.000356753 -0.00661744 0.00180928 0.000960651 -0.0160984 -0.00295658 -0.00838667 -0.0162288 0.00200218 -0.000125563 0.00709732 -0.0067244 -0.00749867 -0.00526455 -0.0104666 -0.00439927 0.00409869 -0.0120739 -0.000997672 -0.00796537 -0.00166594 0.000540364 0.0106408 -0.000691873
internal_weight=478.784 469.973 272.74 197.234 30.6861 26.7092 166.548 28.7081 137.839 128.96 7.42052 22.9048 15.2286 9.86999 121.54 85.7363 35.8036 5.98858 24.6377 22.52 17.3873 12.712 159.707 4.65306 113.032 20.4389 15.7696 92.5936 10.068 82.5255
internal_count=2900 2581 1379 1202 315 274 887 198 689 660 62 149 117 85 598 458 140 49 269 250 234 176 698 88 681 192 148 489 49 440
is_linear=0
shrinkage=0.0210015


Tree=113
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 0 0 0 2 1 0 1 2 2 2 0 1 2 2 2 1 0 0 1 2 1 1 1 1 2
split_gain=9.98217 7.85463 5.79496 6.04108 4.69528 5.2994 4.18431 8.2398 7.95033 6.65782 5.86362 7.31654 5.85344 6.14937 5.67959 5.19506 4.68996 4.36388 4.17163 4.16281 4.1411 9.81944 7.50938 9.3178 3.91317 3.56251 3.47312 6.79669 3.37112 4.25626
threshold=0.5810754169000002 41.792045663550006 42.599563320500003 0.41932876265000008 49.275256100300005 0.63075955810000017 0.52324780695000006 0.53592706805000012 41.840895355800008 0.39772761295000009 0.48543456785000005 0.35585760905000008 41.322103772800006 40.823855932350007 41.941595803500007 0.52772372085000019 0.35877668335000007 40.79983011445001 51.779769178100004 39.091773401050006 0.46827939285000009 0.55754318735000019 0.55335169605000012 0.42552618185000007 48.315732392000008 0.41367024935000007 0.39167988980000007 0.3982365797500001 0.40621538280000008 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 10 9 12 15 11 14 13 28 -5 19 -12 -13 20 -8 21 22 23 25 -7 26 -4 -28 -9 -30
right_child=1 4 18 6 -6 24 7 8 -10 -11 16 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0038763963126553854 -0.0045731599895157144 0.0019797841229699793 3.7354881112148861e-05 0.0014226417387784936 -0.0034974191056228294 -0.0051024533754478628 -0.0073946928007925117 0.0028272287929173665 0.00392270406579227 -0.0073382070443936045 0.0040519686592526511 -0.0081509459595555441 -0.0046867395249057123 0.0035162160608084212 -0.0017638152607816289 0.0018643295659650644 0.0015493167610932171 -0.00013363843386894614 -0.0059199906196206525 -0.00092184856109353357 0.0050485489931584443 -0.0056708417511014634 0.0061707348838493424 -0.0075945087166118539 0.0022894607546622135 0.0029772085071726015 -0.0070917696027341355 0.0003715892993043759 -0.0028999135632502711 0.0002783289798633988
leaf_weight=6.8377085067331782 17.751390054821968 19.527870766818527 92.244745813310146 88.591593563556671 9.8831930048763734 5.8071453720331174 4.0640817508101517 8.2765111923217756 17.3120057284832 5.4460430145263663 27.255330055952072 3.7080520391464225 5.8486682102084151 14.260778747498987 16.874076895415783 8.6444220989942533 62.451794132590294 3.2093026787042618 3.4082104638218871 6.6165526881814003 3.5959755927324286 8.4654646888375265 4.7050364688038817 4.2927418239414683 2.6396381072700024 9.1236512213945371 5.3421865217387658 7.3403425998985767 14.951685566455124 37.34701631963253
leaf_count=110 330 103 488 305 106 84 37 25 51 45 78 41 31 41 92 41 226 18 57 38 9 61 14 49 15 32 51 39 135 148
internal_value=0.000206474 -0.00181035 0.000444991 0.000806119 -0.000514875 0.000538832 0.000904678 0.000171692 0.000827359 -0.00242219 0.00134996 0.000583881 0.00016321 0.000542249 0.000912822 -0.00103679 0.00230969 -0.00443132 -0.000419766 -0.00338483 -0.000281021 -0.000426746 -6.59649e-05 -0.00031392 -0.00279246 -3.98871e-05 -0.00030223 -0.00277216 -0.00015789 -0.000630299
internal_weight=525.823 55.6092 470.214 331.696 37.8578 27.9747 324.858 122.768 97.9967 24.7711 202.09 112.383 80.6847 74.836 105.466 19.3251 89.7071 6.91735 138.518 10.6806 135.11 131.514 123.049 118.344 8.44678 114.051 104.927 12.6825 60.5752 52.2987
internal_count=2900 638 2262 1462 308 202 1352 592 431 161 760 456 380 349 397 116 304 59 800 75 743 734 673 659 99 610 578 90 308 283
is_linear=0
shrinkage=0.00503385


Tree=114
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 2 2 2 0 0 0 1 0 0 2 2 0 1 2 2 2 1 1 0 2 2 2 0 2
split_gain=6.78247 6.98178 4.48629 4.48793 3.81423 4.39572 3.95903 5.6772 3.77902 3.7567 3.47864 5.28096 7.40674 4.82039 4.98378 6.84396 3.25867 4.86495 3.56867 4.29242 7.23067 3.25447 3.08668 6.09157 2.97574 6.11909 3.13036 2.85107 2.81473 2.78387
threshold=0.5810754169000002 41.792045663550006 42.599563320500003 0.41932876265000008 43.19689381845 44.157169339850007 47.833738492450003 45.90502654165001 49.275256100300005 0.63075955810000017 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.47997065955000012 0.47715637260000004 42.773538294100007 48.988717865950008 0.57811143375000007 0.31100865245000009 50.065525775750011 50.448116877400004 48.315732392000008 0.41367024935000007 0.35877668335000007 0.47778509625000004 43.57842012870001 43.542456167850005 48.852845034800005 0.47760546090000006 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 29 10 24 7 22 9 -3 11 12 13 14 15 -4 27 18 -18 -20 -21 -11 23 28 25 -6 -26 -8 -7 -1
right_child=1 8 4 -5 5 6 16 -9 -10 21 -12 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00927463337534409 -0.0068837002531013528 0.0028789206159091038 0.0082850667225314346 0.0012356457982451038 -0.011286891686098973 -0.0028772065371100186 0.0005719274556143445 -0.0086555450798488816 -0.0050477313053189695 -0.0071686891833455963 -0.007689667947710279 0.0062229864421983055 -0.012807775785738575 0.0037971690566998219 -0.012037497390187569 -0.0073685847977780468 0.0027154567819862897 0.0065308736430190993 -0.012714206614730212 0.010287200288565616 -0.0090842706914611836 0.0035418304643299891 0.0035954524075594834 -0.011507117396514284 0.0061143226133943043 0.0028084951230434446 0.0010596663308045273 0.0076037027418061846 0.0060485261633562376 0.0022101377718512288
leaf_weight=4.1361703630536786 15.369586054235695 18.811644202098254 3.0680240355432122 316.14026104658842 2.876518312841652 6.3283825311809832 8.8535366952419299 8.6364261619746667 8.6510114800184947 5.2993051502853623 7.3800135999917975 4.511766653507947 4.0474983081221572 7.6116596162319174 3.5702519938349724 4.0270058326423168 3.5817984640598324 3.5171088725328437 4.0001539252698404 1.9257256127893922 3.193630438297987 2.654896292835474 6.271020868793129 3.8507916573435059 14.034829929471018 5.7756593823432922 16.761595098301768 6.0524742156267157 3.3787775337696075 1.9298289418220518
leaf_count=74 330 103 14 1352 37 48 38 81 106 84 50 16 30 24 28 48 13 11 33 8 64 15 36 41 43 40 73 15 9 36
internal_value=0.000297413 -0.00243955 0.0006026 0.00110656 -0.000615967 0.000169236 -0.00118423 -0.0033124 -0.000510961 0.000955372 -0.00288873 -0.00156846 -0.00314311 -0.00100283 -0.00442852 -0.000599652 0.00076212 -0.00168723 -0.0039629 -0.00658591 -0.00179739 -0.00359381 -0.000985215 -0.00310393 0.00221374 -0.00187768 0.00336322 0.00342713 0.000229579 -0.00562088
internal_weight=506.247 50.7864 455.461 322.206 133.255 99.0384 59.5898 28.4654 35.4169 26.7658 34.2162 26.8362 22.3244 18.2769 10.6653 7.09503 31.1244 16.2184 12.7013 9.11951 5.11936 7.9542 19.829 13.558 39.4486 8.65218 30.7964 14.906 9.70716 6.066
internal_count=2900 638 2262 1462 800 590 397 215 308 202 210 160 144 114 90 62 182 129 118 105 72 99 134 98 193 77 116 53 57 110
is_linear=0
shrinkage=0.00789597


Tree=115
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 0 2 0 0 1 1 2 0 2 2 2 0 2 2 0 1 0 0 1 0 0 0 0 0 0
split_gain=3.42412 6.7255 3.98628 2.88993 2.88831 2.87528 2.884 2.31547 2.38668 5.32135 2.48745 3.76003 3.34607 3.31173 5.68399 3.14777 4.67636 3.1141 2.56818 3.01964 4.47598 3.50935 2.46745 2.41174 5.24952 4.48308 4.08284 2.53331 4.60071 2.32596
threshold=0.46613873835000008 44.710446918150005 49.110028829250005 0.47648274005000008 45.445415294500002 0.47305469895000007 48.680511450650009 0.47470135625000004 0.47706655490000011 0.34524415440000006 0.38906020780000011 38.238138001450004 0.52215502530000013 40.305698932850007 42.718072821900002 34.997818021800008 0.54384599265000022 36.372781240150012 40.621691032550004 0.51017933595000009 0.37982395740000008 0.50300889195000009 0.50482021495000018 0.41753240920000007 0.52428071015000011 0.54317236010000014 0.53136133645000017 0.52646627350000019 0.52803808270000008 0.56793209785000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -3 6 -1 -7 9 -9 18 15 13 -13 -15 16 -12 -17 -10 21 -21 -20 -23 24 -14 26 27 -26 -29 -18
right_child=1 4 3 -5 -6 7 -8 8 10 -11 11 12 23 14 -16 17 29 -19 19 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0038733471929690228 -0.01009107796623885 0.016838990840797673 0.0020831673167644896 -0.013106358352953495 -1.4182137950373815e-05 0.0092919018710595595 0.0071618936251415027 0.00044773328267158597 0.0047525885922531227 -0.019025392552649539 0.012846465134541487 -0.023256890285151811 0.0088254708094981649 0.017989902327085004 -0.016797059612462729 -0.019519202040448807 -0.019925921358708708 -0.0049946078897017488 0.0011116797956782672 -0.016510928594040259 0.0017212759743944885 0.016015330164794297 0.0023823098352098097 0.0030284646165787774 -0.020344095156226195 -0.019701372260864051 0.0027037025066597845 0.0048730208029563104 -0.014408361472014632 0.0023357373749441665
leaf_weight=40.216736648231745 18.82555580791086 2.4764076843857792 4.1785329431295377 7.528294388204813 18.321331599727273 7.804507188498973 5.8152299225330344 12.597536548972132 74.456055879592896 3.9557846188545218 4.5603125095367449 2.2981638163328162 8.9023588225245458 1.8198742829263208 2.2576646022498608 3.9756377469748285 2.0167417265474796 15.563119720667599 91.320197932422161 4.8733128458261472 7.0929543748497963 6.1592543274164182 5.2977072969079018 90.042520575225353 2.8446970656514194 3.4239671602845183 17.175767637789249 5.3024751096963865 5.3167213834822178 2.0107188932597637
leaf_count=389 416 7 17 111 162 24 17 56 263 48 14 15 29 7 46 50 23 123 359 48 31 19 24 350 31 37 71 28 52 33
internal_value=0.000374973 -0.00374855 0.000747318 -0.00768474 0.00199254 0.000978441 -0.00247926 0.00139612 0.00123103 -0.0042058 0.00148333 0.00018346 0.00116921 -0.00919599 -0.00127105 -0.00470154 0.00268929 -0.00794999 0.00263419 0.00125958 -0.00570387 0.00207032 0.00971141 0.00166606 -0.00118908 -0.00380634 -0.00203007 -0.00806891 -0.0047806 -0.00881174
internal_weight=478.43 39.6233 438.807 11.7068 20.7977 427.1 46.032 381.068 373.264 16.5533 356.71 167.511 139.384 6.3757 4.07754 28.1265 8.58777 19.5388 189.199 114.743 11.9663 102.777 11.457 133.009 42.966 34.0636 30.6397 13.4639 10.6192 4.02746
internal_count=2900 585 2315 128 169 2187 406 1781 1757 104 1653 909 666 68 53 243 70 173 744 481 79 402 43 598 248 219 182 111 80 56
is_linear=0
shrinkage=0.0146468


Tree=116
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 1 1 0 2 0 1 0 0 0 2 0 0 0 2 0 2 2 0 2 0 1 1 1
split_gain=5.48209 7.07554 4.94361 4.045 4.94401 3.91819 4.81531 4.49963 4.78415 4.27529 5.3298 5.11924 3.66465 5.03504 3.98067 3.45483 4.5359 4.97331 6.48328 3.65064 3.17587 2.83775 3.429 3.24819 2.70244 4.54373 4.96273 5.9415 4.87552 6.8095
threshold=0.46613873835000008 44.710446918150005 49.110028829250005 0.47727612945000003 0.34524415440000006 0.37138109635000011 0.36927038110000004 0.36543816055000006 0.36597706655000006 0.51243974730000008 46.650420857800007 0.5025747732000001 0.48627286610000009 0.61532588845000014 0.68186581240000022 0.48543456785000005 39.468990633150007 0.47778509625000004 0.47868327295000007 0.47814436690000012 39.945535567850008 0.41932876265000008 44.921040431000009 37.572218886150004 0.52324780695000006 38.238138001450004 0.52877159370000015 0.3979222179000001 0.39971857130000005 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 21 6 7 15 -9 10 11 20 -3 -14 -15 16 -5 -18 19 -19 -7 22 -1 -23 -11 26 -26 -28 29 -27
right_child=1 12 -4 5 -6 9 -8 8 -10 24 -12 -13 13 14 -16 -17 17 18 -20 -21 -22 23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.0069194053722879323 -0.0062479604835619096 0.0061117738270955405 -0.0048067843925829476 0.0065793668716045616 -0.0051660228512966531 0.0059961132710552433 0.0076959385345781832 0.0025803809661744674 -0.011431741637200791 0.0029596846554708358 0.0074212468667772587 -0.012401676248250754 -0.010957654378061373 0.00330074590675295 -0.0094944738209705171 0.0039222710232960558 0.0050291705489378851 -0.0019462375575962712 0.00052643628003026083 -0.012472351330481687 -0.0068684628599205754 0.0056929918435156147 0.0011772050704133164 2.1746090182296392e-05 -0.011949539556095104 0.00039630674254664187 0.0059394398348346436 -0.0039661991405484818 0.0016667577349663996 -0.0092992515527082382
leaf_weight=8.1155757158994657 20.451097123324871 6.5443442687392261 12.090297238901256 9.7353147193789464 16.602609204128385 2.6145930588245374 10.695183165371416 3.3572381883859626 3.8067835979163647 31.866249050945044 2.3674139827489844 5.7144427038729191 3.2681782841682425 9.9436671026051027 2.1682720873504868 48.537236504256725 13.852042265236376 4.9397554621100408 53.9993966370821 4.7144287452101707 3.0366871878504753 9.2100281342864019 7.2512095570564261 37.494981341063976 3.8500094264745739 17.738373395055536 5.9267276301980045 17.592155596241355 108.96483582258224 7.5652878507971755
leaf_count=176 416 19 128 27 151 8 34 11 32 116 8 58 39 50 61 162 41 22 201 34 36 30 34 170 41 99 21 170 437 68
internal_value=0.000314769 -0.00262785 0.000590864 0.000739332 -0.00101863 0.00112259 0.00215807 0.00174372 -0.00486531 0.00035492 -0.00425828 -0.00669105 0.000748976 -0.00153293 0.00101015 0.00209243 0.00107438 0.000382909 -0.000628193 -0.00708646 -0.000916602 9.06883e-05 -0.00309881 0.00114009 0.000682323 0.000233349 -0.00294416 -0.00146999 0.000881043 -0.00250247
internal_weight=494.014 42.3756 451.639 439.549 78.6744 360.874 153.637 142.942 7.16402 207.237 13.7331 11.3657 21.9245 15.3801 12.1119 135.778 87.2409 77.5056 63.6536 9.65418 5.65128 62.0718 15.3668 46.705 193.504 161.637 27.3689 23.5189 134.268 25.3037
internal_count=2900 585 2315 2187 561 1626 564 530 43 1062 110 102 169 150 111 487 325 298 257 56 44 410 210 200 952 836 232 191 604 167
is_linear=0
shrinkage=0.00855644


Tree=117
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 2 0 1 1 0 0 1 1 2 1 2 0 1 1 1 1 0 2 0 1 1 2 1 1
split_gain=7.56004 4.33542 5.52666 5.16568 3.97672 3.96142 3.66817 3.56226 3.55142 5.18132 2.81845 3.35155 7.15241 3.04949 5.70638 2.87739 4.38245 2.75678 5.74318 5.63449 5.14944 3.8896 2.64339 2.4718 2.92545 2.40812 7.88189 5.00508 3.81924 6.12764
threshold=0.50064369330000014 0.41932876265000008 0.39167988980000007 0.39388042275000007 37.186372654950006 41.872669623500009 44.921040431000009 0.52366695610000014 0.34193587020000005 0.31810424840000007 0.63514565435000014 0.61532588845000014 0.48627286610000009 0.48363821445000005 50.264779514000004 0.46613873835000008 41.792045663550006 0.48543456785000005 0.34554354660000003 0.35585760905000008 0.35877668335000007 0.34575312120000007 0.52366695610000014 48.315732392000008 0.68186581240000022 0.39584144190000009 0.39971857130000005 43.633733172900008 0.40367054880000008 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 -5 7 -1 17 9 -7 11 12 13 14 15 22 -17 18 -3 21 -19 -20 -6 -2 -25 -24 27 -27 -28 -30
right_child=23 2 3 4 10 8 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 20 19 -21 -22 -23 25 24 -26 26 28 -29 29 -31
leaf_value=-0.0051661941551510602 -0.0058050921439688893 0.001904473511546952 -0.0071723442758800573 -0.0028197243828822255 -0.0040325140779511014 0.0024019640249932418 1.170886988877813e-05 -0.0030041103579391409 0.00040350285909605712 -0.0083835552973821319 -0.0051828435104123091 0.0042151776219500623 -0.0077247149060936824 0.0050996833168903384 -0.0069809433911409008 -0.0080404865819789818 0.00068317778038418586 0.005287821232304298 -0.0043915982245146075 -0.0075422446766304193 0.0016807730001540692 0.0019867368221944109 0.0041485489658680142 0.0017513615912923368 -0.007037604380543426 -0.0083461870624804424 0.0045216616889966104 0.0008680043711716079 -0.0046530331077240493 0.00098501442485840127
leaf_weight=9.3793615717440861 9.6430487241596001 67.534958355128765 3.9523003492504349 18.726229626685381 4.5243427902460089 2.7132995277643195 10.853875182569025 5.9580929130315772 101.44309730455279 4.1330604627728462 3.6016626209020606 7.4485584646463385 4.2322069592773905 4.655074253678321 4.0540815927088252 3.7269888371229154 4.9046036452054977 19.678971767425537 5.1417742297053399 4.7426997683942309 55.897308766841888 11.119351353496311 6.9786670953035346 4.4979997202754012 2.0173848271369934 5.7921013124287111 9.8881607800722104 3.4647914618253708 7.6342301145195952 99.267663601785898
leaf_count=180 283 229 56 212 58 11 50 29 475 39 26 28 47 13 72 38 24 58 24 43 193 42 24 33 44 57 29 23 60 400
internal_value=0.000225948 0.000360143 0.000478169 -0.000310858 -0.000167297 0.00102481 -0.00238857 0.00160207 0.000118203 -0.00410912 0.000124582 0.000239341 5.32321e-05 0.000265755 0.000115975 0.000312796 -0.00308357 0.0017693 0.00104314 -0.00172635 0.00262 -3.00952e-05 0.000525926 -0.00385549 -0.000970001 0.000680963 0.000488978 -0.00489738 0.000915906 0.000582382
internal_weight=507.606 491.448 471.214 192.852 188.899 278.363 20.2332 170.073 108.289 6.84636 170.173 166.571 159.123 154.891 150.236 146.182 8.63159 164.115 88.5388 21.0038 75.5763 16.2611 137.55 16.1584 6.51538 133.026 126.047 9.25689 116.79 106.902
internal_count=2900 2540 2310 1167 1111 1143 230 618 525 50 899 873 845 798 785 713 62 589 338 109 251 66 651 360 77 593 569 80 489 460
is_linear=0
shrinkage=0.00606423


Tree=118
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 2 2 2 1 0 2 0 0 1 2 2 2 0 0 0 1 1 1 1 0 0 0 2 1 0
split_gain=5.85483 4.36933 4.2218 4.43462 3.70902 3.52195 3.51418 3.42029 3.27993 4.64666 3.80813 3.86123 2.99271 2.97541 4.60831 4.19588 4.56065 4.69024 4.03583 3.29308 5.19631 5.11036 4.07463 3.25612 5.91767 4.66099 4.43995 3.36015 5.39253 5.0274
threshold=0.45393850480000009 0.45664800455000004 49.110028829250005 0.47305469895000007 36.735256530150004 37.272044000450002 38.938637541200009 48.680511450650009 0.48627286610000009 0.61532588845000014 45.027406014450008 0.63075955810000017 0.47648274005000008 0.38906020780000011 40.621691032550004 38.238138001450004 34.997818021800008 0.54384599265000022 0.52215502530000013 0.51017933595000009 0.37982395740000008 0.34632196640000007 0.3459626957000001 0.41753240920000007 0.52428071015000011 0.54317236010000014 0.53484925600000011 44.086690780350004 0.39584144190000009 0.52772372085000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -3 -6 -7 -1 -8 -10 -11 -12 -4 14 -5 16 17 -15 -17 21 -21 22 -16 24 -20 26 27 28 29 -26
right_child=1 4 12 13 5 6 8 -9 9 10 11 -13 -14 15 19 18 -18 -19 23 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0028236909077673346 -0.013241707134201213 -0.010688041304496463 0.0015312768998104417 0.0037431382941025626 0.011214311128574144 -0.012034407909333704 0.0011448407496578899 0.0050217585259914712 -0.011552283567361803 -0.010795293061690768 0.0098711083220754323 -0.0022205416933937928 -0.0086702038125171035 0.0089825685501067811 0.00067912721751418978 -0.0062796614897061885 -0.0059849361040267808 -0.005476606013695845 0.0061612069095387297 -0.011219332344783031 0.0014101085461139511 0.0042787526277015125 -0.0069500097911495539 0.0025425870870122375 -0.0093497604011207134 -0.013046735737814522 0.003336710411409852 0.0023268524253609543 -0.01336580270480015 0.0058976323187249977
leaf_weight=42.080807343125343 3.3047734871506682 4.0860485062003127 4.180117651820181 84.338982127606869 2.0580999851226798 2.8613657336682072 27.454626508057117 5.890448957681655 5.4813983589410809 3.0489038173109284 3.4561132937669745 8.4838781598955375 7.4215579070150852 4.7179011106491107 79.951184313744307 6.8014138154685488 18.143629524856806 3.739609956741333 9.1505699679255468 5.187814284116028 7.2810404822230339 38.460659638047218 7.0867124497890464 77.544571027159691 3.8616796098649555 3.535858914256095 11.695372350513933 5.3801618069410315 6.2134892940521231 4.1954935602843761
leaf_count=389 34 141 17 283 20 54 134 17 100 105 10 99 104 14 340 68 149 45 29 48 31 133 36 281 33 37 42 30 58 19
internal_value=0.000356074 -0.00246228 0.000744675 0.000901251 -0.00183654 -0.00115212 -0.00165327 -0.00186034 -0.00103346 -0.00395498 -0.00117667 0.00127947 -0.00499458 0.00125238 0.00196739 0.000226757 -0.00325888 0.00258924 0.000949011 0.000881884 -0.00384452 0.00135147 5.79553e-05 0.00135341 -0.000740826 -0.00255143 -0.00136756 -0.00416734 -0.00661571 -0.00141021
internal_weight=497.094 60.2352 436.859 425.257 56.9304 52.8444 50.7863 47.9713 47.9249 20.4703 14.9889 11.94 11.6017 377.286 222.306 154.98 26.6011 8.45751 128.379 137.967 12.4689 125.499 87.0379 121.577 44.0326 34.8821 31.3462 19.6508 14.2707 8.05717
internal_count=2900 697 2203 2082 663 522 502 406 448 314 214 109 121 1676 871 805 208 59 597 588 79 509 376 529 248 219 182 140 110 52
is_linear=0
shrinkage=0.009643


Tree=119
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 0 1 2 1 2 1 0 2 2 0 0 2 0 2 1 0 0 0 2 2 1 1 2 1
split_gain=3.66153 2.39425 2.37237 2.4111 2.37561 2.3388 2.50384 2.30817 3.28522 3.09923 4.09858 2.81022 4.37576 2.68487 3.32293 2.95792 2.43359 3.42751 4.59921 5.24799 3.15471 2.12885 3.25383 2.64355 4.24418 4.36842 3.09069 2.68322 2.30557 2.05724
threshold=0.50064369330000014 0.63514565435000014 0.42314601355000009 0.31308942845000004 0.30560462260000004 48.315732392000008 0.68186581240000022 0.38906020780000011 41.872669623500009 0.34193587020000005 48.852845034800005 0.32272985840000007 0.46928235680000008 38.238138001450004 37.962710038050005 0.52161611930000007 0.51589772760000019 43.19689381845 0.50300889195000009 43.061965423550006 0.38042274180000007 0.51929582950000019 0.50579323975000012 0.48607826115000008 39.468990633150007 40.12915366295001 0.35877668335000007 0.36730936200000003 35.97706729810001 0.34193587020000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 8 11 10 -10 -4 29 14 -9 -15 17 18 19 -11 -18 22 23 24 -14 -26 -25 28 -28 -13
right_child=5 -3 7 -5 -6 6 -8 13 9 16 -12 12 21 15 -16 -17 20 -19 -20 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.023260063529876515 -0.01954073467580953 -0.016825442589454242 0.020369425516589622 -0.024609196584451824 0.00021643881798734027 0.0079373040525207942 -0.02464661765446929 -0.0041019168008558596 -0.028989671362190897 -0.001868461582653016 0.0066123519743735617 -0.0019911752629917113 0.013732085987688429 -0.014999931322873047 -0.029455205097013312 0.0012553721186984816 -0.029975720331218512 0.0071225612674229366 0.016632559462493757 -0.028880058585194428 -0.00084983669542740606 0.014781380741509486 -0.0061765091528312834 0.01893597680111948 -0.013817725112105295 0.0032444355355522011 0.0085973037452244105 0.014904323055445524 -0.010298318547039437 -0.021473000222586417
leaf_weight=2.4269688762724462 6.9966006148606521 3.6412542872130862 5.463216006755828 2.9738325253128997 14.406944330781696 4.2805512957274914 1.547183748334646 27.900272021070126 3.9317877367138854 42.042312316596508 2.5811425074934959 7.8089853227138502 14.999923609197138 5.5823145266622296 2.7353529743850222 160.1936648376286 2.7293480001389971 35.18425302579999 5.8127987980842581 3.7774704806506625 5.2180757373571396 10.895377963781355 12.02880999445915 13.698894605040548 8.594683609902857 45.573615558445454 6.136141739785673 8.7008965834975225 6.3131750300526619 3.9247236549854279
leaf_count=91 283 38 13 69 82 33 44 269 38 206 10 36 46 71 33 828 33 144 21 32 25 31 58 46 39 161 20 29 27 44
internal_value=0.000586243 0.00090518 0.00104503 -0.00638724 -0.0031682 -0.010985 -0.00071328 0.00137823 0.00279765 -0.000232301 -0.0148802 0.00492662 0.00431823 -0.000395326 -0.00636563 0.000707994 0.000774417 0.00183876 -0.0017618 -0.00409535 -0.0108524 0.00550377 0.00463271 0.00588271 0.0033987 0.000537246 0.010813 0.00555172 -0.000984858 -0.00850751
internal_weight=478.101 465.276 461.635 19.8077 16.8339 12.8243 5.82774 441.827 245.416 101.277 6.51293 144.138 138.675 196.412 30.6356 165.776 94.7643 86.8168 51.6326 45.8198 7.94742 126.942 116.046 104.017 69.1682 54.1683 34.8491 21.1502 12.4493 11.7337
internal_count=2900 2540 2502 242 173 360 77 2260 1059 509 48 550 537 1201 302 899 461 403 259 238 58 457 426 368 246 200 122 76 47 80
is_linear=0
shrinkage=0.0219518


Tree=120
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 0 2 2 1 0 2 2 0 1 0 0 1 2 1 2 1 0 2 2 2 1 2 0 2 2
split_gain=7.07776 6.18357 4.50332 4.35493 5.02136 9.05439 6.10193 5.16873 5.23161 6.74302 4.35377 3.76172 3.35159 2.96525 7.73312 4.61265 8.7693 4.15674 3.53728 5.89995 5.08321 3.92231 5.01447 3.49406 3.5428 4.26605 3.14775 5.7938 2.98401 2.92783
threshold=0.5810754169000002 41.792045663550006 42.178283198950005 0.41932876265000008 0.39078171310000004 0.52682554415000016 41.840895355800008 41.395309858300003 0.39584144190000009 0.53592706805000012 38.238138001450004 49.275256100300005 0.63075955810000017 0.44805544745000009 0.55754318735000019 0.55335169605000012 0.42552618185000007 42.34047585750001 0.40105086675000007 44.611732354850012 0.39167988980000007 0.47997065955000012 43.45354240915001 44.015822920550008 47.833738492450003 0.35877668335000007 42.773538294100007 0.47760546090000006 42.541806567400009 47.480720532750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 8 -7 -10 -11 12 29 14 15 16 17 -4 20 -20 21 22 26 -23 25 -25 27 28 -19 -3
right_child=1 11 13 4 5 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0043560492272283141 -0.0052517555662281168 0.0006157623807331264 -0.0053146175721761361 0.0017062061364806528 -0.006502497130099664 0.0056962138919793648 0.0057859595982841568 -0.0055262982273224627 -0.0060932525125397255 -0.0022017550679864083 0.0014226682153539163 -0.0039956045000405418 -0.0027482916025380819 0.0028396257198086304 -0.006341094966688646 0.0062025931694578828 -0.00892144792560794 -0.002545523515876438 0.0057695715396851397 -0.0016886914475873448 -0.0050060919042914914 0.0023129493411694034 0.00039353027396251902 0.0017287952547619862 0.0018890414333269877 -0.0084829992538324253 -0.0063556095050965175 -0.0087659892738446554 0.0047912654609332537 0.0061808494067894888
leaf_weight=5.8235393706709138 15.224782809615133 14.269918182864791 5.6955650933086863 182.62963842973113 7.6985357441008082 6.7766937687993041 7.8203460425138465 6.0091566815972319 6.4698644652962676 16.926763486117125 53.319787479937077 9.0750836804509145 8.0157601963728649 10.790598325431345 8.4105792455375177 4.2348177284002295 4.5229120459407559 4.1944311149418372 10.18998108059168 6.8931320719420901 8.1825266852974874 37.274496398866177 33.915844563394785 2.5662543922662717 6.4095243886113167 4.1512804068624973 8.6792137846350652 3.0567759051918975 4.4068402070552111 4.9312792643904677
leaf_count=100 330 91 41 664 75 20 23 35 54 145 197 106 99 42 69 15 71 31 26 48 78 126 184 9 25 45 93 26 20 12
internal_value=0.000266468 -0.00192132 0.000513068 0.000974474 0.00108239 -2.41031e-06 0.000511768 5.09302e-05 0.000452334 -1.08808e-05 0.000549319 -0.000524184 0.000633308 -0.000314755 -0.000537537 -0.000199447 -0.000392909 -0.000108474 0.000119758 0.00276012 -0.000279983 8.95323e-05 -0.00107225 0.0013401 -0.00142232 -0.00458186 -0.0035167 -0.00140318 0.00121346 0.002045
internal_weight=508.566 51.5168 457.049 293.474 287.651 105.021 97.3226 89.5023 83.4931 76.7164 70.2466 36.292 27.217 163.575 152.784 144.374 140.139 135.616 129.92 17.0831 112.837 104.655 54.2531 50.4016 13.1271 6.71753 20.3373 11.658 8.60127 19.2012
internal_count=2900 638 2262 1313 1213 549 474 451 416 396 342 308 202 949 907 838 823 752 711 74 637 559 354 205 79 54 170 77 51 103
is_linear=0
shrinkage=0.00622623


Tree=121
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 0 2 2 2 2 0 2 2 0 1 2 1 0 0 1 2 1 1 2 0 2 2 2 1 2
split_gain=9.78746 6.82101 5.75782 5.52746 5.83908 6.96395 6.09664 5.27022 5.07744 4.01646 3.88112 3.45832 3.05627 3.02485 5.72505 3.4391 3.01391 8.20107 4.78287 8.81629 4.28297 4.259 5.85742 5.78526 4.36975 5.26428 4.06814 4.97471 3.21324 3.59058
threshold=0.5810754169000002 41.792045663550006 42.178283198950005 0.41932876265000008 0.52324780695000006 0.52682554415000016 41.840895355800008 41.395309858300003 40.823855932350007 49.275256100300005 0.63075955810000017 48.315732392000008 47.480720532750006 0.47305469895000007 0.32272985840000007 39.530201452500002 0.44805544745000009 0.55754318735000019 0.55335169605000012 0.42552618185000007 42.34047585750001 0.40105086675000007 0.39167988980000007 44.611732354850012 0.48218616210000004 43.45354240915001 44.015822920550008 47.833738492450003 0.34193587020000005 48.315732392000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 13 -6 7 8 -7 10 12 -12 -3 14 -5 -16 17 18 19 20 -4 22 24 -23 25 -22 -26 -28 29 -27
right_child=1 9 16 4 5 6 -8 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 23 -24 -25 26 28 27 -29 -30 -31
leaf_value=-0.0036899361632861767 -0.0043523208390192766 0.00044189775982188273 -0.0042691900670300967 0.0036194163965199929 -0.0045914245646468035 -0.00021872113136851923 0.0045558269625241583 -0.0043989144221035269 0.002822676474203643 -0.0033337942177867623 -0.0045631991078635666 0.0022308753203324596 0.0049431162957171227 0.0017524785727080869 -0.0002004088801950134 -0.0049967828206879342 0.0021959670946459986 -0.005192761418290455 0.0050439830349423374 -0.0071434054464757082 -0.0024695575953563136 0.0046895591636631024 -0.004287147242844464 -0.0011605956660464115 0.0022188866548484886 -0.0040790501701822163 -0.0044679834707218773 0.0019008492445857137 0.0018472158772770697 0.00057599398359309685
leaf_weight=6.4109307155013076 17.140493819490075 14.447646828368311 5.853509008884429 7.1590334624052074 7.3826303221285334 71.936285708099604 7.9846582859754553 6.1395877301692954 16.614075466990471 9.6662345044314844 5.8288502618670446 2.6934996508061886 4.9902096912264815 159.91860424727201 12.193387627601625 5.2621579989790908 11.224539469927548 8.5251898467540723 4.1713405326008788 4.5380935389548531 26.678144112229347 10.420487865805628 8.323029585182665 6.9144588708877555 30.64638514816761 6.3474752567708519 5.8401099443435651 6.2355058044195175 18.920273758471012 11.376811020076273
leaf_count=100 330 91 41 20 60 372 23 35 52 106 84 15 12 541 69 41 42 69 15 71 194 26 78 48 98 78 51 23 72 43
internal_value=0.000223663 -0.00175953 0.000456231 0.000865134 0.000964263 6.0283e-05 0.000394756 4.38764e-05 0.000351915 -0.000578397 0.000374183 -0.00241592 0.00159748 0.0015034 -0.00011481 -0.00164633 -0.000285148 -0.000465065 -0.000189508 -0.000343143 -0.000118796 6.56674e-05 -0.000281496 0.00235608 3.2892e-05 -0.000793903 0.00125837 -0.0011793 0.000426015 -0.00109108
internal_weight=521.784 54.7669 467.017 301.001 294.59 110.057 102.675 94.6899 88.5504 37.6264 27.9602 8.52235 19.4379 184.533 24.6146 17.4555 166.015 154.791 146.266 142.094 137.556 131.703 114.368 17.3349 106.045 63.3227 42.722 12.0756 36.6446 17.7243
internal_count=2900 638 2262 1313 1213 542 482 459 424 308 202 99 103 671 130 110 949 907 838 823 752 711 637 74 559 387 172 74 193 121
is_linear=0
shrinkage=0.0049587


Tree=122
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 1 0 2 2 1 1 2 0 1 0 0 1 1 1 0 2 2 0 1 0 1 0 0 0 0
split_gain=11.3616 7.05248 7.91906 5.92504 5.63371 5.02372 7.90294 7.14219 5.47344 4.6674 9.81845 4.43515 4.03306 4.11932 3.89334 5.25745 3.62784 3.41055 4.1097 3.40623 3.39019 4.62224 4.57571 4.30314 8.90736 4.2729 5.77075 3.24853 4.73822 2.97386
threshold=0.45393850480000009 49.110028829250005 0.47305469895000007 44.710446918150005 46.177190236600005 0.39078171310000004 0.53136133645000017 41.621607100200002 38.238138001450004 0.46613873835000008 0.45772581660000006 48.680511450650009 0.61802041855000012 0.5024400467000002 0.51589772760000019 0.50300889195000009 0.38042274180000007 0.40621538280000008 0.43166372265000008 0.47648274005000008 43.19689381845 42.773538294100007 0.47727612945000003 0.34569324270000007 0.47760546090000006 0.34587287805000005 0.47997065955000012 0.60830514055000007 0.5810754169000002 0.68186581240000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 7 -7 -4 17 10 -2 -1 27 -14 15 20 -16 -8 -19 -3 21 23 -22 24 -9 26 -23 28 -6 -15
right_child=3 19 5 4 12 6 8 14 -10 -11 -12 -13 13 29 16 -17 -18 18 -20 -21 22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017611559976392003 -0.0074125407717601788 0.00059076560724622372 0.0021431578317989441 0.0053194811585366474 0.003213359449101812 -0.0022858451226080174 0.0015202826554000077 0.0016439469858379736 0.0012320356797120451 -0.0043753006246624896 0.0016531564953621385 0.0029750857075178088 -0.0095798948327693173 0.0009017692611411653 -0.0072470010597741929 0.0035582177944062511 -0.00035870249977828562 -0.0067354481695120309 -0.00079921704029934043 -0.0051001882727163802 -0.0019542667555240731 -0.0054289123519947703 0.0029222587769727748 0.0019050664610084857 -0.0049993997642000876 -0.0078187772319994343 0.002746764521574459 0.0051262169701210393 -0.0048979887910203003 -0.0059076125658237937
leaf_weight=46.399627145379782 4.4107359871268299 4.2273172736167899 141.96718352288008 4.7682192847132709 3.9622803926467913 28.468453826382756 5.6645771786570576 12.032499410212042 101.20117478817701 24.615537667647004 11.916907042264937 6.0189671218395224 2.228913798928259 4.8127616941928864 3.2967745065689069 14.428774423897265 5.4934620559215546 5.4515744745731336 7.420211024582386 8.5992071554064733 6.9714350327849415 4.6501663252711278 20.234000563621521 21.586946330964565 9.9242707043886167 3.8874396756291381 4.6556757241487503 3.7461327463388443 3.8034416548907757 2.696674007922411
leaf_count=389 40 17 455 15 14 233 24 47 384 416 57 17 16 31 33 48 25 59 59 104 40 38 60 74 59 24 14 17 33 58
internal_value=0.000281589 0.000570886 0.00067913 -0.00171691 0.000220125 0.000929319 0.000172541 0.00137952 0.00075704 -0.00294786 -0.000795843 -0.00121732 -0.000924093 -0.00338288 0.000367866 0.000663642 -0.00294216 -0.00183625 -0.00331338 -0.00322459 0.000166097 -0.000556292 0.00167264 0.000259279 -0.00135879 -0.00324804 -0.00133865 0.0011559 -0.000759361 -0.00154351
internal_weight=529.541 462.58 449.753 66.9616 26.0184 397.335 148.206 249.129 119.738 40.9432 16.3276 52.4186 21.2502 9.73835 107.161 98.3712 8.79024 18.5364 12.8718 12.8265 83.9424 56.737 27.2054 43.5437 21.9568 13.1933 9.30584 11.5119 7.76572 7.50944
internal_count=2900 2203 2082 697 184 1676 759 917 526 513 97 406 169 105 462 404 58 142 118 121 356 256 100 180 106 76 52 64 47 89
is_linear=0
shrinkage=0.00519105


Tree=123
num_leaves=31
num_cat=0
split_feature=0 2 0 2 1 1 0 2 1 0 0 2 2 1 0 2 2 1 0 1 2 0 2 2 0 2 1 2 2 2
split_gain=8.13695 7.12375 4.74296 4.38806 4.24404 7.63393 4.21447 4.15532 3.78055 5.04681 3.68509 3.53331 4.67476 3.28401 5.55633 7.94403 10.5782 4.629 3.93492 5.32151 5.41332 4.88841 9.75081 9.00552 5.38722 3.99962 3.95986 3.95611 3.23292 3.06453
threshold=0.5810754169000002 41.792045663550006 0.42314601355000009 44.269496632500008 0.45393850480000009 0.46208197360000008 0.56424957340000015 49.275256100300005 0.48363821445000005 0.55754318735000019 0.63075955810000017 44.710446918150005 42.654057868200006 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.43706775245000007 0.47886290830000006 0.34458549145000011 42.773538294100007 0.47778509625000004 40.259171735100004 40.305698932850007 0.47694679800000012 42.508878681700004 0.35675578575000005 43.968221017800005 48.315732392000008 44.921040431000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 29 4 13 -6 -7 10 9 -5 11 12 -3 14 18 -16 -17 -18 19 -4 21 22 -21 -23 25 26 -24 -22 -12 -1
right_child=1 7 3 8 5 6 -8 -9 -10 -11 28 -13 -14 -15 15 16 17 -19 -20 20 27 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0038775112959889618 -0.0045990297445870883 0.0028738162654739908 0.0016115074095019244 -0.00083500830564944416 -0.0073818060372153674 0.0044149421040996627 -0.0028392605821252167 -0.0034499529143723227 0.0040142322417291232 -0.0069860251892013272 -0.004706350203800118 0.0039514483955149747 -0.0045873530613514141 0.0032140087953970537 -0.0050316340544017263 0.00461695084401848 -0.00057983313467191932 -0.0076105950631308603 0.0012857214930813146 -0.0060319435585029346 -0.0061979497747474592 0.0013544891770790601 -0.0064542375705705689 -0.0086768857510259017 0.0041336893062675706 0.003942515855241184 0.0017200027367255152 0.0012019835239660214 0.0023249164975508562 3.530714893043931e-05
leaf_weight=11.004100751131775 16.289836622774601 5.076422214508062 32.808831162750721 37.007217781618237 4.871990740299224 4.4070655032992345 4.3899858929216862 9.3979976102709752 3.8079862296581259 4.0653808899223796 5.433876018971203 10.189486667513846 4.2254092786461115 15.511251177638767 10.639962807297705 9.5493379235267657 8.2209936752915365 3.7420857995748511 247.35364717245102 4.7510242797434357 8.143674682825802 5.1793785467743856 4.0010448917746562 4.6764392182230949 15.077634826302527 3.2565530017018318 2.7431924007833004 2.6229067891836158 2.6820684112608433 10.982482954859732
leaf_count=191 330 35 123 262 44 13 37 106 12 42 84 29 39 46 98 25 40 22 972 46 74 17 27 38 41 13 17 11 15 51
internal_value=0.000226709 -0.00171141 0.000451838 0.000571371 0.000749098 -0.00211949 0.000794883 -0.00044027 -0.000980737 -0.00144384 0.000584279 0.00181971 -0.000515462 0.000852754 0.000751791 -0.00132786 0.000504012 -0.00277908 0.000954038 -3.13386e-05 -0.00109968 -0.000205607 0.000851573 -0.00340525 0.00215563 -0.000826573 -0.0031294 -0.00439521 -0.00238273 -0.00192303
internal_weight=512.109 53.2951 458.814 436.828 391.947 13.669 8.79705 37.0053 44.8806 41.0726 27.6073 19.4913 9.30183 378.278 362.767 32.1524 21.5124 11.9631 330.614 83.2607 50.4518 39.6853 29.8294 9.85582 25.0784 10.0008 6.74424 10.7666 8.11594 21.9866
internal_count=2900 638 2262 2020 1704 94 50 308 316 304 202 103 74 1610 1564 185 87 62 1379 407 284 199 144 55 98 57 44 85 99 242
is_linear=0
shrinkage=0.0052403


Tree=124
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 2 2 0 0 1 1 1 1 2 0 0 0 0 2 2 2 2 1 1 0 2 0 1 0
split_gain=3.97585 2.60964 2.22446 4.7245 4.77687 4.71467 3.53537 2.63069 2.53426 3.85665 6.89713 3.69709 2.42016 2.09168 2.8091 2.04615 5.36159 2.01025 1.96454 2.50376 1.95208 3.63408 1.90132 5.37518 2.34086 6.54603 2.52241 2.03607 1.93452 5.98257
threshold=0.50663153795000015 31.796797363700005 42.599563320500003 0.57600071855000012 0.47536001915000009 0.47976108500000009 43.19689381845 43.542456167850005 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.34581299960000006 0.34632196640000007 0.34515433670000012 42.929886289700008 0.52029879345000019 0.52428071015000011 0.58626987215000004 0.41932876265000008 41.24714903835001 48.315732392000008 48.988717865950008 35.131296350900008 0.34392682850000006 0.34307356065000005 0.4447920721000001 39.420767558750008 0.5025747732000001 0.35585760905000008 0.48607826115000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 18 17 -6 8 12 9 10 11 13 -8 -4 -15 -1 -17 -5 19 -3 -2 -22 23 -20 25 -24 -27 -25 29 -26
right_child=20 2 6 4 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 22 -21 21 -23 24 27 28 26 -28 -29 -30 -31
leaf_value=-0.024390922923264509 -0.019569853472664198 -0.021911587103290584 7.8364307989604805e-05 -0.0070540970090962694 0.02909819255924986 -0.0052678753113124931 -0.0042793274311398498 -0.00052956729810598065 -0.014510725215402523 0.013393742271893111 -0.028462320294616737 0.012926703511405803 0.011590710312481817 -0.02837237222131295 -0.0017016490919149947 0.024138274276263819 -0.022080385998326145 -0.024094604899049618 0.025555303064718222 0.006793503747080102 0.013418590447811757 -0.020404168901359369 0.0072161317391804137 -0.0075224414662282057 0.0024413096009659203 -0.0085642239051432999 -0.031422858825155865 0.0073022017483228346 0.0012813986436441846 0.014245117305523015
leaf_weight=2.4699533702805629 4.9023919040337187 2.5487708970904341 7.3193914294242948 4.4139155335724372 1.8754419982433308 5.2531804516911507 4.5266608744859722 98.058491757139564 9.186433117836712 4.110464882105588 3.9569850489497176 4.6636267043650141 12.549686823040245 2.7539007291197777 2.7151004113256931 1.5167954564094546 2.0343839675188065 5.2442889735102654 4.6748098731040981 1.7913114409893749 2.3349339589476585 2.0790115334093571 7.1155776232480985 4.6499601751565924 82.512727538123727 3.9337605163455009 2.905784010887146 10.338763017207382 161.52382081747055 18.131822071969509
leaf_count=50 249 42 53 40 8 64 34 620 66 16 30 17 50 26 18 3 61 68 9 36 11 59 26 29 317 18 24 48 750 58
internal_value=0.000548806 0.000786003 0.000943011 0.00182625 -0.00777969 0.00377336 -0.000925036 0.000644116 -0.00613061 -0.00311395 -0.00628338 -0.00125464 0.00738382 -0.00642624 -0.0151316 -0.0113852 -0.00233927 -0.0163069 0.00236353 -0.0100639 -0.0114882 -0.00251226 0.00254588 0.00813602 0.00214779 -0.00527768 -0.0182757 0.00270314 0.00254304 0.00456785
internal_weight=482.092 472.776 466.755 316.914 16.7868 7.12862 149.841 115.135 34.7059 25.5195 21.409 17.452 17.0763 12.7884 5.469 6.02113 3.55118 9.6582 300.127 4.34008 9.31634 4.41395 295.787 19.6635 276.123 13.9551 6.83954 14.9887 262.168 100.645
internal_count=2900 2581 2467 1537 180 72 930 704 226 160 144 114 84 97 44 114 64 108 1357 78 319 70 1279 86 1193 68 42 77 1125 375
is_linear=0
shrinkage=0.0186065


Tree=125
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 2 0 2 0 1 0 0 1 0 1 0 2 1 1 0 1 2 0 1 1 0 2 0 1
split_gain=7.83715 8.06528 6.10394 5.50925 4.2054 5.9687 5.82271 5.74554 5.38678 5.67633 4.0919 5.54876 4.9046 3.7276 5.17632 3.77224 3.50667 5.56942 5.93345 6.82726 5.42477 6.13538 3.49913 3.19516 3.05471 6.00245 7.41762 3.03603 2.95396 6.75302
threshold=0.46613873835000008 44.710446918150005 49.110028829250005 0.47305469895000007 0.37138109635000011 0.36927038110000004 41.840895355800008 0.51243974730000008 45.673096293200011 0.5025747732000001 0.48627286610000009 0.61532588845000014 0.68186581240000022 0.34392682850000006 0.4622167001000001 0.30560462260000004 0.52324780695000006 38.238138001450004 0.39971857130000005 0.39584144190000009 0.52877159370000015 0.3979222179000001 43.19689381845 0.47727612945000003 0.40621538280000008 0.41753240920000007 0.53321756835000012 40.305698932850007 0.48077901860000011 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 5 6 -5 8 9 27 -3 -12 -13 15 -15 -1 -9 20 19 -19 -18 -22 28 -24 -20 26 -26 -6 29 -8
right_child=1 10 -4 4 7 -7 22 16 -10 -11 11 12 -14 14 -16 -17 17 18 24 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0057437241743354423 -0.0041112187197293436 0.0038341074276813554 -0.0031796140153576785 0.001905172160208863 0.0028703138260146119 0.0049885286023406607 0.0029034054480249192 0.0020572359739259994 0.0039132410459757575 -0.0080164010481008942 -0.0069601732959805457 0.0022099248431558293 -0.0060359947260699778 -0.0068422570103851216 0.0017193506067542208 5.5839009932486445e-05 -0.0075779770912103124 9.081576415144529e-05 0.0041008877708163596 -0.005838730061901257 0.0035932806967158039 -0.0025805199574205793 -0.0017435947418350656 0.0024403732810592627 0.0016118683459459065 0.001264149421308064 -0.0082546141539209267 -0.0046385163681626953 0.00038117023106247196 -0.0037707150413033488
leaf_weight=3.4411615189164868 22.623652881011367 6.7074704393744495 12.750573169440029 102.63609416037798 3.1053911596536619 11.663775950670241 5.5567760840058353 32.644308693706989 2.6435905843973151 6.1599083486944437 3.5369235612452057 10.087308809161184 2.5371317192912093 6.3379897549748403 2.8895056955516338 37.513329531997442 4.1636257246136692 18.312594082206491 8.9662865102291089 7.7741866037249556 6.0512005314230946 17.924430711194873 6.7008269280195263 21.879074178636074 4.2383537515997869 92.946251146495342 4.328649889677763 2.9519389308989048 25.535709425806999 18.26900165528059
leaf_count=91 416 19 128 333 11 34 17 116 12 58 39 50 61 83 17 215 41 99 25 68 21 170 39 78 23 349 40 31 92 124
internal_value=0.000233565 -0.00186697 0.000438019 0.000539478 0.000745042 0.00131301 0.0010756 0.000230524 -0.00294832 -0.00443304 0.000353216 -0.00109146 0.000552744 -0.0011173 -0.00416127 -0.000431464 0.000469897 0.00015529 0.000597803 -0.00167626 -0.00199233 -0.00102232 -1.68151e-05 0.0014594 0.00113476 0.000872776 -0.00337337 -0.00078899 -0.000871533 -0.00221414
internal_weight=512.877 45.4925 467.385 454.634 404.452 192.241 180.577 212.211 14.8608 12.2172 22.8688 16.1614 12.6244 50.182 9.2275 40.9545 197.35 164.706 136.566 26.0868 28.1393 23.9756 77.9414 28.5799 110.48 101.513 8.567 6.05733 49.3615 23.8258
internal_count=2900 585 2315 2187 1781 717 683 1064 112 100 169 150 111 406 100 306 952 836 604 167 232 191 350 117 437 412 63 42 233 141
is_linear=0
shrinkage=0.0053014


Tree=126
num_leaves=31
num_cat=0
split_feature=1 2 0 1 2 1 0 2 2 2 0 2 2 2 1 0 2 0 0 0 1 0 2 2 1 0 0 1 0 0
split_gain=7.17397 4.93025 5.29368 4.24127 3.87382 3.85622 6.51109 5.28139 4.36959 5.08828 5.16662 3.65135 3.63611 3.32945 3.65635 4.94352 4.13983 4.60112 3.11225 4.19774 3.17163 3.02597 2.89328 3.99751 4.28603 5.82375 3.48589 3.39975 8.4446 2.84095
threshold=0.45393850480000009 49.110028829250005 0.47305469895000007 0.45664800455000004 36.735256530150004 0.39078171310000004 0.53136133645000017 41.621607100200002 37.572218886150004 34.997818021800008 0.54384599265000022 37.272044000450002 48.680511450650009 38.938637541200009 0.48627286610000009 0.61532588845000014 45.027406014450008 0.68186581240000022 0.51589772760000019 0.50300889195000009 0.38042274180000007 0.47648274005000008 43.19689381845 42.773538294100007 0.34587287805000005 0.47997065955000012 0.47727612945000003 0.34569324270000007 0.47760546090000006 0.50482021495000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -2 -5 7 -7 -4 9 10 -8 -6 -1 -13 -15 -16 -17 -18 19 22 -20 -3 23 27 25 -25 -24 28 -9 -21
right_child=3 21 5 4 11 6 8 18 -10 -11 -12 13 -14 14 15 16 17 -19 20 29 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017800421289431458 -0.0081135990051612872 0.00081619499570186591 0.0020814909175923438 -0.0065015492198150114 0.0067919240385123768 -0.0024595066063006926 0.0067266328182194893 0.0019420387361714492 0.001122252995534138 -0.0064374956543766888 -0.0035390571637574624 -0.0072325764962207833 0.0031486290660170707 0.00067057285029688653 -0.0071453292822964047 -0.0065742996250089175 0.0025138850449847967 -0.0065877517041752834 -0.0079571758721933457 0.0066628762705880171 -0.00041369744429309616 -0.0054093143947280889 -0.0019614014630477883 -0.0062101422989212498 -0.0087162104491745676 0.0032882665666466001 0.0029759484227131969 0.0018923472464046833 -0.0054737039181027604 0.0012410154259528306
leaf_weight=43.514793306589127 3.3112470321357241 4.1996467709541303 136.93910732120275 4.5157099924981585 2.1158319395035496 27.953399736434221 3.0376065671443921 11.76893061771989 102.97752400115132 6.1019884031265974 3.9058468732982874 2.9306192807853213 5.9276434332132331 27.61553405597806 5.9628519173711565 3.4338779486715785 9.9941260889172536 2.4008646719157687 3.0273537710309011 6.0704586356878263 5.4213319048285484 7.7295638080686331 6.668857958167794 4.3463802598416788 3.8783054165542117 4.6639745384454727 19.725212268531322 21.349166229367256 9.8155975043773633 7.5668435394763947
leaf_count=389 34 17 455 141 20 233 7 47 415 59 45 54 17 134 100 105 49 60 33 16 25 104 40 38 24 14 60 74 59 32
internal_value=0.000264884 0.000526653 0.000629415 -0.00161216 -0.00124709 0.000862826 9.82355e-05 0.00131914 0.000714472 -0.00250445 0.000951954 -0.000811354 -0.00118914 -0.00111873 -0.000756081 -0.00256401 -0.000838187 0.000750931 0.000318256 0.000621018 -0.0031167 -0.00321764 0.000117855 -0.000643672 -0.00352708 -0.00129354 0.00172845 0.000221925 -0.00143028 0.00365448
internal_weight=508.87 446.59 434.66 62.2807 58.9694 385.218 143.976 241.242 116.023 13.0454 6.94345 54.4537 49.4424 52.3379 49.4073 21.7917 15.8289 12.395 104.302 95.8537 8.44869 11.9292 82.2164 55.8224 12.8887 9.01035 26.3941 42.9337 21.5845 13.6373
internal_count=2900 2203 2082 697 663 1676 759 917 526 111 52 522 406 502 448 314 214 109 462 404 58 121 356 256 76 52 100 180 106 48
is_linear=0
shrinkage=0.00590365


Tree=127
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 2 0 0 2 2 1 1 2 2 0 0 0 0 0 1 1 2 0 2 0 2 1 0 2
split_gain=3.80686 2.52387 2.32834 3.37808 5.26911 4.83691 4.63187 4.63783 5.38248 3.44048 2.7696 2.93148 6.73361 4.66553 2.78601 2.76436 4.25618 2.65507 2.21977 1.99352 4.53043 4.39696 2.83242 3.31627 2.64756 1.98014 5.5219 3.04153 2.04669 1.92881
threshold=0.50663153795000015 32.785955158400007 0.42646926740000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 0.49588335680000006 41.872669623500009 43.162556114600001 0.34542378970000004 0.34512439750000007 42.508878681700004 42.178283198950005 0.48101853240000009 0.47760546090000006 0.51589772760000019 0.49128768600000011 0.48543456785000005 0.34554354660000003 0.36000419150000007 40.259171735100004 0.48101853240000009 36.514114975300011 0.41155953415000007 35.818873074050011 0.30560462260000004 0.39672464895000009 38.512991772500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 4 9 6 7 8 -5 19 11 12 13 -11 -13 16 -16 -7 -17 20 -4 -21 29 -24 -23 27 -27 -3 -29 -22
right_child=-2 2 3 5 -6 17 -8 -9 -10 10 -12 14 -14 -15 15 18 -18 -19 -20 21 22 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.010659354867415829 -0.012719658898510074 -0.021987981591847425 0.0059704395792312464 -0.030729862532782627 0.017965742832068119 0.012528144604922744 0.01303227305432398 -0.030657685264728771 0.010257743166927772 -0.016647356069588084 0.0037781567017637911 0.0097438649733210432 -0.032348059544402577 0.0072983223287958659 0.0014614280088274258 0.0088227013407762497 -0.030421048586112494 1.623506928941694e-05 -0.0081321210832171042 0.016369710534907284 -0.0041376278520684675 0.0082470136852743001 0.008743281948032474 -0.01306499496409789 -0.010221085231831345 0.011942702444085794 -0.028916028050033005 -0.0034599638201500346 0.014572091000787261 -0.026693128288977311
leaf_weight=8.0332031892612559 9.0381616521626693 2.5454759895801571 61.496909558773041 2.1602506134659034 10.022922717034815 7.5345948562026015 2.6051346138119689 5.8152145948261023 3.7854548841714859 6.2435430511832255 35.756822112947702 9.1273174136877078 4.4978340305387965 7.9284277856349945 3.6184760965406921 7.7004820778965932 3.5716328024864197 216.02322846651077 5.8203543424606323 17.279740080237392 2.9495860449969795 8.1302840784192068 7.6381488852202875 4.9222587943077087 5.64662330597639 2.1278891600668421 4.2676531095057726 7.5527897961437684 4.2073611803352833 3.6310635656118393
leaf_count=133 319 91 210 29 34 26 10 59 22 40 164 32 41 33 30 24 31 1217 26 59 21 26 28 22 24 12 53 44 17 23
internal_value=0.000600241 0.000854953 0.00105404 0.00137078 0.00331329 -0.00031095 -0.0119646 -0.0175016 -0.00463427 0.00256385 -0.0005969 -0.00382189 -0.010261 -0.00325108 0.000207046 -0.00399583 -0.014376 0.000437925 0.00152411 0.00494839 0.00323059 0.00940862 -0.00557208 0.000196905 0.000677652 -0.00573799 -0.0153217 -0.00145343 0.00299126 -0.0165833
internal_weight=481.679 472.641 464.607 443.906 205.982 237.924 14.3661 11.7609 5.94571 195.96 84.2649 48.5081 18.6698 14.172 29.8383 20.7109 7.19011 223.558 13.5208 111.695 80.638 31.0566 19.1411 12.5604 13.7769 20.7012 6.39554 14.3056 11.7602 6.58065
internal_count=2900 2581 2448 2231 868 1363 120 110 51 834 421 257 114 73 143 111 61 1243 50 413 304 109 94 50 50 217 65 152 61 44
is_linear=0
shrinkage=0.0207191


Tree=128
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 0 0 1 0 1 1 2 0 1 0 2 0 0 1 0 0 1 2 2 2 1 1 0 1
split_gain=3.22195 2.09117 1.99991 3.36696 1.97654 4.36372 3.944 3.82441 4.1493 2.8326 2.82182 2.47466 2.21077 2.24546 3.07655 1.9334 2.13333 1.91744 1.70839 1.55135 1.51691 4.93337 6.57803 5.10082 4.46335 4.01385 3.25603 5.93531 3.09471 4.94901
threshold=0.50663153795000015 29.904643970450003 48.315732392000008 48.988717865950008 42.718072821900002 43.19689381845 0.55154037305000014 0.58859016195000013 0.47777012665000013 0.47997065955000012 0.3447651268000001 0.3465914194000001 43.542456167850005 0.48119816770000007 0.34620220950000008 0.62143349005000015 41.726652433350004 0.51401155655000019 0.42314601355000009 0.39685937550000011 0.52324780695000006 0.53592706805000012 0.39772761295000009 41.792045663550006 41.322103772800006 40.823855932350007 0.38991347565000006 0.39388042275000007 0.48543456785000005 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 7 6 9 18 -9 10 -6 -11 13 14 -7 16 -10 -13 -3 -15 28 22 26 24 25 -23 -22 -28 29 -20
right_child=2 4 3 -5 5 12 -8 8 15 11 -12 17 -14 19 -16 -17 -18 -19 20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.01350505431373434 -0.018175609859181707 -0.0074268465171285969 0.012407702924421915 -0.018855855363560908 -0.00035800862331756802 -0.016562976004593211 -0.027264783144993646 -0.021663704128154739 -0.020860204542494248 0.0069336909193998394 -0.022938550412451325 -0.016177104895547842 -0.00055859054469222934 0.016675132428285999 0.010261579242508295 0.011470234687476306 0.0078610941762243813 0.00068616888025439663 0.0019702391324744519 0.0040281860782880865 0.013949060924994181 -0.0007633192493126385 -0.024519459213369978 0.0096336361143524087 -0.015186512010269501 0.0096599905602409129 -0.018458704864284376 0.0034627799189991446 0.0055653000422200127 -0.014165095852130088
leaf_weight=3.1289033880457273 4.4444318171590549 5.9073261730372897 2.3427434489130974 1.8695994559675453 2.7193520087748828 2.6096428949385908 2.7396888434886923 4.4141354039311391 1.8184752296656372 6.7339893728494635 4.3311733175069094 3.8635056260973197 98.17147165350616 5.953479588031767 2.553318127989769 2.6907459311187267 1.3677521422505377 4.3011100590229034 100.62546347826719 5.7604972422122955 3.2259651720523896 57.60194100253284 4.9106316715478888 21.778256051242352 5.3579496778547755 13.828880302608011 6.1767762489616862 9.4043840877711755 80.303592920303345 6.0848471857607356
leaf_count=76 249 103 11 59 28 29 25 63 33 22 52 23 620 16 11 20 9 25 404 28 9 317 45 77 30 43 59 54 306 54
internal_value=0.000456743 0.000650864 -0.0100459 -0.00146826 0.000746069 -0.00098227 -0.00760988 0.00148805 -0.00893439 -0.00515656 -0.0142293 -0.00086301 0.000439983 0.00624859 -0.00329702 0.000626471 -0.00853101 -0.00729355 0.00182833 0.0104558 0.0020051 0.000500443 -0.00661348 0.00221223 0.000107433 0.00125462 -0.00193814 -0.00522747 0.00298896 0.00105017
internal_weight=477.02 468.363 8.65677 4.21234 465.234 139.737 24.6888 325.497 10.2911 21.9491 7.05053 14.8986 115.048 16.8769 5.16296 5.87697 3.18623 8.16462 315.206 11.714 309.299 122.285 23.7178 98.567 76.7888 71.4308 18.8071 15.5812 187.014 106.71
internal_count=2900 2581 319 70 2505 879 175 1626 125 150 80 70 704 84 40 62 42 48 1501 44 1398 634 167 467 390 360 122 113 764 458
is_linear=0
shrinkage=0.0173738


Tree=129
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 1 1 0 0 0 1 0 2 1 2 0 2 2 0 0 0 2 2 2 2 2 2 1 1
split_gain=8.56962 6.83027 7.29367 5.50106 5.17856 4.99303 5.34617 4.39724 4.10592 3.63125 6.97781 3.17057 11.1998 6.46849 4.45258 3.1577 2.78458 2.67471 3.58668 2.92993 6.9813 7.35022 4.78488 2.78141 2.66538 2.64518 9.01667 3.70534 2.53187 9.73803
threshold=0.54910032635000017 0.47727612945000003 44.527357125550004 36.735256530150004 0.41865513010000005 0.43590012275000006 0.50663153795000015 0.34524415440000006 0.42314601355000009 0.53136133645000017 0.51017933595000009 0.39078171310000004 0.53592706805000012 43.633733172900008 0.39971857130000005 37.572218886150004 0.56055207925000017 40.621691032550004 43.162556114600001 0.47778509625000004 0.48041974790000003 0.47886290830000006 41.966555987550002 43.57842012870001 44.921040431000009 41.169697216150006 40.259171735100004 50.065525775750011 0.41985269900000005 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 11 -2 9 25 16 8 24 10 -4 17 13 14 -13 -10 -7 -3 19 -19 21 -21 -23 -20 -1 26 -5 -27 29 -14
right_child=3 2 4 5 -6 6 -8 -9 15 -11 -12 12 28 -15 -16 -17 -18 18 23 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0032858949678848158 -0.0040221891101761623 0.0019518655206112784 0.00081144591056580152 -0.0046395042802869603 -0.0062822472299991069 0.0021878892400879523 -0.0031033437188993673 -0.0025066256168194195 0.0032240388790133663 0.0019651145438916878 -0.0057622161148553211 -0.0018099910512505038 0.0033645773910222793 0.0027538527963529057 -0.0067225272910229105 0.00017188122101601249 -7.4099966278234235e-05 0.0028575323256116811 0.0041507992876252025 -0.0070361607609082744 0.00088227982030942675 0.0021708393901638048 -0.004063560955085874 0.00095459754661032759 -0.00010558905590184038 -0.0062511034070871514 0.0037336860617524711 0.000829203791909461 0.0026418004625441533 -0.00271680839478864
leaf_weight=10.496388388797643 9.9133670255541784 92.781435199081898 7.7461666502058559 6.3018239885568637 3.8477583099156609 13.05497073382139 10.767398165538905 18.551991591230035 8.4261090904474241 7.35170804709196 5.7095463909208775 22.266234893351797 11.626644872128965 5.4493168927729121 4.5175471156835547 38.090145751833916 73.147173404693604 9.2516363486647588 10.792034417390825 4.9948364570736876 57.704342804849148 6.1378258317708951 4.2348056137561798 11.392648555338381 10.970574684441088 6.2791381739079934 4.478050708770752 1.9786262735724447 26.566617995500565 9.9436171278357488
leaf_count=185 205 301 39 52 58 41 256 152 25 29 67 159 32 26 43 167 398 27 27 41 212 18 29 40 51 58 12 19 78 53
internal_value=0.000226622 0.000557883 0.000877797 -0.00079633 -0.00147392 -0.000520665 -0.000105933 -0.000559752 -2.84676e-05 -0.000584748 -0.0019779 0.00108662 0.000331257 -0.00172693 -0.00263858 0.000724759 0.000268469 0.00139433 0.000899361 0.000465476 0.000162617 -0.00253969 -0.000374462 0.00250943 -0.00166062 -0.00263313 -0.00116121 -0.00455461 0.00170945 0.000561136
internal_weight=514.77 388.85 302.315 125.921 24.6552 116.007 96.9695 86.5352 67.9832 20.8074 13.4557 277.66 80.37 32.2331 26.7838 46.5163 86.2021 197.29 104.508 82.3234 73.0718 15.3675 10.3726 22.1847 21.467 19.0376 10.7799 8.25776 48.1369 21.5703
internal_count=2900 1859 1279 1041 193 836 695 580 428 135 106 1086 391 228 202 192 439 695 394 327 300 88 47 67 236 141 64 77 163 85
is_linear=0
shrinkage=0.00451168


Tree=130
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 2 2 0 1 0 2 2 1 1 2 1 1 2 2 1 0 2 0 1 0 2 2 0 1 0
split_gain=3.05726 4.59941 3.19825 5.88216 2.79638 4.16921 3.89247 4.40743 3.73696 3.63743 3.07717 2.71377 2.64788 3.83296 3.63593 6.68545 5.94364 2.69311 2.82756 2.49845 4.82077 4.20784 3.25551 2.46954 3.52626 3.8169 4.24355 4.50177 2.45783 7.65063
threshold=0.54910032635000017 0.4355408521000001 0.43672345135000007 36.735256530150004 48.988717865950008 48.852845034800005 44.269496632500008 0.41932876265000008 0.31100865245000009 0.39614083410000006 50.264779514000004 37.272044000450002 0.41985269900000005 0.4211999641000001 43.874475754150005 0.40621538280000008 0.41753240920000007 41.24714903835001 41.134354310300004 0.48627286610000009 0.61532588845000014 45.027406014450008 0.63075955810000017 0.34482500525000009 0.47943175355000006 45.027406014450008 45.90502654165001 0.54017843775000018 0.3982365797500001 0.52511900840000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 -1 -6 -8 -10 -5 14 -14 15 17 -17 18 -9 -13 -21 -22 -23 -11 -25 -26 -27 -28 29 -19
right_child=1 2 3 11 8 -7 9 12 10 23 -12 19 13 -15 -16 16 -18 28 -20 20 21 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.013847211978079026 -0.011059549541886206 0.014156891504379229 -0.021970630670179615 0.021445566606130635 0.0057682831501447577 0.018336553669409481 0.014010882784065266 0.0030741261448705083 -0.03288616932576538 -0.021240288957970616 -0.0019736007141159398 0.0011022423163702213 0.017146316391048771 0.0021601465117511032 0.012030897735868195 -0.030815929661659518 -0.0013693562044676693 0.00040627472662137346 0.015787884594961988 -0.023166054355516899 -0.021665071233920936 0.020420984592403157 -0.0024776961216125288 0.0067715864543631508 -0.029693880125062001 0.010568588848796748 -0.022677845223256114 0.0094777777124953021 0.013177742571610475 -0.020938771992040691
leaf_weight=6.5294937761500469 18.948992906138301 5.3183366134762755 4.9983132341876617 2.1475441986694923 3.5462088435888273 5.6028204485774031 3.273524027317765 139.01402956806123 3.0142742730677128 4.3367940336465862 2.0635033212602139 63.733688164502382 10.848874241113664 16.166143482550979 12.592379726469515 4.514538297429679 6.172480970621109 101.44536031968892 6.9887644723057738 5.1028632884845164 2.9825706519186488 3.374026130884884 7.8718194700777531 6.6163729205727604 3.0745630599558345 4.182390207424759 5.859294690191744 2.3087403848767281 4.9049972742795935 6.8168077543377867
leaf_count=168 167 18 174 22 13 14 20 594 24 38 39 313 27 75 40 40 25 479 21 107 131 10 99 25 37 26 59 10 16 69
internal_value=0.000494331 -0.00228184 -0.00054071 -0.0014072 0.00137745 0.00164685 0.00137631 0.00201032 -0.00959474 -0.00538029 -0.0203239 -0.00020101 0.00234491 0.00817839 0.00178696 0.00130895 -0.0138085 0.00193232 0.0036827 -0.000760656 -0.00690248 -0.00106974 0.00439246 -0.00778673 -0.00513965 -0.0102488 -0.00540811 -0.0135889 -0.000325926 -0.000937732
internal_weight=474.351 114.478 95.5292 90.2108 359.872 351.248 345.646 315.994 8.62399 29.6517 5.07778 85.2125 309.464 27.015 282.449 269.857 10.687 259.17 146.003 83.065 19.3313 14.2284 11.2458 26.3782 22.0414 15.425 12.3504 8.16804 113.167 108.262
internal_count=2900 1041 874 856 1859 1783 1769 1554 76 215 63 682 1386 102 1284 1244 65 1179 615 660 347 240 109 195 157 132 95 69 564 548
is_linear=0
shrinkage=0.0195037


Tree=131
num_leaves=31
num_cat=0
split_feature=0 2 1 1 1 2 1 1 0 2 2 1 1 2 0 2 2 1 0 0 1 1 2 1 1 1 0 1 0 1
split_gain=5.7442 5.23538 8.36059 5.95026 6.51584 6.25365 5.18078 4.32547 3.89152 3.76742 3.45282 3.78222 3.25519 5.48154 3.40079 2.80448 2.72469 2.56018 2.79336 2.49745 2.34112 7.8707 3.96055 3.43373 4.13567 2.59896 2.36221 6.96002 4.1021 6.7762
threshold=0.54910032635000017 42.178283198950005 0.42552618185000007 0.40105086675000007 0.39167988980000007 44.611732354850012 0.4355408521000001 0.50663153795000015 0.41932876265000008 42.428475018400007 36.735256530150004 0.43706775245000007 0.34193587020000005 48.315732392000008 0.37395586960000005 41.24714903835001 45.90502654165001 0.34491482290000003 0.47727612945000003 0.48851830785000006 0.41985269900000005 0.4019490434500001 41.134354310300004 0.41753240920000007 0.40621538280000008 0.4211999641000001 0.53592706805000012 0.39078171310000004 0.52682554415000016 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 9 -5 -2 10 15 19 11 -8 13 14 -11 -1 -7 -14 -19 -3 21 26 25 24 -23 -22 27 -10 -29 -30
right_child=6 2 -4 5 -6 16 7 -9 20 12 -12 -13 17 -15 -16 -17 -18 18 -20 -21 22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0089455233391423656 -0.0047831343552561358 -0.0089567750089186576 -0.010765391457249114 0.007971411074293791 -0.0071952926005149449 0.0032967575463296499 0.0065067222325962603 -0.0052505671371194627 0.0020887751019454674 0.0027769672453560553 0.0004987086466395422 -0.0089436988624540786 0.0045115208741620741 0.00094812157222541713 -0.0097684207970060583 0.0031173026884960919 -0.0066749597921570841 -0.0030061852941710141 0.0011190244849351933 0.00028446628698359177 0.0055696586130024638 -0.0016899008855928942 0.0088460536562610485 1.3819871504822059e-05 -0.013023954598877754 -0.00096384662850706657 0.0064471735694249539 -0.0078984607272374711 0.0055475220825566014 -0.0064874839450033859
leaf_weight=3.6635886803269377 20.127227960154414 4.732971651479601 4.6099328715354195 10.470039151608946 8.7320884764194471 3.3325970210134974 1.2195166274905194 10.246473459526895 176.14573099836707 1.6284918133169428 84.472933724522591 4.6076406221836805 10.55231576412916 11.308598063886164 6.8334530461579561 1.7254525795578954 3.3382624872028828 12.164644606411455 55.89200434088707 2.852524422109127 6.3940110355615642 3.7066366970539075 7.0829810276627532 6.4032426103949547 4.1566397361457348 8.8128991052508336 6.3625527322292319 6.5991687662899521 5.9913965538144094 5.4259254559874535
leaf_count=74 167 38 73 25 77 16 6 319 658 18 440 109 34 43 104 26 28 98 243 11 17 19 16 25 34 38 16 61 22 45
internal_value=0.000312085 0.000784162 -0.000438254 -7.71491e-05 -0.000717857 0.0042101 -0.00117025 -0.000447024 0.00147207 -0.000184082 9.80407e-05 -0.00571021 0.000224381 -0.00260528 -0.00735407 -0.00508327 -0.00169334 0.000936055 0.000381672 -0.00548161 0.00162107 0.00137134 0.00402759 -0.00422747 -0.00768124 0.00178328 0.00176967 0.00161639 -0.00300205 -0.000171949
internal_weight=499.592 378.918 136.448 131.838 114.697 17.1409 120.674 100.547 242.47 105.965 90.3001 5.82716 98.3795 19.7705 8.46194 5.38904 6.67086 78.609 68.0566 7.5855 237.081 214.791 22.2899 14.2665 7.86328 15.2069 200.525 194.162 18.0165 11.4173
internal_count=2900 1859 808 735 666 69 1041 874 1051 589 555 115 540 165 122 100 44 375 341 49 951 880 71 78 53 55 802 786 128 67
is_linear=0
shrinkage=0.00780139


Tree=132
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 1 1 0 0 1 0 2 1 0 0 2 0 1 0 0 2 2 0 0 0 1 2 2 2 1
split_gain=2.84697 2.20357 3.09157 1.98483 1.741 3.69575 3.15667 8.53053 2.38921 4.85206 4.6669 4.75619 3.75079 4.13082 5.04303 3.66635 4.26264 3.32858 3.20618 3.14528 3.26331 4.13304 2.59227 6.09597 3.37883 3.78885 2.90349 2.53636 4.86862 2.65879
threshold=0.52332265500000019 51.779769178100004 0.61532588845000014 32.785955158400007 35.131296350900008 0.34392682850000006 0.34193587020000005 0.4588185982500001 0.50579323975000012 0.37982395740000008 0.50356276755000018 38.592454371550012 0.36195024100000012 0.48140774230000011 0.50109278165000015 38.703421923500009 0.52428071015000011 0.36998892250000009 0.53136133645000017 0.48181192180000004 41.322103772800006 43.162556114600001 0.54679500610000009 0.55240861050000023 0.55754318735000019 0.43166372265000008 41.792045663550006 43.45354240915001 43.061965423550006 0.34518427590000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -6 10 17 11 -8 19 -14 -15 -11 -17 -10 -18 27 -21 -22 -20 26 -25 -26 -24 28 -13 -29
right_child=-2 2 -4 4 6 -7 8 -9 9 15 -12 12 13 14 -16 16 18 -19 22 20 21 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.0084351554705854696 -0.012595522349021079 -0.021143390165394779 0.0077018000176682288 0.022064490450721608 -0.0014254035623547253 0.0021152818094229359 0.010327671954555957 -0.03073049766041077 -0.00010549129637659018 -0.0048321286670478299 0.015085248911441789 -0.00055386744697055582 0.0035102166790244643 -0.032794656943058137 -0.00082293701227335869 0.0095781914286319925 -0.0074237131602321134 -0.017649885888735777 0.0050703319202766942 0.011657982680662074 -0.0020932546588423241 0.014037077908447302 -0.028423376943113816 0.010650199067675059 -0.015961426118665363 0.00074132013509447842 -0.0038720561364042703 0.015763313047636566 -0.02097156627627985 0.00039156292528552477
leaf_weight=7.7829417623579493 5.5530176730826488 3.5356906224042168 1.9275044761598108 3.9725607372820404 28.64473351277411 14.489184045232831 20.16917298361659 3.7742889225482932 6.265210047364234 35.137199336662889 9.6170286703854782 72.46485235914588 4.9883553739637119 3.7076254859566689 2.99377659894526 20.166090853512287 15.023435167968271 8.6334293186664564 45.341174282133579 18.050344593822956 22.341966390609745 7.0051425248384467 3.585529811680316 10.689820595085619 4.888795554637908 67.700931505300105 2.9458680525422096 6.1937514021992675 4.1451497077941886 9.6844187751412374
leaf_count=140 239 81 10 10 241 102 77 32 37 267 34 326 33 44 21 77 125 64 171 62 87 19 23 41 47 375 18 16 37 44
internal_value=0.000446619 0.000602079 -0.0109663 0.000739351 0.00089711 0.00640791 0.000662773 -0.00483716 0.0011066 -0.000175256 0.00266422 0.00196869 0.000856412 -0.00911429 -0.0185116 0.000556834 0.00166844 -0.0102721 0.000606293 0.00168963 0.00552762 0.00175705 0.0014989 -0.000304137 0.00103272 -0.000383582 -0.01735 -0.000277226 -0.00165861 0.00638777
internal_weight=471.419 465.866 5.4632 460.403 452.62 18.4617 434.158 32.419 401.739 220.377 181.362 171.745 151.575 11.6898 6.7014 205.479 170.342 14.8986 150.176 139.886 47.3975 29.3471 135.152 89.8109 83.2795 72.5897 6.5314 92.4882 76.61 15.8782
internal_count=2900 2661 91 2570 2430 112 2318 273 2045 1245 800 766 689 98 65 1144 877 101 800 591 168 106 675 504 463 422 41 423 363 60
is_linear=0
shrinkage=0.0183229


Tree=133
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 0 0 1 1 1 1 1 0 1 0 2 1 1 0 0 0 1 2 2 0 2 0 0 1
split_gain=8.75908 8.99556 8.52774 5.68038 7.62847 5.78072 5.76517 5.83445 7.6411 5.48429 5.55266 4.76703 4.47928 4.50623 4.40676 4.33502 4.28705 6.062 7.43933 3.41195 7.84753 8.36582 7.19471 5.5844 3.38873 5.3226 4.43977 6.95635 4.66918 7.67645
threshold=0.46613873835000008 44.710446918150005 50.448116877400004 0.47727612945000003 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.38398550940000004 0.36543816055000006 0.36597706655000006 0.34524415440000006 0.48627286610000009 0.61532588845000014 0.30560462260000004 0.68186581240000022 38.592454371550012 0.35585760905000008 0.34988473400000003 0.48041974790000003 0.47778509625000004 0.47886290830000006 0.34488488370000009 41.322103772800006 38.703421923500009 0.56369569775000017 44.215931556700006 0.53136133645000017 0.52428071015000011 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=2 -2 3 11 5 9 7 8 -6 16 -11 14 -3 -14 -1 -15 -5 18 19 20 -18 22 -22 -21 25 -8 28 -28 -26 -30
right_child=1 12 -4 4 6 -7 24 -9 -10 10 -12 -13 13 15 -16 -17 17 -19 -20 23 21 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0043069612251498812 -0.0032078966416081885 0.0029900196496439125 -0.0047420194839883452 0.0030985314166538519 0.0027327123298390567 0.0038656459242008005 -5.9124164603322744e-05 -0.0048744983552747164 -0.0051525357570567868 0.0013918567244394467 -0.0054411559977680587 -0.0022614387615746993 -0.0050154135246924369 0.0013547124634757885 0.00020526627022698251 -0.004469976627535132 0.0025875536511737007 -0.0022801379826332905 0.0041584362928470796 0.0030622780511315455 -1.6435064169583941e-05 0.00050357796556360439 -0.006334411198835042 0.00054253926332769502 0.0025738825311320303 -0.003694621647510353 -0.0051368436753575029 9.5694990683352853e-05 -0.0018644625938199384 0.0010104118552498632
leaf_weight=3.5971141047775737 23.350750677287579 6.8180472254753139 5.1560970395803443 16.768372029066086 5.58704114705324 12.336164832115172 42.279830619692802 7.064632285386323 2.9628992080688477 3.5037750825285903 4.0271800793707371 19.281403809785843 3.2608267478644875 10.265812970697878 65.535141829401255 2.5040898546576491 13.485141180455683 8.4739709272980672 11.989719644188879 22.179126232862473 4.8692387044429761 20.606748394668102 6.8128021955490112 36.931468904018402 21.462216638028622 7.4648254998028269 4.9844223894178894 20.325927026569843 17.442393455654383 90.849928304553032
leaf_count=91 416 19 75 45 16 34 218 58 39 11 32 152 39 50 336 61 39 40 31 61 18 79 49 129 63 91 51 99 117 341
internal_value=0.000174698 -0.00147536 0.000334857 0.000390455 0.00060009 0.00125405 0.000119509 -0.00220532 1.55804e-07 0.00103877 -0.0022621 -0.000516257 0.000295233 -0.00085089 -2.95156e-05 0.000212531 0.00121369 0.000961542 0.00119658 0.000858 4.44688e-05 -0.00101763 -0.00370099 0.00148798 0.000296753 -0.000604677 0.000585931 -0.00093476 0.000882562 0.000547362
internal_weight=522.177 46.1995 475.978 470.821 382.408 161.984 220.424 15.6146 8.54994 149.648 7.53096 88.4137 22.8488 16.0307 69.1323 12.7699 142.117 125.348 116.874 104.885 45.7739 32.2888 11.682 59.1106 204.81 49.7447 155.065 25.3103 129.755 108.292
internal_count=2900 585 2315 2240 1661 568 1093 113 55 534 43 579 169 150 427 111 491 446 406 375 185 146 67 190 980 309 671 150 521 458
is_linear=0
shrinkage=0.00396922


Tree=134
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 0 1 0 1 0 0 0 2 2 1 1 0 2 1 2 1 0 0 1 1 0 2 2 1
split_gain=2.64193 4.92603 3.27728 3.11743 3.32078 3.14258 2.56884 4.36001 2.69281 3.78777 3.69986 2.57246 3.71287 5.2608 3.83864 3.15572 3.66033 3.49001 3.4686 2.41413 5.8385 2.63469 4.63791 2.5091 2.34324 2.2695 3.58173 5.98319 9.59811 4.74706
threshold=0.45393850480000009 0.45664800455000004 49.110028829250005 36.735256530150004 37.272044000450002 38.938637541200009 0.47727612945000003 0.34524415440000006 0.4622167001000001 0.35675578575000005 0.47706655490000011 0.47778509625000004 0.47886290830000006 40.532725462000009 42.718072821900002 0.35585760905000008 0.34988473400000003 0.49320379630000005 39.530201452500002 0.46613873835000008 44.710446918150005 0.48627286610000009 0.61532588845000014 0.63075955810000017 0.39745815990000005 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.43590012275000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 -5 -6 7 -1 -9 10 -10 -8 13 -13 -15 16 18 -17 -14 -7 -21 -22 -23 -24 -4 26 -19 -28 -29 -30
right_child=1 3 24 4 5 19 11 8 9 -11 -12 12 15 14 -16 17 -18 25 -20 20 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00052634205233207808 -0.030411539321158264 -0.024026576845180163 -0.0039515408447922916 0.026505300501549499 -0.026939049448949242 0.0077723742543674102 0.01175641380478849 -0.027436942665242787 -0.029427567093842866 0.011771887602592934 0.00054043519811259049 0.0037200498665632361 0.021559057395582917 -0.036028381112265147 -0.0025578574378659433 -0.015680913765796434 0.018851973919821158 0.0021800112436688303 0.0030656951966755957 -0.015443737132641596 0.015080911473993 -0.027177282679030895 0.020372841129063166 -0.0023967210497762409 -0.025880956849053099 0.0089179633817860985 -0.019861641659111751 0.017716918934247365 -0.029513744613249543 -0.0025108640794300517
leaf_weight=58.905052756890655 3.2215531617403022 3.0333709791302672 7.702968202531336 2.0345915248617521 2.3673712927848092 11.525730002671478 13.34037948399782 4.2623617053031913 4.2665423639118654 3.602162078022956 3.7526571750640869 7.5600838884711248 5.2934445925056925 4.2062529399991035 2.74387027323246 5.9078883174806824 9.5743958950042707 157.28138256445527 68.777675181627274 13.001187860034404 6.4392541423440006 2.8173524439334861 3.3495752066373807 7.8238093554973602 3.4054177943617105 18.141671556979418 10.140927713364361 9.3828552365303057 4.5267465636134139 10.413028247654436
leaf_count=410 34 141 52 20 54 48 41 64 51 20 16 26 15 35 14 40 32 770 256 231 19 39 11 100 69 65 113 26 46 42
internal_value=0.000515029 -0.00398957 0.00112133 -0.00236491 -0.00103368 -0.00221765 0.00144722 -0.00223381 -0.0124699 -0.00698039 -0.0154038 0.00228836 0.00188604 -0.00898947 -0.0228144 0.00241305 0.00604299 0.00100602 0.00438731 -0.000915853 -0.00391121 0.00342784 -0.0019355 0.00442917 -0.0106743 0.00147572 0.000771588 -0.00565604 0.000266762 -0.0106927
internal_weight=468.802 55.6138 413.188 52.3922 49.3589 47.3243 402.079 74.7888 15.8837 11.6214 8.0192 327.291 313.95 14.5102 6.95012 299.44 83.6455 215.795 74.0711 44.9569 33.4312 20.43 13.9907 11.1734 11.1084 209.887 191.745 34.4636 24.3226 14.9398
internal_count=2900 697 2203 663 522 502 2082 561 151 87 67 1521 1480 75 49 1405 303 1102 271 448 400 169 150 111 121 1062 997 227 114 88
is_linear=0
shrinkage=0.0220144


Tree=135
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 2 1 0 2 0 1 1 1 2 0 2 0 0 0 2 1 0 2 0 1 1 0 1 0 1
split_gain=6.37664 5.60219 5.01585 5.00807 5.71756 3.90337 3.62786 4.32876 5.20365 5.08832 4.25432 4.93162 5.06182 3.49281 3.43553 4.30918 5.61236 7.34185 3.40204 3.39753 3.36937 5.81283 4.27606 4.2819 3.03243 3.87323 3.715 2.8707 3.48033 2.82084
threshold=0.45393850480000009 49.110028829250005 0.45664800455000004 0.47727612945000003 0.34524415440000006 36.735256530150004 0.37138109635000011 0.51243974730000008 46.650420857800007 0.5025747732000001 0.36927038110000004 0.36543816055000006 0.36597706655000006 37.272044000450002 0.48543456785000005 39.468990633150007 0.47778509625000004 0.47868327295000007 0.47814436690000012 38.938637541200009 0.48627286610000009 0.61532588845000014 45.027406014450008 0.63075955810000017 0.48363821445000005 0.46613873835000008 0.60665848330000005 0.30949672165000003 0.37331217625000007 0.44705248345000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 27 -4 10 8 9 -8 11 14 -13 -7 15 -5 -17 18 -18 -15 24 -22 -23 -24 25 -21 -27 28 -1 -9
right_child=2 -3 5 6 -6 13 7 29 -10 -11 -12 12 -14 19 -16 16 17 -19 -20 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0040203675421116034 -0.007509486470853627 -0.0031026828440379552 -0.005821576984099644 0.0040844609835972278 -0.0033504875588955658 0.0059952755084581337 -0.00045196368087981162 0.00031015023040141315 0.0045221631180692124 -0.0076361349748862682 0.004678025316448251 0.0016174096209789341 -0.0072602784817911523 -0.0065318962044317273 0.002522514070938617 0.0033837467428977381 -0.0014435330292987983 0.00045196954391337271 -0.0077169359221619391 0.001845687317710067 -0.0065216113182428904 -0.0058966674027391324 0.0058620552130016256 -0.0010296631176755398 0.0041308653101136449 -0.0052427722200045117 0.0010086374331197781 0.00043171588108944695 -0.0059228300257507744 0.002462211315865501
leaf_weight=1.2856379002332676 3.5096903871744862 12.166552567854522 4.3539643082767716 9.7673569545149785 17.262326998636127 2.1385251339524975 5.4130782820284349 158.69868087209761 2.3724841848015776 5.5978903658688068 10.380698896944521 3.3832316547632209 3.8136660419404507 2.8222094625234595 48.916967391967773 14.072085112333296 4.8767982348799688 54.442840687930584 4.7761860266327858 11.919526204466825 6.0886620227247503 3.1449312586337319 3.5834398716688147 8.4523844756185991 5.5338968411087981 6.0990488678216916 4.6971260383725166 57.294285550713539 4.1692387871444225 19.041644692420959
leaf_count=11 34 121 141 27 151 20 44 782 8 58 34 11 32 54 162 41 22 201 34 48 100 105 10 99 16 48 22 295 104 65
internal_value=0.000207127 0.000432282 -0.00137375 0.000533343 -0.000657747 -0.00100773 0.000809135 0.000322519 -0.00257512 -0.00410434 0.00141138 0.00117597 -0.00308691 -0.000623008 0.00140015 0.000775797 0.000362368 -0.000300969 -0.00454754 -0.000893414 -0.000572063 -0.00216035 -0.000411139 0.00102222 0.000623771 -0.000230612 -0.00252295 8.30274e-05 -0.00357936 0.000540704
internal_weight=500.075 437.732 62.3434 425.565 80.0115 58.8337 345.554 191.124 13.3835 11.011 154.43 144.049 7.1969 54.4798 136.852 87.9353 78.1679 64.0958 9.65298 52.3412 49.519 21.2694 15.1808 12.0358 28.2496 22.7157 10.7962 62.7492 5.45488 177.74
internal_count=2900 2203 697 2082 561 663 1521 957 110 102 564 530 43 522 487 325 298 257 56 502 448 314 214 109 134 118 70 410 115 847
is_linear=0
shrinkage=0.00528337


Tree=136
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 2 2 2 2 0 1 0 2 1 2 2 1 0 1 2 1 2 0 1 1 0 0 0 2 1
split_gain=8.3239 7.14822 6.14728 8.88367 4.29466 4.81148 5.59106 5.35018 3.81281 4.94951 4.79607 3.31558 3.30641 2.94147 2.88328 4.37506 4.2409 2.8089 6.29723 4.34822 3.75798 4.52014 3.9961 4.59348 9.18532 5.64887 4.39055 6.763 3.69962 6.19351
threshold=0.5726475255500002 44.710446918150005 44.269496632500008 0.41932876265000008 0.41865513010000005 47.833738492450003 45.90502654165001 48.988717865950008 46.177190236600005 0.61802041855000012 0.5024400467000002 0.68186581240000022 50.264779514000004 0.49242537650000007 39.995120105550008 40.922041107600009 0.48841352055000004 0.47305469895000007 0.34392682850000006 35.97706729810001 0.38906020780000011 40.621691032550004 0.53592706805000012 0.40621538280000008 0.41917906650000009 0.54095685760000012 0.54910032635000017 0.55481871800000016 43.633733172900008 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 -1 5 6 -4 -7 -3 12 -11 -12 -10 14 16 -16 -2 18 19 -5 21 -19 28 -24 25 -25 -26 -28 29 -22
right_child=1 8 4 17 -6 7 -8 -9 9 10 11 -13 -14 -15 15 -17 -18 20 -20 -21 22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.0042155226220897818 -0.0059165812053555804 0.0045101996127328951 -0.00038222521166677409 0.0041315944385276792 -0.0051503779215285421 0.0029583052891991859 -0.0055724292361767434 -0.0018087871258904401 0.0035073119342481224 -0.0091680678404270025 0.0013952306312707628 -0.0056956251926919476 -0.001070693027568207 -0.0054545521228707636 0.0027347453949142721 -0.0026427080018694288 0.0040324467341680123 0.0022185815461187412 -0.0048334153688733813 -0.0007798984057011991 -0.00012520739269936032 0.00073824980792046313 0.0037155497455864731 -0.00018324177078654806 0.002621975045393752 -0.0080212894636491616 -0.0050345247588944649 0.00078260027178750401 0.0029877323908783582 -0.0044555609516271676
leaf_weight=9.1361552588641626 7.5336524862796086 4.7169428989291218 14.228996694087984 6.3754507526755395 5.9858076032251111 13.979234322905542 8.3324155919253808 10.392413426190613 8.3420655168592983 2.5451359301805478 4.6667657867074013 2.5996910519897938 7.664455533027648 8.9979580100625736 5.5684675425291088 12.275511011481283 1.2672801464796064 88.65257453918457 7.0592066943645468 16.062138497829437 25.991837669163942 127.10419208556414 12.407047271728514 4.4597602412104589 27.587005443871021 4.8706820458173752 5.7038853876292697 44.847177799791098 5.2443871870636931 12.329567123204468
leaf_count=168 130 15 91 19 73 46 75 69 29 18 31 58 63 280 21 74 9 283 74 73 131 505 35 18 84 47 39 201 24 117
internal_value=0.000230017 -0.00143641 0.000474677 0.000688994 -0.0011365 -0.000624577 -0.00229908 0.00092555 0.000350308 -0.0004097 -0.0032237 -0.00114164 0.00131521 -0.00296708 -0.00212707 -0.000964597 -0.00448398 0.000804273 -0.000688418 0.000615661 0.000926851 0.00134651 0.000295629 0.00085032 0.000443898 -0.00427486 0.00100736 0.00012623 -0.000976011 -0.00151846
internal_weight=516.928 66.1779 450.75 397.831 52.9189 46.9331 22.5614 24.3716 30.5351 25.8181 9.81159 7.26646 16.0065 35.6429 26.6449 17.844 8.80093 388.695 29.4968 22.4376 359.198 215.757 143.441 99.8756 87.4685 9.33044 78.1381 50.5511 43.5658 38.3214
internal_count=2900 728 2172 1818 354 281 166 115 214 199 107 89 92 514 234 95 139 1650 166 92 1484 788 696 424 389 65 324 240 272 248
is_linear=0
shrinkage=0.00503184


Tree=137
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 0 1 2 0 1 0 2 2 2 1 2 1 1 2 1 2 1 0 2 0 1 1 0 0 2
split_gain=8.20278 7.05576 5.17122 4.59806 5.62956 4.85415 4.87717 4.13233 3.81485 4.00719 3.74583 4.22389 3.51381 3.48415 3.39348 4.77249 3.25798 6.38233 6.92387 3.87569 9.12264 3.61765 4.78342 7.03258 2.8104 4.15221 4.11585 5.51915 6.03068 6.70917
threshold=0.5810754169000002 41.792045663550006 0.42314601355000009 0.38906020780000011 41.919251152600005 0.53781323915000012 0.42194844465000009 49.275256100300005 0.54475913895000005 0.4355408521000001 0.63075955810000017 48.315732392000008 38.771633980050005 44.921040431000009 0.34193587020000005 48.852845034800005 0.45206730335000006 0.46208197360000008 39.468990633150007 0.46613873835000008 49.842240509300005 0.44922307715000004 0.56859076075000015 41.24714903835001 0.51589772760000019 0.38042274180000007 0.34632196640000007 0.47470135625000004 0.47997065955000012 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 -4 6 12 10 -7 -10 -3 -12 -5 -1 15 -6 21 18 -18 -19 -21 22 -11 -24 26 -26 27 -16 29 -29
right_child=1 7 3 5 14 8 -8 -9 9 16 11 -13 -14 -15 24 -17 17 19 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0043037155945799431 -0.0049285951034990887 0.0020032869525240214 0.0017548009066563736 -0.0033702636323829811 -0.007480936404065189 0.0021164304247395789 -0.0071044283005241753 -0.0037556298380450755 -0.0017330221977166743 0.0027804164406089508 -0.0052624095877107473 0.003355589395591785 -8.0827871449803734e-05 0.00010978592154635533 0.0051117578422720982 0.002059284624352536 -0.00013820943215639412 0.0051424197786232688 -0.0098334577604931132 -0.0076168826254425356 0.005305658296416391 0.0059591495287176768 0.0014412838437186598 -0.0089299788034712686 -0.0078094765108399147 0.00033320902591419657 0.0020227954556700715 -0.0046639951978078185 0.0011846938096957578 0.0019287259869631011
leaf_weight=11.295378850772979 15.996248120442031 18.688188945874575 159.39988566190004 13.717941004782913 4.1396116465330115 35.050511658191681 4.3363442923873654 8.9456069990992528 29.481140594929457 17.421319663524631 5.5814330857247096 2.5963272489607334 38.559614423662424 11.001128137111662 5.0827592611312857 2.699040874838829 5.3165722228586692 5.7474911957979185 4.0384549424052238 3.3659946881234646 3.4434526264667511 5.7760975509881964 5.7195036523044092 3.164133794605732 3.1441429480910283 5.1430364176630974 38.29205683618784 17.958095241338018 20.85566570609808 6.5689288005232802
leaf_count=191 330 103 561 96 38 120 72 106 201 57 84 15 221 51 13 10 31 15 31 37 10 14 27 29 33 24 149 134 72 25
internal_value=0.000259467 -0.00184639 0.000496271 0.000629634 0.00109587 -7.12519e-05 -0.00141585 -0.000469629 0.000571004 -7.79152e-05 0.000624516 -0.00252631 -0.000943995 -0.00212609 8.47982e-05 -0.00371566 0.000825802 -0.000833306 -0.00432353 0.00176694 -0.00108211 0.001959 0.00108064 -0.00225271 0.000352613 -0.00275611 0.000642871 -0.000404185 -0.00102196 -0.00289831
internal_weight=512.526 51.8078 460.718 438.422 263.283 175.139 56.6139 35.8116 118.525 83.4742 26.8659 8.17776 52.2776 22.2965 103.883 6.83865 53.993 21.912 9.35503 12.5569 6.80945 32.0811 26.305 8.88364 97.0447 8.28718 88.7575 50.4654 45.3827 24.527
internal_count=2900 638 2262 2020 1059 961 389 308 572 452 202 99 317 242 498 48 251 124 62 62 47 127 113 56 450 57 393 244 231 159
is_linear=0
shrinkage=0.00558194


Tree=138
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 1 0 2 1 0 2 0 2 1 1 0 2 2 2 2 2 2 0 0 0 1 0 1 0
split_gain=4.93887 7.60966 5.4884 3.85156 3.7112 3.28453 3.17297 5.03735 3.24887 4.13112 4.96029 3.80985 3.65646 3.10544 5.16019 3.93844 5.18955 3.27622 2.86951 3.50671 3.48918 5.08253 2.85184 2.51839 4.14768 4.81879 2.51734 14.8283 3.17309 2.5004
threshold=0.46613873835000008 44.710446918150005 49.275256100300005 0.47305469895000007 48.680511450650009 45.445415294500002 0.39167988980000007 0.53592706805000012 43.633733172900008 0.41865513010000005 0.53136133645000017 44.269496632500008 0.5317655160000001 38.238138001450004 0.40621538280000008 0.43166372265000008 0.56369569775000017 33.384956903900012 40.621691032550004 40.305698932850007 47.833738492450003 45.154229826150008 42.37975859965001 0.5810754169000002 0.60830514055000007 0.61802041855000012 0.41917906650000009 0.54095685760000012 0.4211999641000001 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3 18 8 12 10 11 -10 22 14 -9 -16 -17 -18 19 -5 21 29 -8 -7 -25 -26 27 -15 -28 -20
right_child=1 5 -4 6 -6 23 7 13 9 -11 -12 -13 -14 26 15 16 17 -19 20 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.0018233086489683531 -0.0045523864735845304 0.0073520275765790923 -0.0039444373667615537 0.0015508983329798102 0.0029920505780254999 0.0044477854778314941 -0.0012871072280768725 0.0041487619417404174 0.0033860884891179209 -0.005694125806967521 0.0071366099735329794 -0.0074552767379699823 -0.0090411052832758357 0.0033454738874376215 -0.0079689715232404545 0.0041753944461312212 0.0025776429098696208 -0.0079111271582078032 -4.5640348965053398e-08 0.0051333557507548862 0.0053412153935285742 -0.0057933893772958425 -0.0079642811040861079 -0.0086770086209391091 0.0064608055860985638 -0.0021237436787295743 0.0043692265705393496 -0.0083696041027189541 0.0010104422381124469 0.0018137197250244275
leaf_weight=42.006057666614652 20.22013003192842 2.5539077688008573 10.866811593994496 86.308714859187603 7.2236076891422263 3.7091240212321308 15.808350548148161 4.5237464532256153 2.6169165894389135 3.1510047968477002 4.6111595183610916 2.3868981767445803 3.7498227581381789 11.093699187040331 4.9061995521187773 4.0917415693402273 1.5907243769615886 4.109995573759079 83.489823091775179 11.98354748636484 5.7378230541944495 4.9163544811308375 2.9180255979299536 2.4363329224288455 3.4253254979848853 9.5084178950637561 12.790759369730948 6.6581026688218108 70.724405445158482 45.072281520813704
leaf_count=389 416 7 119 306 22 12 118 14 10 35 11 33 31 33 58 18 18 58 367 35 16 45 35 27 16 107 37 57 279 171
internal_value=0.000224321 -0.00181537 0.000412631 0.000519639 -0.00111674 0.000742872 0.000724496 3.6087e-05 -0.00202762 0.000472502 0.00249342 -0.00178541 -0.00344763 0.000639704 -0.00164699 -0.00343073 -0.00115699 -0.00498435 0.00117588 0.00198766 0.000602726 0.000399033 -0.00232757 -0.000141818 -0.00124939 0.000149757 0.00107376 -0.00104846 0.00152486 0.000635838
internal_weight=495.19 41.8532 453.337 442.47 49.2297 21.6331 393.24 155.732 35.2422 12.766 9.61497 5.00381 22.4762 120.489 19.2224 14.6987 9.79246 5.70072 237.509 98.2923 139.216 133.478 18.7264 19.0792 15.3701 12.9337 101.267 17.7518 83.5152 128.562
internal_count=2900 585 2315 2196 411 169 1785 845 273 89 54 43 184 572 166 152 94 76 940 341 599 583 153 162 150 123 406 90 316 538
is_linear=0
shrinkage=0.00620571


Tree=139
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 0 0 2 0 1 2 1 1 0 1 2 2 1 0 2 0 0 2 1 1 0 1 2 0
split_gain=2.92853 2.2324 3.50492 2.1317 4.64699 2.79405 2.41202 4.37239 3.92067 2.90053 3.34144 4.84485 2.86879 3.94029 2.27652 2.2285 4.41843 2.19017 4.0411 2.06515 2.0968 2.03567 2.53779 2.30735 3.05501 3.77617 3.16134 2.55914 2.72761 8.01189
threshold=0.50663153795000015 0.30949672165000003 0.37331217625000007 0.39167988980000007 0.39388042275000007 37.186372654950006 0.47886290830000006 0.47814436690000012 40.532725462000009 0.47727612945000003 0.3447651268000001 40.421032462050007 0.34500464060000008 0.34518427590000006 0.47305469895000007 0.32272985840000007 39.530201452500002 41.792045663550006 0.34581299960000006 0.52366695610000014 40.337496327150006 0.52324780695000006 0.52772372085000019 41.24714903835001 0.34569324270000007 0.34536391125000004 0.48041974790000003 0.35585760905000008 37.858673296900008 0.50300889195000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 9 -9 10 14 -12 -13 -14 15 -3 -17 -15 -19 20 -7 23 -23 27 25 -25 -26 -8 -29 -30
right_child=-2 3 -4 4 5 19 21 8 -10 -11 11 12 13 17 -16 16 -18 18 -20 -21 -22 22 -24 24 26 -27 -28 28 29 -31
leaf_value=0.013568549623184002 -0.0091268738247605313 0.0030975275557509748 -0.018282072293181129 -0.01913419126420373 -0.0066203652515603988 0.0047724927059529208 0.0089405260927600295 -0.0019553735916432759 -0.024542612744152613 0.0062720403670540334 -0.024120419317032082 -0.015872415382742412 0.013630870674314599 0.0062781458495522694 0.0080416431851948501 0.0012531987834527298 -0.017350839501337097 -0.021361211098153532 -0.00077278345283491375 0.0006691972497703503 -0.019043334070603154 -0.010365804140245178 0.0035327028327390405 0.00081127761866205779 0.015250022986962465 -0.013728114530082002 0.0020101357915356974 0.006613265041533492 -0.020238251594777622 0.0034557063141901711
leaf_weight=1.2241884395480145 8.3878753343597037 21.801870046183467 3.6862130146473646 3.5445610564202061 16.767416099086404 1.509260645136236 30.672087095677853 4.7533122599124891 3.5863802656531334 19.399438828229904 3.2502310024574426 3.7699878364801434 4.2125194743275669 3.9301540944725266 11.590875320136545 10.032886760309337 5.1328776627778998 3.8693241067230684 7.3581594172865152 160.06705553270876 2.8217824269086123 6.72840643301606 7.2707103788852692 14.619775705039503 5.3534921631216994 7.0392428338527671 46.149697579443455 27.44295996427536 4.6182923763990429 21.320333369076252
leaf_count=11 319 110 104 56 220 11 103 18 32 66 51 25 14 17 37 63 44 48 51 865 56 43 29 58 14 38 199 91 26 81
internal_value=0.000423911 0.000596741 -0.0103415 0.000713858 -0.000640168 -0.000278327 0.00162696 -0.000349268 -0.0116687 0.000651289 -0.000803561 -0.00547476 -0.00285582 -0.00032242 0.00173512 -0.000242229 -0.00504337 -0.00420023 -0.00786817 0.000368515 -0.0107441 0.00281223 -0.00314735 0.00334289 0.00122513 -0.00391407 0.00338635 0.00518624 0.0030291 -0.00076293
internal_weight=471.911 463.523 4.9104 458.613 184.71 181.166 273.903 102.688 8.33969 94.3483 74.9489 26.3904 23.1401 19.3702 48.5585 36.9676 15.1658 15.1576 11.2275 164.398 4.33104 171.215 13.9991 157.216 73.1622 21.659 51.5032 84.0537 53.3816 25.9386
internal_count=2900 2581 115 2466 1208 1152 1258 576 50 526 460 206 155 130 254 217 107 116 99 932 67 682 72 610 309 96 213 301 198 107
is_linear=0
shrinkage=0.0163093


Tree=140
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 2 0 1 2 2 2 0 2 2 2 1 1 0 0 0 2 2 0 0 0 1 2 2 0
split_gain=2.6138 4.42529 3.1827 2.91384 2.67297 2.90517 2.56322 3.08807 4.48375 3.56641 4.97795 5.64489 3.55158 3.4551 2.80393 3.35424 3.24689 4.72965 4.35158 2.32389 2.27793 2.06333 3.26101 2.0694 4.40812 1.85656 2.82059 3.15095 3.97625 1.79166
threshold=0.45393850480000009 0.45664800455000004 49.110028829250005 36.735256530150004 37.272044000450002 38.938637541200009 48.852845034800005 0.45612406815000006 0.34193587020000005 41.902916368500009 39.468990633150007 35.818873074050011 0.39672464895000009 44.921040431000009 44.421469061800003 44.758188263300006 0.41640968835000008 0.37668033890000002 0.54191491270000014 0.68186581240000022 0.47648274005000008 39.134693790050008 41.558544840500012 0.56501302355000016 0.6329151821500002 0.57811143375000007 0.46128858420000007 44.710446918150005 41.811877919650009 0.55671985870000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 -5 -6 7 8 9 10 11 -1 13 -11 -9 -16 17 -17 -19 21 -4 -7 23 -23 -25 -24 -27 28 -28 -22
right_child=1 3 20 4 5 19 -8 14 -10 12 -12 -13 -14 -15 15 16 -18 18 -20 -21 29 22 25 24 -26 26 27 -29 -30 -31
leaf_value=0.0048198032329737602 -0.025412760871012324 -0.020416005876061565 0.0019164244567795488 0.019625746974029242 -0.022769924923296828 0.017237868285904387 0.011964956538442248 0.0019440453729290474 -0.023337773972688707 -0.020392013951004387 0.017010115382891149 -0.030834518043783381 -0.023755185487123492 0.0083928736637912948 -0.020887574840706167 0.0050489350552984794 0.0090524708001419405 -0.026681983384971748 0.0020365075523736806 -0.020608139838314856 -0.024116187547192473 0.0061946056390177672 -0.01343842861653185 -0.024937222328543836 0.014755111728749241 0.017087540556489745 0.022362621335734831 0.0046795864044659749 -0.016601551719971307 -0.0046371265637528544
leaf_weight=5.2911821827292496 3.0714316125959149 2.9210777860134831 4.1956553608179075 2.1322241071611634 2.2718565296381703 2.3428327040746799 7.7651686295866957 339.01915654912591 4.0495937913656226 2.2551233600825054 6.1776369400322437 2.2516149058938026 4.1370493993163109 4.3335185945034027 3.7986516896635321 6.7443775460124042 6.8627236466854802 5.1970439404249174 2.9375655129551888 2.0328875100240102 3.9012438748031855 1.7696068584918965 2.6491904184222212 4.9368342254310846 1.2465180251747368 4.3408045619726208 1.11183931026608 18.521710112690926 5.7464441498741508 2.9493807777762413
leaf_count=49 34 141 17 20 54 12 24 1553 71 79 32 23 52 17 34 38 30 61 19 83 67 6 17 67 30 14 15 109 95 37
internal_value=0.000443365 -0.0034146 0.000959444 -0.00211585 -0.00102719 -0.00196473 0.00123467 0.00102269 -0.00495665 -0.00191175 0.00445739 -0.00582344 -0.0100592 -0.00145946 0.00149006 -0.00453608 -0.00167919 -0.00662902 -0.0163112 -0.000907288 -0.00902739 3.1394e-05 -0.000968332 -0.0117889 -0.0169355 0.00169016 0.00303866 0.000635843 -0.0102848 -0.0157299
internal_weight=466.962 55.0953 411.867 52.0238 49.1027 46.9705 400.82 393.055 28.4957 24.4461 13.7204 7.5428 10.7257 6.58864 364.56 25.5404 21.7417 14.879 8.13461 44.6987 11.0463 42.6658 40.3229 7.95296 6.18335 32.37 29.7208 25.38 6.85828 6.85062
internal_count=2900 697 2203 663 522 502 2082 2058 323 252 104 72 148 96 1735 182 148 118 80 448 121 365 353 103 97 250 233 219 110 104
is_linear=0
shrinkage=0.01886


Tree=141
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 2 1 0 2 0 2 0 2 0 0 1 2 2 1 1 1 1 1 2 2 0 2 0 0 1
split_gain=2.35306 4.86542 2.29823 4.57672 4.57018 5.80699 4.63344 3.40567 2.86936 2.85148 2.07865 1.8898 1.86967 2.29019 2.42074 4.90454 5.29672 3.60072 3.40799 5.79728 5.55908 3.03619 3.90009 2.94448 2.20749 2.06139 2.06015 3.13828 3.63186 7.74345
threshold=0.5726475255500002 39.995120105550008 44.157169339850007 0.41865513010000005 0.41367024935000007 47.833738492450003 0.35877668335000007 0.41932876265000008 48.988717865950008 0.47760546090000006 50.065525775750011 0.55411514625000013 43.874475754150005 0.56704889075000009 0.54910032635000017 0.4410796084000001 40.878805547300004 42.297164883650005 0.41985269900000005 0.40621538280000008 0.41753240920000007 0.44805544745000009 0.46208197360000008 41.134354310300004 37.797539186950011 0.56055207925000017 42.178283198950005 0.48101853240000009 0.52511900840000014 0.3982365797500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 6 9 -1 -7 -4 -10 -5 13 14 18 16 24 -18 19 26 -21 -17 25 -20 -16 -23 -9 -28 -29 -30
right_child=1 -3 3 11 -6 8 -8 12 10 -11 -12 -13 -14 -15 15 21 17 -19 23 20 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0099522711298682624 -0.012559182087924819 -0.00062757644369583715 -0.006976597296827018 -0.021152734764270782 0.015255650452981311 0.0075486430482576425 -0.016431150700991666 0.0020232122462792786 -0.0080730449921735635 0.0096085760379108816 0.0070122125846453836 -0.0023730996121061471 0.0070174861948052386 0.0070824918105858239 -0.0072550513595818489 0.013030253515691271 0.0071018922951291783 -0.011314435946890914 0.0020755445594330853 -0.022790237297216246 -0.00092197976798995989 0.0010097921516020868 0.010113176648157748 0.012287355001517269 -0.022827315048657433 -0.014241550263160555 -0.0049531893885250604 0.0038688307570336998 -0.020141164726404849 0.011817759147415273
leaf_weight=6.0052592176944009 8.9552497705444676 46.53100270871073 7.0227054636925477 3.6829674933105698 3.617759156972169 12.854509364813568 8.3386340690776688 190.2487212382257 6.3121952414512617 3.3715774118900299 2.9430316332727671 1.7308511808514593 12.158582972362636 13.506782345473765 3.2660555616021174 4.6897921487689045 5.5252929180860502 4.0376963429152966 14.326495841145517 4.3600688558071834 6.1679241247475147 3.5864885337650758 4.4400544464588165 10.94455276429653 5.1617874875664711 4.2611368596553802 26.541576392948627 31.035214878618717 4.3549056090414515 2.6980998143553734
leaf_count=163 281 447 64 65 14 45 96 821 38 10 29 11 46 55 38 12 18 27 55 40 25 16 15 36 46 29 188 115 47 8
internal_value=0.000310491 -0.00255329 0.000700726 -0.00228014 -0.000713173 -0.00212766 -0.0082001 0.0011168 0.00301734 -0.00159689 -0.00327615 -0.0151487 0.00130601 0.00110125 0.00085317 -0.00283173 -0.00822471 -0.000673871 0.00129646 0.000801175 -0.00997851 0.00288315 -0.000989652 0.00649814 -0.0167926 -0.00727145 0.00124644 -0.00104012 0.00168668 -0.0079154
internal_weight=462.677 55.4863 407.191 49.8742 44.4604 40.8427 18.7329 357.316 22.1097 10.3943 9.25523 5.41382 351.311 339.153 325.646 34.9683 17.9908 9.56299 290.678 265.407 10.528 16.9775 12.2877 25.271 8.42784 7.84763 254.879 64.6298 38.0882 7.05301
internal_count=2900 728 2172 372 296 282 170 1800 112 74 67 76 1637 1591 1536 201 129 45 1335 1244 65 72 60 91 84 45 1179 358 170 55
is_linear=0
shrinkage=0.0148237


Tree=142
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 0 1 0 2 1 0 0 2 2 0 1 2 2 1 0 2 2 1 1 2 1 1 0 0 0
split_gain=2.18862 1.92985 2.65074 1.83191 2.2396 4.73247 1.54762 3.24689 1.36969 4.19289 8.27106 3.1667 3.78098 1.96951 4.1635 3.1951 2.61505 2.28078 1.28351 9.08638 2.4011 3.65304 1.63607 4.60609 4.35609 4.14369 4.03774 3.14856 4.03652 2.48116
threshold=0.52332265500000019 51.779769178100004 0.49901200560000009 31.796797363700005 0.52029879345000019 0.52428071015000011 0.30949672165000003 0.37331217625000007 35.131296350900008 0.34392682850000006 0.49850303880000008 0.54749857790000023 33.151194885250007 37.020641110850008 0.52975958800000011 0.45601928085000004 36.514114975300011 36.072790850000011 0.34193587020000005 0.4588185982500001 41.919251152600005 48.680511450650009 0.37138109635000011 0.36927038110000004 38.115457128050004 0.36254902550000007 0.37482410710000008 0.48543456785000005 0.48368312325000012 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -5 9 -8 -11 -12 -13 14 16 -16 17 -10 19 20 -15 -22 23 24 -20 27 -24 28 29 -26
right_child=-2 2 -4 6 5 -7 8 -9 13 10 11 12 -14 18 15 -17 -18 -19 22 -21 21 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.023628626266174488 -0.011444198929012347 -0.021283932342985149 0.0057792404278519411 0.015176162101611388 0.023434192777617057 -0.021513633460756149 0.020950618730122939 -0.020089952569656983 -0.0024423388016606125 -0.033018340159596878 0.011458745697333256 0.01804332789942234 -0.021472011803654555 0.0095103462311918359 -0.02772433616552587 0.0039186413832558043 -0.013441052385734667 0.012645774091713812 0.015660898431593257 -0.029745789552514626 -0.016197709546324789 0.0036570975569271812 -0.014300352260328688 0.015718147394763956 -0.00012220649743091851 -0.015810091571547686 0.00054395524390751999 0.0066074163125918418 -0.016497652955878725 0.0078826567123534367
leaf_weight=2.2728494098410001 5.1359854796901336 3.0584338763728729 1.9566731508821247 1.1978208702057589 1.4883877038955691 1.6053147902712224 4.4803890436887768 3.0588296297937632 8.7005083151161724 2.0449128095060578 9.9228207729756814 1.1927053732797497 2.4146684417501092 7.7338819578290048 3.7427218779921523 1.4634963758289812 3.9492196924984446 5.3249053359031668 7.1649027839303008 3.602249212563037 4.6568972691893569 8.8835277259349805 6.2332879193127146 8.2794568315148336 94.296826978214085 4.5937591362744561 196.36376888025552 33.358928337693214 4.5480921640992156 14.765670269727705
leaf_count=50 239 73 18 11 3 67 13 104 48 24 32 13 50 33 47 26 24 25 23 32 46 32 41 30 448 39 1115 125 22 47
internal_value=0.000342309 0.000476131 -0.0107251 0.000601707 -0.00994331 0.000110874 0.000729747 -0.0101661 0.000835705 0.00547097 0.00101804 0.00616219 -0.00840706 0.000613127 -0.0045306 -0.0188293 -0.000389088 0.00328603 0.000915387 -0.00307691 0.00143877 -0.00317148 0.00118409 0.00251468 0.00182597 0.00117195 8.72416e-05 0.00170275 0.000262618 0.00096155
internal_weight=457.492 452.356 5.01511 447.341 5.36655 3.0937 441.974 4.25665 437.718 20.0555 15.5751 13.5302 3.60737 417.662 23.1809 5.20622 17.9746 14.0254 394.481 24.8766 21.2743 13.5404 369.605 167.008 158.728 151.563 202.597 146.97 113.611 109.062
internal_count=2900 2661 91 2570 120 70 2450 115 2335 132 119 95 63 2203 170 73 97 73 2033 143 111 78 1890 734 704 681 1156 642 517 495
is_linear=0
shrinkage=0.0181578


Tree=143
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 2 2 0 1 1 1 0 1 1 1 1 0 1 2 1 0 0 2 0 0 1 1 1 2
split_gain=1.94638 3.55708 2.80758 2.40974 1.87906 1.60259 2.94485 3.89823 1.45876 5.63863 2.40435 2.10574 4.45859 2.24052 2.01339 2.52235 2.12823 3.49998 5.64708 2.50398 2.10135 3.11883 4.8718 6.23095 3.36285 2.19157 10.734 4.16492 6.69467 2.836
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 46.051945193250006 0.50064369330000014 0.39672464895000009 49.110028829250005 44.921040431000009 0.61532588845000014 0.48627286610000009 0.48363821445000005 0.46613873835000008 0.60665848330000005 0.46419268885000003 0.45393850480000009 0.45664800455000004 0.44922307715000004 0.56915960600000015 0.43967246490000006 40.922041107600009 0.4410796084000001 0.55041765215000005 0.56501302355000016 40.878805547300004 0.55754318735000019 0.54017843775000018 0.4211999641000001 0.41985269900000005 0.40621538280000008 41.134354310300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 9 10 11 13 -13 14 16 -16 17 20 -19 -20 21 25 23 -23 -25 26 -7 28 -27 -29
right_child=1 2 -4 -5 -6 8 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 24 -26 27 -28 29 -30 -31
leaf_value=-0.019237947449206955 -0.02629336958715723 -0.018743478541925668 -0.019246420190220929 0.0097852039396237774 -0.01267636891115748 0.0011323527486846164 -0.03033468825435463 0.0068950673946116085 0.0086765637863123555 -0.021493474737246825 0.013985623687885296 -0.016001560999718955 0.014288705397331632 0.014629053739487131 -0.022676900165962546 -0.002167740008161975 0.0083052572911683099 0.0030760290939111255 -0.0054987844218964792 -0.031058332695668749 0.010195950630526111 -0.024872232334166133 0.0092460404150442564 0.005925979970049673 -0.014129895158691055 0.010780659036101391 -0.028848868465740481 0.0045880735004134136 -0.01529188902361801 0.017298681343590885
leaf_weight=2.8865594984963518 2.4561242302879682 1.1832535900175551 2.190681129693985 5.1214938759803772 3.4893034789711228 295.81426059408113 1.4521780312061299 5.1755647398531437 7.4262478668242684 3.7100826846435657 4.4533063918352118 6.2030634433031064 2.1156370742246509 3.800385393202304 2.5246755154803386 8.5043932404369098 12.346156813204287 5.9427814781665784 1.8988592382520435 3.6096759252250195 7.9096299875527611 6.1517203990370097 5.4352455846965304 6.611397732049225 4.6041971407830715 6.1291756778955442 3.9282037625089279 13.47162037342787 6.683376632630825 9.8765787035226804
leaf_count=116 33 89 129 31 116 1494 10 20 44 57 15 82 9 11 31 58 42 42 20 35 27 72 27 37 36 24 76 47 46 24
internal_value=0.000307608 -0.00719587 -0.00167457 0.00443104 0.000493459 0.000598216 -0.00671589 -0.00246159 0.000760371 0.000620972 0.000817249 0.000675449 -0.00829805 0.000859655 0.000729302 -0.00686251 0.000943769 0.000703372 -0.00910566 -0.0222476 0.00100976 0.0008072 -0.00564105 -0.0103001 -0.00230731 0.00124493 0.000739441 0.00543505 -0.00281949 0.00996482
internal_weight=453.106 10.9516 8.49543 6.30475 442.154 438.665 9.5143 8.06212 429.151 421.724 418.014 413.561 8.3187 405.242 401.442 11.0291 390.413 378.067 11.4513 5.50854 366.615 358.706 22.8026 17.3673 11.2156 335.903 299.742 36.1608 12.8126 23.3482
internal_count=2900 282 249 120 2618 2502 146 136 2356 2312 2255 2240 91 2149 2138 89 2049 2007 97 55 1910 1883 172 145 73 1711 1570 141 70 71
is_linear=0
shrinkage=0.0180177


Tree=144
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 0 2 0 0 2 2 2 0 0 1 2 1 1 1 1 2 1 2 0 2 1 1 0 2 0
split_gain=5.43849 6.12894 3.77373 3.61298 3.09592 2.8398 3.89208 2.7645 3.60725 2.71613 3.34834 2.64659 3.94451 4.31023 6.27141 3.81601 3.7201 3.04929 5.81256 4.75147 6.16629 5.91805 4.18487 3.37106 3.90092 2.57465 4.10384 2.43723 3.23785 1.9587
threshold=0.5810754169000002 41.792045663550006 49.275256100300005 42.599563320500003 0.42314601355000009 0.63075955810000017 48.315732392000008 0.62143349005000015 0.63514565435000014 44.710446918150005 42.654057868200006 43.19689381845 0.52511900840000014 0.50356276755000018 0.34632196640000007 44.157169339850007 0.34581299960000006 0.48363821445000005 0.41865513010000005 0.41367024935000007 47.833738492450003 0.35877668335000007 48.988717865950008 0.47760546090000006 44.758188263300006 0.49901200560000009 0.50525433370000017 0.47886290830000006 43.968221017800005 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 4 -1 9 -7 -2 -9 10 -3 12 13 14 16 27 -5 18 19 20 21 23 -22 24 -17 -4 -27 28 -13 -6
right_child=1 2 25 11 29 6 -8 8 -10 -11 -12 15 -14 -15 -16 17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0026932980103482342 -0.0061799526272371952 0.002428014117837835 -0.0066686676138514095 -0.001691518672292039 0.0010576489303999728 -0.0045395438807752271 0.0032657196540721994 0.0023568898220857207 -0.0054331555982558843 0.0035517588886530994 -0.0038488901045240572 -0.0028937292794561954 -0.0048906688986328113 0.0039179022193736998 -0.0072991155079474785 -0.0079017020825202858 0.0036186623508280436 0.0037595666516457324 -0.0055618703273944119 0.0049421652392368032 0.0027225798861740375 -0.0059122678749635995 -0.0016504420533471655 0.0037167469333348048 0.00012615588684529791 0.0032381409656033534 -0.0059317275882236837 0.0020529145198820427 0.0036821113292487134 0.00022348689396173424
leaf_weight=6.9146299455314866 8.0433430094271881 5.0188023746013695 3.3535197451710683 12.693740628659734 189.54778577201068 4.9948948696255675 2.4501435421407223 2.9685534462332717 3.1550056096166372 9.940446235239504 3.87497803196311 6.491218024864791 7.2489837892353526 4.3980356752872458 4.0265818256884804 2.2554092835634965 4.6336597539484492 3.6191429495811454 6.4636966027319422 3.8837182633578768 13.324977330863478 9.3765639401972276 9.7513060569763166 3.4690697938203812 5.0327278915792704 2.757234238088131 2.3060330767184496 28.819699397310615 2.7398261055350304 117.2204781472683
leaf_count=119 154 35 39 97 751 84 15 35 141 29 39 70 50 16 30 27 17 12 87 14 45 97 68 10 37 9 58 112 11 592
internal_value=0.00019244 -0.00141338 -0.000265436 0.000369999 0.000663247 0.000681311 -0.00197085 -0.00422482 -0.00165673 0.00172969 -0.000306803 -0.000347366 -0.00158528 -0.00065484 -0.00159664 8.16322e-05 -0.00027148 -0.000746726 -0.00105124 -0.000432147 -0.00091519 -0.00296665 0.000874679 -0.000399082 -0.00235817 -0.00322141 -0.000938218 0.00132636 -0.000941983 0.000738904
internal_weight=490.774 48.863 34.6961 441.911 313.683 26.2793 7.44504 14.1669 6.12356 18.8342 8.89378 128.228 33.001 25.752 21.354 95.2274 17.3274 57.1766 53.5575 47.0938 43.2101 20.1338 23.0763 10.7572 7.28814 8.41679 5.06327 38.0507 9.23104 306.768
internal_count=2900 638 308 2262 1462 202 99 330 176 103 74 800 210 160 144 590 114 397 385 298 284 171 113 74 64 106 67 193 81 1343
is_linear=0
shrinkage=0.0050725


Tree=145
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 1 2 2 1 1 0 0 0 0 2 2 0 0 0 1 0 1 0 1 0 2 2 1 2 1
split_gain=1.76697 1.97526 1.85576 3.83794 2.34579 1.82004 1.55601 1.83199 2.63745 2.25683 7.1203 3.13514 2.55798 2.42344 2.70718 3.02915 1.96059 1.66892 4.4653 2.18872 1.62498 1.55928 1.99044 4.27365 3.88597 3.87493 3.31884 2.96455 2.66882 7.02121
threshold=51.779769178100004 0.49901200560000009 0.49242537650000007 45.027406014450008 46.177190236600005 0.5024400467000002 32.785955158400007 35.131296350900008 0.34392682850000006 0.34193587020000005 0.4447920721000001 0.42646926740000007 0.41155953415000007 0.39672464895000009 49.110028829250005 44.921040431000009 0.49967066855000003 0.51700547890000015 0.52428071015000011 0.32921170025000007 0.54475913895000005 0.48363821445000005 0.50579323975000012 0.37982395740000008 0.50356276755000018 38.592454371550012 38.238138001450004 0.38398550940000004 40.12915366295001 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 17 8 -8 10 11 12 13 14 15 -9 -10 19 -19 -1 -18 22 24 -24 25 -11 -25 -28 29 -27
right_child=1 -3 3 4 5 -7 7 9 16 21 -12 -13 -14 -15 -16 -17 20 18 -20 -21 -22 -23 23 26 -26 28 27 -29 -30 -31
leaf_value=0.0036656148321055305 -0.02537936615857193 0.0026718736181540266 -0.023201893760675048 0.024402228141189752 -0.020887458061017581 0.0028210414512884335 0.024535127794125474 -0.023226629183909268 -0.011742965774226208 0.011104626873712402 -0.026530810126096913 0.012087146812376449 -0.019979655875572166 0.013308894347655295 -0.034645185499739668 0.0076033885873180457 0.014431059456469626 0.021841745615459224 -0.02593663298858576 -0.034598687643687662 -0.0038263590457240544 0.010772516503016265 -0.011996270829626907 -0.0072833731953009266 0.016677450593115824 0.0052543412849673579 0.016155126894186238 0.00083768445339280615 0.0017462635481713712 -0.021816598805087947
leaf_weight=1.0953274406492703 2.6651069791987529 2.1791097521781921 4.7838480733335009 1.6687561860308031 2.2095929160714149 5.1522498484700918 3.6106572374701527 2.1590422298759311 3.1009681560099116 19.058530898764729 5.950941238552331 7.3274434283375731 4.1287178210914126 4.2469662819057694 1.4016752541065214 5.1586623676121235 6.6983023993670923 2.0701781511306767 1.7024428443983195 2.0502826841548085 3.5685452688485384 7.7893258295953265 14.59925691783428 23.945479252375662 8.8725085072219354 9.98950286768377 6.286053027957677 150.75287848804146 128.566555342637 8.4429540727287513
leaf_count=26 73 25 284 6 16 79 10 95 23 77 52 27 44 25 10 20 22 5 58 33 44 39 101 200 34 36 21 762 603 50
internal_value=0.000366689 -0.0127609 0.00050915 -0.00737569 0.00100805 -0.00429486 0.000760957 0.000928054 0.00796199 0.000635829 -0.00509552 0.000127534 -0.00499871 -0.000228502 -0.00682219 -0.00149281 0.00348557 -0.00951997 0.000281149 -0.0212747 0.00808516 0.00109599 0.000892562 -0.000622267 0.00258624 0.00183334 0.000295227 0.00145082 0.000631316 -0.00714545
internal_weight=451.232 4.84422 446.388 13.8144 9.0306 7.36184 432.573 425.655 16.9785 408.676 30.3734 24.4225 17.0951 12.9663 8.71938 7.3177 13.3678 6.91823 3.77262 3.14561 10.2668 378.303 370.514 195.584 174.93 166.058 180.984 157.039 146.999 18.4325
internal_count=2900 98 2802 385 101 95 2417 2295 99 2196 273 221 194 150 125 115 89 122 63 59 66 1923 1884 1084 800 766 983 783 689 86
is_linear=0
shrinkage=0.0218537


Tree=146
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 2 0 1 1 1 1 0 2 0 0 0 2 2 0 1 0 1 1 0 2 2 1 2 0
split_gain=6.60682 5.16391 5.04648 5.32894 5.18429 5.40515 5.73389 6.19208 5.28602 5.40907 5.10533 4.28023 4.16454 5.37905 4.8807 6.96971 3.54666 3.48039 3.32438 3.07377 4.29489 4.53068 3.02306 3.02121 5.32719 7.05447 11.2169 6.26373 4.01377 4.57974
threshold=0.45393850480000009 49.275256100300005 0.47727612945000003 0.34524415440000006 0.37138109635000011 0.51243974730000008 46.377258487500008 0.5025747732000001 0.36927038110000004 0.36543816055000006 0.36597706655000006 0.45664800455000004 0.48543456785000005 39.468990633150007 0.47778509625000004 0.47868327295000007 0.47814436690000012 36.735256530150004 39.945535567850008 0.4622167001000001 0.35675578575000005 0.47706655490000011 0.50064369330000014 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.43590012275000006 44.215931556700006 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 18 9 12 -11 -2 13 -4 -15 16 -16 -13 -6 -5 21 -21 -19 24 28 -26 -27 -28 -7 -30
right_child=11 -3 4 19 5 23 -8 -9 -10 10 -12 17 -14 14 15 -17 -18 22 -20 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=6.3257751879437069e-05 -0.0049341134883247898 -0.0022138819902541946 0.0030247143719339454 -0.0046006878146305445 0.002660508606925164 0.00076638720247911712 0.003047691263051508 -0.0055277308453619643 0.0034208572973452867 0.0010620804376305368 -0.0050531504733049041 -0.0040014665075062943 0.0018635028117269627 0.0021787960698658746 -0.0008207656524011613 0.00032810659159943946 -0.0051627289017131045 2.8359027529902078e-05 -0.0029319368810458261 -0.0049419693138915196 0.0020362252927854491 0.00031639945550101796 -0.0019762325608841877 0.0017119412444582972 -0.0034584005048328916 0.0031306257194610772 -0.0050743747165782954 -0.0002408824203352939 -0.0045762700343205693 9.1445637958471684e-05
leaf_weight=63.778798764571548 3.3216691929846993 10.168731922283767 10.290938220918177 4.9662589505314854 2.6600213721394521 111.61688769981265 2.4637324139475814 6.1359624303877354 11.549540318548678 3.36359068006277 3.8044847287237644 3.913336966186761 50.792658515274525 14.025239579379557 4.9545818194746953 54.91136859357357 4.8861327096819878 39.793528474867344 2.9111768994480371 4.8541659228503686 3.6887463182210913 3.8359118402004242 13.06849076040089 19.12205683067441 10.919462636113165 9.4759719371795672 5.2472889088094226 10.564972601830958 4.0074255689978591 8.7513123378157598
leaf_count=415 34 112 27 64 8 473 9 58 34 11 32 141 162 41 22 201 34 233 35 51 20 16 289 65 113 26 48 42 46 38
internal_value=0.000180976 0.000333365 0.000393106 -0.000420074 0.000580274 0.000183629 -0.00196654 -0.00302177 0.00106521 0.000880165 -0.0021836 -0.000944247 0.00103719 0.000565967 0.000244773 -0.000174134 -0.00297665 -0.000710818 -0.000261771 -0.00219731 -0.0012331 -0.00262086 -0.000467214 0.000353184 0.000191385 -0.00102933 1.95385e-05 -0.00184487 0.000546755 -0.00137465
internal_weight=503.844 443.747 433.579 81.1239 352.455 193.876 14.1709 11.7072 158.579 147.029 7.16808 60.097 139.861 89.0683 78.7773 64.7521 9.84071 56.7754 5.5712 17.3451 12.3788 8.69008 52.862 179.705 160.583 36.2077 25.2882 15.8123 124.376 12.7587
internal_count=2900 2203 2091 566 1525 961 110 101 564 530 43 697 487 325 298 257 56 663 43 151 87 67 522 851 786 229 116 90 557 84
is_linear=0
shrinkage=0.00361617


Tree=147
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 1 2 2 0 0 2 0 0 2 0 2 0 1 0 1 2 0 1 1 2 2 0 0 1 2
split_gain=4.10801 2.78391 5.29533 5.04731 3.19275 3.00992 2.45441 4.70839 2.3625 3.35053 2.97891 2.876 9.34269 4.13316 2.27243 5.17355 2.52588 3.83198 2.49962 2.46144 2.26685 2.25487 4.7826 2.71805 3.67064 3.6271 2.3 2.75779 2.68024 3.54393
threshold=0.50663153795000015 0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34524415440000006 32.483642351600004 35.131296350900008 0.52366695610000014 0.52772372085000019 40.621691032550004 0.47778509625000004 0.47886290830000006 42.718072821900002 0.51017933595000009 43.45354240915001 0.50109278165000015 0.35319301815000009 0.50482021495000018 0.34632196640000007 40.305698932850007 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.54317236010000014 0.43590012275000006 41.348489042950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 6 -1 -8 10 -10 20 -12 13 -13 16 -16 17 19 -18 -14 -5 22 -6 -24 25 -25 27 -23 29 -28
right_child=-2 2 4 8 21 -7 7 -9 9 -11 11 12 14 -15 15 -17 18 -19 -20 -21 -22 26 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0067673920992333599 -0.0035804137569375467 -0.0068574761865356337 -0.0025015905492089185 0.0017073887553237114 0.0029380831245563945 -0.0027657342227131246 0.0055514982643220592 -0.00030299822396479161 -0.0046403392991833173 0.0012757375476049675 0.0033204823948682965 -0.0096632587878183861 0.00043420327352241444 -0.00068987042702001254 0.0014026972987343826 -0.0081347114798733574 0.0056482142456209085 -0.0036918037407557788 0.00058943231746484736 0.0030992755248423947 0.004480905952858852 0.00060101735363273802 -0.0073043261503468416 -0.0030906284351842105 -0.006641319858916429 0.0058718405809476768 3.6703636364030194e-05 0.0039073921719983981 0.00040470012300458034 -0.0043977616196915533
leaf_weight=1.7329220082610834 9.3113562259823066 3.9459277074784032 16.973043888807297 73.702517502009869 5.2076497748494175 16.72310180682689 4.944614313542842 55.8622125685215 5.5616620406508428 7.3476680219173431 11.761189408600329 4.2256180793046942 47.062595896422863 2.8368879705667496 5.1302031725645048 2.9693194590508938 7.3112203851342183 6.102819435298442 5.7859503552317619 15.14840581268072 11.22931247204542 31.398064456880093 4.3291011638939372 3.3771263454109413 3.3345770677551627 2.6766123846173286 14.726857520639898 11.359958268702028 81.055509779602289 10.010269165039061
leaf_count=40 319 56 220 256 20 147 16 372 37 29 35 34 177 14 20 35 23 32 26 46 34 122 46 35 72 9 77 32 432 87
internal_value=0.000202145 0.000276476 -0.000266072 0.000634569 -0.000125062 -0.000598706 -1.92437e-05 0.00017307 0.00110869 -0.00127306 0.00126778 0.000635655 0.000308683 -0.0060588 0.000811086 -0.00209376 0.00110009 0.000656579 0.00341339 0.00108315 0.00207409 0.00011579 -0.00175362 -0.00353477 -0.00179657 0.000872056 0.00035395 0.00147946 -0.000100943 -0.00175777
internal_weight=483.144 473.833 188.395 285.438 184.449 79.2629 62.5397 60.8068 206.175 12.9093 193.266 108.334 96.573 7.06251 89.5105 8.09952 81.411 68.3138 13.0972 62.211 84.9318 167.476 18.9251 13.7174 9.38832 6.05374 148.551 42.758 105.793 24.7371
internal_count=2900 2581 1208 1373 1152 575 428 388 798 66 732 442 407 48 359 55 304 255 49 223 290 932 182 162 116 44 750 154 596 164
is_linear=0
shrinkage=0.00575046


Tree=148
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 2 1 1 0 1 0 2 2 2 1 2 0 0 0 2 0 0 2 1 1 2 2 1 0 0
split_gain=1.88343 3.04583 2.46574 1.92186 1.39224 1.51013 2.48616 1.93461 6.36601 1.78299 4.9167 3.81003 3.67195 3.52617 2.77716 2.70303 2.94679 2.70039 4.24901 2.5725 2.26127 7.37148 5.0759 2.48653 4.84426 2.82856 2.28954 1.97279 1.95388 1.78256
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 46.051945193250006 32.785955158400007 35.131296350900008 0.34392682850000006 0.34193587020000005 0.4588185982500001 0.35877668335000007 0.48607826115000008 39.468990633150007 40.12915366295001 41.919251152600005 0.36106703390000006 40.621691032550004 0.47470135625000004 0.47670728420000003 0.47577916830000005 43.124157941850008 0.47778509625000004 0.47886290830000006 42.773538294100007 0.34569324270000007 0.34545372890000009 42.852084787850011 41.66248410610001 0.34515433670000012 0.47778509625000004 0.48140774230000011
decision_type=2 2 2 2 2 2 2 2 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 -6 8 -7 10 11 28 -13 -12 -11 -14 -17 18 -18 -15 22 -22 27 24 25 26 -23 -19 -9 -25
right_child=1 2 -4 -5 5 7 -8 9 -10 14 13 12 15 19 -16 16 17 20 -20 -21 21 23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0078923692908899785 -0.026038205591392423 -0.019120080806183042 -0.019662006213763319 0.0082126738186692454 0.020046668192634721 -0.0010945403315145983 0.0024766173865964597 0.0019214805766049985 -0.028284479847731036 -0.016996109965382058 0.016626879106725015 -0.011901599084179254 0.0091434015482107084 -0.0029411018117656506 3.3714337519098299e-05 0.010247998170268061 -0.0011206711806853002 0.0024506897094747097 -0.029527454290448389 0.011763277102993984 -0.022330839704549538 0.0014593519233534035 -0.0099217653668154382 0.010307563283395094 -0.019620124154577378 0.010465593094249499 -0.015248478910389069 0.016182233836407437 0.015533921538736332 -0.0013739398974807633
leaf_weight=6.6206015958450726 2.3266331050544968 1.0561120104975978 2.0628734291531146 5.2345463074743748 3.4540083780884769 26.601296287961308 13.520828320644794 6.4375093504786483 3.3073640391230574 3.3169594332575789 12.465899989008905 8.8875280655920488 10.985791705548761 9.142923831939699 237.54981562215835 7.7434258572757235 4.6107912063598624 6.1828579381108311 2.9494489245116711 7.3172787949442855 5.7833156473934642 7.468606844544416 5.8942408859729758 10.007181316614153 5.2752516642212859 6.3379760459065428 4.4840381145477295 8.4713796228170377 8.17851974070072 8.0542326569557172
leaf_count=122 33 89 129 31 10 241 97 37 32 19 46 42 37 36 1468 31 31 23 32 23 46 26 37 30 30 19 26 23 24 30
internal_value=0.000333797 -0.00733555 -0.00212647 0.00362389 0.000519513 0.000647709 0.00605174 0.000427966 -0.00410126 0.000777507 0.00238403 0.000706839 -0.000544739 0.00921154 -0.000200802 0.0005262 -0.000610765 -0.00172418 -0.0122029 0.00359564 -0.000558449 -0.00277804 0.00456271 -6.15516e-05 -0.00401623 0.000484141 -0.0048086 0.0103887 0.00953843 0.00509836
internal_weight=451.729 10.6802 8.35353 6.29066 441.049 434.428 16.9748 417.454 29.9087 387.545 146.678 117.752 103.136 28.9261 240.867 94.2485 83.2627 75.5193 7.56024 16.4602 67.9591 47.4106 20.5485 41.6273 23.5659 18.2906 11.9526 14.6542 14.616 18.0614
internal_count=2900 282 249 120 2618 2496 107 2389 273 2116 629 524 463 105 1487 421 384 353 63 59 290 207 83 161 101 71 52 46 61 60
is_linear=0
shrinkage=0.0184828


Tree=149
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 0 1 2 1 1 2 0 0 0 2 0 0 1 2 0 0 1 0 0 1 2 0 0
split_gain=1.75635 1.96158 2.52712 1.24717 1.88899 1.77578 1.36247 2.29978 3.44513 3.04385 2.8558 9.78874 2.94887 2.61382 7.76231 2.27965 3.1064 2.18117 4.01468 3.89854 2.08943 2.46334 2.28018 3.10032 2.63748 2.28012 2.08317 4.57742 3.01096 2.11558
threshold=0.50064369330000014 48.315732392000008 50.666627092000006 0.42314601355000009 0.31308942845000004 0.30560462260000004 0.38906020780000011 0.53781323915000012 0.42194844465000009 38.771633980050005 0.40621538280000008 0.41753240920000007 42.898324343550009 0.54910032635000017 0.55240861050000023 0.52772372085000019 37.360990606650006 0.52428071015000011 0.52266399210000014 0.41640968835000008 40.621691032550004 0.51929582950000019 0.51017933595000009 0.37982395740000008 0.50109278165000015 0.50482021495000018 0.4355408521000001 40.259171735100004 0.56055207925000017 0.56276758185000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 20 8 9 15 12 -12 -9 -13 -15 16 -8 18 -11 -19 21 -5 24 -24 -22 -26 27 -16 -28 -30
right_child=1 2 -4 6 -6 -7 7 10 -10 17 11 13 -14 14 26 -17 -18 19 -20 -21 22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-0.020799452740340507 -0.016518153346150876 0.0083556166697924157 -0.023536748027171192 0.0029770608751933545 -0.02155884756822804 0.00030919504964598525 -0.0080598613826698522 0.016834360202983331 -0.025104578023457929 -0.0047588874942108231 -0.028361873986054192 0.0059732170024062291 -0.0017042911030663605 -0.035652594177019645 -0.0241278550024316 -0.0011823018419769445 -0.034397792113964092 -0.0070627490069229693 0.017664294199365042 0.015215072685713555 0.00013319860809395053 0.013463892039662577 -0.020795135738576925 0.00027835445227072719 0.018142364693276524 0.00045970845258030095 0.010750316041568432 0.0027596987291751483 -0.016081587504163587 0.00051339520438841942
leaf_weight=1.7739532617852116 5.0924987825565022 4.0579740069806576 1.2864717291668055 78.336944389156997 2.2668247083201996 13.419807840138672 4.5443519391119462 8.3114211484789831 2.8970327749848357 6.1039328426122648 4.6509720627218476 30.475325830280781 5.677632935345172 2.436460316181182 4.1864385083317739 5.2424916848540306 2.8739756532013416 19.312235271558169 6.4628965109586716 3.6760932654142371 118.69546105712652 9.9215846508741361 4.6048139296472055 6.7944133169949055 6.2704476118087751 5.2818624451756477 11.401234563440083 6.1403642650693655 3.1722529157996169 62.995921073481441
leaf_count=91 283 43 34 336 69 82 32 23 72 46 53 107 47 20 61 34 30 146 18 11 563 29 50 32 23 26 41 31 16 451
internal_value=0.000326492 -0.00771214 0.000678745 0.000518073 -0.00467442 -0.00215535 0.0007337 -0.000506048 -0.00410391 -0.00284209 0.000812704 -0.000134794 0.00931022 0.000951917 -0.000742107 -0.0111907 -0.0182636 0.000130758 0.00677296 -0.00350027 0.00176129 0.00415594 0.000269208 -0.00823446 0.00101344 0.0100576 0.000225602 -0.00814039 0.00133937 -0.000282206
internal_weight=448.364 10.4369 5.34445 437.927 17.4606 15.1938 420.467 190.561 51.113 48.216 139.448 125.459 13.9891 120.808 90.3327 12.6608 7.41833 35.5552 12.5668 22.9883 229.906 88.2585 141.647 11.3992 130.248 11.5523 87.8962 10.3268 77.5694 66.1682
internal_count=2900 360 77 2540 242 173 2298 1239 389 317 850 780 70 727 620 96 62 221 64 157 1059 365 694 82 612 49 600 92 508 467
is_linear=0
shrinkage=0.0198279


Tree=150
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 0 0 2 0 0 0 2 0 0 2 0 2 1 2 2 1 0 2 1 1 0 0 1 1
split_gain=7.02132 7.27398 5.5377 7.25791 5.0106 5.00496 4.33187 3.60533 4.41002 3.3393 5.56288 3.45286 3.11059 3.85484 3.10684 3.07527 2.55505 2.46249 4.2979 3.44581 2.73747 2.46205 7.48101 6.0036 4.64747 12.9836 4.57968 4.20686 3.95529 6.57474
threshold=0.5726475255500002 39.995120105550008 44.269496632500008 0.43780126340000008 41.558544840500012 39.468990633150007 0.47943175355000006 0.47727612945000003 48.315732392000008 0.53136133645000017 0.5339660489000001 0.51017933595000009 35.818873074050011 0.41932876265000008 0.68186581240000022 45.027406014450008 0.50109278165000015 44.710446918150005 0.48544953745000008 42.686561923500008 45.673096293200011 0.39078171310000004 0.53592706805000012 43.633733172900008 0.40621538280000008 0.41753240920000007 0.48181192180000004 0.54511840960000013 0.39584144190000009 0.39458399450000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 12 7 8 15 11 -11 16 13 -1 17 -4 -8 18 19 -3 -19 26 23 28 -24 -26 -5 -27 29 -23
right_child=1 14 6 21 -6 -7 9 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0047008573302874893 -0.0038872485865963338 0.00079922976538587505 -0.00011069141288506342 0.00029832849493680632 -0.0049437547427234373 0.0033343074571362185 -0.0035228180026245994 0.0039652500628292349 0.0012452284892607499 0.0031358755538592811 -0.0022175020729808216 -0.0051937492307357709 -0.0061239559761524769 0.0027836361379260251 -0.0045476633765343041 -0.0054795916186378439 0.0018101705022570379 0.0041627759674209138 -0.0046671444050770386 -0.0036729921029459347 0.00018029494665992732 -0.0027158926513056346 0.0031136294188338579 0.0024310888037033886 -0.0062040099189051238 0.0022830354740084658 0.001436435027356336 0.00022822249281328585 -0.0038791567623982759 0.0033149786471465765
leaf_weight=2.0459782965481299 12.563871154561637 12.797863133251672 3.5488184522837463 111.13367990031838 6.3816400878131381 3.9475317839533091 3.2933099288493413 4.0590596869587889 11.821589574217795 4.6646583303809157 10.962788019329308 7.8072106000036001 2.4952071197330952 2.6792323142290115 2.8737963791936627 3.6466930732131004 2.8039333112537861 3.3172665014863041 4.6930590122938147 3.7570091634988776 23.68359381146729 9.3354402184486407 12.4769145026803 5.4693256616592398 4.6990686357021323 23.469955258071423 128.54939191043377 59.073598816990852 13.341029409319161 4.5242454931139937
leaf_count=44 281 62 25 491 120 26 31 10 42 14 80 103 29 10 81 35 14 8 126 25 145 74 35 24 44 70 443 275 120 13
internal_value=0.000186411 -0.00108819 0.000369969 0.000538799 -0.00204149 -0.000383069 -0.000880407 0.000452439 -0.000297345 -0.00192189 -0.000619565 -0.00338559 -0.00241543 -0.00045709 -0.000400297 -0.00283166 -0.00107034 -0.000153271 -0.0011989 -0.000215709 0.000669574 0.000660504 0.000211106 -0.00149408 0.00076976 0.000434554 0.00090873 0.000812476 -0.00228333 -0.000747223
internal_weight=505.917 63.6865 442.23 389.622 17.5496 11.1679 52.6081 23.0762 19.0171 29.5319 15.6274 13.9045 7.22042 4.72521 51.1226 7.19551 6.09724 48.2488 21.2479 16.5549 27.0009 372.073 132.39 32.67 99.7195 87.2426 239.683 82.5436 27.2007 13.8597
internal_count=2900 728 2172 1818 229 109 354 112 102 242 94 148 83 54 447 60 45 366 213 87 153 1589 655 231 424 389 934 345 207 87
is_linear=0
shrinkage=0.00410586


Tree=151
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 2 2 2 0 0 0 2 1 0 2 1 2 0 2 2 0 1 2 1 0 2 1 2 1 0
split_gain=5.9637 6.05981 4.12648 5.76848 4.56208 3.33541 4.63007 3.48589 2.68577 2.42581 4.50633 4.70913 4.32058 5.36667 4.53098 4.48672 4.35289 5.11824 3.83749 5.56461 2.75439 5.46786 3.89071 3.40544 2.32061 2.92481 2.36424 6.12139 2.27148 2.14713
threshold=0.5726475255500002 39.995120105550008 44.215931556700006 0.41932876265000008 0.41865513010000005 47.833738492450003 45.90502654165001 48.988717865950008 0.68186581240000022 0.47886290830000006 0.47814436690000012 40.532725462000009 0.35585760905000008 0.49320379630000005 41.261521012900012 0.34569324270000007 42.852084787850011 0.48181192180000004 42.773538294100007 43.45354240915001 0.47706655490000011 0.3447651268000001 40.79983011445001 0.34536391125000004 0.47305469895000007 35.97706729810001 0.32600820335000008 39.091773401050006 0.35877668335000007 0.48041974790000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4 -7 -3 10 18 -12 14 -14 29 16 17 -16 20 -20 21 24 -23 -22 25 -5 -27 -28 -15 -11
right_child=1 8 4 9 -6 7 -8 -9 -10 12 11 -13 13 28 15 -17 -18 -19 19 -21 23 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0038204735583216944 -0.0045685715025809122 -0.00023669618980575797 -0.00018286365132534586 0.0031878917724772879 -0.005153121445437483 0.0025761831654166883 -0.0050739735072350585 -0.0013536802057109165 -0.0054698162313220333 0.001205523212571978 -0.0003080638065257093 -0.0077902481691262968 -0.0046296125052761551 0.0044791572480090301 -0.005739472589200577 0.0020566740070196137 0.0020790254139970137 0.00048287859231593117 -0.0055612736006434606 0.00095271148701328091 0.00064071759502747365 -0.0073323251955514299 -0.00096465226902143174 0.0048575387053754358 0.0033916611917024727 0.0012349795838042833 0.0010903900809376376 -0.0081919031545028068 0.00054259636651341468 0.0040123769913443606
leaf_weight=7.2304013809189192 11.199377865530549 46.826808232814074 14.56056376732886 6.1212750636041227 5.6398234609514466 13.339725218713285 7.1731481961905947 9.6653219852596504 2.5687514320015898 9.3437316045165044 4.8755629584193212 3.6539821103215218 4.9636384397745124 3.7087421044707289 6.5951369181275386 32.91118822991848 7.6862727701663962 6.5347841903567314 6.1891446784138662 6.8716576620936394 11.544977694749834 3.3117589410394421 8.4920281991362554 8.0859919115900976 8.898629315197466 6.4357808455824834 4.0800434499979019 3.1078216060996056 195.2842726893723 24.53936779499054
leaf_count=167 281 366 97 21 74 46 75 69 81 31 18 31 29 11 41 104 24 23 64 32 42 44 51 21 25 26 15 26 893 72
internal_value=0.000204539 -0.00125917 0.000410399 0.000587853 -0.000929757 -0.000397354 -0.00179716 0.000925094 -0.000508838 0.000673252 -8.57963e-05 -0.00351337 0.000885863 0.000488304 0.00181138 0.000911462 -0.000899163 -0.0026426 0.00031393 -0.00213408 0.000846118 0.000102807 -0.00275121 0.00237763 0.00127893 0.000326762 -0.00095878 -0.002923 0.000615964 0.00323835
internal_weight=491.44 60.5949 430.845 380.466 50.3786 44.7388 21.7337 23.005 49.3956 373.236 81.6687 8.52955 291.567 203.957 87.6105 53.7274 20.8162 13.1299 73.1391 13.0608 60.0783 40.4473 11.8038 19.631 28.6436 19.7449 13.6236 7.18787 198.993 33.8831
internal_count=2900 728 2172 1811 361 287 172 115 447 1644 416 49 1228 933 295 192 88 64 367 96 271 208 95 63 113 88 67 41 904 103
is_linear=0
shrinkage=0.004983


Tree=152
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 2 0 1 0 2 1 0 2 2 2 2 0 0 0 1 1 2 1 0 0 1 2 2 1 1
split_gain=5.52723 5.25023 4.26941 4.20308 3.89708 3.53757 3.35669 3.90932 9.02632 5.05992 4.81088 6.256 4.94823 3.71568 3.42791 2.8016 2.79188 3.87555 2.76935 2.60794 4.32597 2.56214 2.56098 7.17322 5.12606 7.72307 4.37829 3.97658 3.37197 5.83504
threshold=0.5810754169000002 41.792045663550006 42.178283198950005 49.275256100300005 0.63075955810000017 48.315732392000008 0.41932876265000008 0.39078171310000004 0.52682554415000016 41.840895355800008 0.39584144190000009 0.53592706805000012 41.322103772800006 37.572218886150004 34.542090938800008 41.24714903835001 0.62143349005000015 0.63514565435000014 0.51589772760000019 0.49901200560000009 0.50525433370000017 47.480720532750006 0.44805544745000009 0.55754318735000019 0.55335169605000012 0.42552618185000007 42.564639561200003 42.34047585750001 0.40105086675000007 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 6 4 21 -6 15 -8 18 10 -10 -12 13 14 -13 -1 -2 -18 -9 -5 -21 -3 23 24 25 27 -25 -4 29 -29
right_child=1 3 22 19 5 -7 7 8 9 -11 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0048688922452639243 -0.005172913137175778 0.00067118452526261174 -0.0035948329259496577 -0.005736385535576414 -0.0041090598208461879 0.0020203527372902826 0.0010976670878913202 -0.00032401398807182721 0.003490767469051791 0.0038091284524127437 -0.0041183416025662939 0.0007229524697429763 -0.0036879563130210536 0.00095459861966195475 -0.0040532129407852766 0.0019103875038092638 0.002393437154651447 -0.0045717335117146044 -0.006088209906801186 0.0027686868082487082 -0.0049454875491779038 0.0042982936705512099 0.0018472969236219105 0.00095556227756318909 0.0046133925711701936 -0.0060905303691620059 -0.0061258329220239436 6.978098626549832e-05 0.0018664690034075984 -0.0036684269988556235
leaf_weight=3.5620836978778234 7.5371022662147862 13.606747826561337 5.6768499687314025 3.4783775843679887 5.0207150541245928 2.6117393039166927 178.78366215527058 2.1190385408699504 7.0782246440649024 7.353276088833808 6.7480896636843672 5.2655691001564247 5.5619447976350775 55.583613179624081 5.7204280849546194 1.6172271855175493 2.795294301584363 3.0457878792658448 5.3865006938576698 2.7308623567223549 2.5790038071572781 4.8093809187412253 10.240949027240275 2.1672943830490095 4.0297105982899657 4.0429338645189992 6.0125167146325111 102.04417067579925 16.402231071144342 8.233419541269539
leaf_count=74 154 91 41 39 84 15 664 19 23 23 58 49 31 228 62 26 35 141 56 9 58 12 42 8 15 71 61 559 74 78
internal_value=0.000193019 -0.00118052 0.0003423 -0.000307027 0.000554771 -0.00201164 0.000655264 0.000718382 4.57742e-05 0.000408264 0.000117336 -0.000185377 0.000182562 0.000505947 -0.00176401 -0.00275208 -0.0034551 -0.0012385 -0.0044608 -0.00286142 -0.00097809 0.00161841 -0.00021877 -0.000361147 -0.000134651 -0.000274925 -0.00424957 -9.72828e-05 5.94515e-05 -0.000209317
internal_weight=491.845 48.215 443.63 34.8368 26.0486 7.63245 284.78 279.6 100.817 93.3111 85.9579 78.8796 72.1316 66.5696 10.986 5.17931 13.3782 5.84108 7.50554 8.78824 5.30987 18.4161 158.85 148.609 140.429 136.4 8.17981 132.357 126.68 110.278
internal_count=2900 638 2262 308 202 99 1313 1213 549 474 451 428 370 339 111 100 330 176 75 106 67 103 949 907 838 823 69 752 711 637
is_linear=0
shrinkage=0.00427152


Tree=153
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 1 1 0 2 0 0 2 0 0 2 0 2 1 1 1 0 1 0 2 1 1 0 1
split_gain=6.444 7.7453 6.05102 5.01933 6.66814 5.25371 5.10246 5.39877 5.21914 4.59834 6.03694 6.05237 3.9979 4.64062 4.70872 5.80431 3.82277 3.56885 5.61539 6.07793 7.58551 6.00219 3.50225 5.33898 3.31783 3.29881 3.27365 4.56923 6.3355 3.13443
threshold=0.46613873835000008 44.710446918150005 49.275256100300005 0.47727612945000003 0.34524415440000006 0.37138109635000011 0.36927038110000004 0.36543816055000006 0.36597706655000006 0.51243974730000008 46.377258487500008 0.5025747732000001 0.48543456785000005 39.468990633150007 0.47778509625000004 0.47868327295000007 45.445415294500002 0.52324780695000006 37.572218886150004 0.39971857130000005 0.39584144190000009 0.39458399450000009 0.52877159370000015 0.3979222179000001 0.47814436690000012 39.945535567850008 0.40621538280000008 0.41640968835000008 0.52833747495000016 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 12 -9 10 11 25 13 -5 -15 24 -3 -11 22 20 21 29 -19 -24 -16 -7 -21 28 -28 -20
right_child=1 16 -4 5 -6 9 -8 8 -10 17 -12 -13 -14 14 15 -17 -18 18 19 26 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=9.9319918422316038e-05 -0.0032194065296188789 0.0051396669819808068 -0.0027967403387092575 0.0033581247658497826 -0.0028168598061924671 0.003124603616155941 0.0039429511762400244 0.0012627707572675992 -0.0059532527514320659 0.0016369752733948638 0.0037489663738121863 -0.0063962116019841194 0.0021283416234888029 0.0025146461135285517 -0.00080721216074066716 0.0003386839423013969 -0.00028069499481158056 -0.0061009184304172221 0.00029044314760487676 0.0031886878779929652 -0.0046788475017292873 0.0046707981273199891 0.0023981720868413562 -0.0026987282575168725 -0.0057752630827867342 -0.0033908540594976186 0.0027703207992103179 0.00085417246762207837 -0.0057202686842462939 -0.0036660957707038773
leaf_weight=64.496238516643643 20.942095963284373 2.6362730171531465 10.774851929396389 9.9157955050468427 17.89098984375596 2.6616389155387861 11.287119939923285 3.3644135296344748 3.8266733139753342 32.144419573247433 2.5401916056871405 5.9873788822442293 50.35721343010664 13.937999546527861 4.9361554607748968 54.423297561705112 19.626649532467127 3.0890496745705631 10.197289928793912 9.6695704013109189 8.549055624753235 4.0542870610952368 5.160610198974612 12.717243617400525 4.6754369884729385 2.9007892347872257 2.4300085604190818 96.457104813307524 4.4343651458621025 5.5085422471165648
leaf_count=415 416 7 119 27 151 8 34 11 32 116 9 58 162 41 22 201 162 29 44 28 77 10 18 133 34 35 10 391 46 54
internal_value=0.000185943 -0.00137439 0.000333011 0.00040835 -0.00053395 0.000620913 0.00120558 0.000993132 -0.00257717 0.00018144 -0.00214997 -0.00344734 0.00117885 0.00063482 0.000288498 -0.000196051 0.000361159 0.000350409 9.55456e-05 0.000398402 -0.00135278 8.62164e-05 -0.00194547 -0.00122746 -0.00322386 -0.000273188 0.000837149 0.000617075 -0.00271457 -0.00109724
internal_weight=501.593 43.205 458.388 447.613 82.3872 365.226 156.724 145.437 7.19109 208.502 14.09 11.5498 138.246 87.8887 77.9729 64.0349 22.2629 194.412 162.267 141.3 28.3092 19.7601 20.9669 17.8779 9.61159 5.56243 112.991 103.321 6.86437 15.7058
internal_count=2900 585 2315 2196 566 1630 564 530 43 1066 110 101 487 325 298 257 169 956 840 660 185 108 180 151 56 43 475 447 56 98
is_linear=0
shrinkage=0.00422636


Tree=154
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 1 0 2 2 0 0 0 0 2 0 2 2 2 0 0 2 1 2 2 2 0 0 1 2 1
split_gain=5.80363 3.58859 6.30461 5.85038 4.277 2.97519 3.16727 2.68582 3.56783 2.63631 2.61961 2.53125 3.01122 2.85287 2.53153 5.22102 3.15322 3.99006 5.25242 7.45473 3.99503 4.12562 2.50508 2.49729 2.79889 2.79561 2.48251 3.19327 2.43653 2.22827
threshold=0.50064369330000014 0.39167988980000007 0.47727612945000003 0.39388042275000007 37.186372654950006 0.34524415440000006 0.42314601355000009 48.315732392000008 48.988717865950008 0.52366695610000014 0.63514565435000014 0.52366695610000014 0.52772372085000019 40.621691032550004 0.51017933595000009 43.45354240915001 43.162556114600001 42.564639561200003 0.48543456785000005 0.47778509625000004 42.178283198950005 0.34569324270000007 44.921040431000009 44.758188263300006 42.718072821900002 0.47706655490000011 0.48101853240000009 0.34744468730000005 37.572218886150004 0.35675578575000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 22 -2 -9 -6 -11 13 -13 -4 16 -16 17 18 19 -15 21 -21 -1 24 25 29 -19 -28 -8 -7
right_child=7 3 11 4 9 23 28 8 -10 10 -12 12 -14 14 15 -17 -18 26 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0035258390245794472 -0.0047405156942828533 -0.0060921630772343199 0.0019272784231378016 -0.0024302527105599867 -0.0035888051140512199 -0.0067514868583898715 0.0032050617040178197 0.0046204615516412355 -0.0032723803743799238 0.00034752934781802141 -0.0040654544427442402 -0.0037969729398119401 0.0010841271897206375 0.0042133656649283981 0.0010982546542080561 -0.0071029432503496737 0.0024501867128102484 -0.0049330169529791254 0.0029684268357084665 -0.0021349646715235386 -0.0058418486898604493 0.001968927885185255 -1.2302873765872464e-05 0.0022257236955230313 -0.0064039296240187638 0.0024061603818889502 0.0015878799229619501 -0.003818773809220433 0.00015715090035220522 -0.00097576690717574108
leaf_weight=9.715805737301709 8.4642686340957862 4.2050477098673573 87.136987753212452 17.996493987739086 4.6247179545462123 2.9249291718006152 8.0243152379989606 2.2651588320732108 3.9595004618167877 157.00614482350647 3.4587696231901637 5.6317439749836904 7.3032460585236549 7.912961818277835 5.2744040340185148 3.1012005917727947 25.670992385596037 4.5658509731292751 21.89208297431469 15.74318745732308 4.1281583644449702 10.12738987803459 10.758414827287195 2.5044410675764075 4.6520255226641885 2.9470352232456207 6.9171256721019727 4.5601341128349304 37.139609672129154 3.9499651193618774
leaf_count=185 283 56 290 212 67 35 25 11 66 806 26 37 29 20 20 35 84 33 71 70 31 31 51 10 58 10 23 24 167 34
internal_value=0.00020441 0.000299473 0.000646511 -0.000242661 -0.000108312 -0.000527275 -4.31727e-05 -0.00290123 -0.000400168 0.000144804 0.000252409 0.00110837 -0.00104105 0.00124948 0.000712034 -0.00193837 0.000930702 0.00041642 0.00101228 -0.000117297 -0.00125962 -0.00052844 -0.00167961 -0.00239881 -0.00319899 -0.00168102 -0.00180476 -0.000560287 0.000698676 -0.00343305
internal_weight=494.562 479.873 292.582 187.291 183.086 82.6165 65.6381 14.6889 6.22466 165.09 160.465 209.965 12.935 197.03 109.893 8.3756 101.518 75.8469 59.8038 37.9117 29.9987 25.8706 20.4742 16.9784 14.474 9.82193 16.0431 11.4773 45.1639 6.87489
internal_count=2900 2540 1373 1167 1111 575 428 360 77 899 832 798 66 732 442 55 387 303 223 152 132 101 236 147 137 79 80 47 192 69
is_linear=0
shrinkage=0.00501583


Tree=155
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 0 1 0 1 1 2 0 1 2 2 1 1 0 0 2 0 1 0 2 1 1 1 0 1 1
split_gain=4.70534 5.30712 4.23585 3.21638 3.78019 3.00999 4.48826 3.93866 3.60028 3.54035 3.23886 3.18051 3.39269 3.30596 3.50206 4.57111 7.05216 5.14632 4.76568 3.08483 2.99755 3.53118 2.96525 3.91917 2.84508 4.72414 2.89517 4.37888 2.91376 2.77911
threshold=0.5810754169000002 41.792045663550006 49.275256100300005 0.62143349005000015 0.63514565435000014 0.47727612945000003 0.38906020780000011 0.53781323915000012 0.34518427590000006 0.42194844465000009 40.621691032550004 0.51017933595000009 0.37982395740000008 43.162556114600001 42.564639561200003 0.34515433670000012 0.34479506600000004 0.47778509625000004 0.48543456785000005 38.771633980050005 0.54475913895000005 0.4355408521000001 0.63075955810000017 48.315732392000008 0.34506451900000007 0.34482500525000009 0.33672644530000007 0.4447920721000001 0.30560462260000004 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=5 3 22 -2 -5 8 10 9 24 19 -7 13 -13 14 15 16 -12 -17 -19 -8 -9 -22 -3 -24 25 26 27 28 -1 -23
right_child=1 2 -4 4 -6 6 7 20 -10 -11 11 12 -14 -15 -16 17 -18 18 -20 -21 21 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0060629692974130582 -0.0069181232017497592 0.0020937417061444715 -0.0037868035628329561 0.0034930088667498847 -0.0060547998128208554 0.0021664520633378551 -0.0032642321695183787 0.0020048445729854395 -0.0027598206823797032 -0.0070746989100709066 0.0020035008181920116 -0.0058133201605430219 0.00036320568692190788 0.0027736854659225012 -0.0020386703890221307 0.0070451527762363884 -0.0069332020731130931 -0.00064788060227396864 0.0032449616812706629 -9.0420654952692197e-05 -0.0016440103784616383 0.001930124171546753 -0.0051698914033523734 0.0036203243242404551 0.0051221321770144011 -0.0066661276247821375 0.0018223231965938664 -0.006061382160761011 0.00053409683524436062 -0.00075684395879700532
leaf_weight=2.3795150518417385 7.7190762814134342 18.306394893676046 8.4667035695165378 2.7555014193058014 2.6408378314226866 75.600060753524303 13.488612636923788 33.673375334590673 18.8195631345734 3.2308000307530156 6.0943540781736356 4.8582983426749689 7.1452846750617027 24.793786577880383 15.536855328828095 5.3875486552715293 5.4298527762293816 22.531387664377689 18.72576268017292 38.055511713027954 28.28757344186306 31.367264680564404 4.8681041859090319 2.4946705587208271 3.451258333399891 3.4623106457293025 21.614704256877303 4.5457676388323298 25.600128371268511 20.830014448612928
leaf_count=91 154 103 106 35 141 260 93 120 161 71 20 50 32 82 79 11 32 95 65 220 201 127 84 15 13 26 85 42 162 124
internal_value=0.000235353 -0.00147372 -0.000289107 -0.00455695 -0.00117946 0.000421038 0.000646055 -2.69067e-05 -0.000579163 -0.00128394 0.00125693 0.000634684 -0.00213666 0.000972413 0.000366485 0.0010089 -0.0022072 0.00180348 0.001119 -0.000920977 0.000576239 -2.14627e-05 0.000864571 -0.00219157 9.30158e-05 -0.000208304 0.000204679 -0.000870323 -2.69474e-05 0.000857854
internal_weight=482.161 47.2513 34.1359 13.1154 5.39634 434.91 355.036 168.933 79.8732 54.7749 186.103 110.503 12.0036 98.4995 73.7058 58.1689 11.5242 46.6447 41.2572 51.5441 114.158 80.4849 25.6692 7.36277 61.0537 57.6024 54.1401 32.5254 27.9796 52.1973
internal_count=2900 638 308 330 176 2262 1682 956 580 384 726 466 82 384 302 223 52 171 160 313 572 452 202 99 419 406 380 295 253 251
is_linear=0
shrinkage=0.00570254


Tree=156
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 0 2 2 2 0 1 2 2 2 1 2 2 1 2 2 2 1 1 2 1 0 2 2 1
split_gain=7.97536 5.49123 5.73331 6.30721 4.27291 4.01058 4.21384 6.4217 7.58487 3.54519 3.44574 6.19256 4.61046 6.14176 4.52212 3.85091 5.34495 3.31951 3.30632 3.28834 3.61401 3.1646 3.05183 2.95462 4.41258 2.67965 3.66355 4.89297 6.53486 5.05072
threshold=0.45393850480000009 0.42314601355000009 44.421469061800003 0.57600071855000012 0.45664800455000004 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 36.735256530150004 0.48181192180000004 0.35877668335000007 42.178283198950005 43.45354240915001 41.322103772800006 0.35585760905000008 40.79983011445001 43.124157941850008 0.50663153795000015 44.758188263300006 50.448116877400004 48.315732392000008 0.36449507500000006 0.3447651268000001 42.686561923500008 0.32272985840000007 0.46928235680000008 39.468990633150007 40.166811829450005 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 21 3 5 -2 6 10 -8 -9 -6 12 14 15 23 -12 25 -17 -16 -11 -4 -21 -1 -13 -14 -25 -3 -27 -28 -29 -30
right_child=4 2 19 -5 9 -7 7 8 -10 18 11 22 13 -15 17 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.0026810778724470899 -0.0053897030797041261 0.0034600108893193754 -0.0042445169308733327 -0.0037640687709662845 -0.0042692048992693738 0.0026853743886601847 -0.0034350366494092042 0.003214615979558872 -0.0016945514820882056 -0.00013068587867291566 0.0033646057082713913 -0.0023356921642168986 0.00055482793535552646 0.0014537377553742264 0.00044454691813615129 -0.005756576596312111 0.0018978621907239823 0.0031392370580261334 -0.0025738169780579931 -0.00017194386207687747 -0.0044806937600081935 0.0003696853506621075 0.00071374978073014282 -0.0047043801540176157 -0.0011249717464371024 -0.001299372776501643 0.00324142764949508 -0.0029984110783936118 0.00044991424556099335 0.0039172371636456626
leaf_weight=13.65830526687205 3.3698603808879843 6.01395060122013 4.0110529772937289 4.9187665209174147 4.3302210364490739 14.659466646611689 9.5965876542031783 8.5629706159234065 10.890864737331865 43.928074829280376 24.874022543430328 5.1757344827055922 5.9150466695427921 11.948307588696478 25.282113574445248 3.1527358703315249 2.4845558851957321 9.6098615005612356 10.443042714148758 35.465256420895457 3.2355878856033078 8.3423768579959852 146.25682124495506 8.7328673303127307 13.137924011796711 11.223930440843104 13.073651529848574 6.7928961738944045 32.098543345928192 7.9923394918441764
leaf_count=210 34 15 34 50 141 40 91 23 57 266 70 24 26 47 88 37 12 25 256 213 68 32 628 66 86 61 34 32 116 18
internal_value=0.000194967 0.00037696 0.000475355 0.000626832 -0.00111595 0.000684049 0.000603186 -0.00082247 0.000466311 -0.000870608 0.000727273 0.00102936 0.000206733 -0.000886164 0.00209313 0.000730987 -0.00238299 0.00118671 -0.000599937 -0.000880801 -0.000532177 -0.00152427 0.000609524 -0.00189236 -0.00255421 0.000958389 0.000747033 0.00113012 0.000541372 0.00114114
internal_weight=509.178 447.107 425.106 382.394 62.0712 377.475 362.816 29.0504 19.4538 58.7013 333.765 211.199 122.567 39.7341 59.766 82.8326 5.63729 34.892 54.3711 42.7119 38.7008 22.0007 151.433 27.7858 21.8708 77.1953 71.1814 59.9574 46.8838 40.0909
internal_count=2900 2203 1961 1646 697 1596 1556 171 80 663 1385 835 550 225 183 325 49 113 522 315 281 242 652 178 152 276 261 200 166 134
is_linear=0
shrinkage=0.00390278


Tree=157
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 0 2 1 0 2 1 1 0 2 2 0 1 0 1 2 2 1 2 1 2 2 1 0 0 0
split_gain=9.86296 7.90403 6.82236 5.63702 5.64193 9.72279 6.63326 5.13314 7.15288 4.29404 3.92488 4.70221 4.53301 3.67878 3.59358 4.5907 3.43538 3.38048 7.22594 3.45907 3.28535 3.08814 2.81129 2.93439 2.7666 6.51897 5.26813 2.71661 2.63746 2.4727
threshold=0.5726475255500002 40.580626202750004 42.178283198950005 0.41932876265000008 0.39078171310000004 0.52682554415000016 41.840895355800008 0.39584144190000009 0.53592706805000012 41.322103772800006 0.48627286610000009 0.44922307715000004 0.61532588845000014 40.823855932350007 45.027406014450008 0.63075955810000017 0.40621538280000008 0.47305469895000007 0.32272985840000007 39.530201452500002 41.24714903835001 0.43808568605000003 47.480720532750006 0.46128858420000007 39.468990633150007 38.238138001450004 0.43166372265000008 0.56369569775000017 0.51589772760000019 0.52937037810000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 3 20 17 28 7 -7 29 13 11 -3 -12 16 -14 -16 -10 18 -5 -20 -1 -2 23 -13 25 26 -18 -28 -6 -9
right_child=1 10 -4 4 5 6 -8 8 9 -11 12 22 14 -15 15 -17 24 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0043287356666391191 0.0024368948196520123 -0.0021141635336504186 -0.00020931343810372098 0.0029238692882760948 -0.00044877490717790944 0.0030640743706945093 0.0037169527343726481 -0.00075404625526444063 0.0028163385401858217 -0.0028394369604303757 -0.0044033099416969593 0.002529259929628761 -0.0041417275311557292 0.0023088357866429448 0.0037687946177672954 -0.0010952283179750523 -0.0046527610273000503 0.0013612850743265393 -0.00027678391846274321 -0.0037905580313337696 0.001586111450189682 -0.0037627494660846745 0.0029414782015981661 -0.00095498558188008111 -0.0014559386956358559 0.0017955406645014276 0.0021167800144365869 -0.0022381574011388419 -0.0051491897913774343 -0.0052387567112099727
leaf_weight=4.5228140242397776 1.1477858386933828 7.129640735685828 160.07900265417993 7.425272852182391 2.2142429500818244 7.2698235511779776 7.4825076013803473 2.5474655181169501 5.4063183143734923 5.6157977655529967 5.5914632491767433 4.970366649329665 3.0537404827773562 11.917293272912501 3.5639179795980445 9.2772762775421125 4.7377703152596968 163.23715025186539 11.941848926246168 5.3981413170695296 1.7199660092592237 14.989896409213541 8.4459334164857847 9.0428347513079625 16.419712290167809 18.081882052123547 4.3752551302313805 3.3606877364218235 5.5656881704926491 4.5366674065589905
leaf_count=74 10 51 914 20 19 23 21 20 15 30 87 16 81 34 10 99 56 538 66 40 26 297 26 51 76 59 20 27 56 38
internal_value=0.000202853 -0.00109946 0.000395717 0.000725399 0.000799751 9.84573e-05 0.00042999 0.000138129 -0.000138124 0.000215291 -0.000397295 0.000463212 -0.00158229 0.000482088 -0.000589925 0.000254722 6.64866e-05 0.00117103 -8.30499e-05 -0.00137066 -0.00269912 -0.0033218 0.0012814 0.000280847 -0.00024999 0.000398053 -0.00162774 0.000224886 -0.00381141 -0.00362605
internal_weight=521.068 67.2129 453.855 293.776 287.534 99.5311 91.7512 84.2687 76.9988 69.9147 51.0752 29.5888 21.4864 64.2989 15.8949 12.8412 52.3816 188.002 24.7653 17.34 6.24278 16.1377 22.4591 14.0132 46.9753 30.5556 12.4737 7.73594 7.77993 7.08413
internal_count=2900 728 2172 1258 1158 494 419 398 375 317 421 144 277 287 190 109 253 664 126 106 100 307 93 67 238 162 103 47 75 58
is_linear=0
shrinkage=0.00364274


Tree=158
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 0 1 1 1 1 0 0 1 0 2 0 0 1 2 0 2 0 1 1 1 2 2 0 2 0
split_gain=8.07149 7.82308 6.94017 5.14906 4.61138 3.17575 6.23717 5.17162 5.22973 5.41067 4.98107 5.42404 4.51706 4.3834 4.97102 4.93137 6.55574 4.38002 4.6417 3.33311 5.87456 5.45937 5.94646 5.24523 4.10354 4.48308 4.39705 3.32 3.18847 3.11301
threshold=0.46613873835000008 44.710446918150005 50.448116877400004 0.30560462260000004 0.68186581240000022 0.47727612945000003 0.37138109635000011 0.36927038110000004 0.36543816055000006 0.36597706655000006 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.48543456785000005 39.468990633150007 0.47778509625000004 0.47868327295000007 0.3447651268000001 40.421032462050007 0.52324780695000006 38.238138001450004 0.52877159370000015 0.3979222179000001 0.39971857130000005 0.39584144190000009 41.395309858300003 43.633733172900008 0.47305469895000007 41.792045663550006 0.47814436690000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 17 7 8 13 -10 11 12 -8 14 -7 -16 29 27 -19 -12 21 -21 -23 24 25 -22 -26 -5 -20 -17
right_child=1 4 -4 5 -6 6 10 -9 9 -11 19 -13 -14 -15 15 16 -18 18 28 20 23 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.003734313606553056 -0.0026776823415089897 0.00076709498007722073 -0.0039969479202010428 -0.00013015131429284835 -0.003952220211220262 0.0028000389503098945 0.0028498552430862422 0.003224165568989018 0.001163808899690975 -0.0047227895561307281 0.0012610241800198991 -0.0040587523743689661 -0.0023160031655987531 0.0017856625593722767 0.0020796132588480403 -0.00085798957700677729 0.00029659702832522179 -0.0048239579958322234 0.0012270505258667127 -0.0049110477238119522 0.0020399531955855505 0.0021912409808761734 -0.0017050971505717719 0.0006878093806425361 -0.0048267950078961864 -0.0013522168512429278 1.7820552145312658e-05 0.0019145392324482475 -0.0015439108405083351 -0.004747818373442716
leaf_weight=3.6299053411930791 22.183669084683061 19.845995366573337 4.3926422782242289 41.282878573983908 2.7749856710433951 10.046851381659506 3.7555915266275388 11.548964902758597 3.4455796629190436 3.9302480258047581 32.859751932322979 6.7746661342680454 4.2343151513487101 51.482443109154701 14.063541956245897 4.9397608265280706 55.127169206738472 3.8716288246214416 6.7282257787883308 4.2971589714288738 7.3747829273343148 6.1662745848298099 18.198162956163287 112.72829097509384 5.4094904363155347 12.093263328075407 3.7162303999066353 12.066849470138548 17.802354294806719 4.7410374283790588
leaf_count=91 416 108 75 241 61 27 10 34 11 32 118 58 45 164 41 22 203 55 27 41 27 21 170 452 49 79 23 36 129 34
internal_value=0.000159448 -0.00123077 0.000292912 0.000333671 0.000188162 0.000365864 0.000498744 0.00101425 0.000841537 -0.0019729 0.000121309 -0.00180164 0.000112167 0.000989391 0.000528361 0.000238989 -0.000160432 -0.000246802 -0.00133461 0.000261277 6.80148e-05 -0.0013475 -0.000718992 0.000355095 -0.000956599 -6.72128e-05 -0.00285394 0.000332325 -0.000783894 -0.00276298
internal_weight=511.513 44.8047 466.708 462.315 22.621 458.686 376.934 159.326 147.777 7.37583 217.608 14.7646 7.98991 140.401 88.9184 78.8715 64.808 81.7519 28.4022 202.843 169.984 28.6616 24.3644 141.322 28.5938 19.468 9.12572 53.3497 24.5306 9.6808
internal_count=2900 585 2315 2240 169 2149 1661 568 534 43 1093 113 55 491 327 300 259 488 211 980 862 232 191 630 178 106 72 277 156 56
is_linear=0
shrinkage=0.00342906


Tree=159
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 1 0 1 0 1 1 1 1 1 0 0 0 0 2 0 1 0 2 1 0 1 1 0 2
split_gain=2.62625 1.87448 3.55732 1.75587 1.65921 4.17191 3.58166 3.09295 4.01819 2.34039 2.88073 2.4347 2.09169 3.0246 2.37289 4.4368 2.33532 3.39722 2.12003 2.04759 2.00873 1.74083 5.53625 2.98421 1.71591 1.70496 2.2531 4.9715 1.62369 2.49459
threshold=0.50663153795000015 48.315732392000008 48.988717865950008 29.904643970450003 42.718072821900002 43.19689381845 0.4274273225500001 0.58859016195000013 0.47777012665000013 0.47997065955000012 0.3447651268000001 0.3465914194000001 0.46613873835000008 0.46208197360000008 0.45393850480000009 0.5810754169000002 0.56501302355000016 0.56055207925000017 0.57944372925000021 43.542456167850005 0.51401155655000019 0.43590012275000006 0.55041765215000005 40.878805547300004 0.34632196640000007 0.56915960600000015 0.45051046375000009 0.43967246490000006 0.41932876265000008 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 7 6 9 12 -9 10 -6 -11 13 14 16 -16 17 21 -14 24 -13 22 28 -24 -7 -18 27 -27 29 -5
right_child=1 2 -4 4 5 19 -8 8 -10 11 -12 20 18 -15 15 -17 25 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.014607809272267531 -0.020414900382134588 0.014865113499418624 -0.021359010966540096 -0.02218623923454931 0.00083426588791107805 -0.0035616320158475246 -0.029681065356651704 -0.02396622916389355 0.001469560466582628 0.0072891771655334793 -0.025292277610565878 -0.018885072583443466 -0.025627423402130988 0.016458963715166249 -0.02548866530234133 0.0097904982881568785 0.017442444875927006 -0.01236367864614968 0.0027448952004340828 -0.000495842636901316 0.00069707325463309595 0.010353363546797254 -0.02557097668485726 0.00036501360156578148 0.010727703460204515 0.014078337873739208 0.015681030404750985 -0.019010853017897678 0.0023690809637476945 0.008553352186837445
leaf_weight=2.808864905498921 3.8041618242859832 2.2712139040231705 1.8717283289879558 2.4965123143047085 2.6049703657627168 4.3206016942858723 2.6470375582575789 4.067066937685011 5.5703889848664403 6.7185763418674451 4.1296367440372705 3.7821344137191772 2.0842814445495601 5.4616170674562445 3.230921607464551 2.316774869337678 5.9783480614423778 6.391022488474845 1.9105623476207254 94.05896664224565 4.1674791313707829 9.0975096598267537 4.2551014609634867 2.7737027332186699 12.057144481688736 3.4665543772280198 4.259247712790966 3.4084169585257769 249.33774841576815 1.6660939529538152
leaf_count=76 249 11 59 56 28 34 27 63 62 22 52 22 22 15 35 13 21 36 22 620 24 28 53 15 50 15 12 28 1092 38
internal_value=0.000533032 -0.0105545 -0.00150048 0.00072666 0.000821899 -0.000989474 -0.00833226 0.0015885 -0.0092645 -0.0056919 -0.0151864 -0.00133268 0.00192795 0.00211166 0.0018493 -0.0107557 0.00208786 0.00165548 -0.0120582 0.000609568 -0.00861939 0.00198778 0.00169566 -0.0153361 0.00695804 0.00906193 0.00456213 -0.00232635 0.0021679 -0.00988264
internal_weight=463.014 7.9471 4.14294 455.067 452.258 134.487 24.0498 317.772 9.63746 21.4028 6.73461 14.6682 308.134 304.14 298.678 5.5477 293.13 276.018 3.99484 110.437 7.94961 269.627 260.529 7.0288 16.3777 17.1126 11.1342 6.87497 253.5 4.16261
internal_count=2900 319 70 2581 2505 879 175 1626 125 148 80 68 1501 1457 1442 48 1394 1318 44 704 46 1282 1254 68 84 76 55 43 1186 94
is_linear=0
shrinkage=0.019455


Tree=160
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 2 2 1 1 1 0 2 0 1 1 1 0 2 0 1 1 0 0 2 1 0 0 0 1 2
split_gain=6.096 5.56229 4.66557 4.11554 4.13457 5.70673 3.76814 3.76797 7.64753 3.61527 6.52602 6.36792 7.04932 6.30988 5.70997 6.32241 5.41882 4.65834 3.40097 4.55199 3.56217 5.96334 3.4403 3.30736 2.8387 3.38098 5.7708 8.07819 5.20031 4.01268
threshold=0.45393850480000009 49.275256100300005 0.47305469895000007 44.710446918150005 46.177190236600005 47.673928029900004 48.680511450650009 0.46613873835000008 0.45772581660000006 0.37138109635000011 0.51243974730000008 46.377258487500008 0.5025747732000001 0.36927038110000004 0.36543816055000006 0.36597706655000006 0.48543456785000005 39.56957118270001 0.61802041855000012 0.5024400467000002 0.48627286610000009 0.61038591660000019 0.68186581240000022 40.08085804200001 0.34491482290000003 0.47694679800000012 0.47778509625000004 0.47886290830000006 0.34575312120000007 42.37975859965001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -6 -1 8 -2 13 11 12 23 14 16 -16 17 -4 20 -20 -7 -22 -21 -11 -19 -26 29 28 -28 -27
right_child=3 -3 9 4 5 18 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 24 19 22 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0013513137103258307 -0.006018683292933362 -0.0028713006915795816 0.0027365968382076921 0.0041578299428268583 -0.007048672366248003 0.0043697507352819806 0.0022005379713190905 -0.0033691181079623838 0.0014539816071265272 0.0030737615272786009 0.00044751617002934153 0.0038627920019190707 -0.0073490359246443267 0.0043175067991584248 0.0014348246506086322 -0.0071031981931152606 0.0023005115011731285 0.0014515300535638479 -0.0084075378419752964 0.0023781432471150065 -0.0058344835497952706 0.0041269610872923385 -0.0051179807404266257 -0.0037225362683842396 -0.0029563035973411509 0.0040065776787926192 -0.0083922061707435922 -1.1340404410011494e-05 -0.00024771562637394514 -0.00033510839504268105
leaf_weight=42.390456167981029 3.7439995035529128 10.484816225245593 16.724386423826218 4.6001991294324425 2.4812328256666687 5.7128987014293688 7.1856185346841803 20.861942809075117 11.380175804719327 2.8264726251363737 178.33491512946784 2.5312675610184661 6.3650894965976477 11.694917656481264 3.3668669685721389 3.7949836626648903 49.834014110267162 25.869978986680508 1.7728266865015019 3.8293342664837837 2.4895223528146744 2.4555008336901665 1.8765833508223293 3.0757460705935955 8.6550002023577672 10.767791248857977 4.2703007310628882 42.320075415074825 2.5912348031997681 7.3800415061414233
leaf_count=389 40 112 50 15 31 17 22 416 57 9 851 9 58 34 11 32 162 88 13 21 26 14 47 36 69 26 34 161 14 36
internal_value=0.000206227 0.000392595 0.000472183 -0.00113499 0.000269939 -0.000597515 -0.000836504 -0.00211953 -0.000395881 0.000642738 0.000207352 -0.00268683 -0.00403829 0.00109176 0.000876892 -0.00308938 0.00104556 0.000518153 0.000285053 -0.00205953 0.00193027 -0.000888028 -8.72098e-05 -0.000467904 0.000153887 -0.000287914 5.50995e-05 -0.000751481 -0.00531647 0.00224098
internal_weight=501.668 440.464 429.979 61.2042 25.2181 20.6179 49.5761 35.9861 15.1242 380.403 193.133 14.7986 12.2673 187.27 175.575 7.16185 168.413 118.579 18.1367 7.47874 10.6579 4.94502 5.70592 5.90222 101.854 75.9844 67.3294 49.1816 6.86154 18.1478
internal_count=2900 2203 2091 697 184 169 411 513 97 1680 963 112 103 717 683 43 640 478 138 81 57 40 68 45 428 340 271 209 48 62
is_linear=0
shrinkage=0.00453546


Tree=161
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 2 1 2 2 0 0 2 2 0 0 2 2 0 0 2 0 2 2 0 0 0 2 0 2
split_gain=2.38995 1.75217 3.09374 1.62921 4.73449 2.90814 2.65455 2.46665 2.24096 2.62791 2.61364 1.86719 2.25234 1.96551 1.70863 2.90753 1.89726 2.322 2.25886 5.97823 3.74702 1.94956 1.90825 2.79967 2.17025 1.85516 2.81597 1.82285 1.69158 2.03794
threshold=0.50663153795000015 48.315732392000008 48.988717865950008 0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34524415440000006 44.758188263300006 42.718072821900002 0.4622167001000001 0.56859076075000015 34.997818021800008 36.372781240150012 0.52366695610000014 0.52772372085000019 40.621691032550004 40.305698932850007 0.47778509625000004 0.47886290830000006 42.718072821900002 0.47943175355000006 44.269496632500008 43.124157941850008 0.48041974790000003 0.50579323975000012 0.50109278165000015 41.322103772800006 0.42314601355000009 37.572218886150004
decision_type=2 2 2 2 2 2 2 2 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 7 11 28 9 10 -9 12 -6 -14 16 -16 17 -7 -18 20 -20 -21 23 24 -23 26 27 -26 -1 -30
right_child=1 2 -4 4 6 14 -8 8 -10 -11 -12 -13 13 -15 15 -17 18 -19 19 21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0048627404282321728 -0.020679748833647798 0.013430535081720724 -0.02155113523369662 -0.023302029026861626 0.0045416208693790736 0.0043917034156882601 0.00045352252367716488 -0.023506695254102389 0.0086679628602811306 -0.024829994364158513 0.00035466293378653302 -0.021521547608515261 -0.024895307267342813 -0.0035126515361138242 -0.015116355714704524 0.0041009707722807816 0.010047268736695897 0.014385369016889452 -0.03008829687500288 0.013121888740296182 0.00026854843393627755 -0.01092517375398068 -0.0088349677856098072 0.0095634796819334331 0.0078644174260334796 -0.010100547943587813 0.015727452756769414 -0.001608679113416877 0.011941501788634451 0.00040461744927466388
leaf_weight=18.112234648317099 3.5376888876780859 2.3026993721723557 1.7361607030034063 3.5784536916762582 5.760221812874077 69.926167525351048 160.33881270047277 2.4348482256755215 2.4990917071700087 4.1495841015130273 6.8641076907515526 3.2013262258842579 2.8286792673170567 4.1561368070542812 5.3888441771268827 7.2023805677890778 11.177784740924833 10.465221635997294 3.858836166560649 5.7764295339584342 2.7100162506103516 6.199846886098384 6.7668844684958449 15.676397688686846 10.776185408234594 4.9155361503362647 5.687653273344039 30.357198558747768 7.2136633247137061 35.482266031205654
leaf_count=236 249 11 59 56 38 256 932 41 10 58 38 114 37 31 37 29 35 34 34 19 14 33 53 51 36 28 21 118 25 167
internal_value=0.000509106 -0.0105125 -0.00160683 0.00069324 -0.000769609 0.00165477 -0.000312218 -0.00161225 -0.00853875 -0.0117362 -0.00589322 -0.00801165 -0.0046182 -0.0121721 0.00292841 -0.00412374 0.00341022 0.00569266 0.00164426 0.000631297 -0.0175644 0.0020186 0.00122067 0.00214504 0.000137767 0.00146349 0.00267755 0.000873097 0.000204308 0.00235382
internal_weight=461.081 7.57655 4.03886 453.505 179.864 273.641 176.285 76.7558 15.9476 13.4485 9.29896 15.9464 12.745 6.98482 196.885 12.5912 184.294 80.3914 103.903 92.725 6.56885 86.1561 80.3797 73.6128 57.9364 51.7366 46.821 41.1334 60.8082 42.6959
internal_count=2900 319 70 2581 1208 1373 1152 575 147 137 79 220 106 68 798 66 732 290 442 407 48 359 340 287 236 203 175 154 428 192
is_linear=0
shrinkage=0.0197871


Tree=162
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 0 1 1 1 2 2 0 0 0 2 0 1 2 0 2 2 0 0 2 2 0 1 0 2 2
split_gain=9.30705 9.63713 5.91581 5.83005 5.33742 4.22459 4.95255 3.91562 4.36386 5.01774 3.81195 3.7538 3.68169 3.64991 3.84278 3.48691 3.4661 4.17295 3.19402 2.89133 2.88686 4.71673 2.87882 2.82923 3.06469 2.80955 5.01099 4.60658 4.34359 2.68288
threshold=0.39167988980000007 0.47727612945000003 0.39388042275000007 37.186372654950006 0.50064369330000014 0.53136133645000017 0.39584144190000009 0.30560462260000004 0.3447651268000001 40.421032462050007 41.792045663550006 0.54511840960000013 0.47305469895000007 0.52324780695000006 41.24714903835001 0.54317236010000014 0.43590012275000006 42.072181850200003 0.56055207925000017 50.065525775750011 39.995120105550008 0.55154037305000014 0.52772372085000019 43.968221017800005 42.718072821900002 0.47796473160000008 0.34569324270000007 0.47997065955000012 42.852084787850011 41.792045663550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 5 6 -5 -1 12 -10 -11 15 -9 14 -3 -7 17 20 -18 -19 21 -13 -15 24 -12 -16 27 -27 29 -29
right_child=2 13 3 4 -6 11 -8 8 9 10 23 16 -14 22 25 -17 18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0038905342239050366 -0.0043789933513965545 0.0015972311758078847 -0.0020544659335114028 0.0015596380930568625 -0.0021736895981897442 0.0005612582087601213 -0.0024395208923235919 -0.00013824377377826539 -0.0050718851100562895 0.0015238018713257891 -0.00098844188253768687 0.0010195235134178784 0.0020734599430381664 -0.0023518245814331518 0.0021264732000579535 0.0027885988331285451 0.0018209608884621204 -0.0047306681511605194 -2.1177775949151386e-05 0.00016916522551518564 0.00091505850801806106 -0.0046476376449486635 0.00081257282312305844 0.0004027353017482769 -0.0046351802149078919 -0.0035270781212924447 0.00094895056828866293 0.00017290446793674467 0.0017833063072049435 -0.0036114797852554999
leaf_weight=3.8630372695624819 4.5261623449623576 107.6534840464592 20.827101154252887 5.2671738415956524 14.127602912485598 32.662230022251606 15.287160459905861 42.010788671672344 3.9613309931010035 6.719811603426936 6.4860771000385302 3.527392625808722 12.311827816069124 6.9902542866766435 13.353862106800078 12.217480435967444 14.423754349350927 5.5750417523086062 68.239969860762358 2.0963979288935661 10.751646377146242 3.925411157310009 7.5816956833004951 5.824658937752246 5.2955417521297932 6.5555764809250858 56.586826153099537 4.7698069438338297 8.6016266793012601 4.7099654525518417
leaf_count=91 56 346 286 20 286 122 162 241 51 26 39 13 37 43 41 32 45 54 354 18 40 39 29 27 63 45 224 17 27 26
internal_value=0.000212917 0.000613379 -0.000356061 -0.000268909 -7.12076e-05 9.95253e-05 -0.00141471 -0.000390547 -0.000226879 -0.00135972 -0.000755216 0.000302395 0.000363023 0.0010138 0.00113768 0.0011676 -5.53563e-05 -0.00119139 0.000300252 -0.00339168 -0.00026418 -0.00196539 -0.000705408 -0.00162505 -0.00262756 0.000614593 0.000366028 -0.000972843 -4.67823e-05 -0.00170734
internal_weight=516.731 303.276 213.455 208.928 188.101 173.974 20.5543 86.4731 82.61 28.2874 24.3261 153.419 54.3226 216.803 202.231 44.8797 108.54 25.8759 82.6637 7.67144 18.2045 7.4528 14.5719 17.6063 11.7816 94.5777 81.2238 24.637 18.0814 9.47977
internal_count=2900 1373 1527 1471 1185 899 182 575 484 206 155 717 278 798 726 154 563 164 399 72 92 52 72 129 102 380 339 115 70 43
is_linear=0
shrinkage=0.00355676


Tree=163
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 1 1 0 2 0 0 1 2 2 0 1 1 0 1 1 0 1 0 1 1 0 0 2 2
split_gain=2.29006 2.70564 2.40273 1.81887 1.53035 3.06706 2.59057 1.66735 3.19258 1.6218 2.14849 4.16938 1.54344 1.7192 2.65633 1.41442 1.31778 1.27184 4.96031 1.82859 2.01423 6.11182 1.87034 2.13242 5.37133 1.95956 3.32221 4.33697 4.67057 4.8482
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 46.051945193250006 51.779769178100004 0.61532588845000014 0.49242537650000007 0.30949672165000003 0.37331217625000007 31.796797363700005 0.52029879345000019 0.52428071015000011 0.48363821445000005 49.275256100300005 50.065525775750011 0.6166282446500001 0.31100865245000009 0.46613873835000008 0.60665848330000005 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44922307715000004 0.56915960600000015 0.43967246490000006 0.4410796084000001 0.55041765215000005 0.56501302355000016 40.878805547300004 42.178283198950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 7 8 -1 10 -9 -12 13 16 -15 -8 -11 19 -19 20 22 -22 23 25 -25 26 -18 28 -28 -30
right_child=1 2 -4 -5 5 -7 15 9 -10 12 11 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.018083070961276905 -0.030795633430309641 -0.022964644211051741 -0.023888721925338349 0.0086807025600098408 -0.025296790958783781 0.011696033492084269 -0.02509409722965026 -0.028065686312959817 -0.02455966563257166 0.01353823196384199 0.02803875498744951 -0.02658678711939106 0.011083660517477648 -0.020097580241202801 0.0062228399702222168 -0.0027180417303620825 0.0018343732338883046 -0.019077518470763312 0.014231208533613838 0.013828606693263497 -0.029192153924200149 0.0064397971458548791 0.010038785430796997 0.0065634147399465286 -0.02568760929720406 0.012526247767457685 -0.029757925955180741 0.0096826379200895315 0.013099590310187913 -0.018623826565111572
leaf_weight=1.1943920534104098 2.3069207416847339 1.0754119772464017 2.153743832372129 5.1673927567899227 2.9942433666437855 1.7348633743822572 2.8202974563464513 2.1379443760961285 3.0778080374002457 4.3487927168607703 1.4117584228515627 1.3299005264416335 7.9253674186766139 4.5064412616193286 3.2234650794416666 2.7196024954319 333.35409336909652 5.9257554747164232 3.476806478574872 5.7886978760361663 4.1005674190819246 5.5558124389499426 12.301660899072884 5.3328067567199451 4.8171251211315393 7.7937368601560584 5.4857252649962929 5.3778909146785727 4.3527056202292425 5.1600369028747082
leaf_count=11 33 89 129 31 81 8 93 50 104 15 3 47 39 36 24 46 1606 63 15 21 46 30 42 29 39 25 68 24 13 40
internal_value=0.000559243 -0.00956074 -0.00372654 0.00322934 0.000800893 -0.011726 0.000934464 0.00112475 -0.0126379 0.00126032 -0.0114306 0.00154146 0.00140473 0.00122248 -0.00912164 -0.0141094 0.001416 0.00128705 -0.00676088 0.00147651 0.00129486 -0.00869126 0.00154599 0.0012649 -0.00874282 0.00154587 0.00130394 -0.00737387 -0.0134897 -0.00410828
internal_weight=458.952 10.7035 8.39655 6.2428 448.248 4.72911 443.519 437.979 4.2722 433.707 4.8796 2.74166 428.827 420.902 7.72991 5.5399 413.172 408.823 9.40256 399.421 393.632 9.65638 383.976 371.674 10.1499 361.524 353.73 20.3764 14.9985 9.51274
internal_count=2900 282 249 120 2618 89 2529 2390 115 2275 100 50 2175 2136 60 139 2076 2061 78 1983 1962 76 1886 1844 68 1776 1751 145 121 53
is_linear=0
shrinkage=0.0221382


Tree=164
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 1 0 2 0 2 2 0 2 0 0 0 2 2 0 1 0 0 0 2 2 2 1 1
split_gain=5.99702 7.01888 5.53276 4.63887 4.21199 3.87685 3.41893 3.2636 3.54594 3.17471 3.27489 3.63497 3.27201 4.95976 3.06113 2.69841 5.49565 2.64691 3.19833 2.59489 2.47875 2.93931 7.59616 2.32592 3.09879 3.24615 2.21678 2.47126 4.18438 2.06628
threshold=0.39078171310000004 0.47727612945000003 0.52646627350000019 0.50663153795000015 40.305698932850007 42.072181850200003 37.186372654950006 0.34518427590000006 0.42314601355000009 42.428475018400007 0.51589772760000019 43.968221017800005 43.124157941850008 0.47997065955000012 48.315732392000008 0.52428071015000011 0.51243974730000008 0.54317236010000014 35.616518500750011 43.57842012870001 0.47577916830000005 0.33672644530000007 0.4447920721000001 0.47778509625000004 0.47886290830000006 40.305698932850007 40.421032462050007 41.792045663550006 0.34581299960000006 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 6 -2 23 17 8 14 -7 12 -12 13 -11 -1 16 -6 18 -4 -14 21 22 -10 -3 25 -25 -9 -28 -29 -26
right_child=2 5 3 -5 15 9 -8 26 20 10 11 -13 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=-0.0030419944983493424 -0.0069444402645554302 0.0038801299158769237 0.0033503881520909884 -0.0032811819530798648 -0.0053987878734902892 -0.0025815124739559554 0.00019972004949026987 -0.0060233209413196025 0.0020412621900583699 -0.0045955634296070136 0.0017876299063569589 -0.0047211532193760283 0.003821841940254487 0.00080691502413639162 0.00061816016470374422 -0.0057418133238673575 0.0034459061668670769 -0.0035734675178057573 -0.002918323949433985 0.00093626062694632858 -0.0013965050143746904 0.002566203817558278 -0.0049786544767747949 0.0010216928031395135 0.0022825865370701059 -0.0042923100614409241 0.0016250000745104446 -0.0062827388925765348 -0.00051463392554463899 0.0010606112112418044
leaf_weight=12.465562475845219 4.5464985631406298 8.8923626914620382 3.5115898549556759 9.982126750983296 2.462270485237239 7.941538304090499 165.91162714548409 2.8162407111376551 10.741473980247973 4.7320773601532009 3.0487305074930182 4.8980030119419098 11.079359963536264 17.426884330809116 8.360286131501196 2.3223186433315277 4.1008961629122496 9.869264957495032 3.6198057234287262 17.773588888347149 9.1535297110676748 19.216621160507202 4.9230038076639167 6.5771021097898466 55.812404058873653 4.0787422433495522 4.07633959501982 4.3079993128776533 7.6370182000100613 66.309327408671379
leaf_count=204 46 22 12 319 45 43 866 40 39 34 11 45 30 64 32 32 33 168 29 70 43 61 40 22 175 23 17 48 51 236
internal_value=0.000234003 0.000665228 -0.000376842 -0.000174621 -0.00328091 0.00112464 -5.08548e-06 -0.000479587 1.84222e-05 0.000196178 0.000570324 -0.00222409 0.00100564 -0.000346792 -0.00157267 -0.00140637 0.000127686 -0.00200381 0.00016847 0.00204431 0.000770917 0.00133969 -0.000164945 0.00156308 0.0014079 -0.00101235 -0.0021943 -0.00152124 -0.00259491 0.00161908
internal_weight=498.595 292.268 206.326 192.894 13.432 208.57 182.912 83.6981 64.8605 66.9002 58.9586 7.94673 51.0119 22.159 20.8258 8.88549 6.56317 17.0007 7.1314 28.8529 44.0346 34.8811 15.6645 141.67 132.778 10.6558 18.8376 16.0214 11.945 122.122
internal_count=2900 1350 1550 1394 156 775 1075 575 419 297 254 56 198 98 236 110 78 209 41 100 183 140 79 478 456 45 156 116 99 411
is_linear=0
shrinkage=0.00467976


Tree=165
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 1 2 1 0 0 1 0 0 2 1 1 2 2 1 1 0 0 0 1 2 1 2 1 2
split_gain=8.52688 6.5635 5.71255 5.78032 5.59942 3.6318 5.50197 4.66957 5.72218 4.67857 3.28672 3.25483 9.33808 7.10564 6.05019 4.80755 7.81706 4.77394 5.63616 4.50894 9.92598 6.14041 4.51176 5.42401 4.46538 3.39042 3.32463 5.76733 3.08316 2.9154
threshold=0.5726475255500002 40.580626202750004 0.42646926740000007 44.269496632500008 0.47943175355000006 40.878805547300004 0.44922307715000004 41.792045663550006 0.48627286610000009 0.61532588845000014 0.63075955810000017 0.39078171310000004 0.53592706805000012 0.48181192180000004 43.633733172900008 0.39584144190000009 0.39458399450000009 42.178283198950005 42.686561923500008 0.40621538280000008 0.41917906650000009 0.54095685760000012 0.54910032635000017 0.55481871800000016 0.34488488370000009 40.878805547300004 0.35585760905000008 40.79983011445001 0.43166372265000008 44.758188263300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 11 -5 -3 -7 -8 -9 -10 -11 13 14 17 15 16 -13 26 24 -14 21 -21 25 -24 -19 -22 -4 -28 -25 -6
right_child=1 5 3 4 29 6 7 8 9 10 -12 12 19 -15 -16 -17 -18 18 -20 20 22 -23 23 28 -26 -27 27 -29 -30 -31
leaf_value=-0.0013414499413009389 -0.003219222289545038 0.0029351108246918273 0.00091431029575277047 0.0013949251141698639 -0.0054109943336013979 -0.004112916294549772 -0.0048188533558510922 0.0015628083367704849 -0.0045267522928379537 0.0025312696699107797 -0.0013969337735897681 -0.0025595047155997108 0.0027781170618065877 0.0014454600488910815 0.0019588646107123937 -0.00371128324474053 0.0032638839161218177 0.00049398666863794142 8.0681445873818331e-05 5.9985105652549945e-06 0.00075110933977318964 -0.0058859084776292109 -0.0032522903229954036 -0.0020642601797652717 -0.0044525304131323579 0.0033028211525183929 -0.0057133903329343056 0.0021409195286541194 0.00098412465956030032 -0.0013385825844189068
leaf_weight=24.736301749944687 14.661451641470192 4.0335886888205996 74.955711666494608 10.851268634200094 2.6239619813859489 5.651916727423667 2.7997700516134492 18.55991293489933 4.6485575288534191 4.0586539842188349 10.032190715894101 9.7453773170709628 12.654640883207319 133.64877728372812 5.7043778561055651 14.246019359678028 4.6048893108963957 3.5286399722099295 26.525181662291288 4.5496579259634 14.025452688336374 5.0780187360942364 5.5174544490873805 5.1018516272306433 8.2984081506729108 14.232445895671843 2.7986704092472783 2.3194358199834824 38.228346839547157 26.171006470918655
leaf_count=254 307 25 270 44 27 48 47 71 69 20 141 74 35 443 24 120 13 15 143 18 50 47 39 43 63 34 32 11 158 215
internal_value=0.000199862 -0.00105321 0.00037926 0.000479314 -0.000859945 -0.00041532 -0.000710708 -0.00023117 0.000113191 -0.00132254 -0.000265474 0.000616955 0.000152381 0.000863342 -0.00150465 -0.00219555 -0.000690824 0.000206398 -0.000862159 0.000724254 0.000424589 -0.00310163 0.000864885 0.000187226 -0.00297672 0.00203631 0.000718195 -0.00215396 0.000625197 -0.00170968
internal_weight=514.592 64.446 450.146 425.41 39.6462 49.7846 45.751 40.0991 37.2993 18.7394 14.0908 385.763 133.689 252.075 34.3007 28.5963 14.3503 118.426 38.3522 99.3879 86.7332 9.62768 77.1056 48.8477 11.827 28.2579 80.0738 5.11811 43.3302 28.795
internal_count=2900 728 2172 1918 286 421 396 348 301 230 161 1632 655 977 231 207 87 534 221 424 389 65 324 240 78 84 313 43 201 242
is_linear=0
shrinkage=0.00368326


Tree=166
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 2 2 0 1 0 0 1 0 1 2 1 2 0 0 0 1 0 1 1 0 0 0 0 0
split_gain=2.24645 1.81648 1.59271 1.47923 1.87433 3.92075 1.60858 3.4497 2.2484 4.23585 1.76695 3.91401 4.11927 3.33424 2.40105 1.72194 1.70358 3.46674 1.8258 1.92198 2.25188 8.59371 2.85923 5.04647 3.1514 5.84911 4.25679 1.97959 1.79985 1.67445
threshold=0.50064369330000014 45.027406014450008 0.68186581240000022 31.796797363700005 0.52029879345000019 0.52428071015000011 42.718072821900002 43.19689381845 0.58859016195000013 0.47777012665000013 0.51818807820000012 0.50109278165000015 0.3459626957000001 0.47997065955000012 0.3447651268000001 43.542456167850005 0.49703601690000004 51.779769178100004 0.61299062905000012 0.58859016195000013 0.55754318735000019 0.48363821445000005 0.54191491270000014 0.41865513010000005 0.40105086675000007 0.5089817670000002 0.53321756835000012 0.49967066855000003 0.48041974790000003 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=3 -2 -3 4 -1 -6 8 10 -5 -10 11 12 13 14 -8 29 17 18 19 20 22 -22 23 24 25 27 -27 28 -17 -9
right_child=1 2 -4 6 5 -7 7 15 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.019201304945747979 -0.015979021880719917 0.001207431981992229 -0.016861562968136137 0.0014735488257344546 0.019118715450869486 -0.018106656728681985 0.00036582020316676444 -0.0023987138169711117 -0.018749497135088323 0.0028786558457502397 -0.013765838656808164 0.012669177337251872 -0.02015070297518011 0.0063723651578530948 -0.019772756735034359 0.0017073411555602117 0.010367937135925062 -0.017739937463001714 -0.012144779635704425 0.0074861477321545179 -0.021788496623273514 0.010202672341369682 0.010493011238952576 -0.017256865715039739 0.0093643840294105381 -0.021049527805076452 0.00055334721522182337 0.011521097386590559 -0.0086736384600766218 0.0083662893394892343
leaf_weight=2.0243154857307664 3.3429422075860185 5.9447480533272028 1.434103289619088 303.6101680258289 1.3338830471038821 1.3466205578297374 2.6182922422885948 4.9504684153944281 3.7685791281983239 4.9770021978765726 5.4754689298570147 2.8786194622516623 4.0716246608644715 5.5666014105081558 3.018824215978384 30.832055267877877 3.3382067978382102 2.7815402634441844 2.9660835638642302 7.6614801064133635 4.697627726942299 3.4487521722912788 5.9653294011950484 4.055408861488103 8.1574962437152845 5.2843831926584226 3.6541440635919571 4.2250182256102553 4.5378163158893576 11.084913585335014
leaf_count=50 252 48 60 1464 3 55 28 40 61 45 46 10 32 18 39 176 12 73 17 33 48 13 27 49 40 62 15 13 29 42
internal_value=0.000393667 -0.00656796 -0.00230433 0.000560153 -0.00802372 0.000417584 0.000651189 -0.000778306 0.00125195 -0.00644118 -0.00610303 -0.00379182 -0.00689388 -0.00207612 -0.0104189 0.000390583 -0.000423798 -0.000831934 -0.00028178 0.000144624 -0.000606757 -0.0082451 0.000325986 -0.000672422 0.000513953 -0.000973627 -0.0122181 0.00156481 0.000375502 0.0050429
internal_weight=459.053 10.7218 7.37885 448.331 4.70482 2.6805 443.626 131.27 312.356 8.74558 23.6294 18.154 15.2753 11.2037 5.63712 107.641 91.6053 88.2671 85.4856 82.5195 74.858 8.14638 66.7117 60.7463 56.6909 48.5334 8.93853 39.5949 35.3699 16.0354
internal_count=2900 360 108 2540 108 58 2432 862 1570 106 173 127 117 85 67 689 607 595 522 505 472 61 411 384 335 295 77 218 205 82
is_linear=0
shrinkage=0.0153896


Tree=167
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 2 2 0 0 2 1 2 1 0 0 0 2 1 1 0 1 1 0 2 0 2 2 2 0 0
split_gain=1.92297 1.61403 2.79185 1.40357 3.06385 3.54894 2.74873 2.45403 2.98666 3.27317 2.29476 2.77048 2.48726 3.82623 3.73051 3.06434 2.59101 2.15137 1.99284 4.20112 1.95142 4.96617 5.82404 4.31926 4.11975 10.9142 3.86694 3.54957 3.47604 1.92963
threshold=0.50663153795000015 48.315732392000008 48.988717865950008 0.38906020780000011 0.48181192180000004 44.015822920550008 47.833738492450003 0.53781323915000012 0.54475913895000005 36.735256530150004 0.41865513010000005 38.771633980050005 0.41367024935000007 0.52428071015000011 0.52266399210000014 0.53321756835000012 41.395309858300003 0.40105086675000007 0.39772761295000009 0.52772372085000019 0.35877668335000007 0.37982395740000008 0.50579323975000012 39.852039223600009 0.50300889195000009 37.737818700150008 41.322103772800006 43.124157941850008 0.51929582950000019 0.48607826115000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 20 -7 10 -9 -10 11 18 13 14 -13 16 -15 -18 19 -5 26 22 24 -24 25 -22 -6 29 -23 -28
right_child=1 2 -4 7 5 6 -8 8 9 -11 -12 12 -14 15 -16 -17 17 -19 -20 -21 21 28 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0004672339856045124 -0.026203383707333921 0.016217410056981834 -0.02738063106827383 -0.0209447465189029 0.018385253710485484 -0.022850676225767402 0.0051853175781745395 0.0075322772174032174 -0.019408920526428553 -7.8708438024248254e-05 -0.02381652826446589 -0.0057658943391377827 0.018823148327869393 -0.0026166867384191691 0.021540235833233282 0.0098174711219018405 -0.032351523029766308 -0.0056428491449942329 -0.033402427467717995 0.012575140287018971 0.0085998411125433587 0.00072953929820071203 -0.0025208139420990101 -0.035357510375464155 0.017949831493664147 -0.039649067244783211 -0.009419361121277052 0.019053714795314012 0.022462248522691748 0.0053235271628093925
leaf_weight=140.52037043310702 3.0488316691480568 2.2447970509529118 1.5701102213934062 6.5613201297819597 20.257586754858494 4.8544164486229402 4.0223976969718933 32.695814289152622 5.8185022016987196 103.95743926614523 3.9670787500217548 6.2165405862033385 3.8016008585691443 6.2144728675484684 6.3738849386572838 3.9626894965767852 5.9317166060209257 2.7889793775975704 2.6314877346158019 3.6660275906324387 11.550818942487242 8.0086853206157702 5.1095089316368085 4.9713213071227074 8.5679578408598882 3.9601126760244361 9.3365885093808227 7.6933772116899481 10.971211791038511 13.895504951477049
leaf_count=836 249 11 59 48 70 52 18 120 147 624 77 44 14 35 18 16 69 20 30 18 39 30 22 39 33 24 38 22 28 50
internal_value=0.000575754 -0.0125989 -0.00172634 0.000777463 0.00200644 0.00507713 -0.0101466 -0.000824977 0.000878495 -0.00110328 -0.00548185 -0.00397121 -0.000339656 -0.00265319 0.0080578 -0.00978924 -0.0149914 -0.0238098 -0.0139377 -0.00892943 0.00637251 0.00300606 -0.00270903 -0.0187141 0.00399162 -0.00371864 0.00986765 0.00428824 0.013292 -0.000601392
internal_weight=455.171 6.86374 3.81491 448.307 253.72 113.199 8.87681 194.588 142.472 109.776 52.1158 48.1487 35.2899 31.4883 12.5904 18.8979 14.9352 8.7207 12.8588 10.2273 104.323 53.1396 34.1597 10.0808 24.0789 15.5109 51.1831 30.9255 18.9799 23.2321
internal_count=2900 319 70 2581 1301 465 70 1280 891 771 389 312 216 202 62 140 124 89 96 66 395 215 157 61 96 63 180 110 58 88
is_linear=0
shrinkage=0.0250803


Tree=168
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 2 1 0 0 1 2 2 1 0 2 0 0 2 0 0 2 1 2 1 0 0 0 1 2 2
split_gain=1.70687 2.34768 1.98451 1.51279 2.79575 1.41523 1.31515 2.14572 3.97855 2.91237 2.77811 4.32155 2.52639 7.3643 4.35691 2.40514 2.15708 5.76744 2.1378 2.34421 2.77931 1.97214 2.28908 2.05721 3.19155 3.14425 2.57166 2.37589 3.33448 2.03872
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.30949672165000003 0.37331217625000007 46.051945193250006 0.38906020780000011 0.48543456785000005 0.48368312325000012 0.35877668335000007 42.564639561200003 43.124157941850008 0.37982395740000008 0.5089817670000002 39.852039223600009 0.48181192180000004 0.50300889195000009 37.737818700150008 0.53781323915000012 0.54475913895000005 36.735256530150004 0.41865513010000005 38.771633980050005 0.41367024935000007 0.52428071015000011 0.52266399210000014 0.53321756835000012 0.39584144190000009 41.289992964000007 44.086690780350004
decision_type=2 2 2 2 2 2 2 2 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 5 4 -1 -3 7 8 15 10 -9 -12 13 16 -15 -5 17 -11 21 -20 -21 22 -8 24 25 -24 27 28 -26 -29
right_child=1 2 -4 6 -6 -7 18 9 -10 12 11 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.012919573356099764 -0.024986105151654166 -0.019436299981381827 -0.020119138704410441 2.6977050330457766e-06 -0.020682902548239779 0.0063298009361826505 -0.0095826238354466096 0.012305985304154457 -0.01642649110091059 0.0062951810148969885 -0.014728848986766371 0.0094140628265650533 0.0065333889744698358 -0.0015978527475443629 -0.026889709665238827 0.0080240447328294006 0.0096050554554747026 -0.018333768008237557 0.0051299330009788634 -0.013704806957701111 6.4250301877729428e-05 -0.016810445659774114 -0.0038806502283179026 0.012912393083748249 0.013118841080242145 0.015040654825883612 0.0066352354802667012 -0.024579263887854072 -0.014045822332719806 -0.005023005260535781
leaf_weight=1.2427303977310646 2.0922630410641414 0.88047945452854026 1.759036283008754 136.37096422119066 2.9328319160267711 5.1295856311917305 12.632898706942795 21.48861913383007 4.8920954018831244 11.194369271397592 4.0519667118787748 7.3633799254894257 21.071479074656963 4.3234004005789739 5.4002757836133242 14.587292574346064 11.423855036497114 4.7844144478440276 32.36369876563549 5.447731338441371 100.64093941729516 3.7959681078791609 6.2229003403335827 3.7373391948640338 2.8679002895951298 6.1616041362285614 3.9510234147310248 5.0290422774851304 3.5834124386310577 3.0004043728113174
leaf_count=11 33 89 129 721 104 31 96 77 24 38 20 26 77 19 63 47 47 27 120 140 668 77 44 14 10 18 16 52 38 24
internal_value=0.000392561 -0.00733284 -0.00257872 0.000565484 -0.0106821 0.00255505 0.000673106 0.00157587 0.000237773 0.00386498 0.00832961 0.000844347 0.00134076 -0.00160638 -0.0156443 0.000777811 0.00337489 -0.00107929 -0.000503754 0.000706595 -0.000642801 -0.00379068 -0.00274329 -0.000242812 -0.00183825 0.00553318 -0.00679119 -0.0104545 -0.0019699 -0.0172716
internal_weight=450.424 9.86136 7.7691 440.563 4.17556 6.01007 436.387 246.952 155.85 91.1018 32.904 11.4153 58.1978 37.1263 9.72368 150.958 27.4026 15.9788 189.435 138.452 106.089 50.9825 47.1865 34.5536 30.8163 12.3845 18.4318 14.4808 6.45131 8.02945
internal_count=2900 282 249 2618 115 120 2503 1186 792 394 123 46 271 194 82 768 112 65 1317 928 808 389 312 216 202 62 140 124 48 76
is_linear=0
shrinkage=0.0187757


Tree=169
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 0 0 1 1 0 2 0 1 1 0 2 2 2 2 0 2 1 1 0 0 2 1 1 0
split_gain=5.67072 8.24098 6.51003 4.66304 4.47176 4.20098 5.66223 3.89073 3.81295 5.27506 4.63633 5.53428 5.99026 4.24788 5.11565 4.94813 4.72338 3.26532 3.24902 3.29827 2.69929 4.58018 5.74154 7.4944 4.88928 5.3928 3.16703 2.83128 6.95758 7.25501
threshold=0.46613873835000008 44.710446918150005 49.275256100300005 0.47305469895000007 48.680511450650009 0.48627286610000009 0.61532588845000014 0.63075955810000017 0.37138109635000011 0.36927038110000004 0.51243974730000008 46.650420857800007 0.5025747732000001 0.36543816055000006 0.36597706655000006 0.48543456785000005 39.56957118270001 40.08085804200001 40.12915366295001 40.621691032550004 0.52324780695000006 38.238138001450004 0.39971857130000005 0.39584144190000009 0.52877159370000015 0.52975958800000011 41.395309858300003 0.40621538280000008 0.41753240920000007 0.53321756835000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 9 13 11 12 17 15 -15 16 -5 -10 -18 -20 -12 24 23 26 -22 -26 -23 -24 29 -29
right_child=1 5 -4 8 -6 6 7 -9 10 -11 20 -13 -14 14 -16 -17 18 -19 19 -21 21 22 27 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0014513238374220508 -0.0035102230079910599 0.0035766003825555281 -0.0031359137099192238 0.002830539299600989 0.0024613067127281221 -0.0060543790937890793 0.0047264327742509845 -0.001030294367230569 0.0031976737237872041 0.004242458564054378 0.0016304514962607673 0.0039968322106376806 -0.0069859434983200385 0.0014829074392361289 -0.0063997730228403426 0.0023097081450676373 -0.0030302894753128961 -0.0036078907631504793 0.0027947030522360986 8.6749853332358543e-05 -0.0064022637306414189 0.0025721127686735836 0.0034838931827747221 -0.0051871547125702201 0.0060899412168829159 -0.0015027290671268852 -0.0013911139760136512 0.0011447951559520881 0.0011134863445131317 -0.0072087836579294599
leaf_weight=42.212855692021549 20.35917679220438 6.8263174816966083 10.995523454621432 16.743884734809399 7.3124339431524268 3.3834303114563218 3.601318694651126 8.2294010240584594 2.8312866613268834 10.826978780329226 31.375775493681431 2.4418824389576903 5.8159932140260935 3.3943205401301375 3.641035258769989 48.515790455043316 6.2996872887015334 3.209626791998744 10.830524273216723 84.275807365775108 3.8517983146011856 7.1776555925607743 8.7074045464396459 7.9717315211892119 2.2046449109911945 21.092398209497333 10.739186655730007 4.298759773373602 92.716307327151299 4.5838186927139759
leaf_count=389 416 19 119 50 22 39 11 100 9 34 116 8 58 11 32 162 29 37 31 368 41 27 25 69 6 185 73 23 351 40
internal_value=0.000224222 -0.00139134 0.000375078 0.000462209 -0.000873622 0.000565919 -0.00078492 0.000722077 0.000630315 0.00111422 0.000203105 -0.00233564 -0.00363979 0.000919236 -0.00259665 0.00106765 0.000557625 -0.000418223 0.000182328 0.000395126 0.000389533 0.000151172 0.000496518 -0.0014612 -0.00158129 -0.00078422 0.000196592 0.000955988 0.000739337 -0.00316604
internal_weight=496.467 42.3996 454.067 443.072 49.5253 22.0405 15.2142 11.8307 393.546 184.528 209.018 14.2988 11.8569 173.701 7.03536 166.666 118.15 6.04091 101.406 95.1063 194.719 163.344 136.195 25.8886 27.1488 23.297 17.9168 110.306 101.599 8.88258
internal_count=2900 585 2315 2196 411 169 150 111 1785 717 1068 112 104 683 43 640 478 46 428 399 956 840 608 169 232 191 100 439 414 63
is_linear=0
shrinkage=0.00461923


Tree=170
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 0 1 2 1 2 1 1 2 1 1 0 1 2 1 1 2 0 0 2 2 1 1 0 2
split_gain=7.51808 6.43655 5.07727 4.45895 7.56651 7.39953 5.96209 7.82393 4.7309 7.20518 4.72393 4.6284 7.21062 4.44892 4.41385 4.70791 3.78996 3.68225 5.13432 4.89003 7.37982 4.42189 3.99015 3.56641 3.40289 3.76428 3.06274 4.30575 2.90925 7.05239
threshold=0.5810754169000002 41.792045663550006 0.42646926740000007 0.37138109635000011 0.51243974730000008 0.36927038110000004 0.50449088350000015 0.38398550940000004 45.90502654165001 0.48363821445000005 41.872669623500009 0.45393850480000009 0.46208197360000008 49.275256100300005 0.40259273675000007 0.38780276035000005 0.63075955810000017 0.38906020780000011 38.238138001450004 0.39904493880000008 0.39584144190000009 34.997818021800008 0.54384599265000022 0.56424957340000015 44.710446918150005 42.654057868200006 0.49901200560000009 0.50525433370000017 0.47997065955000012 43.45354240915001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 6 10 7 -5 11 14 -4 17 -13 16 15 -10 24 -6 21 20 -20 22 -19 -14 25 -3 -15 -28 29 -12
right_child=1 13 3 4 8 -7 -8 -9 9 -11 28 12 23 26 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012989480631539533 -0.0031917418808840446 0.0017897619471059438 0.0011129675910032393 0.0022432487527545841 0.0020276189083756227 0.0036021201670186848 -0.0048966151252656026 -0.0048276218376013674 -0.0051526298120822744 0.0031212064634632505 -0.001945929445294488 -0.0052085266424527002 0.002601127481134417 -0.0049856269377870572 -0.0049573393897027673 0.00058796790910427851 -0.0017219037252651068 0.0035195039092525884 0.0005258928897982478 0.0011418877723341652 -0.0038897252625612125 -0.0021015157207585106 -0.0018083527405961899 -0.0020497367630215109 0.0027916437368656357 -0.0029836115343587653 0.0024123405812784709 -0.0042406388717659707 0.00067331786873024409 0.001031330995920158
leaf_weight=24.34728779643774 14.923038281500338 5.1216694880276972 120.92055702954531 5.7379661351442355 21.968533888459206 12.194185614585875 7.1395971570163956 3.4051192924380302 2.6888324767351204 3.79951637238264 25.504312478005886 4.8995830677449694 4.6738463491201383 3.9504350312054139 6.2739373799413434 7.1084174439311028 7.8519179690629235 4.4606433361768749 19.007723104208711 89.922492202371359 7.099143184721469 17.941551152616739 3.3696334697306156 4.3443966396152973 10.187241196632383 4.0322067607194185 2.8457315564155579 2.4914644304662943 42.67683844640851 18.928135238587856
leaf_count=254 330 35 432 17 66 34 58 46 27 11 177 45 15 39 82 47 99 12 92 329 61 140 36 37 29 39 9 58 163 81
internal_value=0.000192877 -0.00114722 0.000343148 0.000435255 5.51663e-05 0.000804327 -0.00236612 -0.000390125 0.000254728 -0.00145531 0.000640328 0.00044596 -0.00159991 -0.000310877 -0.00253728 -0.000987526 0.00044331 0.000619827 0.000401725 0.000733122 -0.00067483 -0.00109029 0.00122675 0.000360647 0.00132232 -0.00031287 -0.00251904 -0.000693347 -1.57657e-05 -0.000677622
internal_weight=509.816 51.4037 458.412 434.065 213.841 220.224 16.2827 9.14309 197.558 19.8707 208.03 177.688 13.9178 36.4807 16.0712 9.79725 27.193 163.77 141.801 116.029 26.1069 25.7718 7.83028 9.01824 19.3411 9.15388 9.28763 5.3372 87.1093 44.4324
internal_count=2900 638 2262 2008 1121 887 121 63 1000 167 853 833 97 308 156 74 202 736 670 482 153 188 48 52 103 74 106 67 421 258
is_linear=0
shrinkage=0.00369538


Tree=171
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 1 0 0 1 0 0 0 1 2 2 2 2 2 2 0 1 2 1 1 2 2 2 1 0
split_gain=1.76841 5.34588 3.08012 1.7028 3.11614 2.38244 1.79027 3.55191 1.85359 2.85496 4.67528 2.27114 2.18313 5.46861 1.92246 1.85127 4.63272 2.14877 2.08319 2.9701 2.10833 1.98333 1.53763 1.52752 2.25991 5.43435 1.51213 1.3757 1.35791 2.69976
threshold=0.48627286610000009 0.61532588845000014 0.63075955810000017 0.48363821445000005 49.275256100300005 0.39745815990000005 0.46613873835000008 0.58736265385000019 0.47305469895000007 0.34392682850000006 0.4622167001000001 0.47470135625000004 0.47670728420000003 0.3447651268000001 43.162556114600001 32.483642351600004 35.131296350900008 48.680511450650009 41.902916368500009 41.24714903835001 0.37331217625000007 0.33263974130000007 49.842240509300005 0.46208197360000008 0.45393850480000009 42.406961525800007 48.315732392000008 46.051945193250006 0.44705248345000009 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 22 8 -8 9 15 -11 -10 13 -13 -15 -1 -17 18 19 -18 -20 26 -6 24 28 -26 -22 -4 29 -14
right_child=1 2 27 -5 5 -7 7 -9 11 10 -12 12 23 14 -16 16 17 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.019670314228405126 -0.019609488682681142 0.010916142536424187 -0.017848616124027408 0.01004998957347094 -0.010966173601433959 -0.019804562252544206 -0.021396996268299877 0.00027281548569350477 0.010258565490137586 -0.021165306228374793 0.0059847446383625505 0.0072103163712501084 0.0016545038716811347 -0.024075076728503297 -0.0034375207207892177 0.018477047565092421 -0.0044895597216967941 0.0065381949947922856 0.010032825133421389 0.012404245055795047 -0.020043966691631252 0.0062403345595021618 0.0058750767982027174 0.009805961379147141 -0.020751730815183056 0.0043791982048216145 -0.00083186248989314238 -0.0018936818217947535 0.0059094043279656052 -0.0034361350527019681
leaf_weight=1.3417013473808754 4.9184097219258573 5.1431640749797216 1.9141720542684177 5.2409262023866168 3.0316180512309057 3.5476041836664081 3.0281305909156782 6.9591788919642568 7.6515882536768904 5.0083504933863869 2.7357334289699793 4.5178666114807111 278.20318795647472 3.8688879162073135 1.8666361682116983 3.5276227332651606 11.106163030490285 6.9170842170715323 1.2808103710412968 3.9303586576133958 5.8735655155032855 1.2793092280626295 3.0175806898623705 5.7740548141300669 4.3217609347775561 5.3986825942993164 1.4188635349273679 7.0964416190981865 17.461682992056012 32.450963509269059
leaf_count=37 127 47 180 20 20 78 51 60 24 83 17 15 1288 44 15 10 66 22 11 23 127 9 25 22 61 22 6 96 65 229
internal_value=0.00036758 -0.00460921 0.000603357 0.000587931 0.000471391 -0.00893792 0.000688497 -0.00629742 0.000860374 -0.00235937 -0.0115741 0.00125598 0.00106132 -0.00653297 -0.0173585 -0.000413667 0.000317551 -0.00169652 -0.00398508 -7.37305e-05 -0.00995442 -0.012941 -0.00256509 0.00128794 0.00114235 -0.00679415 -0.0163059 -0.00528307 0.00137747 0.00112274
internal_weight=449.832 19.0722 14.1538 430.76 425.519 9.5968 415.922 9.98731 405.935 44.4196 7.74408 361.515 353.864 10.2534 5.73552 36.6755 35.3338 31.8062 24.8891 15.0365 9.85255 8.57174 6.0492 343.61 337.836 9.72044 7.29243 9.01061 328.116 310.654
internal_count=2900 450 323 2450 2430 123 2307 111 2196 411 100 1785 1761 74 59 311 274 264 242 89 153 142 45 1687 1665 83 133 276 1582 1517
is_linear=0
shrinkage=0.0167019


Tree=172
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 0 2 2 1 1 0 0 1 1 1 0 0 0 0 0 2 2 0 2 0 2 1 0 1 2
split_gain=1.58907 1.58439 1.30327 1.54193 3.20823 1.128 2.41659 3.39002 1.49237 4.58828 4.15467 4.41007 4.32136 3.6017 4.02616 3.26861 2.84048 2.05877 1.98751 1.95313 2.19672 2.93316 4.62098 4.99255 4.26935 2.02491 3.97316 4.09875 3.52318 2.66576
threshold=0.50064369330000014 45.027406014450008 31.796797363700005 0.52029879345000019 0.52428071015000011 0.39672464895000009 49.110028829250005 44.921040431000009 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.51589772760000019 0.49678153350000009 0.48181192180000004 48.852845034800005 42.178283198950005 0.45612406815000006 42.686561923500008 0.47577916830000005 41.532441862050007 0.34554354660000003 0.47905751325000007 0.34569324270000007 35.131296350900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -4 9 13 11 12 -10 15 -15 16 19 -12 -14 20 21 25 -23 24 -24 26 29 -28 -27 -7
right_child=1 -3 5 4 -6 8 -8 -9 10 -11 17 -13 18 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.022178230501681398 -0.018665317836290565 -0.0023655172718124269 -0.019425015139505376 0.021457966567494574 -0.021475429359521854 0.016003696776476055 -0.027865239804267059 0.0065539242727136442 0.014036986180965567 0.014629976941300723 0.0098588576642821939 -0.021591379763210124 -0.026609077163767814 0.0028022470355815133 -0.025892840748392217 0.0061357396153814761 -0.013340798380890768 1.7127559780636267e-06 -0.0010788638527641165 0.007214748494281378 0.010704320789643985 -0.022094155737742392 0.0041650418700030752 0.0016972573784996858 -0.020856891955505046 0.00065652359784669945 -0.0013002897001078554 -0.025192347288065978 0.016453564892458809 0.0009161840595389596
leaf_weight=1.7856949898414303 2.673383947927503 7.0211872821673751 2.3966272743418795 1.1425047814846041 1.1181284212507305 4.1543196737766257 1.358527824282646 5.1036936528980732 3.4368678852915746 8.7346860468387586 7.1264159418642512 5.9431656822562218 1.9390246039256456 3.065660633146762 3.2925506103783846 42.407132562249899 4.6904459148645392 198.47689171042293 2.0228457245975733 14.344633296132086 6.1533117815852156 4.1873854799196115 3.2348055914044362 28.586684307083488 7.015260960906744 11.75134225189686 6.184853741899131 3.7415517419576645 7.5153381004929534 44.853151268325746
leaf_count=50 252 108 98 3 55 14 10 20 10 34 27 58 29 11 33 163 22 1192 23 47 21 61 15 150 56 53 45 21 23 196
internal_value=0.000354891 -0.00686037 0.000515411 -0.00966309 0.000222744 0.00061081 -0.00575255 -0.0017473 0.000744122 0.00185332 -0.00028892 -0.0100327 -0.000748069 0.00128153 -0.0120573 0.0017307 0.000454817 0.000343371 -0.0135739 0.000911396 0.000201546 -0.00033157 -0.00411028 -0.00217125 -0.0129603 0.00174739 8.95519e-05 -0.0103059 0.00681846 0.00219514
internal_weight=445.458 9.69457 435.764 4.04633 2.26063 431.717 8.85885 7.50032 422.858 203.913 218.945 13.3419 7.39874 195.178 6.35821 188.82 146.413 205.603 3.96187 141.723 127.378 121.225 43.0241 38.8368 10.2501 78.2006 58.9339 9.92641 19.2667 49.0075
internal_count=2900 360 2540 108 58 2432 128 118 2304 965 1339 120 62 931 44 887 724 1219 52 702 655 634 282 221 71 352 276 66 76 210
is_linear=0
shrinkage=0.0180187


Tree=173
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 1 0 0 1 1 0 2 0 1 2 2 1 0 2 2 1 2 0 1 1 2 1 0 0
split_gain=5.92913 5.21348 5.05443 4.48046 3.39409 4.52043 3.67221 3.11404 4.41682 6.62773 3.84003 4.38869 5.90749 6.29322 4.21339 4.04354 3.43154 3.09464 4.93249 6.49087 9.72338 5.58331 3.16879 4.4729 3.28901 5.47365 4.63119 3.81322 7.66468 5.89724
threshold=0.45393850480000009 49.275256100300005 0.47305469895000007 0.45664800455000004 0.34392682850000006 0.4622167001000001 0.30560462260000004 0.47470135625000004 0.47706655490000011 0.34524415440000006 0.37138109635000011 0.51243974730000008 46.377258487500008 0.5025747732000001 0.36927038110000004 41.840895355800008 39.945535567850008 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.43590012275000006 44.215931556700006 0.53136133645000017 0.41985269900000005 0.38906020780000011 43.633733172900008 0.40621538280000008 0.53592706805000012 0.52366695610000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 -6 -1 -4 9 -9 14 12 13 16 15 -10 -12 18 22 -20 -21 -22 24 -24 25 -13 27 28 29 -27
right_child=3 -3 7 -5 5 -7 -8 8 10 -11 11 17 -14 -15 -16 -17 -18 -19 19 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.004355782041655756 -0.0055402043877257195 -0.0024797633580332847 0.0029926685916698906 -0.00073130364391701431 -0.005121979115394552 0.0010125855637770197 5.836390742844974e-05 2.6609200070609113e-05 0.001441414739930965 -0.0056038455877791488 0.0031082924912389292 0.0022029879137453554 0.0037217780680692935 -0.0060798631581014152 0.0035685151753154249 9.0223055433033062e-05 -0.0031872396842021321 0.0019366677796731691 -0.003722516663957592 0.0032267771370813538 -0.0054504059373039161 -0.00028729976547017317 -0.0049941092258472698 0.00027753097450836485 0.0020531374530674256 0.0011514425404869722 0.0035290734296258125 -0.0026159897940315384 0.0030882035220502744 -0.0022016943878279847
leaf_weight=3.3122758883982888 3.3078535106033078 10.257755892351268 8.4147593528032285 56.82479412574321 5.790635912679134 2.9128948748111725 37.08971662260592 12.832417830824854 90.452232740819454 4.5757952183485022 2.7299119606614095 20.917612411081791 2.4460552670061579 5.8219028115272522 10.259933292865751 59.067818205803633 2.8607662692666054 18.982656795531511 10.632690781727431 9.4939560443162936 4.9565236978232852 10.618555650115011 3.7377086244523516 8.5074795335531217 26.548000752925873 14.026823207736014 5.0030900835990897 11.078727792948483 10.15142200142145 21.331486105918884
leaf_count=91 34 112 24 663 83 17 220 56 299 48 8 63 9 58 34 258 35 65 113 26 48 42 46 38 83 51 16 67 28 165
internal_value=0.000186344 0.000349835 0.000418202 -0.000995838 -0.000793654 -0.00306886 -0.000303521 0.000576703 0.000521313 -0.00145337 0.000619635 0.000233447 -0.00194285 -0.00315695 0.00107849 0.000907627 -0.00011315 0.000404827 0.000219619 -0.0010927 2.27015e-05 -0.00193038 0.00060586 -0.00133158 0.0008234 0.000427722 -0.00017519 -0.000502691 1.17629e-05 -0.000871488
internal_weight=494.944 434.812 424.554 60.1326 49.1055 8.70353 40.402 375.448 367.034 17.4082 349.625 189.845 13.8586 11.4126 159.78 149.52 5.59068 175.987 157.004 35.7017 25.069 15.5751 121.302 12.2452 109.057 82.5092 61.5915 56.5885 45.5097 35.3583
internal_count=2900 2203 2091 697 411 100 311 1680 1656 104 1552 961 110 101 591 557 43 851 786 229 116 90 557 84 473 390 327 311 244 216
is_linear=0
shrinkage=0.00401672


Tree=174
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 1 2 1 0 0 2 2 2 1 0 1 1 1 2 1 1 2 2 0 1 0 2 2 2
split_gain=1.44985 2.06549 1.92149 1.52553 2.99549 1.61234 1.44708 1.24185 1.35612 2.99696 1.69668 1.23814 1.22612 3.77751 3.84381 2.37666 5.12026 2.31602 1.63952 1.10152 1.1612 10.5996 2.4866 2.40022 1.8917 1.46395 2.92681 3.25106 1.8192 3.0657
threshold=51.779769178100004 0.30560462260000004 0.61532588845000014 0.49242537650000007 45.027406014450008 46.377258487500008 0.5024400467000002 32.785955158400007 0.38185982460000006 0.53136133645000017 0.42646926740000007 34.542090938800008 37.020641110850008 36.514114975300011 0.38780276035000005 0.52877159370000015 0.3982365797500001 0.38733870245000007 0.36927038110000004 37.272044000450002 0.34193587020000005 0.32600820335000008 42.049402686800001 48.315732392000008 0.39323672945000004 0.34491482290000003 0.47694679800000012 43.968221017800005 42.508878681700004 39.039757512550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 -5 -6 -7 8 10 -10 -3 -9 13 14 18 -16 -17 -15 -13 -14 21 22 -21 24 -24 28 27 -27 29 -22
right_child=2 3 -4 4 5 6 -8 11 9 -11 -12 12 19 17 15 16 -18 -19 -20 20 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.020218691561273015 -0.021714209543582622 -0.00064870663958635456 0.0035534391193944759 -0.020389594115608579 0.016266676758547094 -0.017126507457752099 0.0017981703386550176 0.0070964917184940307 0.015827580556932775 -0.02255463215429019 -0.031673224196276627 0.0017913379971991939 0.0093873204999346052 -0.030261274889062391 -0.028507149924891995 0.021342902273245885 -0.024091472695569594 -0.0070468517845704379 0.01569188489279898 0.013278017886112077 0.013239229604563089 -0.028194221076713408 0.0024985262053976681 0.0038156542767608585 -0.023749905580706117 -0.013495851247214162 0.0011393944430105043 0.0076658741575731278 0.011963950686291521 -0.0020175557793326187
leaf_weight=1.7797567769885052 2.5097962133586398 1.1553099942393594 2.0092882448807359 3.7754975445568553 1.8178150421008448 2.1748637184500694 4.8149715447798371 11.573945734649895 1.8864616937935355 1.2568437797017393 1.5050644995644686 9.7708243038505369 5.7073279730975619 2.5262037366628638 2.12381612882018 1.7202974855899813 1.97620552778244 4.3158465037122369 4.6402421072125426 6.1602863706648412 6.7117878198623684 5.0135964900255194 1.6759827435016621 9.944551654160021 2.5932894125580788 10.200947284698485 300.51122376602143 3.6567565053701392 9.7530058249831182 17.926782365888357
leaf_count=91 81 37 17 284 9 16 76 71 7 57 21 48 30 18 24 7 41 37 14 23 21 51 18 37 33 113 1498 16 32 72
internal_value=0.0003714 0.000483185 -0.0104796 0.000567518 -0.00603988 0.000111282 -0.00409018 0.000763466 -0.00808267 0.000480537 -0.0182003 0.000886142 0.000709506 -0.00324967 0.000933178 -0.0122738 -0.00294699 -0.015618 0.0062672 0.000991688 0.00086362 -0.00311237 0.00305969 -0.00136894 -0.0134456 0.00115305 0.000740412 -0.00791172 0.0049249 0.00213854
internal_weight=443.189 438.67 4.51908 436.89 12.5831 8.80765 6.98984 424.307 5.80368 3.14331 2.66037 418.503 406.929 27.0734 20.2314 5.82032 3.6965 6.84205 14.4111 379.856 374.148 25.3877 20.3741 14.2138 4.26927 348.761 314.369 13.8577 34.3916 24.6386
internal_count=2900 2802 98 2711 385 101 92 2326 122 64 58 2204 2133 189 134 72 48 55 62 1944 1914 162 111 88 51 1752 1627 129 125 93
is_linear=0
shrinkage=0.0192558


Tree=175
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 1 1 0 2 0 1 1 0 0 2 2 2 0 1 1 2 2 2 0 2 2 2 1 1
split_gain=1.35714 1.11705 1.82655 1.95638 2.05354 3.1381 1.45835 3.97493 3.63017 4.20484 4.5347 2.81626 3.51669 2.64712 2.5013 2.46522 1.93214 5.17023 2.70106 2.5344 4.23316 1.83945 2.24701 1.75294 1.73925 1.22259 1.20141 2.5497 1.09449 3.99612
threshold=0.52332265500000019 0.42314601355000009 0.41155953415000007 0.39672464895000009 49.110028829250005 44.921040431000009 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 37.962710038050005 39.56957118270001 40.12915366295001 0.47778509625000004 0.34392682850000006 0.34446573455000007 41.468518788800004 39.852039223600009 40.496232821400007 0.51589772760000019 37.572218886150004 43.124157941850008 42.541806567400009 0.32272985840000007 0.34427112960000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 11 9 10 15 13 -13 14 16 -8 18 -18 19 25 -21 22 -15 -19 -10 -3 27 -23 -25 -30
right_child=-2 6 -4 -5 -6 -7 8 -9 24 -11 -12 12 -14 21 -16 -17 17 23 -20 20 -22 26 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.018297897464584507 -0.0097502109447909525 0.010596560654278277 -0.014335480436622718 0.0084038509174957435 -0.025459775497386997 0.005554156780858948 0.010113945382482803 0.013353454505412218 0.008584679553652004 0.011099911103406355 -0.025520880687143418 0.0030327100190223576 -0.022513010236447153 0.0037156617843070701 -0.011711965807137984 -0.013336431196843749 -0.01523681607935477 0.0089131676029149225 0.011789669611267529 0.0071126799275691363 -0.027035281891018302 0.0043818751249500862 0.015161200317136725 0.0073175424910712451 -0.00012530248398861176 -0.00084773646392156845 0.00698958708993885 -0.011170671802694031 -0.013808849951231533 0.00064905030389570458
leaf_weight=2.3960861451923865 3.9274299112148574 5.4512627646327037 3.8444535243324927 4.4345754627138367 1.3049334213137624 5.0576713420450687 2.3800203017890436 8.1999401748180372 6.9871122501790515 2.4346711151301852 5.1084383800625801 3.0921538546681395 3.2662212196737528 10.911233674734833 4.8609434962272635 2.9705667570233345 6.3325255513191214 7.2116250731050959 10.42594390362501 2.0470021441578856 2.2420047735795379 8.4168988391757029 9.42138798907399 5.8462663665413848 205.69374552136287 5.5556462183594704 8.2045866474509221 4.925140105187892 6.0560160204768172 81.047355001792312
leaf_count=116 239 21 60 36 10 20 9 34 27 10 59 11 33 42 23 43 34 24 32 7 34 30 37 26 1372 23 31 24 48 385
internal_value=0.000296953 0.00038743 -0.00392189 -0.000887425 -0.00559165 -0.00211333 0.000562622 0.00165607 -0.000375416 -0.00922098 -0.0139513 0.00113847 -0.0100898 0.00153742 0.000383267 -0.00290536 0.000827952 -0.000192045 0.00505095 0.000457727 -0.0107376 0.00531512 0.0090191 0.000759135 0.000160843 0.00482015 0.00181984 -0.00135926 0.000126493 -0.000356161
internal_weight=440.054 436.126 17.0377 13.1933 8.75869 7.45376 419.089 193.514 225.575 12.8937 10.459 185.314 6.35838 178.956 137.077 5.35059 132.216 106.494 25.7219 15.2959 4.28901 41.8792 20.3326 100.161 212.681 11.0069 21.5466 13.342 92.9496 87.1034
internal_count=2900 2661 242 182 146 136 2419 899 1520 121 111 865 44 821 657 52 634 517 117 85 41 164 79 483 1399 44 85 54 459 433
is_linear=0
shrinkage=0.0171685


Tree=176
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 0 0 0 2 2 0 1 0 1 2 0 0 2 1 2 0 0 2 1 2 2 2 1 1 2
split_gain=6.27733 5.89367 4.21224 4.79238 3.61041 3.43233 3.29906 3.38485 3.20778 4.05282 2.87974 9.65622 4.43527 7.33321 2.73586 2.60886 7.40299 7.16545 6.73872 5.89906 4.91864 4.47956 5.6771 5.43082 5.18752 4.31025 4.09317 3.40513 3.2586 3.51973
threshold=0.5810754169000002 41.792045663550006 42.599563320500003 0.41932876265000008 49.275256100300005 0.63075955810000017 0.62143349005000015 0.63514565435000014 44.710446918150005 42.654057868200006 0.55754318735000019 0.44805544745000009 0.55335169605000012 0.42552618185000007 48.315732392000008 0.52324780695000006 0.53592706805000012 41.840895355800008 0.39772761295000009 41.322103772800006 0.52772372085000019 0.48543456785000005 42.178283198950005 0.35585760905000008 40.79983011445001 40.823855932350007 39.091773401050006 0.34491482290000003 0.40621538280000008 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 8 -2 -8 9 -3 12 -12 13 -4 -7 21 18 19 20 25 26 22 23 -5 -25 28 -17 -24 -18 -30
right_child=1 4 10 15 -6 14 7 -9 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.002865271125757326 -0.0049028043831277849 0.0019753368977512118 -2.8359426109239738e-05 0.00095471100550906479 -0.0025132754115780366 -0.0035639417954508924 0.0020026774524015863 -0.0041962268120478308 0.0028644955393421203 -0.003326831400844746 -0.0056636947373275119 0.0012893629447325535 0.0035892491791598914 -0.0054101241216302888 0.0014473605566263014 -0.005723563169866084 0.0023309710304713037 0.0030042099565313527 -0.0057172449617998826 -0.0036569880810990618 0.0015689345961869042 0.0016242603419962466 0.00091634507709565435 -0.0062226610021458243 0.0011740450923963723 0.0024600344744615558 -0.00054514560046844767 -0.0037822595715150385 -0.0020214530939471156 0.00029320771548017725
leaf_weight=6.1023537907749406 8.24400572106242 5.0393873266875797 106.99028353206813 90.415001291781664 8.5256299674510938 4.8784995041787615 2.8551406282931557 2.6140664592385292 9.9388873279094678 4.0109581220895052 5.9694894924759847 6.424496240913868 4.9309060163795939 4.0716981440782538 2.5804382283240557 3.8138960339129024 8.1845588982105237 17.011470004916191 5.2235211543738833 5.7334369719028464 8.4022060707211477 83.767157707363367 3.5190751478075963 3.298211555927991 2.6484008058905602 13.916586033999918 6.2232283130288124 7.4441893249750137 14.047785453498362 36.941823452711105
leaf_count=110 154 35 623 333 106 84 35 141 29 39 60 25 18 74 15 37 25 51 45 31 41 304 15 41 14 41 38 53 135 148
internal_value=0.000198422 -0.0011434 0.000345203 0.000589003 -0.000285886 0.000432118 -0.00333037 -0.000960156 0.00132078 -0.000374493 -0.00025618 -0.00205954 -6.34895e-05 -0.000225663 -0.00183027 0.000656871 0.000200702 0.000687498 -0.00177085 0.000187516 -0.000652905 0.000942134 0.000409735 0.000715076 -0.00292844 0.00048909 -0.00251284 -0.00227406 2.55628e-05 -0.000344488
internal_weight=493.767 48.687 445.08 316.693 34.9738 26.4482 13.7132 5.46921 18.9892 9.05035 128.387 12.394 115.993 111.062 7.45894 310.591 119.499 95.8357 23.6629 78.8242 18.4393 191.092 107.325 96.3616 5.94661 73.0908 10.0371 10.9633 59.1742 50.9896
internal_count=2900 638 2262 1462 308 202 330 176 103 74 800 85 715 697 99 1352 592 431 161 380 116 760 456 388 55 349 75 68 308 283
is_linear=0
shrinkage=0.003936


Tree=177
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 1 1 0 1 2 2 0 2 0 1 0 1 2 1 1 1 0 0 0 0 0 2 1 2 2
split_gain=1.27531 4.0161 3.94512 3.04677 2.43355 2.4262 2.98888 2.10076 2.27725 1.95477 1.51818 4.76563 1.19077 2.30647 7.35324 4.22293 5.76719 1.7626 1.34838 2.6867 4.45718 1.33668 6.01761 3.57924 2.25047 2.88806 6.56855 2.21519 3.06771 1.99503
threshold=0.5810754169000002 41.792045663550006 0.62143349005000015 49.275256100300005 0.63514565435000014 0.49901200560000009 0.50525433370000017 0.63075955810000017 0.49703601690000004 47.480720532750006 42.654057868200006 0.60665848330000005 42.599563320500003 0.55754318735000019 0.44805544745000009 0.55335169605000012 0.42552618185000007 42.541806567400009 0.41367024935000007 0.39167988980000007 0.3982365797500001 0.47694679800000012 0.47512050540000011 0.47305469895000007 0.47778509625000004 0.47886290830000006 40.532725462000009 0.34392682850000006 41.919251152600005 41.395309858300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 7 -4 -5 -7 9 -9 10 -3 -12 17 15 -15 16 18 21 19 -14 -21 22 23 27 29 26 -26 -1 -29 -23
right_child=1 3 4 5 -6 6 -8 8 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20 20 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=8.4280872928237452e-05 -0.023940037110067366 0.012531137508924877 0.012839593444168389 -0.025315115387169997 -0.020709443543232581 0.011588233491683871 -0.022645878298714214 -0.028301243167617181 0.00043972929465287857 0.018485930106973282 -0.015303419868126734 0.015091489855815625 0.00048620791947656504 -0.027124018307398273 0.0055890481669604334 0.018535516654959699 -0.027000494603413652 0.012537396559871947 0.0076482175267303283 -0.02553862536569261 0.0002091545838051381 0.00035219203736819104 -0.02402223660470941 0.013817061822331826 0.002093486139681289 0.0016824571669525287 -0.030379877949513721 -0.024602311506620147 0.011307288504779125 0.014947944678325643
leaf_weight=20.15758965630085 5.9700696691870672 4.5704348250292339 2.5296902977861468 2.7424212470650664 1.2502219076268373 2.5809350088238716 1.5979760466143487 1.3677655793726433 4.8490852392278612 4.5690396651625624 4.4468561294488591 3.6223367173224688 77.925461985170841 4.996018869802354 5.6846597827970982 4.4957776069641104 3.1849394980818024 5.3627945333719245 7.9810974672436705 4.2956539783626777 6.5982308778911829 6.0867668241262427 4.3727951720356932 6.3365923576056948 7.2417259067296964 216.54042801447213 3.6132157407701015 3.4208994214422992 1.259620666503906 8.9568333104252797
leaf_count=171 154 35 35 39 141 9 58 12 87 12 33 23 488 60 25 18 74 18 33 61 41 22 31 21 26 1041 31 69 7 25
internal_value=0.000344727 -0.00299938 -0.0139831 0.000529513 0.00174311 -0.0109378 -0.00150257 0.00391765 -0.00588355 0.00745845 0.00347218 -0.00165886 0.0006812 -0.00100554 -0.00971289 -0.000115421 -0.000954048 0.00136674 -9.70646e-05 -0.000793037 -0.00994366 0.00115124 -0.00241118 0.000620145 0.00167358 0.00118609 -0.00871572 -0.0027466 -0.0149383 0.00904238
internal_weight=438.608 40.0968 9.74998 30.3469 3.77991 6.92133 4.17891 23.4255 6.21685 17.2087 12.6396 8.06919 398.511 115.162 10.6807 104.481 99.9854 283.349 96.8004 88.8193 10.8939 277.986 35.5475 31.1747 242.439 227.395 10.8549 24.8381 4.68052 15.0436
internal_count=2900 638 330 308 176 106 67 202 99 103 91 56 2262 800 85 715 697 1462 623 590 102 1444 299 268 1145 1098 57 247 76 47
is_linear=0
shrinkage=0.0196719


Tree=178
num_leaves=31
num_cat=0
split_feature=2 0 0 2 1 1 2 2 0 0 2 1 0 0 2 0 1 1 1 0 2 2 2 0 0 2 0 2 1 1
split_gain=1.18062 1.18263 2.8482 1.12868 1.80965 1.08713 2.677 1.11231 3.85345 0.869056 1.55734 1.13501 1.72572 2.86359 1.9846 1.63118 1.70439 7.1347 1.38703 2.80818 2.87554 2.66864 1.58166 1.70163 1.50199 2.91956 2.87524 5.32474 2.15973 3.75672
threshold=31.796797363700005 0.52029879345000019 0.52428071015000011 51.779769178100004 0.49901200560000009 0.49242537650000007 45.027406014450008 48.988717865950008 0.66697104880000013 0.39672464895000009 44.921040431000009 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.97706729810001 0.43447800965000011 0.33263974130000007 0.32272985840000007 0.34491482290000003 0.47694679800000012 43.968221017800005 38.115457128050004 42.508878681700004 0.47943175355000006 0.47778509625000004 42.467547400400008 0.47886290830000006 40.305698932850007 0.35585760905000008 0.34988473400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 9 -7 -8 -9 10 -2 -11 13 -13 -15 -14 17 -17 21 20 -20 -18 23 -23 25 -21 27 -26 29 -28
right_child=3 2 -4 4 -6 6 7 8 -10 11 -12 12 15 14 -16 16 18 -19 19 24 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.027072608586666644 -0.024103329033783143 0.026261368290459032 -0.026001693874797172 -0.025719658609489056 0.0043846614059248629 -0.023960670864780466 0.0056475944061211893 -0.037116519762181853 0.018919200889717165 0.013336468583940284 -0.001008428140435723 0.011687905509690373 0.018438895631195551 0.00018047701226466974 -0.03219540268277165 0.010138790827274211 0.018752566548679812 -0.032849227617580815 -0.015312025356790451 0.014287231908693255 0.0079760546537400202 -0.0057137110815517374 0.009783377955683098 0.0074585512485418823 0.0087382333355674625 -0.0053029736575236283 0.0025818547571015795 -0.026970432972052465 3.7940280672716283e-05 0.018503784988573822
leaf_weight=1.5941828563809388 1.9624880803748945 1.0115787386894228 1.1314229834824798 2.1433647144585839 1.9560862462967632 3.1759085380472234 6.0390865961089712 1.4129924587905409 1.1321950759738681 3.7339403415098777 6.2838847972452641 1.9675806686282147 2.7245259955525389 1.4658879041671751 2.8650770522654057 4.3301749229431143 6.2055359408259383 3.6394444219768047 10.444821111857889 11.327320724725725 3.6697956323623648 13.846356250345709 10.438452113419769 7.8826257176697245 3.6713289320468885 5.9394325837492934 60.444708496332169 5.1237890683114529 238.49248279584572 8.6798701509833318
leaf_count=50 98 3 91 73 25 244 51 16 34 26 30 8 10 13 45 18 19 39 121 33 16 60 40 28 12 31 233 43 1358 32
internal_value=0.000353423 -0.012312 -0.00133153 0.000463244 -0.0113551 0.000576734 -0.00620872 0.000358933 -0.0121897 0.000768954 -0.0065046 0.000916365 0.000801334 -0.0109519 -0.0212372 0.000987868 0.000867235 -0.00949232 0.00108103 0.000630509 -0.00925713 0.00516436 0.00254301 -0.000935208 0.00104876 0.00754858 0.000694058 -0.0120646 0.00105884 0.00458115
internal_weight=434.736 3.73718 2.143 430.999 4.09945 426.9 11.7602 8.58427 2.54519 415.14 8.24637 406.893 403.159 6.29855 4.33096 396.861 394.136 7.96962 386.167 347.794 14.1146 38.373 32.1674 21.729 333.679 17.2668 316.412 8.79512 307.617 69.1246
internal_count=2900 144 94 2756 98 2658 345 101 50 2313 128 2185 2159 66 58 2093 2083 57 2026 1879 137 147 128 88 1742 64 1678 55 1623 265
is_linear=0
shrinkage=0.0226314


Tree=179
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 0 0 1 1 0 0 1 1 0 2 1 1 1 0 2 2 2 2 1 1 2 1 1 0 1
split_gain=5.0149 5.34082 3.84351 3.72839 3.37896 3.26892 3.21837 3.19184 3.86629 4.22853 4.58862 3.03872 5.7229 3.30989 2.9375 2.72545 3.76977 2.63004 4.83489 5.01854 8.51015 3.24529 3.16547 2.9357 4.34233 6.10977 4.10394 3.92974 10.0322 6.6723
threshold=0.5810754169000002 41.792045663550006 0.42314601355000009 49.275256100300005 44.215931556700006 0.62143349005000015 0.63514565435000014 0.48363821445000005 0.37852160115000005 0.53136133645000017 0.5339660489000001 0.45393850480000009 0.46208197360000008 0.56424957340000015 44.921040431000009 0.49901200560000009 0.50525433370000017 0.44489685935000006 0.55041765215000005 39.995120105550008 41.24714903835001 41.986601436450009 39.468990633150007 0.41985269900000005 0.39078171310000004 43.874475754150005 0.4211999641000001 0.40621538280000008 0.53592706805000012 0.41753240920000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 14 -3 11 -2 -7 8 -6 -10 -11 17 -13 -14 -1 -5 -17 18 23 -20 -21 22 -19 24 -4 27 -25 28 -26 -29
right_child=1 3 4 15 7 6 -8 -9 9 10 -12 12 13 -15 -16 16 -18 21 19 20 -22 -23 -24 26 25 -27 -28 29 -30 -31
leaf_value=-0.0027447991637848577 -0.0045521778721470136 0.00049090010548089079 0.00071981034343688742 -0.0049010002041263894 0.00037444361156459326 0.0018758732308778428 -0.0039587068006296713 0.0027219818092054301 -0.0045973471971452202 0.0023818892036156798 -0.002169996276182582 -0.004910970376801653 0.0028031110345820335 -0.0019648093169694525 8.7345302641664074e-05 0.002282534738160277 -0.0043512190594713939 0.0024823379746328057 -0.0031864050373845245 0.0028733243953825713 -0.0021134241617514035 0.0042194020576580803 -0.0015226460062614659 0.0034910453359455538 -0.0015062514481141657 0.0042646678588988069 0.00058267022413233777 -0.0059508084919323726 0.0027806387852060011 -0.00026544495798513094
leaf_weight=9.8120995061472076 7.7192467767745239 26.017479294911027 236.10121568106115 3.4607776999473554 17.729493502527475 2.912723746150732 2.3878820734098554 3.6570458784699431 6.110924934968355 4.2102509289979926 11.387017808854578 4.1150856260210267 4.1571992188692075 3.9322864152491093 10.546218648552893 2.7619677186012268 2.0876286290585995 6.5486613269895333 9.5392565429210681 8.6006003767251986 10.608282919973133 5.8941091150045386 4.7084899172186852 11.401318803429605 25.183567352592945 3.5134609639644614 16.449478041380644 5.0132931619882566 10.837174303829668 6.6859546974301338
leaf_count=191 154 202 979 39 96 35 141 12 106 13 95 44 13 37 51 9 58 22 94 24 57 13 20 27 188 8 72 43 30 27
internal_value=0.000178051 -0.000973588 0.000302901 -0.000203005 0.00038018 -0.00300529 -0.00075256 -0.000607554 -0.000916301 -0.00197048 -0.000941282 0.00049421 -0.0013341 0.000485432 -0.00127766 -0.00237543 -0.000573129 0.000556006 0.000485004 -0.000977574 0.000119347 0.00197981 0.000807187 0.000618406 0.000506467 -0.000476694 0.00177328 -0.000825784 -0.000216501 -0.0027017
internal_weight=484.09 47.3477 436.742 34.3279 416.384 13.0199 5.30061 43.0947 39.4377 21.7082 15.5973 373.289 12.2046 8.08949 20.3583 8.31037 4.8496 361.085 343.934 28.7481 19.2089 17.1513 11.2572 315.185 287.335 51.2335 27.8508 47.72 36.0207 11.6992
internal_count=2900 638 2262 308 2020 330 176 322 310 214 108 1698 94 50 242 106 67 1604 1549 175 81 55 42 1374 1275 296 99 288 218 70
is_linear=0
shrinkage=0.0037255


Tree=180
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 0 1 1 1 0 2 0 1 2 1 1 2 1 0 2 1 2 2 1 0 2 2 2 2 0
split_gain=3.34849 4.70205 3.24361 2.81409 2.67708 2.66331 2.45066 3.54211 2.31408 6.25755 3.74791 3.31333 6.13032 3.32011 2.55159 2.48464 5.87443 4.36891 2.56606 4.123 3.16021 2.97293 3.37025 2.3978 2.23135 2.92157 3.10249 2.23464 2.12729 2.12536
threshold=0.5810754169000002 41.792045663550006 0.62143349005000015 49.275256100300005 42.178283198950005 0.63514565435000014 0.49901200560000009 0.50525433370000017 0.44805544745000009 0.55754318735000019 42.564639561200003 0.55335169605000012 0.42552618185000007 42.34047585750001 0.45664800455000004 0.40105086675000007 44.611732354850012 0.39167988980000007 0.48218616210000004 42.686561923500008 0.34545372890000009 44.015822920550008 47.833738492450003 0.34542378970000004 0.63075955810000017 44.710446918150005 42.654057868200006 48.315732392000008 45.90502654165001 0.41932876265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 24 29 -4 -5 -8 9 11 -11 12 13 23 -10 17 -17 18 19 20 -15 -20 -23 -6 25 26 -3 -26 -18 -1
right_child=1 3 5 6 8 -7 7 -9 14 10 -12 -13 -14 15 -16 16 28 -19 21 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0034000003868961074 -0.0072858913094712499 0.0025242072676213423 0.0028895132340248401 -0.0076568900171298613 -0.00077744022087343696 -0.006390065707766299 0.0038611515057063359 -0.0068204138182415492 0.0057322841954797468 0.0010730905110047058 -0.0083091806191048709 0.0051880010845007842 -0.0084265315048909946 -0.0016573832727811019 -0.00031320087840934209 0.00533945555572473 0.0015192781293450555 -0.0047123865074044455 0.0023739922424222473 -6.5914907895629346e-06 -0.009212219914595577 -0.0050832671479909735 0.0017257377571226582 -0.0089258790726660861 -0.0047431114794694541 0.0041966247708339587 -0.0047891538921350247 0.0023484307785908085 -0.0054083941931794373 0.0008410347924489611
leaf_weight=4.4028813652694216 6.8989265039563161 4.9163213521242195 2.8664127215743065 2.9899993054568759 2.6997149214148513 1.8759266557171939 2.7031340226531029 1.9657981302589176 4.8487444389611465 2.1591964513063422 5.6329242363572121 4.1661255732178679 3.3139985203742972 5.2880639974027854 5.4209182038903236 9.6255538463592547 3.1052723657339802 7.3702808022499076 27.884846076369286 48.792648180387914 3.2944292351603508 4.892642714083193 5.8530576378107071 2.5979211069643497 4.3794687036424866 9.7170558422803861 3.7475182674825191 2.5938162617385387 3.408801544457674 268.97065253742039
leaf_count=100 154 35 35 39 17 141 9 58 15 8 61 15 71 40 27 26 17 78 98 318 29 51 23 24 84 29 39 15 31 1213
internal_value=0.000249621 -0.00132739 -0.00463606 -0.000160668 0.000415814 -0.000781209 -0.00337703 -0.000636194 -0.000233127 -0.000436507 -0.00570935 -0.000125935 -0.00029872 -8.29134e-05 0.00254113 0.000124995 0.00233443 -0.000219954 0.000124927 -0.000687318 -0.00455734 0.00133129 -0.00137448 -0.00477337 0.000810923 0.00191727 -0.000639166 -0.00210531 -0.00210596 0.00077273
internal_weight=468.383 44.6544 11.6413 33.0131 423.729 4.74234 7.65893 4.66893 150.355 140.085 7.79212 132.293 128.127 124.813 10.2697 119.516 16.1396 103.376 96.0057 57.3751 8.58249 38.6305 10.7457 5.29764 25.3542 18.3809 8.66384 6.97328 6.51407 273.374
internal_count=2900 638 330 308 2262 176 106 67 949 907 69 838 823 752 42 711 74 637 559 387 69 172 74 41 202 103 74 99 48 1313
is_linear=0
shrinkage=0.00605478


Tree=181
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 0 1 0 0 1 2 2 1 1 0 1 1 2 1 1 1 0 1 2 2 0 2 2 1 0
split_gain=3.27734 3.8725 3.38136 3.00335 4.39848 2.6821 3.55547 3.666 2.55019 4.60565 5.97277 5.10787 3.84178 4.03322 3.65896 5.18218 3.17894 3.40238 4.86983 3.08885 6.24697 6.66928 2.82092 2.44979 2.23486 4.24178 2.09897 2.90439 2.33712 4.37301
threshold=0.45393850480000009 0.45664800455000004 49.275256100300005 0.47727612945000003 0.34524415440000006 0.4622167001000001 0.35675578575000005 0.47706655490000011 0.52324780695000006 0.39971857130000005 37.572218886150004 34.542090938800008 0.39658992245000008 0.39458399450000009 0.52772372085000019 0.38991347565000006 0.39078171310000004 40.305698932850007 0.39971857130000005 0.40621538280000008 0.41753240920000007 0.53321756835000012 0.39024280710000009 36.735256530150004 49.49736495185001 0.47648274005000008 37.272044000450002 38.938637541200009 0.48627286610000009 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 16 12 11 -11 13 14 15 -10 22 -18 -19 -12 21 -21 -5 -3 -4 -26 -25 -28 -29 -30
right_child=1 23 24 8 5 6 -8 -9 9 10 19 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 26 25 -27 27 28 29 -31
leaf_value=0.00018291792346758842 -0.0082456204143954541 -0.0068182515861340293 -0.0096628090537329136 0.0012817320517105057 -0.0078245822791811921 -0.008212570817375189 0.0033048752755723597 0.00023794637287013288 0.00077678160290582589 0.00088593918504284604 0.0046736518867034667 -0.008421204142344884 -0.0051850625565247454 0.0037524967096831752 0.00058927221636748215 -0.0087870897737070911 -0.0097845410726973073 0.007599252880012515 -0.0071481975644527096 0.0015831623006758316 0.0014554209214064215 -0.0094920067671916027 0.0058254260431087534 0.0054710646844607228 0.00609759464929474 -0.0046364839035566109 -0.0076890577446232381 0.00078036770034410239 -0.007374634636904626 -0.00030058878411257523
leaf_weight=60.762362208217382 2.8753279680386177 2.5024946918711057 1.74607305601239 175.11844035051763 4.1646951539441934 4.2791963219642621 3.4766009431332341 3.7681546285748482 3.765088934451347 4.395509163849054 9.4129141345620138 4.8312222454696894 9.5023916400969011 6.4225642494857302 10.327984534204004 5.3586098216474056 2.0451206490397444 1.780363326892257 1.716637874022126 4.0777917355298978 78.88223734498024 4.4252840429544449 5.5006719455122939 2.2084631035104385 1.9517798125743864 5.4471006179228425 2.2482790797948828 26.032996486872435 4.6357474122196463 12.908033539541064
leaf_count=415 34 141 16 694 64 51 20 16 22 45 28 58 86 24 54 56 21 10 41 23 309 40 14 20 6 90 54 134 100 214
internal_value=0.000263149 -0.00119315 0.000451413 0.000536446 -0.000578532 -0.00352764 -0.00197474 -0.00425563 0.000796674 0.000164172 0.000815468 -0.00398739 -0.00178778 -0.000540123 -0.00195746 -0.00484035 0.0012771 -0.00338354 0.000359898 0.00127327 0.000906993 -0.00418072 0.00142011 -0.000791886 -0.00330523 -0.0018049 -0.000477919 -0.000764621 -0.000407365 -0.00216983
internal_weight=466.57 53.4113 413.159 404.014 76.451 15.6886 11.524 8.04735 327.563 141.402 106.025 9.22673 35.3766 25.8742 19.4517 9.1237 186.161 5.54212 3.497 96.7982 87.3853 8.50308 180.619 50.536 9.14495 7.39888 48.0335 45.8251 43.5768 17.5438
internal_count=2900 697 2203 2091 566 151 87 67 1525 745 503 103 242 156 132 78 780 72 51 400 372 63 708 663 112 96 522 502 448 314
is_linear=0
shrinkage=0.00624749


Tree=182
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 0 0 1 1 2 1 0 1 1 0 0 0 0 1 1 1 2 2 0 2 1 2 1 1
split_gain=1.32842 1.44645 1.46985 2.38006 1.06898 1.48918 1.19214 3.10673 1.78726 1.13682 3.96812 2.81466 2.52529 3.12081 2.51098 3.64756 2.38903 2.19298 1.78101 1.83955 1.68429 4.0175 2.66672 2.52035 2.26332 2.3889 3.28044 3.59829 2.53046 1.69833
threshold=0.50064369330000014 48.315732392000008 48.988717865950008 0.66697104880000013 32.785955158400007 33.384956903900012 0.51700547890000015 0.52428071015000011 0.32921170025000007 0.38906020780000011 37.064694648750013 0.39024280710000009 0.52877159370000015 0.3982365797500001 0.38733870245000007 0.51700547890000015 0.48543456785000005 0.48368312325000012 0.48181192180000004 0.3453339720000001 0.37138109635000011 0.37982395740000008 39.852039223600009 43.740100730350001 0.50300889195000009 42.564639561200003 0.36000419150000007 36.82350895510001 0.34744468730000005 0.36927038110000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 8 -8 -1 14 12 -12 -11 -14 15 16 17 18 -7 -20 24 22 -22 -24 25 26 -18 -28 -27 -26
right_child=1 2 3 -5 5 9 7 -9 -10 10 11 -13 13 -15 -16 -17 20 -19 19 -21 21 -23 23 -25 29 28 27 -29 -30 -31
leaf_value=0.0035138596923256324 -0.013626828641413258 0.010411600370849662 -0.023407063387441907 0.0081663174803674968 0.01090080007258995 -6.9487671811555721e-05 0.01551905304398086 -0.019811508090884698 -0.02661057522481617 -0.02411551994413345 -0.014565982640071277 0.00046880704883627179 0.0094009796803831962 -0.012117190182775383 0.011044728007023552 -0.010096112274930197 0.0099614678543459879 -0.011100461002494887 0.013628822165125749 0.0010475536724603122 0.0024395035212412056 0.0099908171021513888 -0.026500627599734074 -0.0027585595931868437 0.0054022416362532856 0.0044288212881308901 0.007065146885652027 -0.013014456757662159 -0.013736383489199774 0.017615951896736575
leaf_weight=0.90872907917946522 4.1530426056124252 2.2462256774306297 1.4630092894658449 1.3578914087265728 4.079285721294581 132.62494634930044 1.7030368298292162 1.2904127198271451 1.6105028586462138 2.8527962807565919 3.7555650472640982 166.86975569091737 2.8353742659091932 6.6529301581904292 7.4932167530059806 8.5034792069345695 19.376891233026985 4.9287808239459983 5.9340591207146636 8.117106728255747 4.1369301602244359 6.0637527704238883 2.9623734019696712 2.3772234357893467 6.6266566924750787 4.702720679342745 5.8935355171561223 4.7575304582715034 4.3584390431642532 6.8085557818412781
leaf_count=26 283 11 26 40 21 780 5 63 33 32 19 998 12 100 22 62 74 23 17 30 17 19 29 19 27 17 20 23 24 28
internal_value=0.000337156 -0.00611288 4.5593e-05 -0.00820865 0.000476033 0.000574026 -0.00703809 0.000288796 -0.0157442 0.000473399 -0.00054234 0.000137882 -0.00994694 -0.00568695 0.001262 0.000940733 0.00136797 0.000167869 0.000546521 0.00636085 0.00404104 -0.000925888 -0.00791117 -0.0159305 0.0055106 0.00342046 0.00575278 -0.00190385 -0.00430868 0.0115918
internal_weight=437.445 9.22017 5.06713 2.8209 428.225 422.712 5.51268 2.99345 2.51923 418.633 182.966 170.625 12.3411 9.4883 235.666 228.173 219.67 151.605 146.676 14.0512 68.0646 15.5403 9.47653 5.3396 52.5243 39.0891 30.028 10.6511 9.06116 13.4352
internal_count=2900 360 77 66 2540 2413 127 68 59 2392 1161 1017 144 112 1231 1209 1147 850 827 47 297 84 65 48 213 158 117 43 41 55
is_linear=0
shrinkage=0.0171747


Tree=183
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 0 2 2 0 1 1 0 1 0 2 1 0 2 2 2 0 2 1 0 0 1 2 2 1 2
split_gain=4.29976 5.67325 3.43547 3.28195 3.07903 3.04404 3.19518 3.73213 2.97625 2.87824 4.12811 2.86314 3.26941 7.9678 5.16707 4.70288 6.75382 5.10724 4.02117 3.86421 2.95614 2.87462 2.81492 6.77129 4.16498 7.30018 3.91985 3.41432 3.13721 6.12667
threshold=0.5810754169000002 41.792045663550006 49.275256100300005 42.178283198950005 0.62143349005000015 0.63075955810000017 44.710446918150005 42.654057868200006 0.63514565435000014 0.49901200560000009 0.50525433370000017 0.41932876265000008 0.39078171310000004 0.52682554415000016 41.840895355800008 0.39584144190000009 0.53592706805000012 41.322103772800006 37.572218886150004 34.542090938800008 0.51589772760000019 41.24714903835001 0.44805544745000009 0.55754318735000019 0.55335169605000012 0.42552618185000007 42.564639561200003 42.34047585750001 0.40105086675000007 44.611732354850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 11 -2 6 7 -3 -6 -4 -11 21 -13 20 15 -15 -17 18 19 -18 -14 -1 23 24 25 27 -25 -5 -29 -30
right_child=1 2 9 22 8 -7 -8 -9 -10 10 -12 12 13 14 -16 16 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-0.0053516448101561791 -0.0057670869008006288 0.0023482532303416696 -0.0061368958018073565 -0.0036859159800066801 0.0022118454634332011 -0.0018895264365054534 0.0035164723147047463 -0.0038305999677321024 -0.0050144083772423196 0.003370165073691791 -0.0053088118686617216 0.0011323541295007766 0.00021904010397884847 0.003754009875325039 0.0041513087416287188 -0.0046692960843970942 0.00092471744009692551 -0.0040847254811106253 0.001069067335793339 -0.0045947860941661488 -0.006529843791815342 0.002397980114485406 0.0021758374858050055 0.00086877039754314081 0.0045018531938740723 -0.006563952618119458 -0.006558315277947902 -0.0001946825741009813 0.0043546800436851567 -0.001425571957561042
leaf_weight=3.3379778033122411 7.4487256659194809 4.8999782670289331 3.3604427091777307 5.4959635250270358 2.8114506602287292 7.2638920908793798 9.9596965834498388 3.861708159558475 2.2806136207655072 2.7224667891860008 2.1804924141615629 170.44392198137939 1.9719133470207442 7.1767557784914962 7.5897973701357833 6.8827787190675727 5.2746996246278268 5.6715791076421729 56.542286712676287 5.978265343233943 5.2549195997416973 1.5477971844375131 10.445477204397319 2.1480506882071486 4.200757633894681 3.9283434674143782 5.8330337852239609 107.70740983262658 9.9080884605646151 6.853198215365409
leaf_count=74 154 35 39 41 35 99 29 39 141 9 58 664 19 23 23 58 49 31 228 62 56 26 42 8 15 71 61 637 26 48
internal_value=0.000217052 -0.00113673 -0.00014634 0.000362937 -0.00384146 0.000693139 0.00169521 -0.000375073 -0.00102462 -0.00278618 -0.000489635 0.000669745 0.00073362 6.95604e-05 0.000431061 0.000108462 -0.000217155 0.000199946 0.000558391 -0.00200758 -0.00468834 -0.00289659 -0.00018135 -0.000349907 -0.000106622 -0.000251208 -0.00455937 -6.03979e-05 9.96883e-05 0.0019913
internal_weight=480.982 46.7895 34.2487 434.193 12.5408 25.9853 18.7214 8.76169 5.09206 8.2634 4.90296 277.673 272.787 102.343 95.1162 87.5264 80.3496 73.4668 67.7953 11.253 7.22683 4.88577 156.52 146.075 138.094 133.893 7.98108 129.965 124.469 16.7613
internal_count=2900 638 308 2262 330 202 103 74 176 106 67 1313 1213 549 474 451 428 370 339 111 75 100 949 907 838 823 69 752 711 74
is_linear=0
shrinkage=0.00470027


Tree=184
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 1 2 1 1 2 1 1 0 1 1 1 0 1 0 2 2 1 2 2 1 0 0 1 1
split_gain=1.31622 1.04119 1.5782 1.222 4.35004 1.63997 1.62655 1.49869 1.99547 6.00912 4.62171 3.49234 4.70211 6.11145 2.47806 2.39836 2.52415 3.80217 2.3194 1.86626 2.3113 1.68743 1.63427 3.14495 3.87526 6.1933 3.19645 2.83638 5.48993 2.66304
threshold=0.52332265500000019 0.42314601355000009 0.31308942845000004 0.39167988980000007 0.39388042275000007 0.52366695610000014 0.39971857130000005 37.186372654950006 0.39584144190000009 0.39971857130000005 43.633733172900008 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.4211999641000001 0.4274273225500001 0.42922367590000005 0.55335169605000012 0.41985269900000005 0.56859076075000015 34.997818021800008 36.372781240150012 0.45206730335000006 44.710446918150005 39.468990633150007 0.45772581660000006 0.57161462230000015 0.57600071855000012 0.44705248345000009 0.48250052395000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 19 -9 10 -10 -11 13 -13 18 -16 -17 -18 -14 20 -7 -22 27 24 26 -26 -24 28 -19 -28
right_child=-2 3 -4 4 5 7 -8 8 9 11 -12 12 14 -15 15 16 17 22 -20 -21 21 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0024032703012778741 -0.012319567266797064 0.0017714724421882874 -0.023557563499750269 -0.025666421650704187 0.0034506759957853303 0.007962518266592198 -0.02490275253032077 0.012284364726383747 -0.030007600202602961 0.014399479848963663 0.0025740028022071086 0.0042833834003691363 0.00037809224739708373 -0.032773227230778412 -0.010353223832936556 0.017628166798374666 -0.014977979679097083 0.0017096329867720254 0.015453612466086297 -0.023709087821027961 -0.027373862415226772 -0.0034932227057236655 0.014991535733145078 0.0060600620858191658 -0.03985059799691066 -0.0057156310964499493 -0.026482777357234547 -0.0088917697744189568 0.022687028309149867 0.012448620844984494
leaf_weight=14.878287209197881 3.855299904011189 239.97011540457606 1.9102113656699646 3.2701332848519078 1.5895686727017153 5.1327149318531138 2.4966366561129689 6.9300866313278666 5.3643541373312456 9.215518953278659 3.4236468095332384 4.054518844932316 8.9342990741133708 4.515674164518714 9.4355308860540372 4.3034385442733756 7.0573335457593194 18.814199544489387 10.845535568892954 2.5364021621644488 2.1911282017827034 4.0376289933919907 6.3026674576103705 19.050848432816565 3.06053498387337 15.337744276970623 2.1288857460021977 5.4632345121353856 8.7847410514950734 1.3967613307759164
leaf_count=173 239 1131 69 56 12 35 63 30 57 32 27 26 38 45 51 17 59 87 33 133 33 30 22 108 26 151 31 40 24 22
internal_value=0.000425351 0.000538977 -0.00481023 0.000755039 -0.000633407 -0.000158583 -0.013873 0.000174359 0.000794576 0.000254706 -0.0173144 0.00136787 0.000440408 -0.0152419 0.00155193 0.000164848 0.00124711 0.000440502 0.00864419 -0.00671689 -0.00292345 -0.0118939 0.00179492 -0.000818236 -0.00546057 -0.0113939 0.0056465 0.00553161 0.00838674 -0.0110593
internal_weight=436.288 432.432 16.7885 415.644 175.674 172.404 4.08621 168.317 154.42 147.489 8.788 138.701 129.486 8.57019 120.916 101.136 91.7004 87.397 19.7798 13.8979 11.3615 6.22876 80.3396 47.2774 28.2266 18.3983 9.82831 33.0622 27.5989 3.52565
internal_count=2900 2661 242 2419 1288 1232 75 1157 926 896 84 812 780 71 709 638 587 570 71 231 98 63 511 360 252 177 75 151 111 53
is_linear=0
shrinkage=0.0219093


Tree=185
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 0 0 0 0 0 2 1 0 1 1 2 2 0 0 1 2 2 1 1 0 1 1 0 0
split_gain=3.84978 4.88059 4.45969 3.62943 2.72342 2.70715 5.6215 2.97177 2.92338 2.37344 2.52774 2.44642 2.1881 2.42099 4.17446 2.70139 4.14237 2.57734 2.27716 2.90719 2.90085 3.42607 4.04376 2.24787 2.99001 2.74305 2.87186 3.1895 2.23972 2.12513
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34518427590000006 0.33672644530000007 0.4447920721000001 0.42646926740000007 0.47577916830000005 0.52324780695000006 0.52772372085000019 40.621691032550004 0.50064369330000014 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.933728833200007 0.54511840960000013 0.54317236010000014 0.43590012275000006 41.348489042950007 40.823855932350007 0.45393850480000009 0.45772581660000006 0.56055207925000017 0.44922307715000004 0.43887907550000005 0.55041765215000005 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 5 6 7 -1 -7 11 -11 -4 13 14 -5 -16 17 -17 19 -15 21 22 28 25 -25 -22 27 -27 -20 -3
right_child=1 3 9 12 -6 8 -8 -9 -10 10 -12 -13 -14 18 15 16 -18 -19 20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00098215703708996239 -0.0055734072022680485 -0.0013103772997946443 0.0016696471564288469 0.0021544795840240209 -0.0020214239257693306 0.0021278741355465047 -0.0053732351125977042 0.002383561972630874 -0.0011226997316894376 -0.0030056019226672144 0.00097684848134164666 0.00058764494334354533 -0.0020264420059544434 0.0005137522539059976 -0.0059210724673803882 -0.002011324032544243 -0.0055196910157677519 0.004242215167942676 0.00053397594592616976 0.0032756774264194625 0.0030208518602923384 -0.0035663275785933046 0.0035010599270340692 -0.0042459867546473856 5.9953088314554156e-05 0.0014858162225960864 0.0021715582097318708 -0.0029711076254441519 -0.0040377769939404853 -0.0051076634630054909
leaf_weight=20.230648986995224 3.8141964823007575 13.785424580797555 82.782485678792 5.1432904861867454 17.592796794138849 19.961209725588564 5.1145511716604224 8.1341084688901883 8.8229302465915662 6.7743963934481126 7.3473078608512878 104.60731790214777 10.963784461840985 31.138157270848751 4.2623575851321212 3.0179524328559619 3.4022712120786309 2.8187497705221176 4.7054584771394747 11.55591160058975 12.624127842485903 9.9732726216316205 4.8775324076414099 3.9654697328805915 35.428465243428946 6.2789232246577766 10.791631720960138 8.1726269014179689 4.7741668559610844 4.2684342423453918
leaf_count=224 56 106 286 20 156 83 42 29 41 43 29 440 286 122 46 32 72 12 18 32 36 87 13 34 212 24 36 57 46 180
internal_value=0.000200488 -0.000305934 0.000552833 -0.000201264 -0.00038765 7.39797e-05 -0.000835239 -1.69761e-05 0.00113151 0.000925533 -0.000933594 0.00106564 7.09366e-06 0.000143933 -0.00145074 -0.00282413 -0.00139537 0.00100873 0.000349996 0.00126132 -3.29878e-05 -0.00144904 2.17392e-05 0.000412944 -0.000373491 0.00123108 0.000336021 -0.00103466 -0.00176847 -0.00220816
internal_weight=477.13 195.762 281.368 191.948 79.8562 62.2634 33.4793 28.3648 28.7841 201.512 14.1217 187.39 173.894 162.93 18.6446 13.5013 9.23897 5.8367 144.286 42.6941 101.592 24.3304 14.3572 77.2612 39.3939 37.8673 25.2432 14.4516 9.47963 18.0539
internal_count=2900 1527 1373 1471 575 419 295 253 124 798 72 726 1185 899 182 162 116 44 717 154 563 164 77 399 246 153 117 81 64 286
is_linear=0
shrinkage=0.00470263


Tree=186
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 0 1 0 2 1 0 2 2 2 2 1 1 0 0 1 2 2 1 1 2 0 2 0 0 1
split_gain=5.52259 6.13783 3.87408 4.10764 3.85604 3.28622 3.81499 8.67937 5.50778 4.58953 6.75721 4.74908 4.44665 3.15782 4.43984 3.15752 3.13595 7.99602 4.84924 7.99143 4.71593 3.5918 3.34755 6.24325 6.22622 3.22455 4.25127 3.12918 3.6866 2.93106
threshold=0.5810754169000002 41.792045663550006 49.275256100300005 0.63075955810000017 42.178283198950005 0.42314601355000009 0.39078171310000004 0.52682554415000016 41.840895355800008 0.39584144190000009 0.53592706805000012 41.322103772800006 38.238138001450004 44.710446918150005 42.654057868200006 0.49703601690000004 0.44805544745000009 0.55754318735000019 0.55335169605000012 0.42552618185000007 42.564639561200003 42.34047585750001 0.40105086675000007 0.39167988980000007 44.611732354850012 0.47997065955000012 43.45354240915001 0.62143349005000015 0.63514565435000014 0.49901200560000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 27 3 13 5 -1 -7 -8 9 -9 -11 12 -12 14 -3 -5 17 18 19 21 -19 -6 23 25 -24 26 -23 -2 -29 -4
right_child=1 2 29 15 16 6 7 8 -10 10 11 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0020253529296985172 -0.0046401275053145306 0.0022230436687911111 -0.0049655569542630413 -0.0064769467761643358 -0.0030126943464493989 0.0010020707465984043 -0.0038634759188220175 0.0030023867916158628 0.0034269942648948717 -0.0037083113525401439 -0.001248292070330002 -0.0031066400559032412 0.0010059095400197695 0.0029042848846696566 -0.0031435534421830362 -0.00053638915373772477 0.0018170985541923999 0.00091782217034602613 0.003901883694648597 -0.0053093743846631038 -0.005484311394346365 -0.0019436169214230368 0.0035377800852993105 -0.0032854215581497323 -0.0011315992599684297 0.00082906566511745778 0.00029649406145092758 0.0020537963944790073 -0.0040857387449260091 -0.00054412555989222559
leaf_weight=6.6215819753706446 8.0875198198482376 4.8993261866271549 3.5730248615145666 1.6135254800319661 5.4673878066241732 172.00553151406348 7.3246623314917079 7.1945029795169821 7.7698828801512709 6.8662579581141463 16.268307045102119 5.6987573206424704 52.207168370485306 10.190107583999632 3.9440342169255018 5.9252950325608253 10.809190694242714 2.2001394033431989 4.23176560178399 4.1891373209655276 6.3024383969604969 19.02552311308682 10.093487225472929 8.2544936854392272 6.7573576569557181 47.591554265469313 32.555386429652572 2.8160717664286485 2.7303049881011248 5.244389895349741
leaf_count=109 154 35 39 12 41 655 75 23 23 58 145 31 194 29 39 87 42 8 15 71 61 170 26 78 48 205 184 35 141 67
internal_value=0.000198286 -0.00100024 -0.000173399 0.000544143 0.000331994 0.000595559 0.00065859 8.68217e-05 0.000388208 0.000120616 -0.000135218 0.000195541 0.000470359 0.00147572 -0.000170395 -0.00180784 -0.000139906 -0.000284134 -6.60677e-05 -0.000191438 -0.00382769 -2.61934e-05 0.000105193 -0.000139526 0.00166531 0.000122319 -0.000529767 -0.00314648 -0.000968502 -0.00233579
internal_weight=488.458 49.0236 35.3897 26.5723 439.435 281.957 275.335 103.33 96.0049 88.235 81.0405 74.1742 68.4755 19.0335 8.84336 7.53882 157.478 146.669 138.166 133.934 8.50258 129.745 124.278 107.427 16.8508 99.1725 51.5809 13.6339 5.54638 8.81741
internal_count=2900 638 308 202 2262 1313 1204 549 474 451 428 370 339 103 74 99 949 907 838 823 69 752 711 637 74 559 354 330 176 106
is_linear=0
shrinkage=0.00376483


Tree=187
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 2 1 1 1 2 0 0 2 1 0 2 2 0 1 0 0 0 1 0 1 0 0 0 2 2
split_gain=1.25805 2.21762 2.05938 1.05909 2.55889 1.02602 1.87374 1.84111 2.89749 2.06376 3.9212 1.86506 1.7547 2.41029 2.57441 1.33666 1.226 1.15367 5.17782 1.1721 3.68344 1.09532 3.22298 2.38892 4.09564 3.07795 1.8751 1.9315 2.95726 3.30581
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.30949672165000003 0.37331217625000007 49.275256100300005 0.31063441215000004 0.48363821445000005 0.48627286610000009 49.49736495185001 0.47648274005000008 0.61532588845000014 32.785955158400007 0.38185982460000006 0.53136133645000017 50.264779514000004 33.384956903900012 0.6166282446500001 0.47777012665000013 0.59665878265000016 0.59879943715000017 0.47727612945000003 0.34524415440000006 0.4622167001000001 0.35675578575000005 0.47706655490000011 0.47778509625000004 0.47886290830000006 40.532725462000009 42.718072821900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -5 9 -9 -7 -11 -10 13 -8 -15 -12 -14 18 21 -20 -21 22 -18 -24 25 -25 -23 28 -28 -30
right_child=1 2 -4 5 -6 7 12 8 11 10 15 -13 16 14 -16 -17 17 -19 19 20 -22 26 23 24 -26 -27 27 -29 29 -31
leaf_value=0.014164890455602428 -0.026602374964746444 0.0039786021822732524 -0.022124567436798574 0.017380370236604822 -0.022554639169181712 -0.031281291689514878 -0.029423696133317512 0.019328201303399021 -0.024119557906208667 0.019168661458081059 -0.0029521796500734674 0.0065315199793652932 0.012203199761161994 0.015964460050651795 -0.023685839408204214 -0.023708429154666449 0.00099860351668720998 0.0091726563447938943 -0.027227264253815841 0.024831448065379326 -0.024740407058299035 0.0091413296151525835 -0.025238800883394072 -0.026526058064760164 0.01408893312927745 -0.00022867799831129758 0.0024554872035780708 0.0014504028269578047 -0.029545188594733342 0.00047503075474161782
leaf_weight=1.1966103743761771 1.9437107313424329 5.6827843911014497 1.6494957976974545 2.8886322975158683 2.4388712123036385 1.6532492861151675 1.9236315935850132 2.8423242866992942 1.6895920615643265 1.9466533064842222 2.2796418778598309 1.6693243235349653 4.0222208471968761 1.7503479756414893 1.1462137671187518 3.0928048361092806 47.255629241466522 6.8266861545853308 3.0615801392123094 0.92825545277446542 2.0002549542114139 12.776362501084803 3.3937721028923979 3.863237723708151 3.1907941661775112 3.6720456779003143 7.3083769753575307 295.8080819491297 3.6367400325834751 2.7061131373047829
leaf_count=11 33 120 129 8 104 16 57 7 32 6 18 9 20 7 57 81 248 60 44 5 75 41 58 51 15 16 26 1497 35 14
internal_value=0.000421962 -0.00707118 -0.00189366 0.000584752 -0.0104685 0.000679675 0.000874897 -0.00457166 0.00404565 -0.0105275 -0.00583961 -0.00888649 0.000757251 -0.0115775 0.00027423 -0.0149011 0.000905725 0.000791099 0.000644235 -0.0183295 -0.00902752 0.000940511 -0.00157761 -0.0101995 -0.00544107 -0.013711 0.00142013 0.00110135 -0.00646221 -0.0167374
internal_weight=436.244 9.27599 7.33228 426.968 3.63548 423.333 408.159 15.1736 6.20124 8.97235 7.3191 3.35892 405.27 4.82019 2.89656 5.37245 400.45 396.428 389.601 5.99009 2.92851 383.611 61.3755 14.1198 10.7261 7.53528 322.236 309.459 13.6512 6.34285
internal_count=2900 282 249 2618 115 2503 2334 169 48 121 105 41 2326 121 64 99 2205 2185 2125 124 80 2001 388 140 82 67 1613 1572 75 49
is_linear=0
shrinkage=0.0205666


Tree=188
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 0 1 2 2 1 2 1 0 0 1 1 2 2 2 1 1 0 1 0 0 1 2 0 2 2
split_gain=4.35856 4.56854 3.59862 6.09469 4.24041 3.25298 3.08165 5.72352 3.4002 3.19275 2.7764 2.63306 3.38097 2.86156 2.60647 3.68556 2.41867 9.27291 3.30988 2.30023 4.27737 6.80746 4.5217 6.7239 3.4918 4.95557 4.559 2.92792 2.39131 2.27218
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 0.42552618185000007 0.54191491270000014 0.41932876265000008 0.46613873835000008 44.710446918150005 45.445415294500002 0.46419268885000003 42.34047585750001 0.48627286610000009 0.61532588845000014 0.61802041855000012 0.45393850480000009 0.45664800455000004 40.259171735100004 41.169697216150006 49.842240509300005 0.42552618185000007 0.39078171310000004 0.52682554415000016 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.41917906650000009 39.749124837650008 0.51589772760000019 37.962710038050005 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 5 4 10 29 9 -8 -9 14 -4 -10 -13 -14 -3 -16 -2 -18 -19 20 -7 27 -23 28 -25 26 -26 -22 -24 -1
right_child=1 6 3 -5 -6 19 7 8 11 -11 -12 12 13 -15 15 -17 17 18 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0048429611316627205 -0.0043046352530826202 0.00074319034318079684 -0.0032732473689586032 -0.0055035967829260542 0.0034948175046297151 0.0010242539092172028 -0.0028439393932912591 0.005226971793793788 0.002361209619467705 0.004161946793053789 -2.5805835809251499e-05 -0.005288917845405517 0.0044719129331471314 -0.0011566085787343781 -0.0055950032385846237 -0.00021346625256675578 0.0036145122636724565 -0.0057291927631395682 0.00063885920700786688 0.0027400186577367079 0.00030403330158994019 0.0032907704292298974 -0.00084475956889992689 0.0035677589608582123 -6.2352040393656507e-05 0.0013713127981921308 -0.0064986361385354916 -0.0059189485423428723 -0.0060482592453342792 0.0011541328952280575
leaf_weight=3.0961563419550648 7.2843967191875008 39.520752603188157 4.8561221398413172 3.6458174074068657 5.9040356259793034 170.32917091064155 17.409187909215689 2.324387829750779 5.1779218614101437 3.8851341269910327 115.16081691533327 2.7919152975082389 1.9830468595027912 8.2484148014336807 2.9188346732407799 9.8647384867072088 4.4096952900290471 5.5522225797176361 1.9526678472757337 10.388845507055519 1.8189430627971876 7.1377544999122611 2.4611847400665274 5.4179855138063457 4.5099664293229607 13.081484518945215 3.4286516830325127 5.0629018098115921 4.2839257568120956 1.7503101788461206
leaf_count=74 78 183 36 73 20 662 414 6 17 11 679 38 6 101 33 65 12 56 21 34 16 25 20 14 21 43 24 55 37 26
internal_value=0.000195509 -0.000524596 0.000420728 -0.00014123 1.4028e-05 0.000733535 -0.000143097 -0.00106955 0.000435419 0.000482377 -0.000157204 -0.000176483 -0.00118544 -6.56968e-05 0.00020906 -0.00144222 -0.00239492 -0.00122735 -0.00407231 0.000806058 0.000713696 -0.000406938 0.000253105 -0.000400302 0.000556247 -0.000219978 -0.00284215 -0.00427415 -0.00414958 -0.0026771
internal_weight=475.657 113.323 362.334 129.567 125.921 232.767 94.1243 37.9349 20.5257 56.1895 120.017 18.2013 13.0234 10.2315 52.3043 12.7836 19.199 11.9146 7.50489 227.921 217.532 47.2028 40.321 33.1832 26.4381 21.0201 7.93862 6.88184 6.74511 4.84647
internal_count=2900 1041 1859 808 735 1051 874 582 168 292 715 162 145 107 281 98 167 89 77 951 917 255 184 159 102 88 45 71 57 100
is_linear=0
shrinkage=0.00420704


Tree=189
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 0 1 0 1 2 0 1 2 0 1 1 0 1 0 0 0 1 0 1 1 2 1 0 0 2
split_gain=1.2292 1.39716 1.4077 2.17918 1.01551 1.49022 1.78552 1.1604 2.29438 2.94693 3.40181 3.96266 2.42855 2.6697 2.2754 3.54024 5.1218 2.96317 2.21377 2.82523 2.15869 2.21505 5.33732 2.09456 3.3804 3.13989 4.61879 2.08325 2.48808 3.2449
threshold=0.50064369330000014 48.315732392000008 48.988717865950008 0.66697104880000013 0.42314601355000009 0.41155953415000007 0.30560462260000004 0.52324780695000006 0.39971857130000005 40.580626202750004 0.57507260265000015 0.49091344570000006 40.036761086100007 0.53978922790000017 0.40367054880000008 0.41640968835000008 0.52833747495000016 0.4211999641000001 0.54191491270000014 0.54910032635000017 0.54191491270000014 0.4355408521000001 0.55041765215000005 0.39078171310000004 0.39024280710000009 40.305698932850007 0.39971857130000005 0.53592706805000012 0.52772372085000019 39.091773401050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1 23 18 10 12 -12 13 -10 -11 16 -16 -17 27 -20 -15 22 -22 24 -6 -25 -27 28 29 -9
right_child=1 2 3 -5 7 -7 -8 8 9 14 11 -13 -14 20 15 17 -18 -19 19 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.021399521535631686 -0.015928575123561925 0.012335981233087307 -0.027471202087577782 0.0088838825958852622 0.0016385952058187102 -0.016003302725970576 0.0016737555389862819 -0.028849270148004615 -0.015514825181101916 0.015388342664668028 -0.024797344323679089 0.01599330371510067 -0.013486631165606042 0.015977053785601509 0.011444388820249972 0.013295907101683536 -0.027105909442774155 0.0016780476779971411 0.020477613978622123 -0.0077927312271243434 0.0024592625087764448 0.005636795413295476 -0.024837850741663219 -0.031265781743889484 0.018142298877980266 0.023317129038810738 -0.022933763833718104 -0.021984350015413157 0.00043184764581759847 -0.0054610054083920213
leaf_weight=1.5991621399298335 4.075637022033332 2.220920018851757 1.3978793052956464 1.3607548531144855 220.46158341970295 3.6157538853585711 11.41214400436729 3.4802486933767858 3.8725571893155566 5.7390824779868117 5.2478584069758645 1.2293071220628915 5.8696022331714621 4.2854994535446158 2.2898861505091181 10.628069229423998 3.8894292376935482 67.438313307240605 2.9550773855298749 2.958409683778882 10.601707082241775 16.567069533281028 4.1753717400133601 1.9890633225440968 5.3155026882886878 1.8487559705972674 1.765121341217309 3.5848845802247515 14.227851450443266 8.6390216220170242
leaf_count=91 283 11 26 40 1036 60 91 40 26 20 134 20 31 14 11 35 45 371 10 30 45 85 61 24 14 14 49 21 94 68
internal_value=0.000406187 -0.00704949 0.000217808 -0.00953828 0.000564784 -0.00438948 -0.00116208 0.000766161 -0.000476785 0.00069147 -0.00319188 -0.0170557 -0.00121272 0.000611052 0.00292904 0.00208028 -0.0128202 0.00325972 -0.00509935 0.00633448 0.00236376 0.000502496 -0.00525374 0.00172063 0.00202714 -0.0106306 0.000726866 -0.00735826 -0.00536818 -0.0121773
internal_weight=434.742 9.05519 4.97955 2.75863 425.686 16.6271 13.0113 409.059 177.679 141.834 51.849 6.47717 45.3718 39.5022 89.9848 84.2457 6.17932 78.0664 35.8455 5.91349 35.6296 31.3441 14.7771 231.38 225.777 5.60294 3.61388 29.932 26.3471 12.1193
internal_count=2900 360 77 66 2540 242 182 2298 1161 898 416 154 262 231 482 462 56 406 263 40 205 191 106 1137 1050 87 63 223 202 108
is_linear=0
shrinkage=0.0204501


Tree=190
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 1 0 2 1 2 0 0 1 1 1 2 2 0 2 0 0 1 2 0 2 0 0 2 0
split_gain=3.5849 5.05779 3.35371 2.30631 4.76236 4.56046 4.90454 4.39634 4.11782 5.54472 9.65433 3.93058 4.86727 3.6028 3.17541 4.55348 3.04418 2.98102 2.9697 7.16634 4.5899 4.4929 3.48535 2.64831 4.68076 3.0047 2.98586 4.10275 2.85408 2.69069
threshold=0.48627286610000009 0.61532588845000014 0.63075955810000017 0.47727612945000003 0.50579323975000012 0.37668033890000002 0.35877668335000007 0.50356276755000018 38.592454371550012 0.35585760905000008 40.660558922250004 0.48119816770000007 0.49967066855000003 0.34518427590000006 0.34506451900000007 0.34482500525000009 37.020641110850008 39.685256516350002 0.48041974790000003 41.322103772800006 0.47778509625000004 0.47886290830000006 0.34488488370000009 38.703421923500009 0.56859076075000015 34.997818021800008 0.52428071015000011 0.53136133645000017 43.411469133450005 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 13 7 6 -6 8 16 18 -11 -12 -13 14 15 -1 -5 -8 20 -20 -10 22 -22 24 25 -7 28 -28 -25 -27
right_child=1 2 -4 4 5 23 17 -9 9 10 11 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 26 -26 29 27 -29 -30 -31
leaf_value=0.00019208618913368241 -0.0056367801525206828 0.002668221104672742 -0.0019334930348686385 0.0013047395352457118 0.0026313569349801199 0.0018343883739332548 -0.00092040892636470668 0.0040947728894917537 0.0023870893451867969 -0.0097933745721918673 0.0042792408350947929 -0.0058797926473859122 0.0020272227714570722 -0.0022845875295642074 0.0046393241628485101 -0.0054811521788873489 0.0049860374387523162 -0.0064386216919496732 0.0036365892626686706 0.00030946102108442628 -0.00021550128164800868 0.00034131113147508842 -0.005600336394610295 0.0028629996081962414 -0.0056304926365415278 -0.0022968286298655281 -0.0020766702787366146 0.00049450924038340228 -0.0013895003123656528 0.00051215567659505053
leaf_weight=54.397908350452781 5.4496338348835733 5.4703239919617763 10.244293287396429 12.1601499915123 2.8920733183622351 10.616603694856165 3.470632463693617 10.351597478613256 12.539376065135 3.0256831422448149 3.1366358101367933 3.6758733652532101 3.3508904129266739 18.237401171587408 3.3092777440324417 3.3837175630033007 8.6600218042731267 6.0413977168500423 23.588833950459957 38.154648050665855 4.5564810484647769 19.882798448204994 6.6660360209643841 18.596844132989649 4.1494054850190869 17.824483677744869 15.745930159464477 124.16272020712495 4.3932270379737011 13.489238332957028
leaf_count=380 127 47 276 42 10 51 16 35 39 22 8 38 22 161 13 26 22 59 72 140 18 79 50 59 110 116 135 591 52 84
internal_value=0.000210964 -0.00169766 -0.000331617 0.000300638 0.000457614 1.55245e-05 -0.00277993 0.00111118 0.000889619 0.000547875 -0.00235267 -0.000137548 -0.00210913 -0.000433763 0.000118761 -0.000140141 0.00283595 -0.0044252 0.000910872 0.00158058 -3.65483e-05 -0.00101358 -0.00341403 0.000181452 -0.000822909 -0.000347153 0.000465558 0.000205137 0.00205038 -0.00108678
internal_weight=471.624 21.1643 15.7146 450.46 371.132 221.383 12.4041 149.749 139.397 118.577 13.1891 10.1634 7.02676 79.3283 61.0909 57.7816 20.8202 9.51203 105.388 61.7435 43.6447 31.1053 11.2225 208.978 46.0797 41.9303 162.899 139.909 22.9901 31.3137
internal_count=2900 450 323 2450 1870 1283 85 587 552 488 90 68 60 580 419 406 64 75 398 212 186 147 68 1198 361 251 837 726 111 200
is_linear=0
shrinkage=0.00474518


Tree=191
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 2 0 2 0 0 0 1 1 0 1 1 2 2 0 1 2 1 1 0 1 0 1 1 2 2
split_gain=1.21345 0.928912 2.24996 0.89847 2.01998 2.89412 0.843259 2.1212 4.10752 5.35921 2.61662 2.94825 3.83145 3.42253 2.22923 2.88008 2.45706 2.91683 3.38908 2.33409 2.10486 3.55792 3.44339 1.84214 1.78087 2.64337 2.39549 1.5898 5.02758 5.17003
threshold=0.52332265500000019 51.779769178100004 0.61532588845000014 0.39672464895000009 49.110028829250005 44.921040431000009 0.52324780695000006 38.238138001450004 0.52877159370000015 0.52937037810000021 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017 0.39971857130000005 0.39724858540000008 41.395309858300003 47.833738492450003 0.52511900840000014 0.4019490434500001 33.151194885250007 0.49091344570000006 0.43672345135000007 0.52266399210000014 0.38906020780000011 0.51929582950000019 0.38042274180000007 0.41753240920000007 42.072181850200003 44.215931556700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 23 8 -8 -10 -11 -12 -13 -14 15 16 -9 18 -18 -16 22 -22 -15 24 25 26 -5 28 -21 -30
right_child=-2 2 -4 6 -6 -7 7 14 9 10 11 12 13 20 19 -17 17 -19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.020548317401899122 -0.010582804566041088 -0.02190506814091751 0.0079398577714556457 0.0014429983826744943 -0.028226749790350999 0.0062616450852542201 -0.025981262955900281 0.0074668380972372694 0.027176744004382778 -0.027427399826889871 0.0098830565535695004 -0.024665482289982193 0.013075664098120377 0.03885313114505453 0.016839075103637677 -0.01755897884763569 0.0074487325446274998 0.0057837831078810884 -0.0202529280243465 -0.024455424728849085 -0.024141154353370116 0.012701284535156926 -0.022496638168681801 0.012084892369113653 -0.0069754502131999709 0.013194091305729586 -0.012305961397078092 0.0018980976276942048 0.014765880051124218 -0.016390976746591766
leaf_weight=2.150954080745576 3.7586286105215541 2.189332770183682 1.6704613473266361 211.74017699481919 1.2680581808090208 5.0711705163121223 3.1992773171514299 7.5077145881950917 2.0689042210578945 1.8599267005920435 4.7365287803113487 3.7158697452396146 3.7449151873588544 0.76480027288198449 3.6704127565026274 5.1609773747622958 2.2348966654390079 4.7703359089791766 6.4022725820541382 3.6602761521935454 4.1456446400843561 1.288904871791601 0.62248285487294197 5.9391182214021674 9.6697346651926619 7.039157958701252 4.862565577030181 109.67594305099919 5.1712526939809305 3.2552874013781548
leaf_count=116 239 81 10 1057 10 20 41 32 5 19 16 58 20 5 11 48 12 25 73 28 86 29 59 21 96 27 24 577 22 33
internal_value=0.000373864 0.000469802 -0.00898863 0.000555622 -0.00568159 -0.00172312 0.00068264 -0.000328175 -0.00542244 -0.00255625 -0.00550249 -0.0033584 -0.00774965 -0.00180108 0.000550986 -0.0046015 -0.00140415 -0.00637158 -0.013085 0.00162213 -0.00996782 -0.0154033 0.0113251 0.00143323 0.00116208 0.00151393 0.00113434 0.00116343 -0.00550293 0.00272956
internal_weight=433.016 429.257 3.85979 425.398 8.49018 7.22212 416.907 177.657 26.1473 22.948 20.8791 19.0191 14.2826 10.5667 151.509 26.0762 20.9152 13.4075 8.63717 125.433 6.82183 5.43455 1.38728 239.251 233.312 223.642 216.603 121.763 12.0868 8.42654
internal_count=2900 2661 91 2570 146 136 2424 1199 338 297 292 273 257 199 861 190 142 110 85 671 179 115 64 1225 1204 1108 1081 660 83 55
is_linear=0
shrinkage=0.0193676


Tree=192
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 1 1 1 2 2 0 1 0 0 1 2 2 1 0 0 1 1 2 0 1 0 0 0 2 1
split_gain=3.73474 4.34569 4.0373 3.44464 4.95018 2.65618 6.02089 3.10966 2.6132 6.88302 5.88556 4.78517 4.32394 4.41972 3.96825 3.23673 5.68434 4.73148 6.99576 3.06889 2.78547 3.65521 2.60314 2.54957 3.60696 3.55694 2.47097 2.44847 2.59824 5.61179
threshold=0.45393850480000009 49.110028829250005 0.45664800455000004 0.47727612945000003 0.34524415440000006 0.39167988980000007 0.39388042275000007 0.44705248345000009 40.259171735100004 41.21013581150001 0.56704889075000009 0.39971857130000005 0.55041765215000005 0.53592706805000012 0.39772761295000009 41.840895355800008 42.102795028150005 0.4211999641000001 0.54279811980000015 0.56793209785000009 0.41640968835000008 0.40850573335000007 36.735256530150004 0.4622167001000001 0.35675578575000005 0.47706655490000011 0.47648274005000008 0.68186581240000022 44.710446918150005 0.46613873835000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -5 -7 8 12 -10 11 -11 13 14 -8 -13 -17 20 -19 -14 21 -18 -4 -6 25 -25 -3 28 29 -24
right_child=2 26 22 5 23 6 7 -9 9 10 -12 15 19 -15 -16 16 17 18 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00017400834520474892 -0.0063296384455265257 0.0004380062609333691 -0.0051676057584971015 0.0010118872823209491 -0.0059106717827157743 -0.0057776966683465774 8.3646082938180471e-05 0.002123755492466327 0.0030143209529114264 -0.0030452153056623583 -0.00553690184750796 -0.0023284671708582506 -0.0052724050793527006 0.0011416314427331691 -0.0063358724744303182 0.0053855126121673839 0.0035306711983814796 -0.0076290700646546219 0.0005803071685190948 0.00018477147774694457 0.0048699598246606931 -0.0027580732606561856 0.0014673635073617569 -0.0062677360974625739 0.0023253513754108992 5.8471566185407599e-06 -0.0041921671591230074 -0.0052060748225186823 0.0010690213647528996 -0.0029950798199397579
leaf_weight=59.727337076328695 2.976182969287037 4.0760023444890958 2.7195374676957718 199.9111432954669 4.3502899911254671 3.7808169256895772 4.7546777911484259 18.523655418306589 19.095317684113979 8.5869498513638955 4.4973745085299006 5.9774669557809821 7.3209836184978467 21.577544044703245 4.0354842990636826 6.7089348062872878 4.4324931688606757 3.3309594076126805 8.0155316963791829 3.430644016712904 5.698939397931098 3.9731047376990318 10.856799423694612 4.4582565762102586 3.6028607785701743 3.7904625087976456 7.2780125252902508 2.2796887988224617 21.587101530283689 15.520872239023445
leaf_count=410 34 17 141 786 64 51 31 65 61 66 30 29 77 82 45 16 16 44 34 38 15 35 51 51 20 16 104 94 122 255
internal_value=0.000221986 0.000375588 -0.000933822 0.000456133 -0.000459154 0.000664424 0.000145049 0.000317355 1.70834e-05 0.000574626 -0.000334885 0.000165826 -0.000936355 -1.76833e-05 -0.0028635 0.000888818 0.0014868 0.000459098 -0.0018297 -0.00353112 0.00230034 0.000558147 -0.000630618 -0.00279327 -0.00164899 -0.00338489 -0.00252997 -0.000385048 -0.000155912 -0.00115838
internal_weight=476.875 420.935 55.9402 409.581 75.9292 333.652 133.741 129.96 111.436 70.3171 51.2218 46.7244 41.1193 30.3677 8.79016 38.1374 32.16 25.451 11.3465 10.7516 14.1045 8.4056 52.964 16.2019 11.8516 8.24872 11.354 50.2445 47.9648 26.3777
internal_count=2900 2203 697 2082 561 1521 735 684 619 346 285 255 273 158 76 189 160 144 78 115 66 51 663 151 87 67 121 522 428 306
is_linear=0
shrinkage=0.00476116


Tree=193
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 0 1 1 0 0 0 1 0 1 0 1 1 0 0 0 1 0 2 2 1 2 1 2 2 1
split_gain=1.13412 1.42454 2.21543 0.909882 3.29658 1.9617 3.07755 1.58756 4.81615 4.50445 3.63308 2.31735 1.66223 1.51495 3.40803 2.52356 1.57248 4.29187 2.28184 3.05705 1.51923 4.43766 2.68045 1.49787 1.77767 1.48585 1.60784 1.25205 1.549 2.08071
threshold=0.50663153795000015 48.315732392000008 48.988717865950008 42.718072821900002 43.19689381845 0.58859016195000013 0.47777012665000013 0.34632196640000007 0.50356276755000018 0.52161611930000007 0.47997065955000012 0.3447651268000001 0.55154037305000014 0.46613873835000008 0.58258734765000009 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.56501302355000016 0.56055207925000017 0.43590012275000006 0.55041765215000005 40.878805547300004 43.542456167850005 0.34632196640000007 39.995120105550008 0.44922307715000004 43.740100730350001 44.157169339850007 0.47106374065000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 7 13 -7 10 -9 -10 11 -5 -11 15 -15 16 18 -18 19 20 21 -1 -23 24 -6 26 -20 -25 -29 -30
right_child=1 2 -4 4 23 6 -8 8 9 12 -12 -13 -14 14 -16 -17 17 -19 25 -21 -22 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=0.0013428972098037735 -0.018335859157389788 0.010189452508971995 -0.018795036607955375 -0.00015892795642791037 -0.0043296114474125191 -0.02097195955515983 0.00087920805254350538 -0.03233688115843459 0.013794124671408154 -0.0050056791448026784 0.0061400416452638855 -0.022772822606207666 -0.025361808795421773 -0.021995826891615802 0.013246122091058993 0.013469771631776291 -0.022044635364098706 0.010992096035857365 -0.0090651530835515765 -0.011215168083082393 0.0083610844555334334 -0.0225209157133072 -4.5367663555968738e-05 -0.0087996298506757605 0.0092890762164554025 0.011232075156804138 0.010828222624683583 0.0051119884631765913 -0.0025675260516132047 0.0050617283688118037
leaf_weight=239.29388040024787 2.2440464356914154 2.22172823548317 1.2823358904570339 2.4675372270867246 4.0389550421386948 3.1929776212200505 5.2624998269602656 2.6588613726198655 2.6121046934276819 2.5977575667202473 6.6672762632369995 3.2206911221146584 2.3607352301478386 2.4610425271093841 1.2891903570853172 5.2024842128157607 2.9806959833949795 2.0436641294509172 2.8157894825562861 6.2607069648802272 8.8284519501030427 3.9117047525942317 2.8120927065610886 5.1040322687476865 11.012279737740753 11.248180314898489 2.2563966438174248 15.781243418343363 53.598033751826733 13.874575309455393
leaf_count=1218 249 11 59 28 34 68 77 26 12 20 22 42 25 47 15 15 40 10 35 36 29 55 15 41 50 33 9 85 421 73
internal_value=0.000334479 -0.00741285 -0.000417617 0.000439051 -0.000813062 0.00096516 -0.00737228 -0.00689054 -0.0120069 -0.00486677 -0.00265461 -0.012963 -0.0146972 0.00120708 -0.00988096 0.00135164 0.00112844 -0.00860691 0.00130475 0.000906621 0.00120441 0.000947592 -0.013121 0.000514285 0.00563454 0.00767431 -0.000215449 -0.00035792 0.000159614 -0.000998702
internal_weight=431.602 5.74811 3.50406 425.854 125.994 299.86 8.45548 22.585 10.2295 7.5706 12.3555 5.68823 4.95849 291.404 3.75023 287.654 282.452 5.02436 277.427 261.107 254.846 246.018 6.7238 103.409 15.0512 16.3204 5.07219 88.3579 83.2539 67.4726
internal_count=2900 319 70 2581 879 1702 145 175 83 57 92 70 45 1557 62 1495 1480 50 1430 1353 1317 1288 70 704 84 77 44 620 579 494
is_linear=0
shrinkage=0.0175589


Tree=194
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 1 2 2 2 2 0 2 1 2 0 2 1 1 1 0 2 0 2 1 1 0 2 2 2 0
split_gain=5.19998 4.57379 4.32514 3.88678 5.53592 3.78582 3.24271 5.99702 5.454 4.69071 3.01322 3.89755 6.56203 2.95168 2.71612 2.62985 2.62165 2.62094 6.18692 6.03609 6.56296 5.89753 4.83734 4.23157 5.45062 4.86109 4.1734 3.03448 3.28704 2.36663
threshold=0.45393850480000009 49.110028829250005 0.45664800455000004 0.45612406815000006 0.32600820335000008 0.30560462260000004 39.468990633150007 42.049402686800001 48.315732392000008 35.818873074050011 0.68186581240000022 44.710446918150005 0.46613873835000008 46.177190236600005 0.47648274005000008 48.315732392000008 0.46208197360000008 0.37138109635000011 0.36927038110000004 0.51243974730000008 46.650420857800007 0.5025747732000001 41.134354310300004 0.36543816055000006 0.36597706655000006 0.48543456785000005 39.468990633150007 40.12915366295001 40.496232821400007 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 9 -8 -9 -7 11 12 16 -13 -3 -15 -4 18 23 20 21 22 -19 25 -25 26 -5 -28 -29 -21
right_child=2 14 10 17 -6 6 7 8 -10 -11 -12 13 -14 15 -16 -17 -18 19 -20 29 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0041549402953718201 -0.0053056583965369834 0.00042049512444086208 -0.00098678442954077566 0.0020061962270899424 -0.0036243049416123251 0.00091022416219744499 0.0048102448614228879 -0.0031503694596203449 0.0020833460018433868 -0.0062208891117362065 -0.0042610212227707136 0.0036637827765066524 -0.0027839118103651344 -0.0026497606732157034 -0.0034885791873036994 0.00095443267958532265 0.0026708744846897677 0.0017229925835758352 0.0036386466056255295 0.001368596867674095 0.0036006179324546395 -0.0060371968057080878 -0.0052124203544553598 0.0012975693761500167 -0.0054885645899363702 0.0018344585960183969 -0.0020511984920096983 0.0026797190057991473 7.8370361747005191e-05 0.00019153258696953047
leaf_weight=2.8998779486864832 3.1669143699109545 4.2167737632989866 5.6314979176968354 20.340292211622 8.1943169916048628 3.4323702640831497 5.3406727537512806 5.1775319427251798 7.1436660140752792 2.337871041148901 3.25642230734229 4.4569338187575367 18.128355828113854 3.9775925055146244 7.3519835565239191 13.118869256228207 6.2147063836455345 4.2654406614601594 11.211556971073149 31.356836501508951 2.501624569296836 6.0896757487207651 2.3523957058787346 3.4040645882487288 3.7503864802420139 48.461212299764156 9.1405850127339345 7.9601727351546279 91.527202509343624 144.09998878836632
leaf_count=91 34 17 42 75 113 25 12 50 21 22 129 12 348 28 104 82 22 19 34 115 8 58 32 11 32 162 41 22 407 732
internal_value=0.000198489 0.00034482 -0.000893746 0.000411007 -0.000837199 3.0127e-05 0.000548057 0.00137367 -0.000115931 -0.00197902 -0.000638707 -0.000409787 -0.00131532 0.000849548 -0.00206373 0.000115896 0.000932081 0.000522522 0.000838065 0.000198489 -0.00214802 -0.00327971 -0.00074229 0.000667958 -0.00225974 0.000786011 0.000392046 8.98009e-05 0.000286509 0.000401892
internal_weight=490.508 432.556 57.9513 420.988 34.5263 26.332 23.4321 17.6619 12.3212 5.77024 54.7844 51.528 29.9746 21.5534 11.5688 17.0965 11.8462 386.461 195.795 190.666 15.2091 12.7075 6.61784 184.584 7.15445 177.429 128.968 108.628 99.4874 175.457
internal_count=2900 2203 697 2082 334 221 130 83 71 47 663 534 412 122 121 110 64 1748 784 964 117 109 51 750 43 707 545 470 429 847
is_linear=0
shrinkage=0.00388283


Tree=195
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 2 1 0 1 1 0 2 2 0 2 2 1 2 1 2 1 0 0 2 1 0 0 0 2
split_gain=1.14673 4.4951 2.20587 1.42822 2.39516 2.02785 1.38726 1.38056 3.23043 1.44581 1.60064 4.99184 1.61306 2.05815 3.01412 2.6524 2.80067 3.08133 5.48158 2.5058 2.282 2.19696 2.95959 3.69181 6.82195 2.3488 3.20634 2.90565 2.16317 2.33765
threshold=0.48627286610000009 0.61532588845000014 0.63075955810000017 0.48363821445000005 49.275256100300005 0.39745815990000005 49.842240509300005 0.46613873835000008 0.58736265385000019 0.46208197360000008 0.45393850480000009 0.58258734765000009 48.852845034800005 44.421469061800003 0.57600071855000012 44.758188263300006 45.154229826150008 0.41640968835000008 47.833738492450003 0.44705248345000009 40.922041107600009 0.43967246490000006 0.56704889075000009 0.55041765215000005 40.878805547300004 0.41985269900000005 0.54317236010000014 0.54475913895000005 0.41932876265000008 43.874475754150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 6 -6 9 -9 10 12 -12 13 14 19 -15 -17 18 -18 21 -16 22 23 25 -25 28 -27 -28 -1 -30
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 11 -13 -14 15 20 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.013916083786939898 -0.026371275301556238 0.013260346485146566 -0.0060672485298928977 0.012849138349353773 -0.014585847874810107 -0.026570186596151426 0.0076500862589001292 -0.028918787190523296 0.00062809197039628416 0.012589130592462146 -0.029206153653172431 0.0052313723261508431 0.01058205557022553 -0.022880233121405479 -0.0005704644215084563 0.012726347107743652 -0.024079292196845375 0.0085944053007867716 0.0029879991892320453 0.011439895622901482 -0.035861802115025453 -0.014513192188215488 0.017208028877463279 -0.030185708569629599 0.0014250098636204996 -0.0019711989343346565 0.025947273384196636 0.0059468106531905558 0.00083180051579103396 0.010870656235731708
leaf_weight=4.9333613142371169 4.0363359651528326 4.8831589585170141 8.2383635088335705 4.9382981061935416 2.9040250629186612 2.9682775689288974 2.9229612983763218 2.6949462317861599 6.6913354168646038 5.4988450929522505 3.6570962257683259 5.430565279442817 8.9979553669691068 3.7313349144533303 1.8389679077081376 5.1442761970683959 8.1703808810561913 5.5259783603250971 7.4056408144533625 12.807103186845778 1.9707311056554315 4.5762878842651835 6.0230362713336936 5.4843717450276008 10.022064616903661 9.5936435563489812 6.7891153544187537 8.4844291359186155 251.55608050338924 12.648789569735525
leaf_count=170 127 47 276 20 20 78 25 51 60 22 48 35 33 41 34 30 104 23 33 40 16 27 22 76 47 54 16 29 1250 46
internal_value=0.000429074 -0.00534304 0.00112549 0.000668636 0.000521377 -0.0112406 -0.00343175 0.000780212 -0.00785527 0.000987891 0.000822104 -0.00862713 0.00105067 0.000816791 0.00132613 -0.00490441 -0.00234885 -0.0060239 -0.0112101 0.00155674 -0.0188264 0.00116133 0.00138866 0.00108082 -0.00975518 0.00165233 0.00835251 0.014837 0.00103327 0.00131241
internal_weight=430.568 17.1579 13.1215 413.41 408.472 8.79526 5.82699 399.676 9.38628 390.29 384.791 9.08766 375.704 366.706 336.728 29.9776 26.2463 21.102 15.576 332.918 3.8097 320.111 315.535 309.512 15.5064 294.005 24.8672 15.2735 269.138 264.205
internal_count=2900 450 323 2450 2430 123 45 2307 111 2196 2174 83 2091 2058 1827 231 190 160 137 1777 50 1737 1710 1688 123 1565 99 45 1466 1296
is_linear=0
shrinkage=0.0227859


Tree=196
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 1 0 2 1 0 2 0 1 2 2 1 2 1 2 0 0 2 1 1 2 2 0 2 1
split_gain=3.6709 4.46526 3.09256 2.75246 4.83099 3.86541 5.14559 3.33668 3.60826 4.02025 9.61698 5.62268 5.77957 3.33303 3.26267 3.1948 3.78861 3.12025 4.0527 3.07497 2.75266 7.94097 2.85322 2.65685 2.62517 3.49234 2.999 2.94639 4.19483 3.91299
threshold=0.48627286610000009 0.61532588845000014 0.50064369330000014 0.47727612945000003 0.50579323975000012 0.37668033890000002 0.35877668335000007 0.50356276755000018 38.592454371550012 0.35585760905000008 0.47976108500000009 39.945535567850008 0.50109278165000015 0.34524415440000006 37.020641110850008 41.840895355800008 0.34744468730000005 43.162556114600001 0.34542378970000004 39.685256516350002 0.47778509625000004 0.47886290830000006 41.322103772800006 0.36195024100000012 0.38906020780000011 43.740100730350001 38.238138001450004 0.56859076075000015 34.997818021800008 0.44751654140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 13 7 6 -6 8 14 15 -11 -12 23 -1 -5 16 20 18 -17 -8 -10 -22 -23 -13 25 -7 27 28 -26 -30
right_child=1 2 -4 4 5 24 19 -9 9 10 11 12 -14 -15 -16 17 -18 -19 -20 -21 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=3.1507728886527139e-05 -0.0055123733344027192 0.0023898480843293234 -0.0019417814028553082 0.0011760174698984929 0.0029011991719477808 0.0026092047095032881 -0.00070144429649015834 0.0037939331011773341 0.003837514183880732 0.0058494623205667456 -0.011352243196835823 -0.0011619122417202055 0.0034444081435284634 -0.0023259025223909963 0.0049635407304202163 -0.0036005241297336413 0.005252085325382125 0.0017515815160105419 0.00020704380746941933 -0.0061949028020760665 -0.003593801531646585 0.0024309344126270823 -0.00058049937893116363 -0.0075367977781740066 0.0023093862759969793 -0.0017525349789787455 0.00026608608718966994 -0.005401026854252684 -0.0030524455215466396 0.0028977892860822399
leaf_weight=61.597264837473631 5.1021792348474291 5.5303637403994825 10.716947196051477 11.9224019497633 3.0045872330665579 18.806028507649902 3.5933797731995565 9.8262092322111112 7.9367627277970305 2.8635241836309424 1.8375685214996327 2.4848560541868192 2.6820099391043186 16.920038535259664 8.7120281234383565 8.4772438704967517 5.9025986418128005 15.622039414942263 22.900411143898964 6.055529497563839 7.4872160702943793 28.923743471503258 9.1713118776679021 3.4640806065872312 6.802823828533298 5.1823943629860869 155.72389990091324 3.5707979006692758 14.475030770525338 2.9434766583144656
leaf_count=428 127 33 290 42 10 57 16 35 20 6 13 11 17 152 22 49 18 51 96 59 38 91 35 43 39 35 817 104 131 15
internal_value=0.000232945 -0.00167303 -0.000467354 0.000323594 0.000493211 4.93966e-05 -0.00247497 0.00114368 0.000958178 0.000645101 -0.00179026 -0.00388 -0.00228913 -0.000476501 0.00277514 0.000950193 0.00167512 3.36628e-05 -0.00082164 -0.00414907 0.00128062 0.000835417 0.00170594 -0.00487402 0.000203331 0.00166691 1.20189e-05 -0.00141156 -0.00082342 -0.00204694
internal_weight=470.239 21.3495 16.2473 448.889 370.372 220.158 12.6535 150.214 140.388 119.753 13.332 10.4685 8.63095 78.5173 20.6344 106.421 59.4216 46.9997 31.3777 9.64891 53.519 45.5823 38.0951 5.94894 207.504 23.9884 183.516 27.7921 24.2213 17.4185
internal_count=2900 450 323 2450 1870 1283 85 587 552 488 90 84 71 580 64 398 202 196 145 75 184 164 126 54 1198 92 1106 289 185 146
is_linear=0
shrinkage=0.00470451


Tree=197
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 1 2 2 1 1 0 2 0 1 2 0 0 0 2 2 2 2 0 1 0 2 2 2 2 0
split_gain=5.09347 6.0609 5.29419 3.36543 3.19084 3.80967 4.09426 3.18937 3.10257 2.61936 5.19627 2.56153 2.6033 4.24677 4.32796 5.00502 4.82968 2.59003 2.44893 7.62919 4.26404 3.51559 2.31557 2.25897 2.21872 2.64703 2.17853 2.88539 2.0356 1.98928
threshold=0.39167988980000007 0.47727612945000003 0.39388042275000007 37.186372654950006 0.30560462260000004 0.3447651268000001 40.421032462050007 41.792045663550006 0.50064369330000014 0.33672644530000007 0.4447920721000001 41.24714903835001 0.47796473160000008 0.34569324270000007 42.852084787850011 0.48181192180000004 0.47943175355000006 0.52324780695000006 39.468990633150007 42.049402686800001 35.818873074050011 48.315732392000008 0.52366695610000014 0.34587287805000005 0.56859076075000015 34.997818021800008 43.968221017800005 42.718072821900002 40.337496327150006 0.39323672945000004
decision_type=2 2 2 2 2 2 2 2 2 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 24 -1 9 -7 -8 22 10 18 17 -13 14 15 16 -14 -3 20 -20 -6 29 28 -15 25 -4 27 -9 -5 -21
right_child=2 11 3 8 5 6 7 26 -10 -11 -12 12 13 23 -16 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036971771982437828 -0.0041161418971519328 0.0012851418898698831 0.00084951061316996038 0.00081698932092346224 0.00065681063657270315 -0.0047824990647522036 0.0013300657261219096 -0.00086503209158896499 -0.0017122766060079933 0.0013376954987147922 -0.0035698895454028576 0.00182303643789411 -0.0011790604683125784 0.0022287410352953077 0.00074052523427246483 7.7551682928191879e-05 -0.0064101637867881997 -0.00088704239422654171 0.0043530286451441491 2.6899314591117352e-05 -0.0054608007010193112 0.00077278226377347525 0.00017696041452296271 0.00037637696163457627 -0.0037077479056568385 -0.0022541602076572671 0.00019644540602992798 -0.0043738825534190883 -0.0039976418030046885 -0.004456055920009307
leaf_weight=3.1383829284459344 4.0296523552387944 101.84017087519169 5.7423806861042994 1.5810838826000679 3.5258538927882972 3.314450477249923 6.4193553179502514 6.3303751572966593 11.728273790329693 19.851151278242469 4.6852499172091475 12.804425805807112 3.8778785243630427 9.0356600359082204 9.6093880310654622 6.3207178190350524 4.4069900214672089 6.8468139767646781 5.4527899250388172 1.8716882802546013 2.1397109255194664 10.313924029469488 158.45516605488956 51.836740609258413 4.3433963209390631 7.2873454838991165 5.82250653207302 4.8279683049768209 2.9250584468245506 3.0291931703686714
leaf_count=91 56 346 38 11 42 51 26 39 286 74 42 41 25 27 35 23 32 32 12 18 21 37 832 237 180 68 27 63 56 32
internal_value=0.000186705 0.000476624 -0.000238066 -0.0001567 -0.000317712 -0.000181009 -0.00122638 -0.000722685 -1.39869e-05 0.000367979 -0.00025262 0.000787018 0.000385892 0.000169622 -0.00104132 -0.00221365 -0.00396165 0.0011483 0.000337595 0.000883444 -0.00165362 -0.00036001 0.000108238 0.000651335 -0.0015917 -0.00088633 -0.0014987 -0.00238323 -0.00230832 -0.00274398
internal_weight=483.394 287.301 196.092 192.063 80.7226 77.5842 26.7147 23.4002 174.69 50.8696 31.0184 206.579 97.8918 85.0874 24.215 14.6056 8.28487 108.687 26.3332 20.6676 5.66556 15.2148 162.961 60.8724 17.3731 13.0297 16.9808 11.1583 4.50614 4.90088
internal_count=2900 1373 1527 1471 575 484 206 155 1185 278 204 798 420 379 115 80 57 378 162 99 63 87 899 264 286 106 129 102 67 50
is_linear=0
shrinkage=0.00341869


Tree=198
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 0 0 1 2 1 1 0 2 0 2 0 0 2 2 2 1 0 1 1 2 1 0 0 1
split_gain=4.58953 5.38006 5.35488 3.85831 2.98228 3.24282 2.48454 2.74172 2.41741 2.41448 2.29402 5.98832 2.78715 2.23403 2.2095 3.20843 1.95892 6.1057 3.6992 1.94723 2.62582 3.91936 1.8948 2.85315 2.39738 3.15112 3.95272 3.12517 2.18408 3.6354
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34518427590000006 0.30560462260000004 0.52324780695000006 0.52772372085000019 0.50663153795000015 40.621691032550004 0.34500464060000008 0.3447651268000001 0.47305469895000007 40.305698932850007 0.56859076075000015 34.997818021800008 0.47778509625000004 0.47886290830000006 42.718072821900002 40.421032462050007 41.792045663550006 0.34581299960000006 0.51017933595000009 0.37982395740000008 0.34569324270000007 41.261521012900012 0.34536391125000004 0.48015029490000011 0.50300889195000009 0.35319301815000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 5 -1 9 -8 -5 13 11 12 -7 -4 15 -3 -11 18 -18 -6 -21 -22 24 -24 25 -19 -27 -26 29 -29
right_child=1 3 6 8 19 10 7 -9 -10 16 -12 -13 -14 -15 -16 -17 17 22 -20 20 21 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=-0.0045135815662542978 -0.0051071033603796688 0.0011530041743281765 0.0013089620197292049 0.00011307244459395146 -0.0053391741792697435 -0.00010302387587612696 -0.002761415894869577 0.00098544401242215362 -0.0023377461120862469 0.0022719836126866935 0.0032083431785688717 -0.0047312669305777282 0.0022360034019184277 0.0033445698238571591 -0.0046323552637824112 -0.0030180885766544255 -0.0061667451450327466 0.0021896484128070708 0.00022464727660210306 0.0016532942918795672 -0.0056316518949717708 -0.00051681246505716884 -0.0039805631928785433 0.0012437721667581817 0.0043757895448355002 0.00036901013721498175 -0.0034444658526753403 0.0011648434205959093 0.0026774726734837165 -0.0025818575260227496
leaf_weight=2.6289961598813525 4.0347894448786965 5.8100263830274361 72.338182307779789 163.78841060306877 2.492125045508149 38.764188747853041 6.6422531604766828 7.2660212926566601 7.4776945710182181 11.380539961159228 4.3747139759361735 4.3129211030900469 11.809640407562254 11.041952483355997 4.4417281532660118 7.5151960477232933 3.8373956121504298 8.2446836456656474 2.7708998322486877 3.929318703711032 4.1271028257906419 7.4984100144356489 3.6501884162425986 3.7818729132413864 5.8052674382925025 14.929964870214464 7.1387694478034964 27.504013478755951 11.405950918793677 5.5261077284812918
leaf_count=91 56 38 252 932 40 241 43 29 253 35 19 31 37 34 180 68 34 25 14 17 48 51 39 14 14 58 38 93 44 32
internal_value=0.000210457 -0.000290702 0.000552115 -0.000187899 -0.000372175 6.74833e-05 0.000915609 -0.000803965 6.06661e-06 0.00104191 0.000270712 3.65694e-05 0.000443169 0.00157854 -0.00205765 -0.00119942 0.000619705 0.000420923 -0.00348679 -0.00187994 -0.00132572 -0.0023326 0.000714414 -0.00132211 0.000902306 -3.38788e-05 -0.000864569 0.00146716 0.00108717 0.000538001
internal_weight=476.269 193.068 283.201 189.033 79.9374 61.8905 203.264 13.9083 171.266 189.356 59.2615 54.8868 50.5738 83.3801 17.767 13.3252 105.976 94.5951 6.6083 18.047 15.5548 11.6255 87.9868 7.43206 80.5548 30.3134 22.0687 50.2413 44.4361 33.0301
internal_count=2900 1527 1373 1471 575 419 798 72 1185 726 328 309 278 286 286 106 440 405 48 156 116 99 357 53 304 121 96 183 169 125
is_linear=0
shrinkage=0.00421527


Tree=199
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 2 1 0 1 0 0 2 1 0 1 1 2 0 0 1 2 2 0 0 0 2 0 2 0
split_gain=2.85914 4.42231 3.77336 2.71101 2.05241 2.06809 2.3432 1.95727 3.12253 1.85324 3.67115 3.07382 1.80294 4.14958 9.50007 6.03565 7.92734 4.45002 5.13428 4.44813 3.62097 3.54011 3.69558 3.14397 3.73141 3.10835 2.69009 2.60695 2.44791 2.36998
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.34524415440000006 37.186372654950006 0.56859076075000015 34.997818021800008 0.30949672165000003 0.37331217625000007 0.35675578575000005 0.47706655490000011 0.4622167001000001 42.599563320500003 0.39584144190000009 0.53592706805000012 0.40621538280000008 0.41753240920000007 41.792045663550006 0.57944372925000021 0.62143349005000015 0.39685937550000011 41.322103772800006 40.823855932350007 0.54191491270000014 0.55671985870000007 0.55041765215000005 39.945535567850008 0.63514565435000014 43.19689381845 0.52573276250000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 -3 8 -1 10 -5 -11 13 -6 29 -16 -17 18 21 -20 -14 22 23 -18 26 -19 -25 -21 -22 -15
right_child=1 4 -4 9 12 -7 -8 -9 -10 11 -12 -13 20 14 15 16 17 25 19 27 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0038136428375164541 -0.005799414420849522 0.0013715849327206435 0.00087443804910374012 -0.0063896279311564802 0.0044215414046161862 -0.005322337641950386 -0.0029363891558660121 0.00031056404297283334 -0.0055213424592898443 -0.0033932010502432533 1.876341068531215e-05 0.0031580022230255009 -0.0064068020281977753 -0.00077635313923682728 0.0053333757244910145 -0.0074563770584352351 0.0035092157398006088 0.0065740774870040571 -0.0062296052252610659 0.0040714554825707064 -0.0030593034967715677 -0.0036069151162225772 0.0033127812238000188 -0.0011468654687665015 0.00092529716838213945 0.0016078160685136431 -0.0062747514398837235 -0.0053841405621804037 -5.4385040976347514e-05 -0.0068758510245292004
leaf_weight=1.1878972444683302 3.4828825425356618 5.7300751693546754 198.11136078462005 5.2322712005116063 5.8949605673551551 3.3572475705295792 6.6891868263483047 56.502456703223288 3.3349010087549686 3.7372313011437646 3.7521396577358246 3.2935746759176254 2.5747833997011176 2.1770067270845166 6.1411401927471152 3.1366286985576144 5.7658612430095664 4.1023414731025722 5.5584848979487997 2.2210789928212766 7.5519102755933991 4.6232069358229628 11.934636339545248 9.1668064743280429 18.952916307374835 12.370064876973627 3.4388510584831229 1.0495321792550383 54.097100767306983 5.468986414372921
leaf_count=11 56 38 798 71 16 180 68 313 104 43 16 17 29 21 14 28 15 8 99 19 72 24 35 52 93 81 19 69 441 50
internal_value=0.000193573 -0.00028084 0.000513385 -0.00041507 -0.000175234 -0.00187945 -0.00094875 6.00525e-05 -0.00306954 -0.0022255 -0.00371331 -0.000324296 -1.34874e-05 0.000395087 0.000148115 0.000605111 0.000252381 0.00055774 -4.29578e-05 -0.00353773 -0.000662399 0.000529692 0.000917933 0.000152171 -0.000461173 0.00284463 -0.00254576 0.00103717 -0.000422483 -0.00513917
internal_weight=460.638 185.486 275.152 77.0405 182.003 15.7765 12.4193 61.0253 4.5228 16.0152 8.98441 7.03081 166.226 102.003 96.1075 88.4615 82.3204 79.1838 62.7114 8.8291 64.2238 53.8823 49.2591 37.3244 31.5586 16.4724 12.6057 3.27061 61.649 7.64599
internal_count=2900 1527 1373 575 1471 286 106 428 115 147 87 60 1185 643 627 556 542 514 425 187 542 238 214 179 164 89 71 88 513 71
is_linear=0
shrinkage=0.00494411


Tree=200
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 0 2 2 0 0 1 2 0 0 1 2 1 0 1 1 2 2 0 0 1 2 0 0 0 2
split_gain=4.68763 6.01062 5.33419 3.10035 2.73651 3.07035 2.88588 2.66339 3.00623 2.63048 3.78296 4.10235 4.96095 4.4967 2.57654 2.44914 2.34945 2.21482 3.97613 2.43602 4.30424 3.79698 2.37616 3.79253 2.72883 3.02915 4.16358 2.54866 2.16046 2.40718
threshold=0.39167988980000007 0.47727612945000003 0.39388042275000007 37.186372654950006 0.34524415440000006 0.42314601355000009 44.921040431000009 41.24714903835001 0.52366695610000014 0.47796473160000008 0.34569324270000007 42.852084787850011 0.48181192180000004 0.47943175355000006 0.50663153795000015 37.572218886150004 0.34587287805000005 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54910032635000017 0.55240861050000023 0.43166372265000008 40.259171735100004 0.55754318735000019 0.56055207925000017 0.56859076075000015 34.997818021800008
decision_type=2 2 2 2 2 2 2 2 2 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 28 5 6 -1 8 -3 -9 11 12 13 -11 17 -7 -12 18 -5 -20 21 -21 -19 -24 25 -25 -27 -26 29 -4
right_child=2 7 3 14 -6 15 -8 9 -10 10 16 -13 -14 -15 -16 -17 -18 22 19 20 -22 -23 23 24 27 26 -28 -29 -30 -31
leaf_value=-0.0031358550649342098 -0.0051396560080626064 0.0015956022229156549 0.00097544724879499865 0.0019109848025867274 -0.0019603504166989523 0.0028746817045711549 0.00012559868225044224 0.0022469793245644323 -0.0015793373754276121 -0.0015273908694869805 0.0027625570827288087 0.00091853020852895623 0.00016047070642832639 -0.0078391245282670649 -0.0024132672052000321 0.00016815730389338587 0.00040092051845082831 0.0010051451713674552 -0.0052741824707277377 -0.0021788535004065674 -0.0050497049582301527 0.0046681267022686216 -0.0042527164502659236 -0.0054431078838801479 0.0021299450950840156 0.0031406868357775988 -0.0033306885502122361 2.9271439145572314e-06 -0.0046170634016262056 -0.0027175023273223325
leaf_weight=9.2432943945750612 3.9996618069708338 101.56474770605564 5.795048067346217 5.1155341304838684 16.41965623665601 7.2643059715628615 10.471694041043518 12.865861423313616 5.6997529864311209 3.8768445886671561 8.9496530666947347 9.5798027813434583 6.3320341780781737 4.3173316717147827 7.6950658960267893 36.206050649285316 51.429704066365957 52.504113890230656 4.0076903291046611 3.2635191548615676 3.5078628351911902 2.6604898050427437 3.858907150104641 3.1951177008450014 11.958482116460798 3.2188112027943134 4.0791829265654087 69.10521556250751 4.0622026352211824 7.1167759783565998
leaf_count=185 56 350 38 20 147 25 51 41 28 25 27 35 23 32 253 167 237 194 46 35 72 9 29 35 41 15 41 395 180 68
internal_value=0.0002301 0.000578669 -0.000277581 -0.000175842 -0.000413137 -1.10709e-05 -0.00140352 0.000964527 0.00142689 0.000455078 0.000182198 -0.00124243 -0.00266755 -0.0048529 -6.71012e-06 0.000620443 0.000750971 0.00010453 -0.00128086 -0.00249578 -0.00131521 0.000896145 0.000278313 -0.000121639 5.24768e-05 -0.00198879 -0.000476461 0.000316704 -0.0019113 -0.00106004
internal_weight=479.364 284.221 195.144 191.144 79.605 63.1853 19.715 204.616 107.265 97.3512 84.4854 24.106 14.5262 8.19418 174.17 43.4704 60.3794 166.475 18.5551 13.4396 9.43187 5.92401 147.92 95.4157 91.5568 10.4931 7.29799 81.0637 16.974 12.9118
internal_count=2900 1373 1527 1471 575 428 236 798 378 420 379 115 80 57 1185 192 264 932 182 162 116 44 750 556 527 91 56 436 286 106
is_linear=0
shrinkage=0.00425398


Tree=201
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 2 2 1 2 2 0 1 2 0 0 1 1 0 0 2 2 0 2 1 0 1 0 2 0
split_gain=3.56566 4.84992 4.4859 2.85219 3.93697 5.41247 3.8895 3.40312 2.82683 2.34468 2.33787 2.97037 5.4484 4.38177 5.50958 4.60864 2.57166 2.40036 4.91715 2.64054 2.27685 3.09643 2.0888 2.33146 2.02068 2.09156 2.0035 1.69497 1.6423 1.63094
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.3447651268000001 0.33672644530000007 0.4447920721000001 40.421032462050007 41.792045663550006 0.30560462260000004 37.186372654950006 41.24714903835001 0.47796473160000008 0.34569324270000007 42.852084787850011 0.48181192180000004 0.47943175355000006 0.34587287805000005 0.35585760905000008 0.47943175355000006 0.47814436690000012 43.968221017800005 42.718072821900002 0.56859076075000015 34.997818021800008 0.36254902550000007 0.52366695610000014 0.50663153795000015 0.42646926740000007 36.372781240150012 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 -5 -8 -1 22 17 -12 13 14 15 -13 -14 18 19 -4 21 -9 23 -3 -19 -26 29 -10 -25 -11
right_child=1 9 10 6 -6 -7 7 20 27 26 11 12 16 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.005352288990840233 -0.0060173029934095582 0.0013532903540097454 0.0024668167530348924 -0.007185803057681261 0.0020287563489552354 -0.0056463206141525767 0.0020724509912060447 -0.0012334553731230247 -0.00034725003378087725 -0.0013585620669254862 0.0027013806566302139 -0.0023869373380206978 0.0033686407597176538 0.0007439093080469875 -7.344157761683059e-05 -0.0098940607845599392 0.00045676802538599423 -0.0019059214837413338 0.0035207127664987799 -0.0019852092138378827 0.00034194294496488111 -0.0065360200062831329 -0.0054479121819896422 -0.0062878981294700476 0.0014988873665650289 -0.0017892842561299022 -0.0026775231581825164 0.0024464875126919278 -0.001124414118361908 0.00028593210641176083
leaf_weight=2.2670792285352972 3.7114749811589709 5.5913283582776767 5.9095780998468381 2.9987140260636833 19.984734831377864 5.0098593011498442 6.3750562276691225 6.4168104752898234 17.625545477494601 17.255674512125552 12.771910183131693 3.9451460465788859 9.1151241213083249 9.3659197539091092 6.1953441426157942 4.4259491413831711 51.14015057310462 6.0517530292272559 31.040406070649624 7.9959312006831169 5.7529033347964278 4.9960289485752583 3.5596798658370963 2.5165019687265158 49.260068289935589 5.4835531041026107 6.8737430088222018 8.0779752880334836 4.1826251596212387 141.72581194341183
leaf_count=91 56 38 18 51 74 42 26 39 133 182 41 25 27 35 23 32 237 27 95 35 27 63 180 37 175 28 253 29 31 750
internal_value=0.000242006 -0.000302072 0.00059948 -0.000417246 0.000259888 -0.00081197 -0.00176861 -0.00107855 5.39184e-05 -0.000185334 0.000998267 0.000431845 8.75394e-05 -0.00195113 -0.00368398 -0.00635609 0.000897262 0.00151765 0.00240263 -9.31825e-05 -0.00224877 -0.00355468 -0.00204116 -0.00105446 0.00086338 0.00116952 -7.98016e-06 0.000530752 -0.00306406 0.000107441
internal_weight=467.622 185.417 282.206 79.5047 52.9652 32.9805 26.5395 23.5408 27.9706 181.705 202.701 96.9595 84.1876 23.9324 14.5664 8.3711 60.2553 105.741 44.9459 13.9055 17.1657 11.4128 15.8501 12.2905 60.7954 54.7436 165.855 25.7035 6.69913 158.981
internal_count=2900 1527 1373 575 369 295 206 155 253 1471 798 420 379 115 80 57 264 378 148 53 129 102 286 106 230 203 1185 162 68 932
is_linear=0
shrinkage=0.00505046


Tree=202
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 0 0 2 0 1 2 2 2 2 2 1 0 1 0 2 2 0 1 2 0 2 2 0 2 1
split_gain=5.146 5.80084 5.05569 6.78509 4.37898 5.02733 4.32896 3.31846 4.6481 4.05701 3.01779 3.42704 3.42555 3.05802 2.68109 2.42922 2.40518 2.29426 2.93317 3.1805 5.17218 1.89022 3.93673 4.85633 3.78712 7.76951 5.27417 3.62051 4.64876 3.36418
threshold=0.5726475255500002 44.710446918150005 44.269496632500008 0.41932876265000008 0.51017933595000009 0.53136133645000017 0.5339660489000001 46.177190236600005 0.61802041855000012 0.5024400467000002 48.008184682100008 45.154229826150008 44.758188263300006 48.988717865950008 50.264779514000004 0.39745815990000005 0.68186581240000022 0.49242537650000007 0.61802041855000012 42.686561923500008 39.995120105550008 0.47886290830000006 0.34458549145000011 42.773538294100007 0.47778509625000004 40.305698932850007 40.421032462050007 0.47694679800000012 42.072181850200003 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 3 -1 10 -6 -7 -3 14 -10 11 12 -4 -12 -9 -8 -11 18 19 20 -2 22 -5 24 26 -26 -24 28 -28 -23
right_child=1 7 4 21 5 6 15 8 9 16 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 29 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0029145713151986089 -0.0043154407167945198 0.0032275335337921241 -0.0020623851878094558 0.001012845107534953 -0.0045661810412012307 0.0022590693950929252 -0.00033182211383997538 0.0024808405502129002 -0.0063904677509818335 0.00072565404425383492 0.002642487123346378 -0.0035614886822023608 0.0027056465170509376 -0.00065511541909009504 -0.00060333193872485092 -0.0038267425014678405 -0.00413910776621218 -0.0039393046848871256 0.0013364690114687462 -0.0053496084282567092 -2.197864926372875e-05 0.0010720970243502021 -0.0028748526091618709 -0.0028932879654123911 0.00096899929457395768 -0.0057136340655491872 -0.0036943793456031856 0.0025338437557718124 0.001596403838005431 0.00027953999962843025
leaf_weight=7.7618824597448102 5.5079129654914274 4.5759931206703213 4.0145970918238181 33.622970540076494 6.9402505774050978 4.3973589017987242 5.398008815944193 8.1374276243150252 2.3735661655664426 4.4008639752864838 9.1012358665466291 4.8281524758785954 4.070507600903511 6.44240429252386 7.0619498174637547 5.274410393089056 1.9750727564096449 6.0673523116856805 4.2668618075549594 3.2096800729632369 11.88472445309162 147.10344137996435 4.7483249139040735 9.9944064486771804 5.1960900574922544 4.2364637069404125 3.569006413221361 14.090282417833803 5.9273130558431149 140.41543161123991
leaf_count=168 109 15 33 132 103 14 37 29 18 31 26 47 21 30 63 43 58 280 39 27 59 537 50 86 17 38 26 40 29 695
internal_value=0.000187873 -0.000821592 0.000328402 0.000474253 -0.000760177 -0.00198689 -0.00079902 0.000369726 -0.000176324 -0.00230296 0.000188625 -0.00111991 0.000338117 0.00127572 0.00104787 -0.00205904 -0.000781302 -0.00192004 -0.0014274 -0.00199981 -0.00138164 0.000545555 5.27928e-05 -0.000623056 -2.22846e-05 -0.00203239 0.000646868 0.00135584 -0.000392034 0.000685036
internal_weight=486.594 59.4614 427.133 376.666 50.4669 22.01 15.0698 28.5249 23.9489 8.7495 28.4569 12.9133 8.0851 15.5436 15.1994 10.6724 6.37594 30.9365 24.8692 20.6023 17.3926 368.904 81.3849 47.7619 37.7675 9.43255 28.3349 23.5866 9.49632 287.519
internal_count=2900 728 2172 1818 354 197 94 214 199 107 157 101 54 56 92 80 89 514 234 195 168 1650 418 286 200 55 145 95 55 1232
is_linear=0
shrinkage=0.00366249


Tree=203
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 1 0 0 2 2 2 0 2 0 0 1 1 0 1 2 1 0 2 1 1 0 0 0 1
split_gain=4.77793 4.33948 4.33107 4.26674 4.17648 3.26297 3.1962 2.99378 6.32958 2.72347 8.84431 3.1347 2.43254 2.3371 5.00758 4.69574 2.85645 4.77559 4.17379 3.22378 2.16793 2.13122 6.09339 4.03463 6.31678 3.63395 6.54505 4.22374 3.15477 4.45481
threshold=0.54910032635000017 0.47727612945000003 0.4355408521000001 44.527357125550004 0.41865513010000005 0.50064369330000014 0.34524415440000006 0.53136133645000017 0.51017933595000009 41.169697216150006 40.823855932350007 49.842240509300005 0.42314601355000009 41.792045663550006 0.57944372925000021 0.62143349005000015 0.43706775245000007 0.44805544745000009 0.56915960600000015 0.45280081435000008 44.921040431000009 0.38906020780000011 0.53592706805000012 43.633733172900008 0.39584144190000009 0.39458399450000009 0.52366695610000014 0.52772372085000019 0.51929582950000019 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 21 7 13 12 8 -5 10 -2 -11 20 14 -4 -16 -15 18 -18 -19 -1 28 23 24 25 26 -23 -28 29 -3
right_child=2 3 5 4 -6 -7 -8 -9 -10 11 -12 -13 -14 16 15 -17 17 19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030026667994655721 -0.0035541205663866589 0.0012777282462127298 0.00028700221742686971 0.0009555321857859265 -0.0061445264523370905 -0.0023681912624911828 -0.0022259337273991498 0.0019786518344580245 -0.0056388638443469882 -0.0063147272575533432 0.0055751086161983316 0.00024706651749624659 0.00060282749343843465 0.0039866303404372519 -0.0056662409991026516 0.0011429656891267282 0.00069606646542491352 0.0041311017876298518 -0.0068583094567667199 0.00043281737953685073 6.6623388403568438e-05 0.0011634260117553907 0.0014809406219212975 0.0028912081596986312 -0.0040973464619318096 0.0036444853420673352 -0.0064934668097831379 0.00012952019137416751 0.0032841812665072565 -0.0011881383624872488
leaf_weight=8.7787847705185431 8.2532385755330342 145.23697976768017 29.056372393853962 7.4100139513611847 3.0065452363342038 12.263966782949863 16.642889162525535 7.0758064202964297 5.0756213404238224 5.820367030799388 2.9924785941839209 2.0329466685652733 44.100101679563522 5.3866656199097624 6.573722396977244 3.0770482942461967 2.898874193429946 6.0940960124135044 3.1673400476574898 24.443585101515055 10.410260599106548 12.684879496693616 46.226085592061281 5.1186317875981322 12.256113288924096 4.3852306678891173 5.2886894047260267 3.1976934745907784 13.824957825243471 16.929624564945698
leaf_count=185 84 530 151 39 58 360 152 29 67 56 6 21 192 14 117 37 11 18 33 133 51 44 163 26 116 13 53 21 40 80
internal_value=0.000235061 0.000485716 -0.00058729 0.000746221 -0.00115267 -0.000181911 -0.000451977 -0.000385435 -0.0017252 -0.00256041 -0.00112484 -0.00461611 1.45136e-05 0.000150348 -0.000656005 -0.0034952 0.000893648 0.000438482 -0.00324828 0.00117085 -0.00133754 0.000907845 0.00033482 -0.000899262 -0.00141237 -0.000124741 -0.000905465 -0.00399791 0.00119814 0.0010203
internal_weight=479.71 367.649 112.061 287.717 22.568 92.9617 79.932 19.5614 12.4856 19.099 11.2457 7.85331 63.2891 80.6977 38.7071 9.65077 41.9906 36.6039 6.06621 30.5377 19.189 265.149 89.1573 42.9312 37.8126 25.5565 21.1713 8.48638 175.992 162.167
internal_count=2900 1859 1041 1279 193 874 580 135 106 167 90 77 428 514 305 154 209 195 44 151 236 1086 436 273 247 131 118 74 650 610
is_linear=0
shrinkage=0.00454921


Tree=204
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 1 0 0 2 2 0 2 0 0 1 2 2 2 0 1 2 0 0 1 2 0 0 1 0
split_gain=1.55813 4.09052 2.23426 2.11838 2.89716 4.22726 2.29332 4.66047 2.01068 1.89947 1.54909 1.78603 2.1205 1.73202 1.54738 1.50199 1.44123 3.06565 1.43139 2.53211 4.02843 3.95339 4.13159 4.51385 2.40026 1.77646 1.76815 1.66079 3.52324 2.27443
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.3447651268000001 0.34500464060000008 0.34512439750000007 0.33672644530000007 0.4447920721000001 0.42646926740000007 40.421032462050007 37.186372654950006 0.56859076075000015 34.997818021800008 0.52975958800000011 0.54511840960000013 0.30560462260000004 42.072181850200003 38.115457128050004 41.24714903835001 0.47796473160000008 0.34569324270000007 42.852084787850011 0.48181192180000004 0.47943175355000006 0.34587287805000005 42.027086531450003 0.52366695610000014 0.47943175355000006 0.35585760905000008 0.47814436690000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 8 15 -7 11 12 -3 -14 -15 -1 17 -8 26 -20 21 22 23 -21 -22 -26 27 29 -29 -4
right_child=1 10 18 4 5 9 16 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 20 24 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.021959913386138303 -0.024435018752323637 0.0061540198496663158 0.0085562300408111268 -0.022430881075961809 0.019304534177787085 -0.026174128377946977 0.012331418215505922 -0.022409127984855989 0.0098924559304461226 -0.0047332445168171006 9.7507210114947007e-05 -0.0224596708416121 0.0058332876762566786 -0.029438662335533518 -0.0048465867506248782 -0.0010072672435377573 0.014327399324852321 -0.0092169223819108075 0.0097980570997624264 -0.0078201915550669236 0.012744682895646644 0.0028733607041383541 -0.0016360710136357321 -0.039401464172306007 -0.008104406547794641 0.0025963293296678452 -0.007175345089300132 0.01244133799181452 0.0031764925139118093 -0.0090013719428313106
leaf_weight=1.6559665370732641 3.1995515413582316 5.3754737544804794 5.6068609878420812 4.1679744888097074 3.1045160628855255 2.0599182662554112 6.2425294863060135 4.427149359136819 7.6677032187581053 15.488009690307079 159.08389527676627 2.7011563098058096 1.7742926254868505 2.5517803952097893 2.0147609133273363 16.560173400677741 7.02537578344345 5.434017039835453 12.279978826642035 3.7300690189003962 8.6690664105117303 9.2159039452671987 5.9825665876269332 4.2723050117492676 8.2530355080962163 39.494813883677125 5.3311683833599082 27.662850618362427 52.032262019813061 7.7117937356233597
leaf_count=91 56 38 18 31 12 42 26 42 29 121 1185 180 19 25 24 133 23 25 41 25 27 35 23 32 43 194 28 95 202 35
internal_value=0.00059206 -0.0009326 0.00161225 -0.00148493 -0.00647794 -0.0032584 0.00104356 -0.00252059 0.000881129 -0.00725015 -0.000499191 -0.00708322 -0.00353823 -0.0117549 -0.0185886 -0.002912 0.00682014 0.00230328 0.00281427 0.00093199 -0.000435482 -0.00779335 -0.0148226 -0.0246808 0.00259036 0.000746748 0.00457316 0.00524653 0.0063924 -0.00161001
internal_weight=440.777 176.701 264.076 73.8333 24.8204 20.6524 49.0129 30.311 25.8838 17.5479 173.501 14.4175 11.7163 6.34083 4.56654 18.2161 18.7019 11.6765 190.243 91.8977 79.6178 23.2008 13.9849 8.00237 56.4169 47.7478 98.3449 93.0138 79.6951 13.3187
internal_count=2900 1527 1373 575 206 175 369 295 253 163 1471 286 106 68 49 224 74 51 798 420 379 115 80 57 264 237 378 350 297 53
is_linear=0
shrinkage=0.0209766


Tree=205
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 2 2 2 1 0 1 2 0 0 0 2 1 2 0 1 0 0 1 1 0 2 1 1 0 0
split_gain=5.31889 5.6459 4.16603 5.76713 3.80323 3.41291 4.65524 3.58663 2.48322 4.38962 2.98237 3.58831 6.43455 2.82464 2.29735 2.54843 2.11817 5.67597 2.04552 4.94018 2.90715 2.89305 6.16611 2.52879 5.99399 5.79556 4.00043 13.0223 3.72661 3.45802
threshold=0.5726475255500002 39.995120105550008 44.269496632500008 0.41932876265000008 0.41865513010000005 47.833738492450003 45.90502654165001 48.988717865950008 0.48627286610000009 0.61532588845000014 0.48363821445000005 40.922041107600009 0.58258734765000009 0.61802041855000012 0.61038591660000019 46.650420857800007 0.31100865245000009 50.065525775750011 0.47305469895000007 0.34392682850000006 0.47470135625000004 0.47670728420000003 0.3447651268000001 0.39078171310000004 0.53592706805000012 43.633733172900008 0.40621538280000008 0.41753240920000007 0.5317655160000001 0.54910032635000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4 -7 10 -10 11 -3 -13 -11 15 -14 -9 -18 19 -5 -20 22 -22 -23 25 28 -26 -28 -25 -29
right_child=1 8 4 18 -6 7 -8 16 9 13 -12 12 14 -15 -16 -17 17 -19 20 -21 21 23 -24 24 26 -27 27 29 -30 -31
leaf_value=-0.0029730768445865629 -0.003503608521747231 0.0026837657545873209 -0.00011910898146071462 0.00042604527946996372 -0.0037521964505118741 0.0019811615673315233 -0.0039693529392414899 0.0013469632484934813 -0.0046284451427078908 0.003672458780773602 0.0030012713730391168 -0.0056793505488664901 -0.00054110911001802335 -0.0011041951258183472 -0.0024223265951201318 0.0030249668135482405 -0.0060792389001098988 0.0012479638508736065 0.0029263385596610594 -0.0035241864656177331 0.0018830222429166812 0.00091822367007513602 -0.0040232997624433204 -0.0014182489864813909 0.0027729704917530645 0.0024881604141184545 -0.0059010499591913759 0.00175405824936216 -0.0056316679344526081 0.00010989415781699331
leaf_weight=7.1023231260478488 10.258431893773375 5.1244445443153444 13.356510076671841 20.824051912873987 5.4875624310225239 13.494109347462656 7.2860654294490805 3.4451661929488164 4.849426542408767 2.206792837008833 5.2271440774202338 3.5543032735586193 7.479305602610113 11.777212684974073 4.187084272503852 5.0329364575445652 3.1837410517036915 3.1649448126554489 8.0981943458318693 6.1584337353706351 4.7729693427681905 196.74178662896156 5.9760206490755081 22.003434779122479 12.123353965580462 5.1328223310410968 4.663039317354559 31.734769016504288 3.6781773567199698 48.635451894253492
leaf_count=168 281 19 91 92 73 46 75 13 94 10 15 35 39 189 26 20 27 29 23 74 15 738 58 171 35 24 44 99 31 246
internal_value=0.000195536 -0.000887769 0.000346966 0.000485401 -0.000710928 -0.00033103 -0.0014781 0.000685742 -0.000344987 -0.00145195 0.000336205 -0.000212722 -0.000945572 -0.000350399 6.19702e-05 0.000893313 -0.00109911 -0.00242648 0.00055169 -0.000475548 0.000632368 0.00057699 -0.00140066 0.000642457 0.000218494 -0.00127049 0.000690743 0.000393876 -0.0020217 0.000759104
internal_weight=486.76 59.6971 427.063 377.645 49.4181 43.9305 20.6426 23.288 49.4387 18.8334 30.6052 25.3781 20.2536 13.984 16.6993 12.5122 9.79385 6.34869 370.543 26.9825 343.56 335.462 10.749 324.713 127.971 30.8144 97.1566 85.0333 25.6816 80.3702
internal_count=2900 728 2172 1818 354 281 166 115 447 293 154 139 120 199 85 59 69 56 1650 166 1484 1461 73 1388 650 226 424 389 202 345
is_linear=0
shrinkage=0.00387461


Tree=206
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 0 2 2 1 0 2 0 1 2 0 2 0 1 1 2 0 2 1 0 1 1 0 0 0 2
split_gain=6.74704 5.73788 5.25363 7.0511 3.96429 4.02195 3.81881 2.99049 2.79307 4.77677 3.09996 3.58349 2.84011 3.40191 6.41113 2.73444 2.56687 4.70586 3.37483 4.65688 4.35338 4.59582 6.85708 4.09186 4.5922 3.65738 7.12408 4.25107 2.82448 2.62949
threshold=0.5726475255500002 39.995120105550008 44.269496632500008 0.41932876265000008 0.47943175355000006 0.47727612945000003 48.315732392000008 45.027406014450008 0.48627286610000009 0.61532588845000014 45.027406014450008 0.63075955810000017 0.48363821445000005 40.922041107600009 0.58258734765000009 44.758188263300006 0.47305469895000007 0.34392682850000006 0.38906020780000011 41.24714903835001 0.53592706805000012 43.633733172900008 0.39584144190000009 0.54475913895000005 0.41917906650000009 0.39458399450000009 0.52366695610000014 0.52772372085000019 0.52898116820000018 38.386256906100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -4 12 -10 -11 -12 13 -3 -15 -6 17 -5 19 -18 21 22 25 -22 -25 26 -20 -28 -24 -26
right_child=1 8 4 16 15 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 18 -19 20 -21 23 -23 28 24 29 -27 27 -29 -30 -31
leaf_value=-0.0022826122757792842 -0.0026072887463983599 0.0018940619076789752 -5.0785180176675245e-05 0.0002718776475065472 -0.0041876882330629996 0.0028683708008002866 0.00074590775802503291 -0.0038039420122605769 -0.0034673878249152053 -0.0031893870941689662 0.0027426471118532341 -0.00068487079910543207 0.0021314667189049428 -0.0041991085842190143 4.335089784807762e-05 -0.0010124102933812777 0.0011763187290754174 -0.0025457976573733513 0.00080883275611220182 0.00032939806103828928 0.0013146762104527812 0.0019654504340580088 -0.0012868309346113561 -0.00262818544024331 -0.0010812003609276797 0.0023052871849735643 -0.0040657248517625118 2.6240964590529402e-05 -0.0039695553186236045 0.0005658379336521027
leaf_weight=7.752512050792574 10.728176088072358 5.1675619930028978 3.446134662255651 20.621967472136024 2.4105537645518806 4.109724022448062 11.676857374608515 3.4507366865873337 5.2735018990933922 2.5101538980379692 3.4601242020726195 8.7223732490092498 5.2782493382692328 3.5069154314696815 16.524619333446026 25.541145587339997 106.35855836421251 6.2799033802002659 12.913626387715345 104.57419034466147 34.417324662208557 5.1804476752877227 6.4872462525963766 4.6559930481016627 9.3209740724414569 4.4262537136673918 5.4564608708024007 3.3144451677799225 6.2660185098648071 50.656594358384609
leaf_count=168 281 19 25 92 27 10 42 35 94 90 10 99 15 35 85 215 350 74 44 438 110 24 61 41 79 13 53 21 56 194
internal_value=0.000172063 -0.000714675 0.000295535 0.000408019 -0.000567908 0.000317265 -0.000247207 -0.00192862 -0.000312159 -0.00114068 -0.000305571 0.000288627 0.000230615 -0.000167541 -0.000699375 -0.00128625 0.000462777 -0.000385873 0.000527264 0.000756441 0.000189442 -0.000555986 -0.000892085 0.000520908 9.82271e-05 -5.54845e-05 -0.000537366 -0.00251941 -0.00260492 0.000309876
internal_weight=500.489 61.1717 439.318 388.683 50.6352 22.6835 18.5737 6.89687 50.4435 19.9662 14.6927 12.1825 30.4773 25.1991 20.0315 27.9517 380.93 26.9019 354.028 210.933 143.095 44.0445 38.8641 99.0509 64.6336 26.1108 21.6845 8.77091 12.7533 59.9776
internal_count=2900 728 2172 1818 354 112 102 60 447 293 199 109 154 139 120 242 1650 166 1484 788 696 272 248 424 314 131 118 74 117 273
is_linear=0
shrinkage=0.00284985


Tree=207
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 2 2 2 0 2 0 0 0 1 0 2 2 0 2 1 0 0 1 2 2 2 1 1 1 1
split_gain=6.64961 6.5969 5.40093 4.16894 4.01132 3.5759 3.15943 3.12154 8.23949 4.32138 3.76385 7.02692 2.67184 2.60193 2.98313 2.48722 2.36009 2.03674 2.43345 2.00399 9.02147 4.44056 2.58579 1.94086 2.87488 3.46047 1.93042 1.87711 7.19715 3.99538
threshold=0.39167988980000007 0.47727612945000003 0.39388042275000007 0.50663153795000015 0.52366695610000014 37.186372654950006 42.049402686800001 43.124157941850008 0.48077901860000011 43.57842012870001 0.5089817670000002 0.53321756835000012 0.52324780695000006 0.34518427590000006 0.42314601355000009 44.921040431000009 37.572218886150004 0.54317236010000014 35.616518500750011 0.34193587020000005 0.4447920721000001 0.47577916830000005 0.34494476210000008 40.421032462050007 42.207998345450008 44.758188263300006 0.34545372890000009 0.39971857130000005 0.39584144190000009 0.40367054880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 4 -4 17 12 8 26 -9 -11 -12 -3 14 15 -1 -16 18 -6 20 -18 -21 -23 -15 -25 -26 -8 28 -7 -29
right_child=2 6 3 -5 5 27 7 9 -10 10 11 -13 -14 23 16 -17 19 -19 -20 21 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.002449040156842839 -0.0042855551129747909 0.0012886452353568492 -0.0029735064004213435 -0.0024061441781669398 0.0019206553528417106 0.0017267553289116 -0.0019595162874728764 0.0027310823354225805 0.00051272604988166306 0.0011205301294140808 -0.0048741287640417172 0.0015645890243712363 -0.0009550013983361049 -0.0044388243898113985 0.0023238864200445537 7.0400781767324382e-05 0.001135370538604903 -0.0026762185652115448 -0.0022073007778604689 0.0020112519423482076 -0.00506412032373613 -0.0031383118729575638 0.00076319663450120565 0.00090659814628491256 -0.0034231260611345881 0.0013853239172924899 -0.005315850054009693 0.0024767202338949195 -0.0029456161784310766 0.00014339505022578292
leaf_weight=9.223833257332446 4.1412776336073867 135.59374193102121 5.8084928337484589 10.185897901654242 3.5527140200138119 7.2090638913214233 4.6896682977676374 11.876185797154902 25.035099387168884 16.626574344933037 4.4010857157409173 4.0883566737174988 6.9784530699253073 2.4106583856046226 7.7036608383059493 10.45154047757387 8.8199057802557927 9.1117263091728073 3.5903919041156769 14.235602252185346 4.3990892991423598 4.3177445232868177 4.1811859607696533 5.9603997580707064 7.374690452590583 2.5079416036605835 3.9456716552376747 9.8483940996229631 9.6280249804258329 134.47703418694437
leaf_count=185 56 454 75 319 14 30 29 33 94 59 48 15 33 40 25 51 34 168 30 44 40 24 16 29 77 10 33 32 84 719
internal_value=0.000212214 0.000548606 -0.000289804 -0.000204248 -8.18401e-05 1.28306e-05 0.000875797 0.000264392 -0.000514633 0.000973463 0.000142368 -0.00177336 0.00117883 -0.000306546 3.24802e-05 -0.00111072 0.000547694 -0.00156793 -0.00015421 0.000167115 -0.00092773 0.000803712 -0.0012189 -0.00148282 -0.00103304 -0.00220287 -0.0034931 0.000172266 -0.000945067 0.000302615
internal_weight=492.374 294.821 197.553 193.412 183.226 177.417 213.235 70.6626 33.6704 36.9922 25.116 8.48944 142.572 81.5863 63.3326 19.6754 43.6572 16.2548 7.14311 35.9535 13.219 22.7345 8.49893 18.2537 15.843 9.88263 8.63534 161.163 16.8371 144.325
internal_count=2900 1373 1527 1471 1152 1077 798 311 156 155 122 63 487 575 419 236 183 212 44 158 74 84 40 156 116 87 62 865 114 751
is_linear=0
shrinkage=0.00353616


Tree=208
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 2 1 1 0 0 1 0 1 0 0 1 0 2 1 2 0 0 2 1 1 2 0 2 0
split_gain=1.66886 4.34589 2.42187 1.56444 2.38559 1.34269 2.78703 1.98978 1.63575 3.11102 1.57678 3.11636 2.42125 3.45614 3.20411 1.64503 3.81948 3.29533 3.32497 3.60842 9.11945 4.74222 4.48201 3.49644 3.22372 3.20159 1.91136 2.88834 4.07018 3.52496
threshold=0.48627286610000009 0.61532588845000014 0.68186581240000022 45.027406014450008 37.272044000450002 0.48363821445000005 49.275256100300005 0.39745815990000005 0.46613873835000008 0.60665848330000005 0.47727612945000003 0.34524415440000006 0.4622167001000001 0.35675578575000005 0.47706655490000011 0.50579323975000012 0.37668033890000002 0.50356276755000018 38.592454371550012 0.35585760905000008 40.660558922250004 0.48041974790000003 0.49967066855000003 37.020641110850008 0.34988473400000003 0.36998892250000009 38.703421923500009 0.56369569775000017 33.151194885250007 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 8 -8 10 -10 11 -1 -13 14 -14 17 25 18 23 24 -21 -22 -23 -12 -20 -17 27 29 -29 -18
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 15 12 13 -15 -16 16 26 -19 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00051020380342066656 -0.020512132372395322 0.010628358989603317 -0.019141248812554894 0.0066845660434779446 -0.020243991831718558 0.0098506322354993993 -0.0030916221263138778 -0.02058254249199809 -0.014778668480713178 0.0056954739650423823 0.0026906033417070027 -0.021577214527077376 -0.022672831720800653 0.010293292586175619 0.00045877827528537801 -0.00036109180858458152 -0.0048326515201617473 0.01346664521377128 0.0014354796220466749 -0.034680434117112337 0.020360626326751396 -0.021136426953462639 0.0079192596035196922 0.018066368795804082 0.014718890333162586 -0.01902656823151198 0.0021315426778642939 0.014879162193987718 -0.022807164199409966 0.0065193541320307654
leaf_weight=56.493278838694096 4.2358841914683607 1.3339294996112578 1.8148244693875302 8.9870121628046018 1.9396173381246624 5.0557161979377261 6.0036007147282344 3.1216887179762125 5.7019188567064685 3.9788049045018852 11.148695118725302 3.510177523829042 3.8456401415169221 3.3895486202090979 3.7200803756713867 5.9884022828191501 22.312520068138838 8.9038638686761242 93.445959165692329 3.0344320163130751 2.752959728240965 3.5277717662975192 3.1944748368114233 8.0365873873233777 6.1487793102860442 5.6297371983528137 135.95454264897853 1.160352149978279 4.1112147564999759 14.092908391728995
leaf_count=415 127 46 129 49 99 20 45 78 82 29 42 64 51 20 16 37 137 35 373 22 6 39 22 22 22 46 651 16 75 85
internal_value=0.000521003 -0.00473145 1.76303e-05 0.00285355 -0.00766389 0.0007477 0.000637917 -0.00907513 0.000854055 -0.00636374 0.00102856 -0.00137421 -0.00873358 -0.00461835 -0.011299 0.0015461 0.000465332 0.00300504 0.00229555 0.00112567 -0.00786994 0.000716118 -0.00732889 0.00913141 0.00225557 -0.00940572 0.00111096 -0.0022183 -0.0145118 -0.000438176
internal_weight=442.575 18.3113 14.0754 12.2606 3.27355 424.264 419.208 9.12529 410.083 9.68072 400.402 70.9587 14.4654 10.9553 7.56572 329.443 189.25 140.194 131.29 112.104 12.5096 9.47521 6.72225 19.1853 99.5947 11.6181 177.632 41.677 5.27157 36.4054
internal_count=2900 450 323 194 145 2450 2430 123 2307 111 2196 566 151 87 67 1630 1047 583 548 484 89 67 61 64 395 83 964 313 91 222
is_linear=0
shrinkage=0.01777


Tree=209
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 1 1 2 1 0 0 1 1 1 1 1 2 0 2 2 0 1 0 2 2 2 0 1 1 1
split_gain=1.52472 2.22854 1.90964 1.23131 3.69045 3.98616 6.39861 2.80316 2.18435 4.77363 3.66271 4.86714 4.16446 3.16333 2.69404 6.23856 2.50109 2.49204 2.03238 2.94369 1.56913 1.49737 4.26188 1.35775 4.38484 2.74851 2.80926 2.49181 5.67213 2.83027
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.511241581900002 0.44805544745000009 0.55754318735000019 0.55335169605000012 0.4211999641000001 0.41640968835000008 0.45280081435000008 0.43706775245000007 0.43625939340000008 42.34047585750001 0.54279811980000015 44.710446918150005 42.654057868200006 0.6003263375500002 0.48627286610000009 0.61532588845000014 40.259171735100004 40.496232821400007 40.036761086100007 0.51484985480000012 0.34515433670000012 0.32272985840000007 0.3453938505000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 23 -6 -7 -8 9 10 11 12 16 -10 15 -11 -5 -13 19 -15 -21 -20 -23 25 -25 -1 -27 28 -26 -29
right_child=1 2 -4 8 5 6 7 -9 13 14 -12 17 -14 18 -16 -17 -18 -19 21 20 -22 22 -24 24 27 26 -28 29 -30 -31
leaf_value=0.0015668628039089152 -0.02871725321070041 0.0032223467851537264 -0.023394273404568906 -0.016693083094258914 -0.027515407878533443 0.035976727782750295 0.010136928985207122 -0.027960252715524599 0.019708081968685513 -0.02789830709839073 0.019869581275622061 -0.033081071569343083 0.017923526011458864 0.0068972273618993635 -0.033525065898114048 0.018158179197048048 -0.00069732527513211647 -0.0039680665579048232 0.012269567934672758 -0.031382274390997222 -0.0046407136337491516 -0.025972408312968636 0.012804811368153044 0.015766207853630643 0.017897919092365273 -0.0020303483429195647 -0.027626177193433295 0.014712655772579436 -0.010329245860137606 0.0025484397500956215
leaf_weight=134.42359801381826 1.9804640482179801 5.8433303972706199 1.6522674872539935 4.8862710483372203 4.2147320364601892 1.7057311101816592 1.426384308375418 2.6145471301861107 5.514194160699847 3.3222382199019176 3.9775046966969958 3.3885060232132664 5.5971258878707877 3.5922552873380509 3.1636459846049547 2.4357417225837708 106.02049502823502 2.4001632947474718 8.0881686285138112 2.4495844356715679 1.8331907014362512 2.2250867066904894 3.4610460661351681 13.316946518607436 4.3086749445647028 5.9326345138251764 3.1300616264343262 10.544356568716465 16.161072803661227 68.629651188850403
leaf_count=746 33 120 129 39 91 7 40 77 18 43 15 73 17 24 35 7 681 13 30 24 26 39 15 48 38 30 20 34 82 306
internal_value=0.000579339 -0.00809385 -0.0026448 0.000771025 0.00168551 -0.0113687 0.000473733 -0.0145126 -0.000729559 -0.00186611 -0.000774257 -0.00144569 -0.000473611 0.00492703 -0.0173194 -0.00841548 -0.00140206 -0.0210099 0.00116222 -0.00769575 -0.0199359 0.00622649 -0.00236942 0.00219259 0.00398525 0.000781304 -0.0108706 0.00241077 -0.00438771 0.00416846
internal_weight=438.24 9.47606 7.4956 428.764 266.408 9.96139 5.74666 4.04093 162.355 135.192 126.27 122.293 116.504 27.1635 8.92163 5.75798 110.907 5.78867 21.6493 7.87503 4.28278 13.7743 5.68613 256.447 112.961 143.486 9.0627 99.6438 20.4697 79.174
internal_count=2900 282 249 2618 1519 215 124 117 1099 923 838 823 737 176 85 50 720 86 158 74 50 84 54 1304 508 796 50 460 120 340
is_linear=0
shrinkage=0.0218597


Tree=210
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 2 2 1 0 2 1 0 1 2 2 1 2 2 0 2 1 2 0 0 2 2 1 2
split_gain=1.39792 3.76229 2.00072 2.17181 3.70531 1.86457 2.97768 2.18116 4.09872 3.38152 2.5999 2.06743 1.77935 1.51727 1.44768 1.36561 5.13546 3.93565 1.9955 2.88301 5.35205 1.8777 2.35004 2.63872 4.62014 2.01034 3.068 3.91767 2.29193 1.94129
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 43.124157941850008 42.801286935650005 42.487106141350004 41.621607100200002 0.35877668335000007 0.49320379630000005 42.027086531450003 0.3453339720000001 0.52366695610000014 0.39971857130000005 42.178283198950005 42.686561923500008 0.34479506600000004 42.773538294100007 43.45354240915001 0.47886290830000006 41.134354310300004 0.34569324270000007 41.289992964000007 0.47778509625000004 0.42314601355000009 39.56957118270001 40.166811829450005 0.31100865245000009 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 5 -5 6 7 8 9 10 12 -10 -4 14 -3 21 17 -17 -18 20 -20 25 23 -23 -25 28 -27 -28 -1 -29
right_child=1 13 3 4 -6 -7 -8 -9 11 -11 -12 -13 -14 -15 -16 16 18 -19 19 -21 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=0.010958366637570471 -0.02094068394398995 0.0017722052218311639 0.013302091221773315 -0.016630508580679347 0.0048611592876316471 0.010793507067747119 -0.01024812352898093 0.013122662127905796 -0.015389689784185073 0.0018826697931499852 0.020318630054587079 -0.00028626600390611797 0.001653884512065871 -0.00020716934061452031 -0.020474482741763396 0.0033925297958531707 0.013895056351293894 -0.020685549300741124 -0.020612262176657799 0.0019036574183680188 0.0049911022076046894 0.012971151030435167 0.01374535088492942 0.0042946715149187039 -0.016841039712908977 0.0046159680089643699 -0.01843059756285555 0.0080217371113507682 -0.021610748835921092 -0.0052987532765206829
leaf_weight=0.94886135309934561 3.0187912704423061 1.6180603876709927 7.4955895468592706 4.8532141204923374 5.8358697295188904 10.971149310469626 5.3820184394717208 7.4011616110801688 5.3680332377552968 54.411910176277161 6.1057382225990287 6.7676675245165825 10.261916149407623 166.78112868778408 2.3981062080711126 3.1686790175735933 3.2855117022991172 7.6691542863845825 5.8966086152940971 32.671663632616401 4.9693958908319473 5.4521042611450019 7.4388235732913008 12.349956423044206 4.7223494946956626 23.9419717900455 5.2910876180976656 5.7796676754951468 2.8793194047175348 9.6433145180344564
leaf_count=8 56 12 25 54 24 37 28 22 30 221 24 29 42 1396 63 25 17 66 90 193 18 20 25 70 27 112 30 20 72 44
internal_value=0.000434254 -0.000828462 0.0012753 0.0029368 -0.0048968 0.00367024 0.00291293 0.0036371 0.0028606 0.00438426 0.0100883 -0.00696702 0.00657069 -0.000472984 -0.0115116 -0.000248822 -0.00237218 -0.0136458 0.00023724 -0.000793428 -0.00890297 0.00131191 0.00488863 0.00196364 -0.00155165 -0.000898506 0.000185034 -0.00493638 -0.0135381 -0.000306981
internal_weight=434.779 173.816 260.963 124.854 10.6891 114.165 103.194 97.812 90.4109 78.2752 23.8632 12.1357 17.7575 170.797 4.01617 136.108 57.661 10.8378 46.8232 43.5377 10.866 78.4475 29.9632 22.5244 17.0723 48.4842 44.656 20.7141 3.82818 15.423
internal_count=2900 1527 1373 536 78 458 421 393 371 312 91 59 67 1471 75 837 409 91 318 301 108 428 142 117 97 286 206 94 80 64
is_linear=0
shrinkage=0.0181742


Tree=211
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 1 0 1 0 2 2 2 0 0 1 1 2 2 0 0 0 0 0 2 2 2 1 2 1
split_gain=1.36169 1.45872 1.51123 2.13465 1.08144 1.36653 1.82004 4.46815 1.71342 2.1333 2.77566 1.91752 1.80883 1.75001 3.02067 1.64441 6.02427 3.20323 3.78884 2.42197 5.65625 1.88569 3.53803 5.32174 3.31864 1.90487 3.23275 1.61393 1.61277 1.59907
threshold=0.50064369330000014 48.315732392000008 48.988717865950008 0.66697104880000013 32.785955158400007 34.997818021800008 0.34193587020000005 0.4622167001000001 0.34491482290000003 0.47694679800000012 43.968221017800005 43.19689381845 39.039757512550004 0.47961138885000004 0.47577916830000005 0.35585760905000008 0.34988473400000003 39.56957118270001 40.380906245900007 0.47976108500000009 0.48759019190000008 0.47778509625000004 0.47997065955000012 0.47886290830000006 42.37975859965001 41.322103772800006 41.872669623500009 0.34392682850000006 43.279086095950007 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 27 7 -7 11 10 -10 12 -8 14 -14 16 17 -11 -19 -17 -21 24 23 -23 -20 -24 -27 -6 29 -28
right_child=1 2 3 -5 5 6 8 -9 9 15 -12 -13 13 -15 -16 19 -18 18 21 20 -22 22 25 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0073253225085963547 -0.014436057047117864 0.011338054152066745 -0.024352183619749307 0.0073306135273184846 0.019174146404320469 -0.0013482314226721927 0.011225164842657483 -0.023397082157494829 -0.011632696275973145 0.013074273691419941 0.0069497326198148801 0.015513787546622625 0.0061327627237544096 0.0083750292965635107 -0.0095677392548655805 0.016644724555130032 0.016402065773672071 -0.015049389850296763 0.014134780208823769 -0.024017763312124418 2.6269035871663599e-05 -0.02634710294252272 0.0089691002710923107 -0.00083610154184893541 -0.0031804055792402654 -0.011826028978031724 -0.0071777896772941673 0.0033119523336267616 0.010379592302701459 0.0036334242138769965
leaf_weight=5.6435001213103524 4.1540000296663475 2.1888540163636208 1.4138822006061675 1.3713693795725701 2.5536740981042376 27.013714450411502 6.7169110719114569 3.3858051300048819 9.8303560884669405 6.8027822002768508 3.5932253599166861 4.6087574511766425 7.1743359863758149 6.6414202824234954 9.0990812927484495 2.7901704162359229 9.486474581062792 5.0361778438091269 8.6859932318329793 3.2489261776208869 225.8975475365296 3.9020117968320838 10.135836165398358 8.525382347404955 6.2170610390603533 6.157730244100093 6.5867797136306825 11.814823263324795 6.7241008952260009 13.993037857115267
leaf_count=127 283 11 26 40 8 245 26 30 121 21 16 12 25 22 45 7 34 26 23 27 1365 39 35 39 33 29 31 86 20 48
internal_value=0.00039238 -0.00652142 8.82984e-05 -0.00875258 0.000541836 0.000648403 0.000452561 -0.00380396 0.000800537 0.00040941 -0.00665855 0.00465708 0.00296848 0.000548245 -0.00264598 0.00070207 0.00274527 0.00117997 0.000114804 -0.000110617 -0.000314636 0.00119153 -0.000330021 -0.00884617 0.00691146 0.00209749 1.60199e-05 0.0061311 0.0026867 0.000173185
internal_weight=431.394 9.12811 4.97411 2.78525 422.266 416.622 402.254 30.3995 371.854 337.614 13.4236 34.2405 29.6317 22.9148 16.2734 324.19 92.2534 82.7669 75.9641 231.937 229.146 70.9279 56.0249 12.4274 14.9031 43.5975 33.4616 14.3685 27.3039 20.5798
internal_count=2900 360 77 66 2540 2413 2319 275 2044 1914 137 130 118 92 70 1777 378 344 323 1399 1392 297 241 78 56 163 128 94 99 79
is_linear=0
shrinkage=0.0180931


Tree=212
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 1 0 2 0 1 2 0 2 0 0 1 1 1 2 0 0 2 2 2 1 2 2 1 1
split_gain=1.25623 1.37275 2.20403 1.02736 1.42287 2.76817 1.08984 2.5324 0.974329 1.9493 3.04152 2.35346 3.1512 1.8595 2.1402 2.57895 4.69329 3.19756 1.95306 2.5774 1.68821 1.64278 1.46997 1.13611 1.41274 1.97243 1.7206 3.14575 3.10764 3.65193
threshold=0.50663153795000015 48.315732392000008 48.988717865950008 31.796797363700005 0.52029879345000019 0.52428071015000011 0.30949672165000003 0.37331217625000007 42.599563320500003 0.57600071855000012 0.47536001915000009 41.792045663550006 0.62143349005000015 43.19689381845 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.34581299960000006 0.34515433670000012 42.929886289700008 0.56859076075000015 0.58626987215000004 43.542456167850005 43.740100730350001 44.157169339850007 0.47106374065000006 47.833738492450003 48.988717865950008 0.41367024935000007 0.37668033890000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -5 9 -8 21 12 -12 14 15 16 17 18 -10 -20 -16 -11 -15 -24 -25 26 28 -28 29 -26
right_child=1 2 -4 6 5 -7 8 -9 13 10 11 -13 -14 22 20 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.023798825155440437 -0.020663908346607932 0.011082051531965308 -0.021271084979571902 0.013587592908378382 0.023107201256694441 -0.022648918629500154 0.0017116080769869826 -0.021596689981285229 0.0013731436855015727 -0.0056282048034367767 -0.023555715494563177 0.02185648223713477 0.01056093027897515 0.0064127040125483061 -0.020307581567793623 0.013444298460275898 -0.024900071719939524 0.014223812625529044 -0.029901990429061796 -0.0006021547380612879 -0.0010090370401307815 -0.024339869054070384 -0.0095842253752599985 0.0055904397934981231 -0.0054604520635154136 0.0056784888142795628 0.0066392778247882167 -0.0069696570120562551 0.0026918407021689046 -0.025977873012339735
leaf_weight=1.607924134936183 2.2802699706517151 2.1980764940381055 1.3085887171328066 1.180775195360183 1.064583867788315 0.99783171946182836 271.63237122725695 2.4511759141460061 6.4636388272047132 3.817299531772731 1.8484197501093147 1.9921073764562605 2.4559427779167891 14.46453429199755 5.2441383153200141 3.5973462760448447 3.6518560918048015 4.3943699281662694 2.3580611012876034 2.3204449228942394 2.6622532196342945 3.5069189150817692 4.9358562296256414 15.186915155500172 10.747863261029126 13.290748519822953 14.924980483949186 11.886283610016106 8.8985120495781285 4.9293753560632458
leaf_count=50 249 11 59 11 3 61 1319 104 34 40 45 10 17 72 44 16 30 17 26 18 22 68 35 69 80 73 58 136 56 67
internal_value=0.000390546 -0.008743 -0.000991228 0.000515644 -0.00988109 0.000969613 0.000606751 -0.010158 0.000700913 0.00134625 -0.00593992 0.00411924 -0.00408976 -0.000715589 -0.00496146 -0.00189134 -0.00476639 -3.39708e-05 -0.00565712 -0.0153699 -0.0138093 -0.0145876 0.000597205 -0.000394752 0.000173183 -0.00109884 -0.00285173 0.000606005 -0.00662399 -0.0119117
internal_weight=428.299 5.78694 3.50667 422.513 3.67034 2.06242 418.842 3.63195 415.21 285.253 13.6207 6.29647 4.30436 129.957 30.6921 22.7857 19.1884 15.5365 11.1421 4.67851 7.90639 7.32422 99.2651 84.8005 79.8647 64.6778 51.387 26.8113 24.5758 15.6772
internal_count=2900 319 70 2581 114 64 2467 115 2352 1499 180 72 62 853 207 141 125 95 78 44 66 108 646 574 539 470 397 194 203 147
is_linear=0
shrinkage=0.0197371


Tree=213
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 2 1 1 0 1 2 2 0 0 0 1 1 1 2 2 0 1 1 1 0 0 1 0 0 2
split_gain=4.92266 5.34755 5.01432 3.73948 5.49936 3.57781 3.41082 3.16628 5.14407 3.5278 3.56866 3.12707 3.09749 2.86601 4.46677 2.81105 3.6142 2.89891 4.09567 3.50358 2.8133 2.73934 2.54363 3.77416 3.9796 2.97567 2.46367 3.64704 5.33979 5.23487
threshold=0.39078171310000004 41.919251152600005 0.52646627350000019 0.46928235680000008 0.34392682850000006 40.305698932850007 0.50663153795000015 0.34632196640000007 0.51589772760000019 0.3459626957000001 42.487106141350004 38.238138001450004 0.47997065955000012 0.52428071015000011 0.51243974730000008 0.34518427590000006 0.34566330350000002 0.34193587020000005 48.315732392000008 43.57842012870001 0.37331217625000007 0.38042274180000007 0.40621538280000008 0.43166372265000008 0.56369569775000017 0.53781323915000012 0.39971857130000005 0.54910032635000017 0.55335169605000012 44.269496632500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 11 9 -9 10 -3 22 15 14 -7 17 -17 18 20 -19 -12 -10 25 -24 -25 -4 -13 29 -29 -28
right_child=2 7 6 -5 -6 13 -8 8 21 -11 12 26 -14 -15 -16 16 -18 19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.00038003836010325383 -0.0058222978312449528 -0.0023007760424063745 -0.0017206525303344587 0.0012720433906669628 -0.0050641274953187373 -0.0045745131917799779 -0.0026273891896353703 0.0013946979903866391 -0.0055092731900198344 -0.0042385625867509815 0.001798149738932667 -0.0012011873384551246 0.0017841409336185117 -0.0050242866933828678 0.0028771053386271632 -0.0055510352567874378 -8.6761253501409959e-05 -0.0003595627647085105 0.00054099645333569545 0.0040128899991122577 -0.0048557799409607236 -0.00050240974680857548 -0.005273361518994801 0.0023115369702803343 -0.0026401181574453687 0.0029195794288330683 0.0018249678372985508 -0.0046721769275320027 0.00014350942340981521 -0.0019192366153667918
leaf_weight=18.502400929108266 4.1373059265315524 13.087136838585137 4.8350063413381594 144.74412229657173 3.6298251948319367 2.0080811679363233 8.2862587887793762 35.68233890645206 2.7009768076241008 4.22278257459402 1.2969878129661143 17.043524587526917 12.835476391017435 2.3000218570232391 3.815213717520237 3.7320928853005162 4.2159136570990086 6.7939218431711179 10.574043713510035 5.362904965877533 5.2284588478505611 5.2819947078824043 4.7216033749282387 3.9626422785222521 8.040750263258813 4.2441829517483711 43.097559794783592 3.9494466446340075 80.946242317557335 7.1152113415300837
leaf_count=131 46 92 36 510 62 45 319 152 33 25 10 120 41 32 33 46 25 34 42 13 107 27 60 20 156 13 139 28 451 52
internal_value=0.000230314 0.000577755 -0.000256083 0.00103532 -0.000512839 -0.00276118 -9.11681e-05 -0.00011005 0.000738159 -0.000659976 -0.000420592 2.69272e-05 7.11414e-05 -0.00120212 0.00030752 -0.000519843 -0.00265258 5.9555e-05 -0.0010138 0.00156932 -0.00353326 -0.00219644 -0.00127482 -0.00221031 -0.00100544 0.000448483 0.000247696 0.000430468 -8.05219e-05 0.00129441
internal_weight=476.394 277.891 198.503 166.876 22.1322 12.2606 186.242 111.015 43.6653 67.3497 63.1269 177.956 50.0398 8.12332 5.82329 37.2043 7.94801 29.2563 17.0995 12.1568 6.52545 7.98297 25.8042 16.725 12.0034 9.07919 152.152 135.108 84.8957 50.2128
internal_count=2900 1350 1550 703 193 156 1394 647 212 435 410 1075 318 110 78 277 71 206 159 47 117 60 285 236 176 49 790 670 479 191
is_linear=0
shrinkage=0.00404408


Tree=214
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 0 0 1 0 2 0 1 2 1 2 0 0 0 0 2 1 1 0 1 0 2 2 1 1 0
split_gain=1.25579 2.04227 1.73516 0.97988 2.23082 0.94426 2.9584 1.18254 2.26518 0.897739 2.13173 1.53015 1.10451 0.825333 1.53554 2.60331 2.79736 1.12053 3.25996 2.05688 1.3008 2.92955 3.85304 1.11672 2.3154 2.57692 2.00564 1.41249 1.32092 2.83482
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.30949672165000003 0.37331217625000007 0.65954612140000013 0.64899254515000016 0.50663153795000015 0.6777042603500002 51.779769178100004 0.61532588845000014 0.49242537650000007 45.027406014450008 0.31063441215000004 32.785955158400007 0.51700547890000015 0.52428071015000011 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32144247180000002 0.33263974130000007 0.4447920721000001 0.34491482290000003 0.47694679800000012 43.968221017800005 38.115457128050004 0.34427112960000006 0.35675578575000005 0.4622167001000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 6 -3 -7 -9 11 -11 13 -13 -5 15 -15 -17 18 -16 -20 -19 22 -22 26 25 28 -23 -28 -25 -30
right_child=1 2 -4 9 -6 7 -8 8 -10 10 -12 12 -14 14 17 16 -18 20 19 -21 21 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.011744405516990686 -0.025403143882932324 0.01972369967604428 -0.021202058807577254 0.010571565223641121 -0.021400139272694661 0.020688069682434376 -0.027380717296023895 -0.026408064073583683 0.0185265900388356 -0.02249540085742727 0.0083389173220238394 -0.021003547379262674 -0.00094835274037756109 -0.027869252070916388 0.0031560273200681882 0.017699903056555302 -0.022482306386076369 0.011491715306912231 0.0017021869861838649 -0.027269530901413021 0.0045449927895289868 0.014457444884204045 -0.02709965379866484 -0.018287636658619377 0.0011312992878323479 0.007103142308700584 -0.0044342458547268386 0.0048625789684055764 -0.02235369332548311 0.010921980851787531
leaf_weight=1.2080285754054778 1.8428418287076036 0.89539832482114468 1.4661628657486288 3.3508168235421172 2.2669685147702694 1.7368705384433272 1.2258431566879151 0.8098919717594979 0.94150979397818446 2.0236550294794138 1.5265335142612455 2.1428141002543262 2.1201892420649529 1.9484214135445643 7.0712718870490772 1.6953400224447253 1.1142970626242457 4.5902633666992179 1.3741881884634493 3.0882956422865391 2.7415696531534186 6.3502785041928282 3.2794364839792252 5.9072066657245141 324.63488978147507 3.5979827642440787 8.7041261158883554 23.372467610985041 1.7691223472356794 2.2664553336799145
leaf_count=11 33 24 129 12 104 5 42 41 8 81 8 124 15 58 31 5 53 15 11 49 12 20 36 72 1709 16 41 87 36 12
internal_value=0.000383461 -0.00693117 -0.00212019 0.000539474 -0.00987795 0.00286725 -0.00749745 0.00917009 -0.00225232 0.000626773 -0.00923706 0.000711952 -0.0110292 0.000834974 0.000754119 -0.010371 0.00176371 0.000886869 -0.00516398 -0.0183479 0.0010671 0.000942041 -0.0126908 0.00116 0.000798387 -0.00718306 0.00434235 0.00233984 -0.0123528 -0.00366546
internal_weight=427.063 8.91852 7.07568 418.145 3.475 5.60951 2.12124 3.48827 1.7514 414.67 3.55019 411.119 4.263 406.856 403.506 4.75806 2.80964 398.748 11.5338 4.46248 387.214 382.624 6.02101 376.603 338.176 13.5408 38.4269 32.0766 9.94278 4.03558
internal_count=2900 282 249 2618 115 120 66 54 49 2503 89 2414 139 2275 2263 116 58 2147 91 60 2056 2041 48 1993 1845 136 148 128 120 48
is_linear=0
shrinkage=0.0196999


Tree=215
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 0 0 2 1 1 0 1 1 0 0 2 1 1 2 1 0 0 2 1 2 2 1 1
split_gain=1.08218 1.81595 1.55017 0.864319 2.02548 2.78729 1.05706 1.46848 2.24773 1.80472 1.15261 2.49182 2.35029 1.28253 4.1807 3.4439 3.8962 3.40684 2.78091 3.57814 2.39699 2.29317 3.09804 1.69495 1.43769 4.56593 3.28861 3.16932 1.72501 4.70942
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32144247180000002 0.33672644530000007 0.4447920721000001 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 44.015822920550008 0.36543816055000006 0.36597706655000006 38.592454371550012 0.37668033890000002 0.49678153350000009 0.51589772760000019 40.12915366295001 0.34524415440000006 40.621691032550004 39.468990633150007 0.34632196640000007 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=3 -2 -3 4 5 -1 -5 8 -8 -10 -9 12 -12 14 18 16 21 -18 20 -20 -13 -15 -23 -17 25 -22 -26 -27 29 -28
right_child=1 2 -4 6 -6 -7 7 10 9 -11 11 13 -14 15 -16 23 17 -19 19 -21 24 22 -24 -25 26 27 28 -29 -30 -31
leaf_value=-0.021583017930455303 -0.025521716541118858 0.0027091702614123461 -0.021691674546674408 0.0113573892209053 -0.029565655737369072 0.0064374032273600244 0.0076742688685484542 0.010910157675404996 0.00033495311115246302 -0.027676975710957008 0.0027873952032128006 0.0083947114049256321 -0.020975575081038294 0.015661910511009992 0.016084179065786314 0.010183495175717445 -0.030796497626724054 0.00070880930145677591 0.0038061834207248281 -0.026560418306806284 0.0044269112420251043 -0.029556282976923334 0.01117320154111389 1.9907135257683754e-05 0.011417123488201888 -0.0026906738359857027 0.00050897724773781537 -0.029464605353118456 0.0048328317045830535 -0.017477906961787845
leaf_weight=2.061934517696498 1.7069180547259728 5.4286363772116601 1.3348060648422686 3.7463584598153821 1.268762871623039 5.0112417303025723 2.148076598532497 4.4864302650094023 1.4557154104113577 2.7053554682061076 2.8818350732326499 20.403056324459612 4.2219686172902584 2.608975946903227 8.3558952063322049 6.9965668804943553 4.6313356477767229 2.0321300961077213 3.118269480764865 3.2724656760692596 9.9057017117738742 1.6156286429613831 1.465661473572254 193.21016771509312 12.873866289854048 3.471672983840107 72.481125747784972 3.8225931730121374 28.650843378156424 6.529640231281518
leaf_count=116 33 120 129 26 10 20 18 15 17 47 14 96 45 8 34 27 48 20 11 33 35 29 16 1329 50 16 344 26 132 36
internal_value=0.000352944 -0.00682504 -0.00210648 0.000499297 -0.00596446 -0.00173096 0.00063175 0.000532128 -0.00917771 -0.0178772 0.000686423 0.000569577 -0.0113355 0.000788989 0.00208647 -0.00026631 -0.010661 -0.0211885 0.00137557 -0.0117435 0.00190574 0.001667 -0.0101827 0.000375091 0.000944516 -0.00454191 0.00172741 -0.0167217 0.00056874 -0.000977502
internal_weight=423.904 8.47036 6.76344 415.433 8.34194 7.07318 407.091 403.345 6.30915 4.16107 397.036 392.549 7.1038 385.446 172.885 212.56 12.3537 6.66347 164.529 6.39074 158.138 5.69027 3.08129 200.207 137.735 17.2 120.535 7.29427 107.662 79.0108
internal_count=2900 282 249 2618 146 136 2472 2446 82 64 2364 2349 59 2290 813 1477 121 68 779 44 735 53 45 1356 639 77 562 42 512 380
is_linear=0
shrinkage=0.0202855


Tree=216
num_leaves=31
num_cat=0
split_feature=0 2 0 2 1 1 0 0 2 0 1 0 1 1 0 2 1 2 2 2 0 0 2 1 1 1 2 2 0 1
split_gain=2.25043 4.09928 3.26202 2.8994 2.50961 3.19815 2.24534 2.22612 2.21685 2.0602 2.75873 2.44955 3.92535 4.03441 3.42966 3.08797 3.67136 8.43698 3.27463 2.55018 2.52771 3.77996 2.45558 4.65789 4.60891 3.43881 3.03418 3.32152 3.53898 3.01183
threshold=0.5810754169000002 41.792045663550006 0.62143349005000015 49.275256100300005 0.49901200560000009 0.50525433370000017 0.63075955810000017 0.63514565435000014 47.480720532750006 0.47727612945000003 0.34524415440000006 0.50579323975000012 0.37668033890000002 0.35877668335000007 0.50356276755000018 38.592454371550012 0.35585760905000008 40.660558922250004 37.020641110850008 39.685256516350002 0.48119816770000007 0.49967066855000003 45.90502654165001 0.48363821445000005 0.40259273675000007 0.38906020780000011 38.238138001450004 34.997818021800008 0.54384599265000022 0.3982365797500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 6 -5 -6 8 -4 -3 10 -1 14 13 -13 15 18 -17 -18 -11 -15 -19 -22 25 24 -24 -14 27 28 -27 -28
right_child=1 3 7 4 5 -7 -8 -9 -10 11 -12 12 22 19 -16 16 17 20 -20 -21 21 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=3.658416244590427e-05 -0.0061339440457289516 0.00066813574261757696 0.0025521023846489322 -0.0065864342893904339 0.0032089604085544319 -0.0058065511594361137 -0.0017710991738904068 -0.0053507017853896867 0.004775884597245132 0.00089365824283094023 -0.0023669208032558275 0.0026729022375265193 0.0025064832625846744 -0.00095998793989968492 0.0040145892199481368 0.0007716945978869052 -0.0095140535834969241 0.0041315506183240095 0.0051708889421065163 -0.0065924795521861276 -0.0054478240921466631 0.0023175416708890368 -0.00065185610445867904 0.0040342772753579901 -0.0066812130994378183 0.0045328361391544884 -0.0010956471822822264 -0.0025260155891988828 -0.0025909323591350622 0.0009435774493636598
leaf_weight=58.03808113373816 6.0869268896058184 13.095786998048434 2.6323267295956612 2.8703816682100287 2.546853594481945 1.7121308911591766 6.4671423393301657 1.4320464413613079 4.6262136101722708 11.301720313727857 15.811413563322274 2.6988494247198096 19.061585605144501 3.3762285560369474 9.0499097537249309 99.305980864912271 3.064972110092639 2.9592661112546903 7.9223517477512351 5.4973475374281406 3.2514962330460548 3.2729754690080881 9.438974918797614 3.206582970917224 5.0713783660903564 4.2744022607803371 23.418112259358168 18.617236822843552 3.1531583010219038 96.526283299550414
leaf_count=428 154 91 35 39 9 58 99 141 12 42 152 10 61 16 35 398 22 8 22 59 38 22 75 11 85 13 144 164 48 409
internal_value=0.00017811 -0.000954084 -0.00377108 -4.10086e-05 -0.00289989 -0.000415316 0.000801602 -0.000232382 0.00174044 0.000293098 -0.000478014 0.000463357 9.26705e-05 -0.0027884 0.00097745 0.00076776 0.000443179 -0.00215658 0.00265633 -0.00444942 0.000221225 -0.00155236 0.000275093 -0.00152959 -0.00275912 0.000468811 0.000202756 -0.0013754 0.00150864 0.000545436
internal_weight=449.788 41.4698 10.1513 31.3185 7.12937 4.25898 24.1891 4.06437 17.722 408.318 73.8495 334.469 194.34 11.5724 140.129 131.079 111.855 12.5487 19.2241 8.87358 9.48374 6.52447 182.768 17.7169 14.5104 165.051 145.989 26.0448 7.42756 119.944
internal_count=2900 638 330 308 106 67 202 176 103 2262 580 1682 1095 85 587 552 488 90 64 75 68 60 1010 171 160 839 778 225 61 553
is_linear=0
shrinkage=0.00510104


Tree=217
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 1 1 0 0 2 0 0 2 2 2 2 0 1 1 1 1 1 1 1 0 1 0 1 2 2
split_gain=3.37574 5.02207 3.9895 4.20028 5.98651 3.35961 3.19004 3.47392 7.36299 3.79538 4.19044 5.50781 3.44188 3.188 5.48076 2.97725 2.79779 2.75491 3.94637 2.67002 2.6647 3.19382 3.97762 2.94781 5.65206 3.00053 2.65193 4.22324 2.97526 6.04202
threshold=0.52324780695000006 0.47727612945000003 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39078171310000004 0.39971857130000005 0.54910032635000017 0.55240861050000023 44.269496632500008 0.53321756835000012 0.53136133645000017 41.941595803500007 40.305698932850007 42.718072821900002 40.621691032550004 0.51017933595000009 0.34632196640000007 0.3459626957000001 0.39724858540000008 0.34518427590000006 0.34506451900000007 0.34482500525000009 0.33672644530000007 0.4447920721000001 0.30560462260000004 0.47760546090000006 0.34569324270000007 42.852084787850011 41.872669623500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 -2 -5 15 19 9 -9 12 11 -11 -8 -7 -15 -3 17 18 26 -4 21 22 23 24 25 -1 -17 28 29 -28
right_child=2 5 6 4 -6 13 7 8 -10 10 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0040644584735074762 -0.0052567431480144864 0.0014202365115601576 -0.00057692596812185118 0.0051866094087553629 -0.0014999523820020254 -0.0059002627734043699 0.0007119667527172354 -0.0063276189279595496 1.7817275255125422e-06 -0.004436336731122527 -0.0057039877077006583 0.0040297955146641317 0.0030104146604621653 0.0048474884717970047 -0.0042771994187892782 0.0029126207612559601 -0.0019359384725596992 0.0014584657957084552 -0.0027298337142470717 -0.0035544804785321727 -0.0016748590481645187 0.0036192676859934042 -0.0041980380254119159 0.0011479492638122181 -0.0044496935168689151 0.00038221582126707018 -5.8294232249948712e-05 0.002096138607392003 0.0012081535836641845 -0.0041939344927544447
leaf_weight=2.4170676972717073 3.7776342667639282 80.954035177826881 21.999893132597212 2.1210842728614834 23.765833226498216 2.0447165668010703 27.553389057517052 2.7574379909783593 87.242651060223579 1.8919846098870028 2.3341753222048283 2.7303091883659363 14.441388644278048 1.7995348162949087 2.0455809375271201 5.6913191676139823 6.7226951308548442 35.179846588522196 6.3399308472871772 5.4685402866452923 17.530929138883948 3.3724528392776838 3.4035384953021994 21.524926877580583 4.8915454447269431 25.385461054742336 18.846873380243782 12.288484785705803 10.656898744404314 7.0629076026380053
leaf_count=91 41 279 149 5 353 21 98 23 691 44 19 6 43 7 54 16 52 134 32 49 161 13 26 85 42 162 75 39 38 52
internal_value=0.000168442 0.000446521 -0.00021185 -0.00150026 -0.000952079 0.000782356 1.78101e-05 0.000252564 -0.00019214 0.00107018 -0.00153886 0.000564462 0.00150237 -0.00205277 -6.7965e-06 0.000873236 0.000442432 0.000608869 0.000117977 -0.00116971 -0.00036449 1.21309e-05 -0.000198983 5.20537e-05 -0.000669455 -4.36458e-06 0.000448978 0.000161979 -0.000488009 -0.00118565
internal_weight=464.243 268.159 196.084 29.6646 25.8869 189.633 166.42 138.951 90.0001 48.9512 6.95647 4.62229 41.9948 5.88983 3.84512 183.743 102.789 96.0663 60.8864 27.4684 78.5259 60.995 57.6225 54.219 32.6941 27.8025 54.5465 48.8552 36.5667 25.9098
internal_count=2900 1379 1521 399 358 799 1122 924 714 210 69 50 141 82 61 717 438 386 252 198 580 419 406 380 295 253 220 204 165 127
is_linear=0
shrinkage=0.00381357


Tree=218
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 2 0 1 0 1 1 0 2 2 2 2 2 0 0 0 2 1 1 0 2 1 2 2 1
split_gain=1.04168 1.24166 1.88829 0.863498 2.65757 1.8056 1.99552 1.69013 2.50895 1.12543 2.39638 1.66857 1.60535 1.32272 2.49715 2.34503 1.6826 1.30746 1.10291 1.48912 2.30636 4.78353 2.2383 1.13645 3.47811 3.59899 2.13482 2.15213 3.8714 1.82546
threshold=0.50663153795000015 48.315732392000008 48.988717865950008 42.718072821900002 42.988308018450006 42.898324343550009 42.852084787850011 0.58859016195000013 0.47777012665000013 0.46928235680000008 0.33960061075000009 0.36195024100000012 0.47512050540000011 35.131296350900008 39.468990633150007 40.08085804200001 41.811877919650009 34.176526048000007 0.47694679800000012 0.47778509625000004 0.47886290830000006 40.532725462000009 0.34506451900000007 0.35585760905000008 0.49588335680000006 41.322103772800006 0.36254902550000007 41.840895355800008 41.621607100200002 0.42552618185000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 6 -5 9 -9 10 13 -12 -11 17 -15 -16 -17 -1 -14 22 21 -21 -20 24 25 -22 -25 28 -28 -29
right_child=1 2 -4 4 -6 -7 -8 8 -10 12 11 -13 18 14 15 16 -18 -19 19 20 23 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-0.00095853884049342951 -0.020353809352913723 0.010093995293700454 -0.021019920627432277 -0.013306641348150803 1.8158301333308771e-06 -0.023460042435576721 0.0060735196913753618 -0.022853913119078015 0.00024067086232921046 0.010158284706530761 -0.018993661659428937 0.0045745032885279851 -0.0072877609066463143 -0.013471669392768445 0.029222524358957898 0.0071844598059551141 -0.014246092466816759 0.02309558738053831 -0.0022081135801483142 0.0013951113832744997 0.0073749341267927721 -0.026959509676254777 0.013170868033162121 -0.010505446934187659 0.018970195769408574 -0.0029668120791303512 0.00075652400739697307 0.0014259545085081472 -0.019870126025680727 0.011723340676443702
leaf_weight=1.6351940734311967 2.013784169452264 2.123949877917767 1.1502295201644299 4.9967584549449366 110.77523365803063 2.8389112637378267 3.4258170090615749 2.778601592173799 5.1063690669834614 8.1827970333397371 4.7102587120607486 1.5199017906561492 5.5219644755125037 4.5069920998066646 1.2647262215614317 4.2049053478986025 2.1020720852538943 1.8337838277220724 5.7780685126781455 6.9694131985306722 26.817504070699215 3.3796650059521198 9.6935883909463865 6.1825640127062789 5.3559762984514228 24.754642304033041 134.23941617179662 13.865840062499048 3.5734465755522242 12.542331621050833
leaf_count=38 249 11 59 43 786 31 19 68 77 31 70 16 34 37 2 32 41 5 23 26 98 35 29 32 22 106 729 83 26 42
internal_value=0.000357319 -0.00826911 -0.000836421 0.000466304 -0.000918438 -0.00997064 -0.00542391 0.00103621 -0.00789768 0.00128027 -0.00299488 -0.013244 0.00162916 0.00111209 -0.00194512 0.00491595 4.18045e-05 0.011757 0.00135935 0.00154797 0.00116525 -0.00786457 0.00742741 0.00157633 0.00396884 0.00241089 0.000777038 0.0012018 0.000221681 0.00631661
internal_weight=423.845 5.28796 3.27418 418.557 122.037 11.2615 8.42258 296.52 7.88497 288.635 21.7778 6.23016 266.857 15.5477 12.0787 7.5717 6.30698 3.46898 258.674 253.152 237.681 10.3491 15.4717 227.332 56.9281 51.5721 170.404 164.221 137.813 26.4082
internal_count=2900 319 70 2581 879 93 62 1702 145 1557 241 86 1316 155 112 75 73 43 1285 1251 1199 61 52 1138 226 204 912 880 755 125
is_linear=0
shrinkage=0.0195584


Tree=219
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 1 1 1 0 2 0 2 1 1 0 1 2 2 2 0 2 2 1 1 0 0 0 1 1 0
split_gain=4.40738 6.32301 4.55431 4.13207 6.8191 3.83234 3.8264 3.96022 3.88168 3.44123 3.89293 3.77849 3.41211 3.53577 3.24696 3.04069 4.92168 3.74474 3.00762 3.08634 2.65413 5.00698 2.6042 5.1515 6.34212 2.51765 2.51293 4.70175 3.26616 4.80152
threshold=0.52324780695000006 0.47727612945000003 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39078171310000004 0.39971857130000005 0.48627286610000009 0.61532588845000014 40.621691032550004 0.51017933595000009 43.45354240915001 0.34524415440000006 0.30560462260000004 0.50300889195000009 0.39584144190000009 41.395309858300003 43.633733172900008 45.027406014450008 0.63075955810000017 40.305698932850007 42.718072821900002 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.50482021495000018 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 -5 9 15 22 -9 -3 14 -12 13 -1 -11 16 -4 -17 -10 -20 -7 -22 -8 24 -24 -16 -6 -28 -29 -30
right_child=2 5 6 4 26 20 7 8 18 10 11 -13 -14 -15 25 17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0036427353533364398 -0.0046701898661447522 0.0013844663050716474 0.0018774677891743783 0.0048702589516273426 -0.0049670141703762657 -0.0050695000059400768 0.0022301694910026367 -0.0039458780550586823 -0.0037265317515524162 0.00040671933770678202 7.6568865632995002e-05 -0.0048882129286363209 -0.0017083626187742206 0.00018275184786238188 0.0037387985238081811 -0.004642645757616643 -0.0016348871211435236 -0.00023770339845425003 0.003191753045440132 -0.00072379075382067719 0.0039251597982433361 -0.0038059264269037604 0.00079629485278598301 0.0005246016477151984 -0.0049655256576113405 0.00065655359769894713 0.0017810884621499695 -0.0044108419140023915 0.0019908957395674554 -0.0023922599099736627
leaf_weight=2.9074332248419514 3.8786299973726299 82.588173314929008 7.15007151663304 2.1448399573564556 2.1084298193454769 2.011897772550582 8.8153829313814622 4.5568645186722305 2.4650616198778144 86.185532845556736 4.3717319145798674 2.9493270739912987 16.744651517830789 61.33035640604794 6.4085325449705106 5.144968204200266 12.769202787429093 3.8966145552694798 3.2520482987165442 8.0081672985106689 1.7729574255645277 2.1053352830931544 4.2553533501923066 106.46627797465771 4.5326891504228115 5.8005435019731522 5.079245641827586 4.5047295019030598 4.0927177816629401 9.6219233796000463
leaf_count=91 41 279 27 5 19 21 29 106 116 341 19 33 152 337 19 49 95 27 10 99 7 54 25 495 44 26 16 58 20 240
internal_value=0.000170636 0.000450033 -0.00020858 -0.00139462 -0.000933501 0.000781833 9.02076e-06 0.00023751 -0.00123527 0.000866048 0.000461045 -0.00192352 -0.000345615 9.60846e-06 0.000638469 -0.00111408 -0.000374119 -0.00274427 -0.00033534 0.000407052 -0.00191045 -0.000271669 0.000454531 0.000318719 -0.00217553 0.00227442 -0.00142345 -0.00110277 -0.00190674 -0.00108424
internal_weight=477.92 275.176 202.743 31.4305 27.5519 194.194 171.313 142.352 18.2821 188.304 105.716 7.32106 80.9824 64.2378 98.3946 28.9609 19.9193 9.04158 13.7253 11.2602 5.89019 3.87829 124.07 115.254 8.78804 12.2091 25.407 23.2986 18.2194 13.7146
internal_count=2900 1379 1521 399 358 799 1122 924 331 717 438 52 580 428 386 198 122 76 225 109 82 61 593 564 69 45 353 334 318 260
is_linear=0
shrinkage=0.00338955


Tree=220
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 1 1 0 1 0 0 2 2 2 2 2 0 1 1 1 1 0 2 0 2 1 0 2 2
split_gain=3.79017 4.6484 4.46181 3.02281 2.42795 2.95538 4.08139 2.93717 4.91139 2.92523 2.09425 2.28362 1.94975 5.99637 3.72265 3.67973 1.92404 1.88481 3.55038 2.64424 3.56587 2.61513 3.4104 2.4851 5.41371 6.38022 3.69463 1.88151 2.23397 1.85754
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34518427590000006 0.34506451900000007 0.34482500525000009 0.33672644530000007 0.4447920721000001 0.30560462260000004 0.52324780695000006 0.52772372085000019 39.468990633150007 42.049402686800001 35.818873074050011 48.315732392000008 40.621691032550004 0.51017933595000009 0.37982395740000008 0.34632196640000007 0.3459626957000001 0.34575312120000007 0.47760546090000006 42.852084787850011 0.48607826115000008 42.131954243650007 0.34515433670000012 0.56859076075000015 34.997818021800008 40.305698932850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 27 5 6 7 8 9 -1 16 -12 14 -14 -11 -15 29 19 -19 20 21 22 -18 24 25 26 -24 28 -3 -4
right_child=1 3 10 -5 -6 -7 -8 -9 -10 12 11 -13 13 15 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.004286759928789261 -0.0047738601290253976 0.00073016578359815518 0.0011414840351599352 -7.1156862870811206e-06 -0.0016883176535016746 0.0037590153708990533 -0.0044519048422864225 0.001260233342414234 -0.0044745569575188188 0.00068451433248555536 -0.0024395390552862254 0.00085441050416941271 0.0047061166954186131 -0.0032189441967424618 -0.0062280438818251311 0.0010434720466776688 0.0031192714992290638 -0.0041160183794250278 0.0013737819935699266 0.0015702007403763495 -0.0026590060055364309 0.002524690476893532 -0.0029834322788890918 0.0012981189009811374 0.0032150130889408018 -0.0059691431686230041 0.00065429004507059241 -0.004379730246318902 -0.0026146206941981896 0.0029590861212497408
leaf_weight=2.40528426319361 3.6558835227042428 5.9741274006664771 71.936131529510021 166.11712303664535 17.00581640843302 3.2966765249148002 3.4262034613639107 21.420535703189671 4.7248800098896018 3.6216323599219349 6.5866156257688981 7.1849980801343918 5.178444072604182 4.8812055923044673 1.960626173764467 10.253075912594793 5.5001748502254477 3.8546703606843939 3.8390944004058838 35.983601562678814 6.4207408502697936 8.9273356050252897 7.1491447463631728 11.687664605677126 4.3937068134546271 4.5558382011950007 12.579997077584265 3.6345381154678753 7.1770395524799824 10.52323644608259
leaf_count=91 56 38 252 1185 156 13 26 85 42 42 43 29 12 50 21 37 15 39 14 135 32 27 37 41 13 41 46 180 68 34
internal_value=0.000183534 -0.000262417 0.00048141 -0.000172242 -0.000337768 3.77057e-05 -0.000174279 9.4907e-05 -0.000660939 -2.42348e-05 0.000799815 -0.000721003 0.000371695 0.000952941 -0.00174335 -0.00033127 0.000911606 0.000548541 -0.00137668 0.000700932 0.000189952 0.000523793 0.000134343 -0.000272372 -0.000912407 -0.00165915 -0.000663892 -0.00180638 -0.0010952 0.00137344
internal_weight=465.856 186.559 279.297 182.903 78.1744 61.1686 57.8719 54.4457 33.0251 28.3003 201.123 13.7716 25.895 20.3127 5.58226 15.1343 187.351 104.892 7.69376 97.1982 61.2146 54.7939 45.8665 40.3664 28.6787 24.285 19.7291 16.7857 13.1512 82.4594
internal_count=2900 1527 1373 1471 575 419 406 380 295 253 798 72 162 99 63 87 726 440 53 387 252 220 193 178 137 124 83 286 106 286
is_linear=0
shrinkage=0.00404071


Tree=221
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 1 1 2 0 0 2 2 1 0 0 0 0 1 1 1 0 0 2 0 2 2 2 1 2
split_gain=1.10352 2.55783 2.69589 1.88559 3.27636 4.3246 4.19608 9.74442 3.09308 3.28417 2.54686 2.25808 2.12025 2.98957 3.11237 2.34661 7.39977 1.88196 1.83573 2.29901 2.28483 1.56115 1.59162 2.55658 2.05265 1.65997 1.66296 3.23525 2.46992 2.65499
threshold=0.39167988980000007 0.39458399450000009 0.53136133645000017 0.39584144190000009 0.53484925600000011 43.968221017800005 0.40621538280000008 0.41753240920000007 44.215931556700006 0.53136133645000017 0.52898116820000018 40.337496327150006 38.238138001450004 0.43166372265000008 0.56369569775000017 0.54910032635000017 0.55240861050000023 0.54317236010000014 0.43625939340000008 0.49091344570000006 0.49242537650000007 0.47727612945000003 0.47577916830000005 42.718072821900002 0.47305469895000007 48.680511450650009 45.027406014450008 44.758188263300006 0.34392682850000006 41.902916368500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 -3 5 10 -6 -8 -7 -10 11 -5 13 -9 -15 17 -17 -14 -16 -20 -21 22 24 -24 25 26 27 28 29 -1
right_child=1 3 -4 4 6 8 7 12 9 -11 -12 -13 15 14 18 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022375749434368755 -0.023898023963284516 0.01066471211853107 0.0023106597614272369 0.0015011897060748386 0.010925491819598307 0.01837689649633794 -0.02761608379460628 -0.024407093388522497 -0.02188230881948261 0.0062093601249080827 -0.025863405859650839 -0.023492091304257594 -0.00012272550371905108 0.011866086438156301 0.010397490091168872 -0.033794054971809769 0.00052585015343507835 0.009951316970750728 -0.023569789212353209 0.024653448128806096 -0.020036701574199921 0.0021229547303940285 -0.0013965883604383615 -0.018503873618447454 0.0071003854213772472 0.005421227737596142 -0.016068884562115367 0.02385118472800089 -0.015985969567379223 -0.014473219349979045
leaf_weight=17.720199890434753 3.5578299770131698 5.5671412199735633 2.473607512190938 3.7874637711793202 12.572111284360288 2.8732736334204656 4.8291089916601768 2.8657348845154038 2.6935429722070694 3.6355591490864754 5.2366954050958157 2.083083238452673 11.491155516356232 3.758944880217312 1.3133696075528858 2.4067759290337554 79.04313201084733 17.233788937330246 3.6938796364702284 0.89824383240193106 0.80781830451451242 182.4068046528846 10.197009205818174 4.7655652351677409 12.534658692777155 9.2312809973955137 3.6694806367158881 1.6591570703312744 5.0947931460104874 4.4154595928266636
leaf_count=136 58 23 20 38 55 11 54 44 76 14 53 33 45 20 12 19 672 52 117 4 107 798 47 49 60 34 38 6 91 114
internal_value=0.000372437 -0.000813938 -0.0131493 -0.000367869 -0.00074883 -0.00798901 0.000294679 -0.000746693 0.001786 -0.00574591 -0.0160876 -0.00736733 0.000303847 -0.0069568 -0.00218152 0.00118284 -0.000488274 0.00592129 -0.0100471 -0.0150196 0.00349272 0.00118704 -0.00127684 -0.00684524 0.000256849 -0.00179581 -0.00384201 -0.00228899 -0.00388171 -0.00109577
internal_weight=424.517 172.822 6.03144 166.791 161.224 20.3096 140.914 128.342 9.20238 6.3291 11.1072 5.87055 123.513 13.338 10.4723 110.175 81.4499 28.7249 6.71331 5.39994 1.70606 251.694 69.2876 14.9626 54.325 41.7904 32.5591 28.8896 27.2305 22.1357
internal_count=2900 1527 78 1449 1426 225 1201 1146 101 90 124 71 1092 304 260 788 691 97 240 228 111 1373 575 96 479 419 385 347 341 250
is_linear=0
shrinkage=0.0192815


Tree=222
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 1 1 1 0 1 1 0 1 0 2 1 2 1 0 2 2 2 1 2 2 0 1 1 1 2
split_gain=1.04098 1.73551 1.10747 3.14963 1.57461 1.45608 1.5768 1.40112 2.98448 1.76387 1.6043 4.89097 1.23336 2.00165 4.46525 4.54048 3.59129 1.73905 2.30438 3.55724 4.99569 2.99992 2.01773 2.46207 1.5439 1.33664 6.67017 4.20015 7.82721 2.80532
threshold=51.779769178100004 0.49901200560000009 0.48627286610000009 0.6166282446500001 0.59210802070000013 0.48363821445000005 0.30560462260000004 0.46613873835000008 0.58736265385000019 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44922307715000004 0.56915960600000015 40.922041107600009 0.43887907550000005 40.660558922250004 0.4410796084000001 0.55041765215000005 40.259171735100004 41.43512228960001 34.542090938800008 0.43590012275000006 48.315732392000008 42.37975859965001 0.54017843775000018 0.41865513010000005 0.41917906650000009 0.40621538280000008 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 -1 9 -9 10 12 -12 13 17 16 -16 -15 18 25 21 -21 -20 23 -22 -14 26 -8 28 -27 -29
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 11 -13 24 14 15 -17 -18 -19 19 20 22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.02532207686810219 -0.027949235980495996 0.0050883508332784915 -0.027842837249322024 0.0027122441276122059 -0.031193440946863424 0.014262996412667508 0.0011815877115279028 -0.030699232458677072 6.275723773215135e-06 0.014625976250803495 -0.031020177673164361 0.0054104118276245249 0.0010564876309050492 -0.012753499727504532 0.00090875178271909284 -0.041809277900301221 0.031929327598982295 0.012607725489592332 0.0081640983471465579 0.022788282320453795 -0.032608261604124791 -0.031353432417465396 0.0010030226059849698 0.0017858858002395587 0.018933661053990684 0.012012258261808035 -0.030554899994467088 0.0032066558171514603 -0.030312445884024847 0.019700175667429862
leaf_weight=1.3786733970046032 1.9803129327483469 1.7823248687200246 3.0874666161835185 9.9657549397088552 0.87936784932389933 4.66139793395996 283.38215891388245 2.6017739153467101 6.6168303624726832 5.4625018890947095 3.6636943221092206 5.3473153752274811 6.6152912862598878 2.1618624110706133 2.5809734314680099 3.4037670344114304 2.0842655152082443 7.4884256944060317 1.4760364657267953 3.9897225201129904 3.3009628467261773 4.8808866832405329 5.753360852599144 1.9551087170839307 5.0071122124791145 5.7001012675464136 3.9615671518258742 12.384865924715998 4.7058306317776442 11.957828320562838
leaf_count=91 73 25 111 227 77 19 1539 51 62 22 48 36 30 37 19 28 4 26 16 10 36 64 22 16 15 21 58 46 39 32
internal_value=0.000418741 -0.0122997 0.000533651 -0.00619876 -3.69704e-05 0.000766682 0.000608557 0.000698724 -0.00865976 0.000921498 0.000725426 -0.00940153 0.000970212 0.000719593 -0.00987069 -0.0233867 0.00917963 0.00102833 0.000775858 -0.00695069 -0.000497187 -0.0221777 -0.00893564 -0.0198146 0.00875825 0.00128816 0.000744041 0.0057876 -0.00712806 0.0113087
internal_weight=420.218 3.76264 416.455 13.9326 10.8451 402.522 397.861 396.482 9.2186 387.264 381.801 9.01101 372.79 361.168 10.2309 5.98474 4.24613 350.937 343.448 21.3561 14.9992 6.35692 11.0094 5.25607 11.6224 322.092 287.344 34.7486 10.4059 24.3427
internal_count=2900 98 2802 415 304 2387 2368 2277 113 2164 2142 84 2058 2013 88 47 41 1925 1899 164 84 80 74 52 45 1735 1597 138 60 78
is_linear=0
shrinkage=0.024289


Tree=223
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 1 2 2 0 0 0 2 2 0 1 1 2 0 2 2 2 0 1 0 2 0 2 2 0
split_gain=0.951166 1.77236 1.40476 0.872021 2.59499 0.989005 2.00743 0.793263 2.96917 2.06539 2.94515 3.21802 2.78475 0.930399 1.48179 3.32975 3.31411 2.38121 3.74394 3.28653 4.58236 2.96052 1.57326 1.12678 2.98527 2.07476 1.94465 2.55565 1.06869 5.0682
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.65954612140000013 0.64899254515000016 0.50663153795000015 0.57987784795000008 49.275256100300005 49.49736495185001 0.47648274005000008 0.55671985870000007 0.5810754169000002 52.781270016900002 48.852845034800005 0.45612406815000006 0.34193587020000005 0.33672644530000007 41.902916368500009 0.39614083410000006 39.468990633150007 35.818873074050011 44.921040431000009 0.46594413340000007 0.47976108500000009 0.59665878265000016 45.027406014450008 0.59879943715000017 37.511241581900002 45.90502654165001 0.58859016195000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -5 -7 13 -9 -10 -11 -12 -13 14 15 17 -16 19 21 20 -1 -19 -18 28 -25 26 -26 -28 -24 -30
right_child=1 2 -4 5 -6 6 -8 8 9 10 11 12 -14 -15 16 -17 22 18 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=0.0065962869596357734 -0.028219656301538727 0.020229817982238947 -0.024124028497979212 0.021855646214409444 -0.030989552341914622 -0.030373646676368497 0.019529263268350989 -0.033225448289707742 0.020368976682351925 -0.028663013951506975 0.014154586805225773 -0.031402390533766547 0.0084273692680705906 0.0076267623546079945 -0.02912408123397801 -0.027546038501847406 0.01434596671247804 -0.023991043702786204 -0.024552098891856985 0.017720799332686121 -0.035789450208610851 0.018552668903950936 0.001304604775867626 -0.029251927413847491 0.022997645378415029 0.022157755402709114 0.011997440430401112 -0.027593916894992507 -0.013156514219337542 0.019306407578345394
leaf_weight=4.2228367384523207 1.639958337880669 0.88884637597948346 1.1995663535781202 1.722014866769314 1.160012589767575 0.73509922972880282 0.92762824660167098 1.6480196136981238 1.9405143633484829 2.1222980469465247 4.4158527888357622 2.0996028855443005 1.5540917436592279 9.5910362675786001 1.8648681119084347 2.9197964402846983 4.4531124075874677 1.2023462597280725 4.6162597984075546 5.4126204941421747 1.8733189422637222 2.7028289847075939 333.75143981864676 2.2926551697310042 0.88461129134520877 1.6932088024914262 1.2525964425876739 2.455686793429777 10.015902567654846 3.2376613765954962
leaf_count=49 33 24 129 5 42 37 12 17 6 58 35 36 17 37 22 71 23 79 58 32 23 11 1768 43 5 5 32 93 90 8
internal_value=0.000348226 -0.00722345 -0.00203243 0.00284469 -0.00876931 0.0098749 -0.00253304 0.000501675 -0.0048179 -0.000959108 -0.00501995 0.0011982 -0.0144609 0.000687521 0.000514585 -0.00504325 0.000867035 -0.00176303 -0.010801 0.00492893 -0.00642864 0.00545408 0.00102238 0.000855523 -0.00721981 0.000815707 -0.00705222 -0.0142206 0.00105516 -0.00522627
internal_weight=416.496 8.27313 6.63317 5.4336 2.04886 3.38474 1.66273 408.223 13.7804 12.1324 10.1918 8.06955 3.65369 394.443 384.852 22.95 361.902 20.0302 8.52144 11.5088 6.09616 3.90518 360.037 355.584 8.57876 6.2861 4.59289 3.70828 347.005 13.2536
internal_count=2900 282 249 120 66 54 49 2618 169 152 146 88 53 2449 2412 323 2089 252 148 104 72 90 2067 2044 178 135 130 125 1866 98
is_linear=0
shrinkage=0.0225556


Tree=224
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 1 1 2 1 1 2 0 2 0 1 1 0 0 0 1 2 2 1 0 1 2 0 0 1 1
split_gain=0.91232 1.18022 2.46819 0.883271 1.97636 1.35188 1.51025 1.27863 1.15749 3.93878 1.49083 1.68115 2.20599 2.12034 1.99955 1.29735 1.02328 2.38386 0.935508 2.16252 1.84126 2.67855 0.97087 4.80734 1.33988 0.717276 0.714799 2.54663 2.06275 2.69463
threshold=31.796797363700005 0.52029879345000019 0.52428071015000011 48.988717865950008 48.852845034800005 0.49994012155000006 0.50525433370000017 45.027406014450008 0.31100865245000009 0.36106703390000006 49.842240509300005 0.5810754169000002 50.448116877400004 0.57811143375000007 0.49901200560000009 0.45280081435000008 0.6166282446500001 0.66697104880000013 0.43780126340000008 0.32921170025000007 41.558544840500012 44.921040431000009 0.33263974130000007 0.4447920721000001 0.34392682850000006 38.771633980050005 0.47886290830000006 0.47814436690000012 0.35585760905000008 0.34988473400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 18 -7 -8 -5 -10 15 12 -12 -14 -13 -11 -16 -18 19 20 -2 -22 23 -20 25 -24 27 -26 29 -28
right_child=3 2 -4 8 -6 6 7 -9 9 10 11 14 13 -15 16 -17 17 -19 22 -21 21 -23 24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.027352086143947456 0.0074111821483713002 0.026398370612164837 -0.02600530913827466 0.0081388663885838021 0.013389033172490867 -0.03257504745838171 -0.02343455766533686 0.0061893475265278573 -0.04110945484318388 -0.029497315206705076 0.023557770369766834 -0.029537145919286321 -0.025272812838601912 0.012832535827243426 0.018153134931747496 -0.0022400970393509946 -0.03497066241278711 0.015401824956592095 0.016188177231826355 -0.026743358658203199 -0.026918467748458852 0.0012315519556341371 0.014957316823957728 -0.030224466474966419 0.00026210736747604984 0.0032611870701021763 0.003023108850751125 -0.014532042568331502 3.3183205044278008e-05 0.017752229916339964
leaf_weight=1.4432118544355028 6.5078917210921663 0.95419150590896584 0.95069479779340327 3.2657471448183086 6.3502462655305854 1.3280494026839722 1.1594515282195064 2.3101192228496075 1.6051601506769682 1.835150585509836 2.9377517439424974 1.6493279207497833 1.4001351995393636 1.7294040098786352 1.228306954726577 1.8660105587914584 0.94905749522149552 1.0468999841250477 2.1393436938524237 2.0769521221518508 2.8512967610731721 4.8162299022078514 5.3061849921941739 2.643650695681572 45.162249396555126 5.8311260603368282 68.241303417831659 7.1397117227315894 219.46056423778646 7.2835093885660163
leaf_count=50 44 3 91 13 22 29 198 35 14 23 12 32 62 8 14 21 13 30 7 55 112 29 18 34 252 25 265 49 1309 31
internal_value=0.000315943 -0.0116511 0.000244628 0.000413638 0.000652396 0.00044191 -0.0117005 -0.00371029 -0.00436579 -0.00687927 -0.00312673 0.00114528 0.00923215 -0.00421555 -0.00892233 -0.0157551 0.00162289 -0.00854978 0.00059543 -0.00480758 -0.0015936 -0.0092365 0.000837197 -0.00946496 0.000974674 0.00883361 0.000722642 -0.00175743 0.00116237 0.00444357
internal_weight=413.469 3.3481 1.90489 410.121 390.608 384.258 4.79762 3.46957 19.513 16.2472 14.642 10.9409 6.06729 3.12954 4.87359 3.70116 3.22426 1.99596 379.46 16.2524 14.1754 7.66753 363.208 4.78299 358.425 11.1373 347.287 52.302 294.985 75.5248
internal_count=2900 144 94 2756 2514 2492 262 233 242 229 215 171 82 70 89 44 57 43 2230 240 185 141 1990 41 1949 43 1906 301 1605 296
is_linear=0
shrinkage=0.0230185


Tree=225
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 0 2 1 0 1 2 1 1 2 1 0 0 0 0 1 1 1 2 2 0 2 1 2 1
split_gain=0.802755 1.57032 1.33406 1.04363 1.32177 0.840127 2.28482 0.68669 1.04338 2.15725 1.75533 0.988374 0.799944 3.19616 2.55629 2.54272 3.09203 2.19743 2.83767 1.85267 2.95593 1.55896 4.06532 2.38397 2.43081 2.13964 2.058 2.83996 3.42608 2.05656
threshold=0.63514565435000014 0.49703601690000004 0.59210802070000013 0.57987784795000008 0.67036915065000013 0.65954612140000013 0.64899254515000016 32.785955158400007 0.38185982460000006 0.53136133645000017 0.32921170025000007 33.384956903900012 0.38906020780000011 0.39024280710000009 37.064694648750013 0.38733870245000007 0.51700547890000015 0.48543456785000005 0.48368312325000012 0.52877159370000015 0.3982365797500001 0.37138109635000011 0.37982395740000008 39.852039223600009 43.740100730350001 0.50300889195000009 42.564639561200003 0.36000419150000007 36.82350895510001 0.36927038110000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 8 10 -10 -1 -9 15 -14 19 16 17 18 -13 -15 -21 25 23 -23 -25 26 27 -19 -29 -27
right_child=1 2 -4 -5 -6 -7 -8 11 9 -11 -12 12 13 14 -16 -17 -18 21 -20 20 -22 22 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.0077083504675211556 -0.030977944767296841 0.023271268370859351 -0.032833518327152707 0.027885126873143786 -0.030481973352160567 0.015802046097801076 -0.033751495351142378 0.013272696188619943 0.019357332942969444 -0.028537913169148572 -0.039130912285823452 0.00045517759261861604 -0.022696716538959522 -0.032425739723258344 0.00053302881189729609 0.016042910462048959 -0.014023734064946919 0.01377960264185947 -0.019418777697348441 0.014663824727242732 -0.016975532937222683 0.0023974518804491143 0.014531550292937442 -0.038863935957823732 -0.0042070226505609761 0.0057779477483703946 -0.0062294962598317977 0.010284281418699456 -0.018579372570514778 0.025948221721377149
leaf_weight=0.8111159205436701 1.5022774324752379 0.81421200651675496 0.79308740620035667 0.85878706770017732 0.87488735350780178 1.9079368833918122 1.0048860833048818 3.8891956033185116 1.6439411379396918 0.94968552235513914 1.3893774843309072 137.81038511544466 4.1827238500118247 2.2780948970466843 154.60122400033288 7.3881240636110297 8.4822860695421678 18.270043723285202 4.7574761509895316 2.7884019836783391 5.866920274682343 4.0501419603824598 5.9992792606353751 2.9112060740590096 2.3340310603380203 6.1597992386668903 8.826510373502968 5.8688882291316968 4.773189902305603 6.8159378468990326
leaf_count=26 33 23 78 10 75 23 40 20 7 57 32 827 22 29 1074 22 62 74 23 12 108 17 19 29 19 27 41 20 23 28
internal_value=0.000311123 -0.00775103 -0.0021715 0.00228171 -0.00249627 0.00407312 -0.00822862 0.000466344 -0.00905171 0.00181995 -0.0218657 0.000580979 0.00045575 -0.00085496 -0.000303063 0.00144685 0.000950041 0.00155899 -0.000208014 -0.0121256 -0.00678259 0.0053754 -0.00170461 -0.0121835 -0.0234423 0.00751062 0.00446343 0.00772784 -0.00266166 0.0163731
internal_weight=410.604 7.75607 6.2538 5.46071 4.60192 3.72703 1.8191 402.848 4.79412 2.59363 2.20049 398.054 394.165 169.717 165.535 224.447 217.059 208.577 142.568 10.9334 8.65532 66.009 15.2947 9.29538 5.24524 50.7144 37.7386 28.9121 10.6421 12.9757
internal_count=2900 282 249 171 161 86 63 2618 122 64 58 2496 2476 1245 1223 1231 1209 1147 850 149 120 297 84 65 48 213 158 117 43 55
is_linear=0
shrinkage=0.0253001


Tree=226
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 0 2 1 0 2 2 1 0 1 2 2 0 0 2 2 1 0 0 1 2 1 2 1 2
split_gain=2.73098 1.92659 4.64292 4.17649 5.36465 2.28458 2.15354 2.96124 2.28254 6.83887 4.88288 4.65554 4.49823 5.46954 2.84816 2.58149 2.33703 2.09919 2.62966 3.40418 5.29326 1.87091 5.5994 4.01583 6.37466 3.50791 3.3778 2.77101 2.7505 4.64687
threshold=0.50663153795000015 42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.272044000450002 0.41932876265000008 41.24714903835001 0.39078171310000004 0.52682554415000016 41.840895355800008 41.395309858300003 0.39584144190000009 0.53592706805000012 0.39904493880000008 38.238138001450004 37.858673296900008 0.56704889075000009 0.54191491270000014 40.878805547300004 39.420767558750008 0.44805544745000009 0.55754318735000019 0.55335169605000012 0.42552618185000007 42.34047585750001 0.45280081435000008 42.564639561200003 0.40105086675000007 44.611732354850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 -1 -8 14 11 12 -11 16 -10 -15 -14 18 -17 20 -20 22 23 24 25 -3 -23 -24 -27 -30
right_child=-2 21 3 4 5 -7 8 -9 9 10 -12 -13 13 15 -16 17 -18 -19 19 -21 -22 26 27 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0051251119709978237 -0.0027126796647347728 -0.0036767579659582224 -0.0055639602335995787 0.0064670972187401742 0.0014179168501371527 -0.0057410666965292461 0.00095385613755694478 0.0027064455489137517 -0.0062165988375472081 0.0039421863038613444 0.0039502088414373922 -0.0038032894382779444 -0.0003806172284156767 -0.0012573755874106557 0.00028507101953292619 0.0024587516493737361 -0.0061874621646622113 0.0026152393638075506 0.0011391957086040721 0.0022061135644882478 -0.0034119604574167797 0.0039185934142932019 0.00078059160737879024 0.0042825465539811907 -0.0062486103028213573 -0.00019277375964987223 0.00014233857211069553 -0.0050009491306183427 0.0038602947615267911 -0.0011658047014829001
leaf_weight=2.9088387857191256 6.3349221511743954 5.1916073784232131 4.7208870057947916 1.8082328066229818 1.4705598345026376 2.2497218893840909 165.5553470402956 1.4400032470002768 4.6285227704793206 6.5076889693737021 7.1467486880719653 5.6722647175192824 2.1930417977273455 13.886414589826016 1.8942459691315887 9.4711956754326803 3.7417571768164635 11.276216607540844 9.8062284290790611 8.0268145129084569 10.618692439049481 5.8399803098291185 2.1413745731115323 4.0149064585566512 3.4431723849847904 100.2015716554597 24.760962191969156 7.2633734662085772 9.1390842124819738 6.1319230049848548
leaf_count=74 319 41 104 8 38 37 664 26 54 20 23 35 20 140 21 28 34 42 39 25 59 19 8 15 71 637 148 77 26 48
internal_value=0.000199198 0.000240824 0.000471085 -0.00247853 0.000156162 -0.00291125 0.000585264 -0.0025319 0.000637318 8.49337e-05 0.000410781 9.92628e-05 0.00039235 5.76484e-05 -0.00432848 0.000443296 -0.0040417 0.00092331 0.000420222 -0.000258377 -0.0012269 -0.000135836 -0.000358088 -0.000113912 -0.000256138 -8.51419e-05 0.000863011 -0.00368455 7.63359e-05 0.00184211
internal_weight=449.486 443.151 275.023 10.2494 5.52851 3.72028 264.774 4.34884 260.425 94.8698 88.3471 81.2003 75.5281 69.0204 6.52277 63.0856 5.9348 49.1991 37.9229 28.4517 20.4249 168.128 137.527 128.122 124.107 120.664 30.6009 9.40475 115.473 15.271
internal_count=2900 2581 1491 187 83 75 1304 100 1204 540 465 442 407 387 75 333 54 193 151 123 98 1090 923 838 823 752 167 85 711 74
is_linear=0
shrinkage=0.00446649


Tree=227
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 2 1 0 1 1 0 1 2 2 2 1 2 1 0 1 0 1 1 0 0 2 2 2 1
split_gain=0.827028 0.942951 1.38645 0.691147 1.03315 1.96176 0.68666 1.72728 4.70175 1.13139 1.05047 3.60156 1.09386 0.857541 2.91622 3.28448 0.803933 4.80678 2.46277 3.59275 2.76692 2.28054 6.42226 2.8209 1.68153 2.33807 1.82718 4.72427 1.97851 1.76882
threshold=0.50663153795000015 48.315732392000008 48.988717865950008 31.796797363700005 0.52029879345000019 0.52428071015000011 34.997818021800008 0.34392682850000006 0.49850303880000008 0.36597706655000006 0.34193587020000005 0.4622167001000001 0.34392682850000006 39.468990633150007 41.902916368500009 44.921040431000009 0.38906020780000011 36.372781240150012 0.38733870245000007 0.51700547890000015 0.38042274180000007 0.52215502530000013 0.39024280710000009 0.39971857130000005 0.48543456785000005 0.48368312325000012 39.468990633150007 40.12915366295001 40.621691032550004 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -5 -9 -10 11 13 -12 -8 -15 -16 18 -18 19 24 -21 22 -19 -24 25 26 -14 -28 -29 -26
right_child=1 2 -4 6 5 -7 10 8 9 -11 12 -13 16 14 15 -17 17 21 -20 20 -22 -23 23 -25 29 -27 27 28 -30 -31
leaf_value=-0.02233230639421388 -0.020145552334719197 0.0077546508758473773 -0.020681827729085722 0.018589063293832756 0.02184727577592404 -0.021806469236103979 -0.0088969511383060456 -0.030180622905978904 0.018621133270850999 0.0028450804373471987 0.0081041877528584966 -0.024251110249563435 0.0087116051687083969 0.013025922181519232 -0.022430797401177895 0.00075785190179769926 -0.024621072138479128 -0.049774190144585798 0.012556071562471387 -0.026418436573428457 -0.0029025657948085139 0.00029904816490427947 0.0098003005710481927 -0.021721743827743934 0.0076299794307592038 -0.013303787019714974 -0.015679558306686086 0.0096511485504031796 -1.9747972162681556e-05 0.0010049282779102291
leaf_weight=1.2643849716987454 1.5817737543256942 1.9912392199039461 0.96431971667334426 2.6985509395599356 0.82972702383995034 0.73619179590605199 4.3122604973614278 1.5619032010436047 2.1380594968795767 8.8633176931180042 7.0787134692072859 2.8244741745293132 9.4775660419836623 5.3148778527975109 2.8822330576367667 11.751689327880738 3.0967828505672506 1.3236711956560601 7.0428262054920188 3.0728530175983888 4.950311865657568 160.12976277736016 3.0661630751565099 1.6571661410853264 27.728619582951069 4.8193544447422019 6.9646281739696851 8.9534448781050724 76.559479325078428 33.989019656553864
leaf_count=50 249 11 59 11 3 61 35 22 6 74 24 30 50 33 112 65 57 10 21 35 26 1014 23 50 115 23 37 33 392 169
internal_value=0.000249192 -0.00801533 -0.00152341 0.000341762 -0.00924392 0.00132416 0.000409207 0.00445912 0.00142405 0.00591107 0.000249492 -0.00344746 0.000527711 -0.00102549 0.000676053 -0.00380928 0.000375707 -0.000591891 0.00126801 0.000817622 -0.0119091 -0.000144096 -0.0118789 -0.00125912 0.00142364 -5.4826e-05 0.000571444 -0.000262801 0.000992822 0.00398144
internal_weight=409.625 4.53733 2.95556 405.088 2.8303 1.56592 402.258 15.2618 12.5633 11.0014 386.996 27.0855 359.91 24.2611 19.9488 14.6339 352.832 169.274 183.558 176.515 8.02316 166.177 6.047 4.72333 168.492 106.774 101.955 92.4776 85.5129 61.7176
internal_count=2900 319 70 2581 114 64 2467 113 102 80 2354 275 2079 245 210 177 2055 1154 901 880 61 1097 83 73 819 535 512 462 425 284
is_linear=0
shrinkage=0.019466


Tree=228
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 1 0 0 2 1 1 0 1 1 2 2 2 0 1 1 0 2 0 1 1 2 2 2 2 0
split_gain=0.753388 1.53339 0.627097 1.94717 2.04585 0.834475 1.14725 1.70958 1.82476 0.949077 1.69961 2.45092 0.872669 2.98366 2.47065 3.52003 1.88397 1.39939 1.38463 3.06854 2.79237 3.93374 4.31177 2.71933 3.13707 1.84482 1.65277 1.88114 4.22351 3.44367
threshold=51.779769178100004 0.49901200560000009 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32144247180000002 0.33263974130000007 0.4447920721000001 0.34545372890000009 0.34569324270000007 41.028010303750008 42.487106141350004 37.858673296900008 0.4622167001000001 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 0.36543816055000006 0.36597706655000006 39.945535567850008 42.207998345450008 40.259171735100004 38.592454371550012 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 -7 -9 -8 11 -11 16 14 -14 -16 -12 -15 19 23 21 22 25 26 -25 -20 27 28 -19 -29
right_child=1 -3 5 -5 -6 6 9 8 -10 10 12 -13 13 17 15 -17 -18 18 20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.022109101020261417 -0.024309377428678062 0.0046033929788791969 0.010716079709032201 -0.030058286862049973 0.0055797371240164442 0.0063275325420929221 0.010662266180433715 0.0014703432399083278 -0.029002708905673372 0.0030301683857740253 0.01545526084753417 -0.026763268592116148 0.0032631046964503099 -0.013290614480322614 -0.031331654572101089 -0.0040613144629661454 0.0017114916851392234 0.0074796003802972185 0.011739525592109876 0.015733902981497842 0.00032943471625072158 0.014290000442733118 -0.030886797294991761 0.0035258489359759337 -0.026441800971851337 -0.01473850051670691 -0.0010728728508494012 0.021310599407552731 -0.015991269504631572 0.0035889575537512825
leaf_weight=1.5576658868230868 1.6288020436186337 1.6298708682879803 3.4800768392160526 1.2194474190473554 4.9556496143341064 2.0837457114830604 4.0313495323061934 1.4004787898156794 2.3159750616177917 2.4402453526854506 4.7273124977946273 2.4650806430727243 4.1891561970114699 3.2426690948195747 3.8710263185203058 4.6005998868495226 70.351568533107638 11.266442504711451 2.2220149151980859 7.6200851500034323 197.10841649002396 2.3129812572151414 4.6126715568825603 3.0605411455035201 3.1462789177894592 2.4652805794030428 26.554938888177276 7.5864806324243572 4.8798888437449923 13.600117497146128
leaf_count=116 73 25 26 10 20 18 15 17 47 13 20 36 16 58 30 31 313 49 9 34 1540 10 59 11 32 41 125 18 28 60
internal_value=0.000244184 -0.00984825 0.000325717 -0.0056179 -0.00104208 0.000441886 0.000350711 -0.00895235 -0.0175195 0.000490374 0.000383118 -0.011942 0.000543308 3.83225e-05 -0.00997573 -0.0165222 0.00257686 0.000475999 0.000631848 0.0030331 -0.00026223 -0.0103046 -0.0164215 0.00165238 -0.011665 -0.00218658 0.00294619 0.00580494 0.000386024 0.00993471
internal_weight=406.627 3.25867 403.368 7.73276 6.51332 395.635 392.155 5.8002 3.71645 386.355 382.324 4.90533 377.418 302.34 12.6608 8.47163 75.0789 289.679 286.436 77.7148 208.721 11.6129 9.29997 70.0947 6.20682 4.6873 63.8879 37.3329 16.1463 21.1866
internal_count=2900 98 2802 146 136 2656 2630 82 64 2548 2533 49 2484 2151 77 61 333 2074 2016 357 1659 119 109 323 43 50 280 155 77 78
is_linear=0
shrinkage=0.0210743


Tree=229
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 0 0 1 2 1 0 1 1 2 2 2 2 0 1 0 0 2 1 2 0 0 0 1 2
split_gain=0.721769 0.931416 1.54397 0.651726 2.01383 0.650103 0.916875 2.0116 1.52478 0.757812 0.834104 3.29377 1.90466 1.55768 2.11336 2.47513 2.94806 0.675527 3.32659 2.71686 2.06305 3.20568 0.937614 3.96138 1.21804 1.12719 2.18198 1.35276 3.50188 1.30804
threshold=0.50663153795000015 0.52041855035000018 0.52332265500000019 0.59210802070000013 0.57987784795000008 32.785955158400007 0.51700547890000015 0.52428071015000011 0.32921170025000007 34.997818021800008 0.34307356065000005 0.4622167001000001 0.34392682850000006 0.33263974130000007 39.468990633150007 41.902916368500009 44.921040431000009 37.020641110850008 0.52975958800000011 0.43967246490000006 0.51929582950000019 0.50109278165000015 37.858673296900008 0.37668033890000002 38.175120519550006 0.4622167001000001 0.47470135625000004 0.47670728420000003 0.3447651268000001 43.162556114600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 8 -8 -1 -7 11 13 -12 14 -11 -16 -17 18 20 -20 21 -14 23 -19 -24 -26 -27 28 -28 -30
right_child=1 2 3 -5 -6 9 7 -9 -10 10 12 -13 17 -15 15 16 -18 22 19 -21 -22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=0.0056733854082724935 -0.025760369569705219 0.024605052200531771 -0.021029412376755714 -0.026147615523319921 0.019734145970652036 0.0051427653727862139 0.016020113582953459 -0.022166455644192472 -0.030751441376930116 -0.016738579443734719 0.014250250830515464 -0.018337741549807978 0.0033868514336673461 0.016986866840333341 0.013005677775957599 -0.022965992522802615 0.00096864225057825013 0.019127930913072293 -0.030319681976551473 0.0035365201334673058 0.010675449708836899 -0.021270233648440901 -0.010480506678509327 -0.0024970709195448358 -0.011764711151665753 0.012385814836683516 0.0076517218572470886 0.00056385042454519052 -0.026710175952327067 -0.0050035553268689857
leaf_weight=0.73097655642777581 0.93037039018236001 0.65553788468241725 1.1598264209460474 0.71797517011873413 0.84502034913748492 13.045383446849881 1.424373120069504 0.91318901441991318 1.2671748392749576 3.1762489844113686 4.0105006471276274 4.7559265457093707 6.6122612506151217 1.9866704065352667 5.0491749532520798 2.5415262663736931 11.32746136933565 5.4270641189068547 2.8439697879366568 1.4402502123266456 5.6894178688526145 3.1353410892188549 4.1598753463476887 9.2250878261402232 3.0130095477215937 6.1872916966676703 3.4968652874231321 293.13642330793664 3.0526888184249401 1.7685270346701143
leaf_count=26 70 10 150 79 10 94 5 69 33 32 12 40 35 11 32 112 60 19 40 32 33 19 40 69 50 22 11 1627 43 15
internal_value=0.000209639 -0.00796643 -0.00306614 -0.00972816 -0.00384803 0.000297839 -0.00743681 0.0011022 -0.0174263 0.000382721 0.000220179 -0.00306412 0.000488327 -4.76334e-05 -0.00157933 0.000965819 -0.00341744 0.000330268 -0.00328034 -0.0189381 0.00106513 -0.00454416 0.000546392 0.00551269 0.00031525 0.000459812 0.000579538 0.000337216 -0.00764957 -0.0187477
internal_weight=403.725 4.30873 3.37836 2.72282 2.00485 399.417 4.33571 2.33756 1.99815 395.081 382.036 28.837 353.199 24.0811 22.0944 18.9182 13.869 349.188 19.7212 4.28422 15.437 9.7476 329.467 14.6522 314.815 310.655 307.642 301.455 8.31808 4.82122
internal_count=2900 319 249 239 160 2581 133 74 59 2448 2354 287 2067 247 236 204 172 2055 159 72 87 54 1896 88 1808 1768 1718 1696 69 58
is_linear=0
shrinkage=0.020084


Tree=230
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 0 0 1 1 1 2 2 0 1 2 0 0 0 2 1 1 1 0 0 1 2 0 0 2
split_gain=1.651 3.89824 2.18071 1.99121 1.85691 2.82505 2.33653 1.59171 3.88591 10.5622 3.20222 5.17418 3.55577 3.87184 2.61159 2.56636 2.78361 2.5057 7.5031 1.96398 2.1502 1.54043 3.47646 1.79803 3.63442 1.48953 3.72296 3.16464 2.07355 1.59851
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.34524415440000006 0.35675578575000005 0.47706655490000011 0.4622167001000001 0.53484925600000011 0.40621538280000008 0.41753240920000007 0.39584144190000009 43.968221017800005 44.215931556700006 0.53136133645000017 0.39971857130000005 36.82350895510001 0.52161611930000007 0.54910032635000017 0.55240861050000023 36.735256530150004 0.43625939340000008 0.34506451900000007 0.34482500525000009 0.47305469895000007 0.47512050540000011 0.43590012275000006 40.259171735100004 0.56055207925000017 0.56276758185000009 37.663157789700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 21 5 -5 -6 10 14 -10 -3 15 -13 -14 -9 -12 -17 -11 -19 20 -20 22 23 -1 -25 26 -21 -27 -29 -30
right_child=1 7 -4 4 6 -7 -8 8 9 17 11 12 13 -15 -16 16 -18 18 19 25 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.00046040306581316808 -0.0066635613959197485 0.0021345783663350663 0.00080903569144841366 -0.0072378152206728696 -0.0035246790023641633 -0.00035895396856735405 0.0035130615405802351 0.0001100320579665718 -0.0085047859333201321 0.0015415228560377561 0.0011326866767394728 0.0058431809058736486 -0.0066854097590256234 0.0022283090539312127 0.00492669882961285 0.00023583968980738876 -0.0077451555383724717 -0.010309375282908382 0.0016065173717043622 -0.0070320644332232379 -0.0065966037317497315 0.0033289713512660059 -0.0060568897882648607 0.0048834804702297049 -0.0013101317248545167 0.0032920241204757329 0.00064670841464418852 -0.0047326538603541315 0.0039996042970500056 -8.7857274588193447e-05
leaf_weight=35.720455724745989 3.1121337916702023 6.5771418157964971 188.31593147106469 4.4443982504308206 3.1153561687096945 3.637282095849514 3.2081044111400843 6.5949709396809331 4.9476582119241348 31.113568656146526 1.8653989192098404 3.027741886675356 2.937123388517648 3.676085002720356 8.8090235907584411 1.7941404925659279 7.9609280824661255 2.4697961434721938 1.6468697860836972 3.2825923897325975 3.0593680797610432 4.5711978687904766 3.1623738342896095 6.9823951348662359 5.8201695382595062 10.738119162619112 5.9496339168399572 3.0800291895866385 3.3867087510880074 59.933177512139082
leaf_count=333 56 30 798 71 43 16 17 40 54 112 21 11 76 14 30 24 79 20 23 42 175 22 26 19 28 35 31 16 38 600
internal_value=0.000189718 -0.000242924 0.000483676 -0.000383419 -0.0023036 -0.00414188 4.58037e-05 -0.000127321 0.000116049 -0.00021061 -0.00139504 -0.00248692 0.000647988 -0.00173054 0.00286452 -0.0050878 -0.0062773 0.00011858 -0.000354692 -8.47427e-05 -0.00372606 0.000108265 -0.000176583 0.000206652 0.0020678 0.000113669 -0.00208354 0.000376641 -9.48312e-05 0.000130763
internal_weight=434.94 175.962 258.978 70.6617 14.4051 8.08168 6.32346 172.85 145.012 129.608 27.8386 21.2614 9.64095 6.61321 15.404 11.6205 9.75507 124.66 93.5463 91.0765 4.70624 56.2566 51.6854 48.523 12.8026 86.3703 9.23223 77.138 66.3999 63.3199
internal_count=2900 1527 1373 575 147 87 60 1471 1216 1146 255 225 101 90 70 124 103 1092 980 960 198 428 406 380 47 762 73 689 654 638
is_linear=0
shrinkage=0.00578826


Tree=231
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 0 1 2 2 2 1 0 1 0 2 0 0 1 2 2 2 1 0 1 2 0 0 1 1
split_gain=0.672529 1.45027 1.10235 0.825158 0.565937 0.837349 1.614 1.44053 0.67943 0.817263 1.40751 0.793989 2.72174 0.801257 1.56489 2.3588 1.29098 1.2606 3.07098 1.2752 1.07822 2.33244 1.93419 0.862755 1.93486 2.4052 0.912173 2.47806 0.647899 1.25736
threshold=0.63514565435000014 0.49703601690000004 0.59210802070000013 46.051945193250006 32.785955158400007 0.38185982460000006 0.53136133645000017 0.32921170025000007 33.384956903900012 34.176526048000007 34.542090938800008 0.34193587020000005 0.4622167001000001 0.34392682850000006 0.4622167001000001 45.027406014450008 0.47470135625000004 0.47670728420000003 0.3447651268000001 43.162556114600001 50.264779514000004 51.307674290650006 0.48363821445000005 0.6166282446500001 0.47777012665000013 49.275256100300005 0.59665878265000016 0.59879943715000017 0.3447651268000001 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 -7 -1 -6 -10 -11 12 -12 -13 15 -15 -16 18 -18 -20 23 -22 -23 24 28 26 -26 -28 -19 -30
right_child=1 2 -4 -5 8 6 -8 -9 9 10 11 13 -14 14 16 -17 17 20 19 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00522781532881509 -0.025671478805576953 -0.021925305250261113 -0.027385827630999175 0.0049381463888000616 0.0094480475743087267 0.014662646474579794 -0.023499023836278395 -0.032796170962013906 -0.01139616708343303 0.013069604604863051 -0.001004497345768412 0.0077838644889605011 -0.024065153826183482 -0.025540196111484115 0.0098883586669955403 0.012747410491020687 0.0062931189495330723 -0.0050948409931592881 -0.027719936759950086 -0.0048346047984187141 -0.030649094331407591 -0.02300293226982494 0.0078359871332800528 0.0086307826698632378 -0.027028357804610156 0.019208966002966885 0.019722629453058436 -0.025562510990072951 0.0089152991760478219 0.000748522309255395
leaf_weight=0.7437973553314795 1.4021995516959567 0.58662234526127566 0.66158120532054443 4.5138371651992202 3.7587435571476808 1.4458810742944481 0.77178039145655919 1.1545378463342784 2.6731045143678775 3.9567972421646109 23.156421609688554 6.8313431516289702 2.5829199869185677 2.3966877902857955 6.6040118373930445 1.0508937686681745 3.9208281710743886 8.1711254827678186 2.9718768037855625 1.7602367550134657 1.570908467285334 1.2717673184815792 3.3707913914695382 6.194231364876031 2.4260130634065709 0.95269121602177609 0.88473549159243736 1.4441803297959266 8.8148888126015645 295.25690512359142
leaf_count=26 33 121 78 50 20 7 57 32 33 23 246 24 30 61 26 4 13 36 44 15 23 65 35 57 43 4 5 72 32 1585
internal_value=0.000232802 -0.00623742 -0.00150812 0.00184848 0.000349818 -0.00751012 0.0013818 -0.0178978 0.000432342 0.000345062 0.000426458 0.000295373 -0.00331861 0.000556748 0.000415309 -0.0138693 0.000557802 0.00037604 -0.00765243 -0.0192071 0.000586327 -0.00820602 -0.000611925 0.000754866 0.000601429 -0.0116929 -0.0178843 -0.00835907 0.000826162 0.000985273
internal_weight=403.302 7.16424 5.76204 5.10046 396.138 4.116 2.21766 1.89834 392.022 388.263 385.59 381.633 25.7393 355.894 349.063 3.44758 345.615 339.011 8.65294 4.73211 330.358 6.21347 4.64256 324.145 317.951 5.70762 4.75493 2.32892 312.243 304.072
internal_count=2900 282 249 171 2618 122 64 58 2496 2476 2443 2420 276 2144 2120 65 2055 2029 72 59 1957 123 100 1834 1777 124 120 77 1653 1617
is_linear=0
shrinkage=0.0213079


Tree=232
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 2 1 0 0 2 1 1 0 1 1 2 2 2 2 2 0 2 2 0 2 0 1 1 1 1
split_gain=0.640088 0.927865 0.889809 0.51252 1.78909 1.80394 0.69776 0.919243 1.36687 1.87733 0.809396 1.29355 2.10478 0.671863 2.42249 2.04888 2.99065 1.70654 1.22746 2.06498 3.15212 2.08807 1.65767 3.86768 1.6632 1.27911 1.14115 3.19645 2.46621 2.35732
threshold=0.50064369330000014 0.5024400467000002 45.027406014450008 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32144247180000002 0.33263974130000007 0.4447920721000001 0.34545372890000009 0.34569324270000007 41.028010303750008 42.487106141350004 37.858673296900008 43.509905336500005 41.872669623500009 0.47694679800000012 42.428475018400007 41.134354310300004 0.47943175355000006 39.749124837650008 0.47778509625000004 0.34587287805000005 0.34632196640000007 0.35585760905000008 0.35759408400000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -5 8 -8 -10 -9 12 -12 17 15 -15 -17 -13 19 20 -19 -21 23 -22 -25 -24 -16 -28 -29 -30
right_child=1 2 -4 6 -6 -7 7 10 9 -11 11 13 -14 14 26 16 -18 18 -20 21 22 -23 25 24 -26 -27 27 28 29 -31
leaf_value=-0.020713353053185592 -0.027791666288065935 -0.020211942795331367 2.9336020841169812e-05 0.0093357613812097336 -0.027466023379757287 0.0049168442900210212 0.0050123641845308759 0.0094447967044475074 0.0026996183930062087 -0.027061530326497042 0.0027390253660609784 0.014154890171380165 -0.024469188482936381 0.0028423718528583371 0.0064496776571511859 -0.027298810883640591 -0.0033960719479899505 -0.0093480938562167382 0.0084811319290058994 -0.016179684488262586 -0.0086596445085634147 -0.0010817225249229432 0.016699625155657566 0.018513861136299315 0.0028069396603920519 0.0052809898332125543 -0.010778570398157217 0.0068997842457103001 -0.017777778151388719 0.00021475948841214257
leaf_weight=1.3849439555779088 0.68338966113515098 1.0301932777510954 5.0557179446332157 3.4102158304303876 1.163763642311096 4.9489071741700172 2.0915067791938773 3.888458937406539 1.3825403169030326 2.1097196121700108 2.3470834158360949 4.398129776120185 2.1436146404594183 4.1769693270325652 11.867333589121698 3.7621806692332012 4.5660079000517726 7.0140482299029818 8.4785373136401159 4.9415072463452843 8.5745014920830744 13.392397081479428 6.5458722785115233 4.4341395348310453 6.6266293860971928 9.4416547343134862 10.132184870541094 22.292349427938461 2.9047090967651448 235.94516505324282
leaf_count=116 21 235 104 26 10 20 18 15 17 47 13 20 36 16 47 30 31 34 32 32 39 82 17 14 27 36 52 103 22 1588
internal_value=0.000192673 -0.00585975 -0.00339701 0.000296563 -0.00484391 -0.00068739 0.000396187 0.000316685 -0.00767878 -0.0152795 0.000434832 0.000341152 -0.0102487 0.000469857 4.68043e-05 -0.00850346 -0.0141939 0.00216354 0.00140415 0.000420029 0.0028156 -0.00515105 0.00521061 0.00134663 0.00910367 0.00995619 0.000424433 0.000160849 0.000585293 -4.05196e-06
internal_weight=401.134 6.7693 6.08591 394.365 7.49761 6.33385 386.867 383.457 5.58377 3.49226 377.873 373.985 4.4907 369.494 295.647 12.5052 8.32819 73.8474 69.4493 60.9707 42.6368 18.3339 35.6228 19.6353 11.0608 15.9875 283.142 271.274 261.142 238.85
internal_count=2900 360 339 2540 146 136 2394 2368 82 64 2286 2271 49 2222 1889 77 61 333 313 281 167 114 133 80 41 53 1812 1765 1713 1610
is_linear=0
shrinkage=0.0198508


Tree=233
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 0 1 0 0 0 2 2 2 0 1 1 2 1 1 0 0 0 0 0 2 1 1 2 2
split_gain=2.02463 4.22973 2.50207 1.96587 1.84565 1.79336 2.69824 1.69343 3.91666 2.49663 1.60938 1.58476 2.50935 1.57427 2.00759 1.87297 6.20796 4.17991 3.28417 3.91902 6.97028 2.81491 3.05648 2.61231 7.36383 1.84449 1.77915 1.85772 2.79069 3.41283
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.34524415440000006 0.52366695610000014 0.35675578575000005 0.47706655490000011 0.34506451900000007 0.47577916830000005 0.47305469895000007 0.4622167001000001 40.621691032550004 40.305698932850007 37.186372654950006 0.56859076075000015 0.39584144190000009 0.39971857130000005 43.633733172900008 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.53321756835000012 0.53839705400000015 0.54910032635000017 0.55240861050000023 34.997818021800008 0.42970270350000012 0.45206730335000006 44.710446918150005 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -3 6 -5 8 9 -1 -7 12 -4 14 25 -15 17 -17 -18 20 -20 -21 -23 -24 -25 -6 -26 -28 29 -29
right_child=1 4 11 5 13 10 -8 -9 -10 -11 -12 -13 -14 15 -16 16 18 -19 19 21 -22 22 23 24 26 -27 27 28 -30 -31
leaf_value=-0.00018005902057768766 -0.0045945157976832645 -0.0026257677662183477 0.00079415670454940294 -0.0048908591362863112 0.0012299754882618475 -0.0020735887660852637 -0.00030545782738766064 0.0024007477999215768 -0.0030435891540855986 0.0021289447757080362 0.00196242431304859 0.00031673042134007984 0.0029262170697408564 0.0021024012218751071 -0.0042795461868674013 -0.0052927611646685843 0.0025021511694720403 0.00013669515614210165 0.0034070388100309328 0.0040287179587291813 -0.0052257428333874435 -0.0041535335966744816 0.0012497765193732965 -0.0066006236613123156 -0.0022516313115669298 -0.0019953031797824219 0.00094794769277613017 0.00080048810676066175 0.00085200789534540535 -0.0020477974743965668
leaf_weight=34.881314781028777 3.2588354665786019 4.2564867888577274 73.605071783065796 4.3270960247609747 5.070916264317928 2.917423482052981 3.7007075250148773 4.5494746267795554 6.2057046778500071 9.1983179524540883 3.2426293902099133 106.4584590382874 9.7129858136177045 7.0393989011645308 2.7609967137686899 5.5065230391919595 9.2110674958676082 3.6749007198959589 2.0310446992516509 2.9599786289036265 5.1153140850365162 2.5266483314335337 29.342836551368237 2.6334303729236117 4.7637660522013894 6.0377806127071381 33.154038320295513 10.055642142426224 20.506108481902629 18.697246580850333
leaf_count=338 56 75 284 71 35 43 16 22 36 32 17 480 34 30 180 57 32 27 7 28 57 17 97 22 40 63 152 106 185 261
internal_value=0.000178839 -0.000144047 0.000401669 -0.000241127 -6.13331e-05 -0.00154919 -0.00277705 9.73203e-05 -0.000111078 0.000301772 5.09538e-05 0.000635457 0.00104271 2.4674e-06 -0.00127082 0.000114796 2.16303e-05 -0.0031196 0.00022618 6.71035e-05 -0.00277225 0.000229901 0.000137491 0.000228482 -0.000105195 -0.000523023 9.10181e-05 0.000226432 -0.000259189 -0.00105168
internal_weight=437.402 178.603 258.799 69.0227 175.344 14.1879 8.0278 54.8348 50.2853 44.0796 6.16005 189.777 83.3181 171.088 13.8697 157.218 150.179 9.18142 140.997 131.786 7.14636 124.64 121.68 119.153 89.8102 11.1087 87.1768 82.413 49.259 28.7529
internal_count=2900 1527 1373 575 1471 147 87 428 406 370 60 798 318 1396 278 1118 1088 84 1004 972 64 908 880 863 766 98 744 704 552 367
is_linear=0
shrinkage=0.00394257


Tree=234
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 2 1 2 1 2 1 1 0 1 0 0 1 2 0 2 2 2 2 2 0 0 1 1 0 1
split_gain=2.66437 4.21041 2.69346 5.76703 4.10911 5.15431 4.86743 3.113 2.63794 4.33633 2.40228 2.93241 6.37234 4.37337 5.80688 3.4867 3.97643 4.56862 3.01002 2.39748 2.33675 2.28886 8.33774 2.87572 2.0788 1.92354 2.33822 1.85876 1.78822 3.15669
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 0.42552618185000007 0.40105086675000007 44.611732354850012 0.39167988980000007 42.428475018400007 0.43672345135000007 36.735256530150004 0.42552618185000007 0.39078171310000004 0.52682554415000016 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.41917906650000009 39.749124837650008 0.51700547890000015 45.90502654165001 37.962710038050005 41.169697216150006 40.259171735100004 49.842240509300005 0.48851830785000006 0.46928235680000008 0.33960061075000009 0.41917906650000009 0.59014700160000022 0.45664800455000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 10 4 6 -6 7 24 -3 -10 11 25 18 -14 20 -16 17 -17 -13 -7 -15 22 27 -23 -4 26 -1 -2 -11 -30
right_child=1 8 3 -5 5 19 -8 -9 9 28 -12 12 13 14 15 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00044933492566553545 -0.00030427833440562022 0.0024746953336146488 -0.0040185577920960527 -0.0048864946468382964 0.0034498681418329343 0.0014238319137604735 -0.0030200045580037727 0.00017022442069306279 -0.0041457443487385309 0.0004250163260077868 0.002319200955336265 0.00044237804301046422 0.0028318002260440535 -0.00052254226872953924 0.0030584896041455784 0.0001492988897111801 0.0010063607857118855 -0.0054870510912313304 -0.0051423510511850699 -0.0031511356591250447 -0.0050921950651619773 -0.0048748483866263015 0.0030506550244276984 0.00024637851383874429 0.00011358660555570171 0.0008635256783426045 -0.0022838672875715358 -0.0046637185067487513 -0.0054968345706109378 -0.00040777625944730771
leaf_weight=14.501272979192438 1.7909355275332943 5.3670184612274161 4.1100095752626649 3.2610192326828829 9.489311181008814 3.0650649257004252 7.7243220144882789 88.518006844446063 3.4765235343947998 50.688662395812571 9.9591111242771131 1.7476470116525877 7.0307292342185965 2.3298459947109214 5.3272669613361385 4.3871523328125503 12.678588733077047 3.3829560130834579 4.8090363219380379 3.0208213701844215 4.1051662117242813 5.3864025846123686 4.3447775691747665 1.9959940128028391 2.6659552454948425 143.63380911946297 5.8280214080587021 4.7297249212861061 1.7213329076766992 27.205044182948768
leaf_count=138 18 18 38 73 25 16 77 540 174 254 34 17 25 20 14 21 43 24 54 28 37 56 12 21 11 545 79 60 19 409
internal_value=0.000172273 -0.000330418 0.000329311 -0.000105257 2.62151e-05 0.00177089 -0.00023756 -1.20214e-05 -1.61642e-06 -0.000161565 0.000570318 0.000487284 -0.000328038 0.000227641 -0.000340771 0.000432386 -0.000251763 -0.00230466 -0.00365377 -0.000847022 -0.00343772 -0.00192432 -0.000860401 -0.00349021 -0.00239279 0.000715021 -0.000334222 -0.00346637 1.24104e-05 -0.000710613
internal_weight=448.282 106.706 341.575 121.855 118.593 15.5752 103.018 95.294 88.4586 83.0916 219.721 209.761 45.7984 39.2417 32.211 25.776 20.4487 7.77011 6.55668 6.08589 6.43501 18.2478 10.8654 7.3824 6.77596 163.963 20.3293 6.52066 79.615 28.9264
internal_count=2900 1041 1859 808 735 69 666 589 874 856 1051 1017 255 184 159 102 88 45 71 44 57 167 90 77 49 762 217 78 682 428
is_linear=0
shrinkage=0.00364444


Tree=235
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 1 2 2 0 0 2 1 2 1 0 0 1 2 2 1 2 1 0 0 1 1 0 1
split_gain=2.99754 4.30563 3.06428 2.89164 3.97132 2.51317 5.35994 4.23477 2.24199 2.86169 6.33188 2.03728 2.03306 3.51263 4.19354 3.29426 4.26882 1.94801 1.9076 3.54299 3.61815 1.8876 7.74366 3.05532 6.02594 6.9904 1.84015 1.70246 1.67842 1.63961
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 42.178283198950005 42.686561923500008 0.34479506600000004 42.773538294100007 43.45354240915001 0.47886290830000006 0.52366695610000014 41.532441862050007 0.34569324270000007 41.872669623500009 0.34554354660000003 0.47905751325000007 0.47943175355000006 0.35877668335000007 41.322103772800006 43.124157941850008 0.36730936200000003 38.238138001450004 0.37138109635000011 0.51243974730000008 0.50356276755000018 0.38906020780000011 0.50663153795000015 0.51929582950000019 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=2 -2 5 18 -5 12 7 -7 -8 10 -10 29 15 14 -14 17 -17 -1 19 -4 -21 22 -20 -23 25 -25 28 -13 -26 -3
right_child=1 11 3 4 -6 6 8 -9 9 -11 -12 27 13 -15 -16 16 -18 -19 21 20 -22 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00013788966517863421 -0.0041808597190772286 0.00039726514730987019 0.0026519533155271156 -0.0032216406508385567 0.0010736412171288407 0.00076387624668194302 0.0028735016177587431 -0.004140104228826995 -0.004212011315667427 0.00033753846566930018 0.0011998404447457164 3.1676714296036551e-05 0.001504642246513557 0.0034002209522599556 -0.00345072132563064 7.9328101376938199e-05 -0.0047554389137823049 0.0018361821395831636 0.00089873689637234638 2.2095090811658562e-05 0.0028085044472897975 0.0027309048450091852 -0.0050717480303710859 0.0013593091371105746 0.00057727387304358534 -0.0053888789712888503 0.00018588831377499123 -0.0019117817132013448 0.0026635806777994902 -0.0040789852437980584
leaf_weight=38.790222760289907 3.340382792055606 1.6290385629981745 20.291984535753727 5.1456431038677675 5.8468380868434906 3.1227531842887384 3.2399227917194358 7.9109864272177219 6.0746862804517132 32.107595477253199 5.0208925306797028 169.23219418525696 8.5651466958224791 7.3924921080470076 2.908865642733871 6.1760011794976872 3.721102386713028 11.029568716883658 11.594517476856707 23.114144518971447 7.9678607881069174 9.5188043415546399 3.6258855536580077 3.577315814793109 8.1995511651039141 4.2955075539648533 15.205281116068361 5.9320278454106292 12.195022355765103 2.8797573992051184
leaf_count=227 56 12 70 54 24 25 17 66 90 193 18 1077 38 23 34 52 21 33 40 88 22 36 23 14 29 39 61 319 36 63
internal_value=0.000181783 -0.000169633 0.000422986 0.000813187 -0.000937005 4.85051e-05 -0.000518153 -0.00275219 1.25981e-05 -0.000201949 -0.00176308 -9.5058e-05 0.000462966 0.00148336 0.00024837 0.000140589 -0.00173844 0.000513873 0.000974067 0.00149301 0.00073639 0.000583224 -0.000523584 0.000901125 0.000500475 -0.00232258 0.00112479 -3.41395e-05 0.00182479 -0.00246171
internal_weight=449.652 183.013 266.639 130.578 10.9925 136.06 57.4768 11.0337 46.4431 43.2032 11.0956 179.673 78.5834 18.8665 11.474 59.7169 9.8971 49.8198 119.586 51.374 31.082 68.2119 15.2204 52.9915 43.4727 7.87282 35.5999 175.164 20.3946 4.5088
internal_count=2900 1527 1373 536 78 837 409 91 318 301 108 1471 428 95 72 333 73 260 458 180 110 278 63 215 179 53 126 1396 65 75
is_linear=0
shrinkage=0.0035658


Tree=236
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 1 0 1 1 2 2 0 1 2 2 0 0 0 0 2 2 1 0 2 1 1 1 1 0
split_gain=3.76478 4.44635 4.19489 3.20811 3.58388 2.73869 2.38036 2.34059 3.7904 2.6614 3.6195 3.26556 2.47927 3.08431 3.22806 3.94148 2.81354 2.27006 2.16775 2.14686 2.00403 5.78842 4.24455 2.69965 2.03946 1.95395 2.78164 2.3731 2.67496 1.78848
threshold=0.39167988980000007 0.48181192180000004 0.39388042275000007 44.015822920550008 47.833738492450003 37.186372654950006 0.50064369330000014 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.43590012275000006 41.348489042950007 40.823855932350007 0.54317236010000014 0.52324780695000006 0.55041765215000005 0.56055207925000017 42.178283198950005 42.686561923500008 0.34479506600000004 0.41932876265000008 41.24714903835001 0.41865513010000005 0.42440346100000009 0.41640968835000008 0.39971857130000005 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 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 17 -5 29 7 8 -7 -10 11 -11 16 14 15 18 25 -3 -14 -15 23 22 -22 24 -1 27 -27 28 -9 -4
right_child=2 3 5 4 -6 6 -8 12 9 10 -12 -13 13 19 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0027356780988278292 -0.0028005725000021676 0.00083553004265528893 -0.00060990932597354823 -0.0020243250131508871 0.00069091466672810983 0.0010408464606941874 -0.0011185986722713767 -0.0012965069490349869 -0.0030217881172451186 -0.0011856180156746077 -0.0028111473081121299 0.0025750173998190752 0.00021717697291738137 0.001097530597431277 -0.0018462395003243364 0.0017430956899256046 0.0017123499183284855 -0.00039401947189725316 -0.0021114403533095509 3.4082610274630442e-05 0.00047189430260649275 4.4485526494711664e-05 -0.002828445262987958 0.00037425995646166225 0.00066718826048668949 -0.001973455588842524 0.00061958864692535217 0.0019886389312711284 0.00092001289790146824 -0.0025872778513330512
leaf_weight=2.9113191445358089 3.3173552993684998 114.8389036282897 12.527768872678278 5.3408022336661798 5.9190763980150223 4.9455846697092083 9.9957503117620927 4.684216342866427 4.1348668336868277 2.963824696838854 2.9330128044821322 2.4245350509881973 4.6064183562994021 13.432288683950899 9.5668226238340122 4.7544283792376509 11.285565495491026 9.3807114809751493 4.6291872449219227 59.659719672054052 3.1502061700448376 48.012120870873332 7.8814475126564503 75.763823144137859 1.5635106330737469 4.4758576527237874 5.125253077596426 6.0429543629288665 9.5672215670347196 3.3477448490448287
leaf_count=74 56 413 106 54 24 20 286 29 46 35 72 9 18 45 87 13 32 45 46 354 25 318 66 328 26 23 20 16 34 180
internal_value=0.000143082 0.00032136 -0.000122529 0.000631337 -0.000596982 -7.34738e-05 1.81327e-05 9.13296e-05 -0.000739174 -0.00144591 -0.000662856 0.00050651 0.000196185 -1.42098e-05 -0.000770437 -3.47691e-05 0.000689967 0.000742678 -0.000950002 0.000229515 1.98464e-05 -0.000316203 -0.001886 0.000267129 -0.00154671 0.000304017 -0.00058924 0.00072661 0.000191479 -0.00102689
internal_weight=459.182 274.762 184.42 135.479 11.2599 181.103 165.228 155.232 17.4018 12.4562 8.32137 5.38836 137.83 96.6489 23.5569 13.99 41.1811 124.22 9.23561 73.092 139.282 59.0438 11.0317 80.2387 4.47483 29.8955 9.60111 20.2944 14.2514 15.8755
internal_count=2900 1373 1527 536 78 1471 1185 899 182 162 116 44 717 563 164 77 154 458 64 399 837 409 91 428 100 122 43 79 63 286
is_linear=0
shrinkage=0.00240323


Tree=237
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 0 2 2 2 2 1 0 2 2 2 0 2 1 2 0 2 1 0 1 2 1 0 2 2 0
split_gain=2.79439 4.79649 3.20494 3.4016 4.04922 2.61808 2.07839 3.62892 2.03252 5.24917 3.9781 2.50443 2.82948 2.12258 3.26559 5.83088 2.10289 2.02876 3.74194 2.39543 1.80505 3.89316 3.81341 2.94735 2.42391 1.91928 1.82922 2.34325 1.73402 1.93668
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 0.51243974730000008 43.124157941850008 42.801286935650005 42.178283198950005 42.686561923500008 0.34479506600000004 0.41932876265000008 41.24714903835001 42.773538294100007 43.45354240915001 0.47886290830000006 43.633733172900008 0.35877668335000007 41.322103772800006 0.48607826115000008 41.532441862050007 0.34554354660000003 0.47905751325000007 0.34569324270000007 39.646013290900008 0.34530403280000005 0.47778509625000004 37.572218886150004 37.186372654950006 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -3 7 17 11 10 -10 12 -1 -11 15 -15 -16 18 -4 -20 21 24 -23 -22 26 -26 27 -13 29 -7
right_child=1 5 3 4 -6 28 -8 -9 9 13 -12 20 -14 14 16 -17 -18 -19 19 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0038616237650652345 -0.0039882276451384535 -0.0037925384176231199 0.0025181915794376232 -0.0030889380374544868 0.00091760961689280193 -0.00052622139195520126 0.0022610849118676491 -0.0018405763367180699 0.00069271284068477858 0.0026374148591298569 -0.0038193081140276996 0.0021429685000989114 0.0019231857223212237 -0.0039246024241229929 0.0028862618215002968 0.00095174547387068254 9.3082811184366437e-05 0.00055544462197448894 -0.00090021521569428936 0.0014756776480996092 0.00036882700753269903 -2.9562244453353351e-05 -0.0043716664752289922 0.0031200660414363881 -0.00060320849718640515 0.0017274256864442407 0.0028731278337272808 -0.00042800812356126388 7.7927540193490797e-05 -0.0036191951448372008
leaf_weight=3.06024734256789 3.5808035228401414 2.0972627848386756 20.581708408892155 5.4089134410023672 5.9773091301321983 11.474996875040231 11.945516139268873 5.6122894436120978 3.0652254447340948 3.3009503176435819 7.78857346996665 7.614182963967326 1.3814090425148604 6.1076547885313612 3.3846698151901355 5.0363749712705612 29.290677553042769 63.324904751032591 8.289659336209299 11.272169187664984 11.233192741870882 5.8647448439151031 3.7214933484792709 7.1876445412635794 18.92181729525328 5.0359222218394271 6.7970950454473487 8.3849464207887632 160.98031623009592 2.8435145041439673
leaf_count=74 56 47 70 54 24 102 37 28 25 17 66 30 26 90 19 18 174 253 33 37 51 52 21 23 80 17 18 36 1142 180
internal_value=0.000178709 -0.000143774 0.000395194 0.000767532 -0.000985662 -6.61727e-05 0.000932473 0.000786976 3.57875e-05 -0.000441558 -0.00254507 0.000385191 -0.00206248 4.29689e-05 -0.000152473 -0.00172081 0.000382414 0.000929499 0.00151955 0.000468852 0.00053061 0.000232515 -0.00171522 0.00144234 0.00063187 -0.000113309 0.00141502 0.000795551 -2.15907e-05 -0.00114046
internal_weight=450.566 180.977 269.589 132.412 11.3862 177.396 121.026 109.081 137.177 57.9741 10.8538 79.2027 4.44166 47.1203 43.8194 11.144 32.6753 103.468 40.1435 19.5618 74.761 56.3402 9.58624 18.4208 46.754 23.9577 22.7962 15.9991 175.299 14.3185
internal_count=2900 1527 1373 536 78 1471 458 421 837 409 91 428 100 318 301 108 193 393 140 70 328 254 73 74 181 97 84 66 1424 282
is_linear=0
shrinkage=0.00335508


Tree=238
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 1 0 1 0 1 1 2 2 0 0 1 2 2 2 2 2 0 0 2 0 0 2 0 1
split_gain=4.49057 4.9739 4.7372 3.34281 2.78146 3.29632 3.74509 2.70689 2.4596 2.79002 3.94281 2.41939 3.33664 2.92301 2.38628 2.93178 2.76253 3.61875 2.7383 4.3261 2.59757 2.28153 2.49262 2.25769 2.18132 2.10261 5.79032 3.15986 2.16455 5.40869
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34518427590000006 0.34506451900000007 0.34482500525000009 0.42314601355000009 0.50663153795000015 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.54317236010000014 0.43590012275000006 42.072181850200003 39.995120105550008 38.592454371550012 49.700765821350011 40.621691032550004 0.52324780695000006 0.56055207925000017 44.921040431000009 0.47778509625000004 0.47886290830000006 42.718072821900002 0.51017933595000009 0.37982395740000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 7 24 9 10 -5 -12 13 -13 15 -11 17 18 19 -16 -19 22 -4 -18 -1 -23 27 -27 -28 -30
right_child=1 3 21 8 -6 -7 -8 -9 -10 14 11 12 -14 -15 16 -17 23 20 -20 -21 -22 25 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0022873283497858959 -0.0039791572482017123 -0.0015598596066090803 0.0012816443009655257 0.0013749750276614661 -0.0014711446041136805 0.003350445332527019 -0.0035396724470675195 0.00067437005543177612 -0.0020196323084359594 0.00037791757831342305 -0.004186259631438231 -0.0017252674449289033 -0.0038694633040017518 0.0030268656506505409 0.00028099606485405116 0.0023536939585063884 0.0015151699591781326 -0.0043629957957808515 0.00087914491374055013 -0.005117731238986299 0.00011862555574777465 0.0017762051188905555 -0.0008335356577306018 2.104739719431611e-05 7.5070159416103403e-05 -0.0048090418128960014 0.00068695348584817335 -8.2615700119777251e-05 -0.003568488587032956 0.00069677841669349395
leaf_weight=7.5450749993324306 3.768569476902484 16.311604088172317 82.696812570095062 4.9994784053415087 16.216088532470167 3.2229637680575243 3.2938117645680896 33.148022118955851 6.3077124808914951 30.227755695581436 4.1562523804604998 3.2261389438062889 3.1508666165173054 2.5622698590159416 4.208166301250464 11.415322087705134 13.508852072060106 4.8490362446755162 10.419931083917616 2.6808610633015633 2.0218558050692081 11.212696164846419 6.6404918022453776 64.11884087882936 10.064616952091454 3.673009004443883 78.988156232982874 2.7135971635580063 4.8634750433266154 10.075668662786482
leaf_count=176 56 286 286 20 156 13 26 153 253 122 46 35 72 9 30 32 45 51 40 22 21 35 32 387 51 34 304 14 50 43
internal_value=0.000193931 -0.000201614 0.000464881 -0.000124314 -0.000256704 8.71395e-05 -0.000107444 0.000115283 1.51888e-05 9.46405e-05 -0.00113443 -0.00209244 -0.00111894 0.000378289 0.000249676 0.000919523 -2.43161e-05 -0.00100469 -0.000195091 -0.00181992 -0.00304422 0.000728889 0.00112442 0.000281056 -0.000937127 0.000412051 0.000259571 -0.00280084 0.000467664 -0.00069179
internal_weight=462.288 187.934 274.354 184.165 73.4906 57.2745 54.0515 50.7577 167.853 161.546 18.095 13.0955 8.93928 5.78841 143.451 41.6431 101.808 24.1799 17.309 6.88903 6.87089 200.864 89.3373 77.6277 17.6097 111.527 100.314 6.38661 93.9273 14.9391
internal_count=2900 1527 1373 1471 575 419 406 380 1185 932 182 162 116 44 750 154 596 164 92 52 72 798 318 432 227 480 445 48 397 93
is_linear=0
shrinkage=0.0033216


Tree=239
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 1 0 1 0 1 1 2 0 0 1 2 0 1 1 1 2 1 2 2 2 2 2 0 1 0
split_gain=0.789074 1.96843 4.30031 1.94631 1.70321 4.95472 1.57004 1.29637 2.53387 1.9367 1.45161 1.41997 1.37466 1.56024 3.46504 1.5523 2.72843 2.28098 1.87467 1.77505 1.6472 1.46465 1.59884 2.53127 2.29584 2.38527 2.10312 4.45831 1.85985 4.15023
threshold=0.52324780695000006 0.52772372085000019 39.091773401050006 0.52266399210000014 0.39458399450000009 0.38991347565000006 0.52803808270000008 0.38906020780000011 0.51929582950000019 0.38042274180000007 0.39971857130000005 33.96174662340001 0.48181192180000004 0.5089817670000002 0.37852160115000005 40.982542372850013 0.50300889195000009 0.35877668335000007 0.34988473400000003 0.36730936200000003 43.162556114600001 0.36000419150000007 41.872669623500009 41.532441862050007 42.686561923500008 42.773538294100007 43.45354240915001 0.47997065955000012 0.34554354660000003 0.47905751325000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -4 -3 8 9 11 -9 -1 21 15 -15 17 18 -14 20 -19 -17 22 23 28 -24 -26 27 -27 -13 -30
right_child=1 6 4 -5 -6 -7 -8 10 -10 -11 -12 12 13 14 -16 16 -18 19 -20 -21 -22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.013686732443746153 -0.032698982545150343 0.021893155638517195 0.00934532789027708 0.014635729279295129 0.0090802269224159928 -0.034193142347225931 -0.00028286917317311939 -0.002978983850948367 0.01562105993739446 -0.013724492434641463 -0.02619247084601254 0.001717142042946096 0.016710557587105674 -0.014504371935361839 0.014552446942240409 -0.0014715589338312476 0.01491489140531445 -0.0019064230319021398 -0.014860592952954251 0.013996425753082289 0.012761665643336929 0.011699966075133558 -0.011420667140549135 0.012296451305555338 0.0192614152261638 -0.026746842547148583 0.0010980083751451746 0.0063072828538931506 0.0042717195096489777 -0.029333349506562457
leaf_weight=3.4931507309665895 3.3354397863149634 1.8025977052748192 3.247617378830908 5.9831940312869838 4.5017183888703585 2.6503645069897175 160.09835941635538 7.5979017335921508 6.736217373982071 4.9379774853587142 1.8752708532847462 43.053692085668445 12.925332989543678 6.7967286724597198 3.4568670503795147 22.215005025267605 7.5382651686668387 11.330939024686815 4.588223945349454 5.990723989903926 5.705775558948516 5.6230967221781603 15.171547958627341 10.857187818735836 3.1126983012072733 5.113128549885003 26.257475185208023 4.1093672215938568 4.6745610032230598 3.6572582572698593
leaf_count=70 41 11 19 24 43 31 1376 45 27 24 56 213 55 54 14 88 35 45 28 24 19 39 134 45 16 83 175 14 31 21
internal_value=0.000431152 -0.000764566 -0.00935288 0.00133326 -0.00186521 -0.0102195 -3.59623e-05 0.000982354 0.0013553 0.000899017 -0.00757423 0.00125011 0.00150819 0.00390244 -0.00470824 0.00515846 0.00210684 0.00919882 -0.000863121 0.0035936 0.00143708 -7.73772e-05 -0.00064825 0.00192991 -0.00363298 -0.000571487 -0.00231145 -0.0120186 -0.000260422 -0.0104793
internal_weight=408.438 175.636 13.7351 232.802 10.3997 5.89798 161.901 226.818 217.345 210.609 9.47317 205.671 202.178 80.5479 10.2536 70.2943 40.0473 30.247 32.509 17.3217 27.9208 121.63 116.007 62.2427 53.7642 38.5927 35.48 9.2225 51.3855 8.33182
internal_count=2900 1521 134 1379 93 50 1387 1355 1254 1227 101 1203 1133 362 68 294 170 124 135 69 107 771 732 310 422 288 272 97 265 52
is_linear=0
shrinkage=0.0236291


Tree=240
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 2 2 2 1 2 0 2 2 2 1 0 0 2 1 1 2 1 1 2 0 1 2 2 1
split_gain=2.65511 3.62512 2.94954 3.38553 4.8251 4.44661 2.78664 7.7433 2.70165 2.5032 4.54186 2.27629 2.11854 8.40634 3.44363 3.09765 5.65861 5.19095 2.49444 2.35461 3.37057 2.88902 2.34388 2.08921 6.79476 2.31446 3.23491 3.1094 1.97852 1.94666
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 0.4211999641000001 0.54279811980000015 0.41640968835000008 41.169697216150006 40.823855932350007 49.842240509300005 0.43672345135000007 36.735256530150004 0.42314601355000009 47.833738492450003 45.154229826150008 48.988717865950008 0.4019490434500001 0.52511900840000014 0.50300889195000009 43.633733172900008 0.34512439750000007 0.34193587020000005 44.921040431000009 0.31100865245000009 0.34542378970000004 43.740100730350001 0.47739588635000008 0.34560342505000002 43.19689381845 42.773538294100007 0.42552618185000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 11 5 -5 12 7 -2 -8 -3 -11 -1 13 15 -14 16 17 19 -18 20 21 -4 -16 24 -21 -25 -27 28 -28 -13
right_child=1 9 3 4 -6 -7 8 -9 -10 10 -12 29 14 -15 22 -17 18 -19 -20 23 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0017462652770853782 -0.0026500278604292427 0.0024678322197735953 -0.004213297890321775 -0.0054686005636009226 0.0025450254534869752 0.0032325771182768999 -0.0050081592303140455 0.0044782409161890982 5.2673959504727084e-05 -0.0042320983327292644 1.2897004381099841e-06 0.00057511227614432173 0.0021112323083574995 -0.0039906370332441401 0.0010160050367914468 0.0028144060737746628 -0.0053002940513622232 0.0022903483245023523 -0.00089856651356046613 -0.0059056084355755883 0.0013987596510377589 0.0029633793278716447 -0.0033629528929247777 -0.0025210441351771894 0.0017680864479148958 0.0028825470447664831 -0.00071469794839089775 0.0010679345492895897 -0.0037665891823728819 0.0022716793515056783
leaf_weight=5.6578404088504604 7.5021990109235066 5.2624114640057078 3.0532806226983693 3.5716396868228903 1.4810371920466421 5.6477770060300818 5.3789282850921145 2.9615640640258789 2.0223787352442741 3.6954279206693164 79.454818494152278 208.13713669590652 12.650248259305956 8.2579791601747257 3.3953212872147551 4.9670955874025813 4.0729763060808173 12.398689564317463 3.2058088667690754 3.971590979024767 16.735050689429045 1.0504626035690305 3.4174201674759388 6.4190466441214076 2.701360858976841 4.4446445517241981 8.5280843228101748 9.1038031373172981 4.5331473127007476 9.8703742213547212
leaf_count=109 84 18 96 76 5 16 56 6 21 174 682 908 42 97 13 17 44 48 19 41 67 5 31 65 9 17 41 33 26 34
internal_value=0.000177526 -0.000338741 0.000335522 -0.000127236 -0.00311965 2.99048e-07 -0.00187239 -0.00063251 -0.00362531 -2.88442e-05 -0.000186854 0.00059126 -0.000161386 -0.000394744 0.000958982 -4.61522e-05 -0.000223278 8.99065e-05 -0.00336163 -0.000360744 0.000655357 -0.00237624 -0.00118058 -0.00089408 -0.00279912 -0.000509194 -2.38765e-05 -0.000606687 -0.00177391 0.000651925
internal_weight=453.55 106.278 347.272 123.606 5.05268 118.554 17.8651 10.4638 7.40131 88.4127 83.1502 223.665 112.906 93.443 19.463 85.185 80.2179 72.9392 7.27879 60.5405 20.8388 4.10374 6.81274 39.7017 6.67295 33.0287 26.6097 22.165 13.0612 218.008
internal_count=2900 1041 1859 808 81 727 167 90 77 874 856 1051 711 625 86 528 511 448 63 400 168 101 44 232 50 182 117 100 67 942
is_linear=0
shrinkage=0.00373278


Tree=241
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 0 1 1 2 2 2 0 2 0 2 0 1 2 0 0 1 0 2 2 1 0 1 2 2
split_gain=3.06481 4.3336 3.47988 2.35392 2.97744 3.83765 2.49954 3.1421 3.72375 4.45465 2.58375 3.15225 2.92143 2.61749 2.50494 2.13337 2.1785 3.11306 3.56658 3.6358 4.04657 2.31531 1.92774 1.83262 2.18867 1.82997 1.79988 2.94778 2.70085 4.32763
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.52877159370000015 39.268993001500007 41.43512228960001 0.54511840960000013 0.4355408521000001 0.43672345135000007 36.735256530150004 42.072181850200003 39.995120105550008 0.55041765215000005 49.49736495185001 0.53839705400000015 41.24714903835001 0.47796473160000008 0.34569324270000007 42.852084787850011 0.48181192180000004 0.47943175355000006 0.34587287805000005 0.52366695610000014 44.215931556700006 43.633733172900008 0.34524415440000006 0.59014700160000022 0.45664800455000004 44.710446918150005 46.177190236600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 25 4 -3 -6 14 10 -9 -10 11 12 -8 -12 -5 22 -17 18 19 20 -18 -19 -4 24 -7 -1 -11 -28 -29 -30
right_child=1 3 15 6 5 23 7 8 9 26 13 -13 -14 -15 -16 16 17 21 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=4.6988853901862608e-05 -0.0042605374173101396 -0.0047225903887737532 0.0011806830114581741 -0.00027814516487024727 0.0029478092013885209 -0.0027239396399519342 -8.4371784761057308e-05 0.0028521984763751123 -0.0042151455107323488 0.00044433587503494215 -0.0048050322254726257 0.00065371303717508831 -0.0044299322943552929 0.0001135671687317903 0.0013334042790537637 0.0017273871928999672 -0.001089449208402883 0.0022707748086697125 0.00069920353618187399 -9.9687302177382518e-05 -0.0063350673783484973 0.00022656574835626094 -0.0010421216960688779 -0.0042914391186128602 0.0018457088788964078 -0.0014074508917476566 -0.0054095185176362233 -0.0017855140866846553 0.0037872789153366839 -0.00054316836143094801
leaf_weight=57.898356771096587 3.4063092060387126 3.0489126890897742 96.801778018474579 21.711835078895092 2.9494395256042472 3.1652353908866626 3.9319659899920278 5.9259183555841437 3.4654447161592534 50.553977155592293 4.8164083696901789 10.301548428833483 4.3877915618941188 2.0750694647431374 31.958787720650434 12.389268934726713 3.7378496974706668 8.7369929365813714 9.3939748927950841 6.1331459134817123 4.1707015782594681 49.523533217608929 5.5285125523805609 2.8518172483891249 2.5262377187609673 14.499512349721043 1.6753712054342056 11.346484805922957 4.1165889147669104 12.444463730789719
leaf_count=428 56 39 350 120 14 28 19 19 174 257 50 40 68 22 111 41 25 27 35 23 32 237 28 67 15 147 19 257 13 139
internal_value=0.000191564 -0.000168841 0.000441824 -9.27844e-05 -0.00150616 -0.000652867 2.90374e-05 -0.000275345 4.76549e-05 -0.000151137 -0.0014088 -0.000700011 -0.0023762 -0.00332401 0.00068147 0.000694725 0.000296796 7.9846e-05 -0.00104699 -0.00221521 -0.00385581 0.000533124 0.00106059 -0.00189595 -0.000695639 -0.0002443 2.46069e-05 -0.000692664 -0.000409498 0.000533253
internal_weight=455.473 186.66 268.814 183.253 14.5416 11.4927 168.712 115.041 89.5282 83.6023 25.5128 18.6213 8.31976 6.89148 53.6706 196.416 94.0855 81.6962 23.4357 14.0417 7.90855 58.2605 102.33 8.54329 5.69147 72.3979 80.1369 29.5829 27.9075 16.5611
internal_count=2900 1527 1373 1471 163 124 1308 1077 878 859 199 127 87 72 231 798 420 379 115 80 57 264 378 110 43 575 685 428 409 152
is_linear=0
shrinkage=0.00366117


Tree=242
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 1 0 2 2 2 2 1 2 2 1 1 0 1 0 2 2 0 2 1 0 1 1 0 0 0
split_gain=4.59122 4.29667 4.82479 4.40197 3.89049 3.14215 3.33357 5.86543 6.54141 3.08611 2.49957 6.04713 3.77602 4.77904 2.82945 2.48462 2.37427 3.16149 3.66742 3.82594 5.39911 5.38499 7.70896 3.07215 4.9876 2.19737 2.13082 6.08214 2.74399 3.49154
threshold=0.45393850480000009 44.421469061800003 0.41932876265000008 0.57600071855000012 0.45664800455000004 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 44.758188263300006 44.710446918150005 0.46613873835000008 46.177190236600005 47.673928029900004 0.48627286610000009 0.49901200560000009 0.47886290830000006 0.34458549145000011 0.4622167001000001 42.773538294100007 43.968221017800005 0.47778509625000004 40.305698932850007 0.34500464060000008 0.47694679800000012 0.46208197360000008 0.37852160115000005 0.53136133645000017 0.5339660489000001 0.58859016195000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 6 16 -8 -9 -3 11 25 -12 -14 -15 -16 17 -4 -19 21 -21 23 -23 -20 -25 -6 -11 -28 -29 -30
right_child=4 9 3 -5 10 -7 7 8 -10 26 12 -13 13 14 15 -17 -18 18 19 20 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0024023017226405549 -0.004319040025930811 -0.0033384077999743739 0.00085863698566992705 -0.0027985187213045311 -0.00077785242453014183 0.0020193252139911228 -0.0028047233491048057 0.0025498874229873741 -0.0012678523728033267 0.00034867823229851712 0.0029979355886865077 -0.0023309758804796014 -0.0047527062468664385 0.0022106172238964598 -0.0040708379108052983 6.6629327860072711e-05 0.00071820070744878131 -0.0037982864983078703 -0.00077513140211896148 -0.0037244760871559014 0.0014194962876355696 0.00087493270966604926 -0.0050215352947216079 -0.00074319387872822328 0.0028962238952200342 0.0020332718941975204 -0.0041474928754946369 0.0022467310085290165 -0.0017786187774122444 0.0020254054828208828
leaf_weight=6.1622262932360163 2.9218015167862168 3.9124462390318504 31.725877091288567 4.2212196839973322 5.5682275332510489 13.995679274201391 8.7413484100252408 8.2793458253145236 10.777160357683895 22.748706951737404 4.4348328597843674 17.147797047160566 2.2326933834701803 5.3088021762669078 1.864653032273053 8.0571509469300491 231.84665094316006 3.1997802741825572 6.8902762830257442 6.4229883886873704 3.1840028613805771 5.0782239958643896 4.2483537159860134 5.7207103483378914 12.539602890610693 6.0560628622770309 5.1190590411424663 3.8943061828613308 10.113248927518724 3.3514695130288592
leaf_count=170 34 41 133 50 42 40 91 23 57 125 15 416 31 22 26 89 976 56 30 60 12 17 38 42 32 22 93 11 92 14
internal_value=0.000194422 0.000310057 0.000431386 0.000480317 -0.000694921 0.000519564 0.000457583 -0.000614059 0.000390814 -0.000586307 -0.000485943 -0.0011118 0.00033637 -0.000339539 0.000307399 -0.000710945 0.000553413 6.98599e-05 -0.000459382 -0.000217033 -0.00201963 0.000285258 -0.00181097 0.0010626 0.00175604 0.000686697 -0.000348231 -0.00105353 -0.000141141 -0.000831769
internal_weight=465.765 412.173 363.033 356.871 53.592 352.65 338.654 27.7979 19.0565 49.1392 50.6702 28.7721 21.8981 17.4633 15.2306 9.9218 310.856 79.0098 47.2839 44.0842 9.60699 34.4772 9.32658 25.1506 18.2603 11.6243 45.2268 22.4781 17.359 13.4647
internal_count=2900 2203 1827 1657 697 1607 1567 171 80 376 663 480 183 168 137 115 1396 420 287 231 72 159 55 104 74 64 335 210 117 106
is_linear=0
shrinkage=0.00322997


Tree=243
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 1 1 2 1 1 0 2 0 1 2 0 2 2 1 0 2 0 0 1 0 0 1 1 2 2
split_gain=0.860511 0.92423 1.41252 0.706603 1.87737 3.11183 2.91263 1.52928 1.56772 5.22273 3.35399 3.53531 2.45606 2.04744 2.55453 1.48737 1.61847 1.44295 1.53745 1.28962 1.18032 1.22791 2.24856 4.71192 2.12043 2.04547 4.99633 2.46274 1.83592 3.54028
threshold=0.50663153795000015 48.315732392000008 48.988717865950008 42.564639561200003 0.57600071855000012 0.47536001915000009 0.47976108500000009 43.19689381845 0.3459626957000001 0.34581299960000006 0.49588335680000006 42.674081447500008 0.55041765215000005 0.34515433670000012 42.929886289700008 0.58626987215000004 40.823855932350007 43.542456167850005 0.34632196640000007 0.51818807820000012 43.740100730350001 0.58859016195000013 0.55754318735000019 0.48363821445000005 0.61802041855000012 0.55335169605000012 0.4211999641000001 0.41640968835000008 44.157169339850007 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 15 -7 8 9 13 -10 -12 -13 -5 -15 16 -6 18 -9 -20 -19 22 25 -24 -23 26 27 28 -22 -30
right_child=1 2 -4 7 5 6 -8 17 10 -11 11 12 -14 14 -16 -17 -18 20 19 -21 21 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001498967246690814 -0.021308353280752316 0.008300410234263542 -0.021837925626092405 0.0018112833996388872 -0.025474919502035117 0.025828009126459658 -0.0050886630037272887 -0.0047440677422702525 -0.025827150676662219 0.025258960207509 0.0096783411536734091 -0.0048901242315895106 -0.028641065371191241 -0.030296469131233135 -0.00023383022099470412 -0.025300795248102127 0.0025031054307061095 -0.010292487873625593 0.018385474427618804 0.0039765021313850867 0.0064698097638280442 0.011362966100364261 -0.026987792961679885 0.0064496265129319651 -0.0050504540854640449 0.017475554557470071 -0.027835716100549811 0.016454076808338106 -0.0096917269839966683 0.0033567856677623933
leaf_weight=263.57705945731141 1.5589234750950698 1.9737101644277575 0.98644898179918517 6.3187254243530351 1.3076294458005562 1.8772561461664734 4.1114922028500587 3.7446005418896666 3.8011130373924997 2.8661131188273421 5.0645697414875022 6.2845569783821684 2.604673070833087 2.5160784833133221 2.277714965865016 3.4142905254848301 2.6400860771536827 4.8857540981844059 4.855580694973467 5.724314771592617 12.009882992133496 9.3570706024765951 3.9572200719267121 3.2433831375092268 5.167420331388711 2.7803536877036086 2.7083188639953724 3.9371249303221694 16.748153916560113 18.517984717153013
leaf_count=1419 249 11 59 53 48 10 79 34 34 8 21 43 30 28 18 74 12 41 21 29 63 47 59 22 31 13 69 13 167 95
internal_value=0.000432408 -0.00849232 -0.00174295 0.000531674 0.00111787 -0.00640592 0.0046026 -0.000723124 -0.00464521 0.000506426 -0.00870115 -0.00403591 -0.0118495 -0.00587769 -0.0160126 -0.015361 -0.00676425 0.000551613 0.00658105 0.0105894 -0.000485068 0.000125904 -0.00110093 -0.0119265 0.00552352 0.000273819 -0.000613155 0.000826463 -0.000474997 -0.00284005
internal_weight=410.818 4.51908 2.96016 406.299 276.928 13.3508 5.98875 129.371 31.7335 13.9786 17.7549 13.9538 8.88923 11.1125 4.79379 7.36201 3.94772 97.6372 14.3245 10.5799 83.3127 78.4269 63.9024 7.2006 14.5245 56.7018 53.9215 51.2131 47.276 35.2661
internal_count=2900 319 70 2581 1642 223 89 939 235 107 128 94 73 99 46 134 60 704 84 50 620 579 501 81 78 420 407 338 325 262
is_linear=0
shrinkage=0.0205657


Tree=244
num_leaves=31
num_cat=0
split_feature=2 0 0 2 1 2 2 0 0 0 1 2 2 1 1 2 2 2 1 1 1 0 0 0 2 0 0 2 0 1
split_gain=0.817184 1.50634 0.691772 1.21093 1.58981 1.43283 1.35447 0.894369 1.94731 2.31879 2.32817 2.87941 4.48639 3.18817 2.47401 3.31266 1.62869 3.67379 3.01933 4.54421 3.11109 3.65931 2.39141 1.59424 1.70402 2.68397 3.36955 2.06806 1.98121 5.50274
threshold=51.779769178100004 0.61532588845000014 0.42314601355000009 41.24714903835001 0.31063441215000004 41.66248410610001 44.921040431000009 0.52324780695000006 0.53781323915000012 0.54475913895000005 0.4355408521000001 41.348489042950007 40.823855932350007 0.4211999641000001 0.43672345135000007 36.735256530150004 43.633733172900008 44.269496632500008 0.39584144190000009 0.39458399450000009 0.38991347565000006 0.52772372085000019 0.53136133645000017 0.52266399210000014 37.797539186950011 0.51700547890000015 0.52104727400000017 37.186372654950006 0.50300889195000009 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7 23 16 -10 11 12 13 -11 -12 -16 18 -18 19 20 -9 -22 -19 24 27 28 -27 -4 -26 -30
right_child=1 -3 7 5 -6 6 -8 8 9 10 14 -13 -14 -15 15 -17 17 22 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.015880328638337316 -0.031482147746004462 0.0057610582114526751 0.0044988928662007327 0.030445639516897913 -0.032195096985295317 -0.029114611786947107 -0.00040858067381932322 0.0090587293819740199 0.0074167507970782894 0.0031219774689603833 0.018969602344714023 -0.020699862042424098 0.020137969097753596 -0.02459051090080723 -0.031686991219011411 0.0010870864300007569 0.020637532528651512 -0.032647900403347169 -0.021853354384589494 0.022744837829378105 -0.037251102450170603 0.0022163904272216798 0.00056830508974169234 0.016176819423334418 0.00022350506646003489 -0.03547348568384829 -0.00075015559668306501 0.023902592255840852 0.023213639753672657 -0.0040639414958897934
leaf_weight=0.67636479064822141 1.666098604910075 1.6168205542489884 26.418827159097422 0.98486770875751872 2.2441237578168511 1.4295072238892306 9.4644794352352601 3.7306383103132266 31.694478072226048 6.4067589752376133 5.5862710401415816 9.0298449303954822 5.0951413437724105 6.1452486636117101 2.4126474010990924 68.176779214525595 4.8587485924363119 2.4027230106294155 10.050902497023342 3.9923473224043837 4.5056074876338243 2.9287721887230873 5.1433363892138004 5.8503932431340209 149.14942790847272 3.4293781723827106 5.4949595332145691 4.9236485976725808 10.717652603983881 11.674448887351899
leaf_count=7 81 17 135 9 75 100 51 15 122 42 19 86 14 67 174 628 17 39 95 12 56 21 24 21 772 27 25 17 46 86
internal_value=0.000518722 -0.0131401 0.000629544 -0.00520364 -0.0210612 -0.00130498 -0.00417538 0.000850999 -0.000629422 0.000916259 -0.00108689 -0.00807526 -0.0016154 -0.0104456 0.00136046 -3.30855e-05 -0.00615854 0.00199533 -0.010171 -0.00242439 -0.0114243 -0.0217029 -0.010008 0.00202196 0.00163099 0.00060351 -0.0140934 0.00754706 0.00136811 0.00899207
internal_weight=407.901 3.28292 404.618 14.7993 2.92049 11.8789 10.894 389.819 172.16 134.547 102.853 26.677 17.6471 12.552 76.1757 70.5894 37.6131 12.4048 25.2083 15.1574 11.165 7.43438 7.54606 217.659 211.808 180.466 8.92434 31.3425 171.542 22.3921
internal_count=2900 98 2802 242 82 160 151 2560 1431 1152 1030 209 123 109 821 802 279 80 199 104 92 77 63 1129 1108 956 52 152 904 132
is_linear=0
shrinkage=0.0274876


Tree=245
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 0 0 2 2 0 0 2 2 2 2 0 1 1 2 2 1 0 2 1 1 0 0 0 1
split_gain=0.733604 0.876448 1.46467 0.649216 1.73336 0.622479 0.858874 1.62977 0.619558 1.86647 2.49656 3.57656 1.31559 1.41305 1.78646 1.25372 1.35836 1.30032 2.41416 1.6471 1.16005 1.25178 1.11664 1.02123 1.0618 1.46823 1.45156 4.42261 1.81869 2.33887
threshold=0.50663153795000015 0.52041855035000018 0.52332265500000019 0.57987784795000008 0.59210802070000013 31.796797363700005 0.52029879345000019 0.52428071015000011 42.564639561200003 42.487106141350004 0.58859016195000013 0.62143349005000015 43.19689381845 43.082598263550004 43.022303514600004 42.898324343550009 0.47715637260000004 0.34581299960000006 0.34744468730000005 42.674081447500008 43.542456167850005 0.34632196640000007 0.51818807820000012 43.740100730350001 0.47106374065000006 0.48627286610000009 0.55754318735000019 0.58859016195000013 0.55335169605000012 0.42067602765000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 -8 9 10 -7 -12 13 14 15 16 -10 -18 -19 -20 21 -14 -23 -22 26 -26 28 -28 29 -25
right_child=1 2 3 4 -6 8 7 -9 12 -11 11 -13 20 -15 -16 -17 17 18 19 -21 23 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.026087155193769057 -0.029397685764368638 0.027676108751703288 -0.024365983285687266 0.020390297487533168 -0.029058255649840957 0.0012124720183827491 0.025556967462181574 -0.025738628387472744 0.010690831255627047 0.011937027788538378 -0.027619177230052878 0.0073065212105272396 -0.0047368990254412846 -0.015967707453358702 0.01314424700456355 -0.016716960969225432 -0.018957966053416635 0.013876429459753785 6.3022547636825123e-05 -0.020848649132115527 -0.010831001314619018 0.019425812855119826 0.0040160940227165903 0.00056164025255222617 0.016134407074664951 -0.00010966259679175438 -0.029804593526915637 0.0040088553732002688 0.018853316088899778 -0.020937605198606588
leaf_weight=1.1257470351411023 0.90996590501163055 0.64745604142081026 1.1572910883696752 0.86821365286596097 0.68305952090304345 256.02174329105765 0.71000081300735451 0.63078697444871068 3.4359382307157054 8.453064867295323 3.8616729294881216 2.6775899911299348 3.7429568371735504 5.202964784577488 3.3402593573555341 4.0720608646515748 3.07601474225521 3.5948847569525233 4.7343934811651689 3.5575278252363205 4.8376030307263127 4.6134657077491266 5.6314208209514618 49.801609575748444 4.9840158522129041 7.5406193006783724 3.5450250962749106 5.0684375669807196 2.720976509153842 2.8870111971627912
leaf_count=50 70 10 150 10 79 1369 3 61 29 40 87 32 34 51 21 41 22 14 23 34 41 21 29 337 18 58 59 25 13 69
internal_value=0.000395818 -0.00918328 -0.00370226 -0.011203 -0.00138298 0.000498013 -0.0111321 0.00142444 0.000570197 0.00119636 0.000850571 -0.0133184 -0.000772503 -0.00492731 -0.0027018 -0.00505729 -0.00247675 -0.00550044 -0.00201796 -0.00890883 0.000578583 0.00675634 0.0109554 -0.0004832 0.000170753 0.00635445 -0.00103895 -0.00990768 0.000339705 -0.000616386
internal_weight=404.134 4.26599 3.35602 2.70856 1.55127 399.868 2.46653 1.34079 397.401 271.014 262.561 6.53926 126.387 31.014 25.8111 22.4708 18.3988 14.9628 11.8868 8.29192 95.3731 13.9878 10.2449 81.3853 76.5477 12.5246 64.0231 8.61346 55.4096 52.6886
internal_count=2900 319 249 239 89 2581 114 64 2467 1528 1488 119 939 235 184 163 122 93 71 57 704 84 50 620 579 76 503 84 419 406
is_linear=0
shrinkage=0.0232224


Tree=246
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 1 2 0 0 1 1 1 0 2 2 0 0 2 2 1 1 0 1 2 1 0 2 0 1
split_gain=0.669301 1.75833 1.24642 2.58517 2.46974 1.67265 2.6855 3.1379 2.25055 3.28356 1.65413 2.06195 2.94515 2.1133 5.51973 2.88294 2.32252 1.88509 3.99795 7.30014 2.31794 2.18443 2.38256 2.37083 2.15711 2.04651 4.42679 3.26512 2.78802 4.16855
threshold=48.988717865950008 48.852845034800005 45.673096293200011 47.480720532750006 0.54191491270000014 44.758188263300006 0.46613873835000008 44.421469061800003 0.58736265385000019 0.58859016195000013 0.46208197360000008 0.45206730335000006 0.44705248345000009 0.56859076075000015 38.994321257850011 42.406961525800007 0.5726475255500002 0.55041765215000005 39.995120105550008 41.24714903835001 0.43706775245000007 0.41985269900000005 0.54317236010000014 0.42194844465000009 33.384956903900012 0.40621538280000008 0.53905571685000009 39.788107623550012 0.53592706805000012 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 10 -8 -10 11 12 17 14 -13 16 -15 21 24 -20 -21 25 -23 -24 -19 28 -27 -28 29 -1
right_child=-2 -3 3 4 -6 -7 8 -9 9 -11 -12 13 -14 15 -16 -17 -18 18 19 20 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0013290908364756158 -0.0039511437931022894 0.012846307316783268 -0.014187153893509897 -0.0082905702842140036 0.011814339599667783 0.010079293386070038 -0.028901187313129326 -0.021422370438159012 0.037832366882577795 -0.009185053295850093 0.013668958264093735 0.0067040577388111384 0.013992410329705739 0.0066646837178481258 -0.042469518526033374 0.018790706325910206 -0.028827026694084722 0.0072317689769048552 0.016330831800597877 -0.0045948707612217098 -0.027461170707378892 -0.0011163113440888111 0.023174577208321102 0.0046320239616465756 -0.024429344685877881 0.010118629096001808 -0.0030199112857843494 -0.032847228484923691 0.01234876517241554 -0.013509244016696132
leaf_weight=218.27608779235743 18.335917243501171 6.0940424613654605 9.32820938434452 6.5231527127325517 6.4730833470821381 9.815092168049885 2.6649544900283209 3.3397694909945121 0.86761598661541839 8.8090741155901906 5.4261595997959366 2.2156551331281644 9.2611469533294422 1.8088704869151118 2.684520535171032 2.5744016394019127 2.1406603716313839 1.3892498074565107 8.6872561946511286 7.1346059404313547 3.5204640552401543 9.2992734145373124 7.2553727105259878 7.4127698764204979 6.4885695404373109 4.3684704555198532 3.6768199093639851 4.1589449197053909 11.359746824949978 10.554194534197448
leaf_count=1251 242 22 110 36 41 66 63 41 5 350 22 17 35 8 25 7 39 23 26 43 23 55 18 27 90 21 21 32 37 104
internal_value=0.000352855 0.00055858 0.000360224 -0.00492492 0.00172316 0.000692407 0.000425644 0.000817081 -0.0101371 -0.00496945 0.00104237 0.000831077 0.00118246 -0.00879149 -0.0202353 -0.000195971 -0.012572 0.000791681 -0.00499826 0.000641674 -0.01215 0.00136196 0.00801486 0.0138038 -0.0188459 0.000730198 -0.00848153 -0.0188512 0.00119825 0.000644712
internal_weight=401.944 383.608 377.514 22.3244 12.9962 355.19 345.375 333.033 12.3416 9.67669 329.693 324.267 312.843 11.4241 4.90018 6.52393 3.94953 303.582 27.2201 19.3423 10.6551 276.362 23.9674 14.6681 7.87782 252.394 12.2042 7.83576 240.19 228.83
internal_count=2900 2658 2636 187 77 2449 2383 1965 418 355 1924 1902 1806 96 42 54 47 1771 205 92 66 1566 100 45 113 1466 74 53 1392 1355
is_linear=0
shrinkage=0.0230596


Tree=247
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 0 2 2 1 2 0 0 0 2 2 0 1 1 2 2 0 0 1 1 1 2 1 1 0
split_gain=2.55163 4.40168 3.35581 2.19168 3.26924 2.65572 2.34113 2.52533 3.07858 2.76058 2.09139 1.82341 1.7101 2.52211 1.88008 2.08369 1.70546 3.28842 2.83397 3.13359 2.29176 2.16002 2.73353 2.16857 3.99534 2.84613 2.79413 2.01603 3.0624 1.65817
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.3447651268000001 40.421032462050007 41.792045663550006 0.46594413340000007 42.686561923500008 43.082598263550004 0.34521421515000011 37.186372654950006 0.47305469895000007 0.52366695610000014 0.52772372085000019 40.621691032550004 40.305698932850007 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.933728833200007 0.54511840960000013 0.54317236010000014 0.41865513010000005 0.39971857130000005 0.42440346100000009 40.380906245900007 0.42019700010000005 0.40367054880000008 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 -5 -6 -7 -8 -9 -10 29 -1 14 -14 15 -4 17 -12 -19 20 -20 22 23 24 -18 -25 -26 28 -23 -3
right_child=1 10 12 4 5 6 7 8 9 -11 16 -13 13 -15 -16 -17 21 18 19 -21 -22 27 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.00021466603923441877 -0.0046942319183296242 -0.00088096038188396008 0.0010454567632176967 -0.0055401997034612935 0.0015257546816247842 0.00095617538228260008 -0.0057479241807933106 0.0022499887055343983 -2.0580490188081975e-05 -0.0054639322775954426 0.001622572022631214 0.0016663083367385121 -0.0029077878998820749 0.00082761229335821861 0.00046675915866881032 0.0030052344405299778 -0.002142213076504145 -0.0050084187713653238 -0.0016713615583514262 -0.0045552265120596602 0.0034987795919233038 0.00099084313526167722 0.0026731659811959772 -0.0035348122467374911 -0.00031909170633905243 0.0008297757506000225 0.003242583135631652 4.8240055654348188e-05 -0.0040937791924119541 -0.0043490337272696989
leaf_weight=35.59810229158029 3.3574994560331097 11.683870125561951 68.915835250169039 2.5546808722429004 5.8960615126416114 4.1333076194860032 2.936033818870782 2.5257338006049377 2.7107734531164169 3.2968743480741978 4.8813864924013641 10.703024428337811 4.9658346790820342 6.8912490978837013 100.11713686026633 9.9078499749302846 4.7258949056267801 4.0110532864928237 2.8574785236269218 2.5506258811801672 2.6279187630861998 3.1564193964004508 11.022356823086737 4.5035842061042768 5.2952932119369498 5.072466816753149 10.471919156610964 94.714557804167271 4.718922222033143 2.7122896076180032
leaf_count=332 56 106 256 51 26 33 27 20 13 36 20 37 37 29 442 34 29 46 32 72 12 28 32 23 21 20 29 776 45 180
internal_value=0.000206135 -0.000162271 0.000457751 -0.000288189 -0.00126669 -0.000758871 -0.0016222 -0.00255139 -0.00145157 -0.00300778 -7.53256e-05 0.000220142 0.000732808 -0.000736801 0.000830188 0.00129179 5.54538e-05 -0.00114415 -0.0022652 -0.000895972 0.000805526 0.00019679 0.000970925 0.00034694 0.00108049 -0.00122288 0.00204642 -0.000113283 -0.00205587 -0.00153436
internal_weight=439.516 178.364 261.152 70.3546 24.0535 21.4988 15.6027 11.4694 8.53338 6.00765 175.006 46.3011 190.798 11.8571 178.941 78.8237 160.61 16.9285 12.0471 8.03602 5.4854 143.681 41.0915 30.0692 20.4931 9.57605 15.7672 102.59 7.87534 14.3962
internal_count=2900 1527 1373 575 206 155 129 96 69 49 1471 369 798 66 732 290 1185 182 162 116 44 1003 154 122 79 43 50 849 73 286
is_linear=0
shrinkage=0.00399587


Tree=248
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 1 1 0 1 2 1 0 2 2 0 0 0 2 2 1 0 2 1 0 1 2 2 2 0
split_gain=0.709681 0.773806 1.23521 0.620739 1.70216 1.65297 2.49751 2.96295 1.45803 3.07067 1.59993 1.54288 3.16766 1.2567 1.32242 0.935824 1.16175 1.17891 1.85595 1.03035 2.81925 2.3101 1.79297 0.923055 0.855579 1.75799 2.05678 3.37189 3.17427 2.29125
threshold=0.50663153795000015 0.52041855035000018 0.52332265500000019 0.47727612945000003 0.47760546090000006 0.47577916830000005 0.34500464060000008 0.34524415440000006 0.47305469895000007 0.3447651268000001 49.49736495185001 0.34392682850000006 0.4622167001000001 35.131296350900008 34.176526048000007 0.4588185982500001 0.42646926740000007 0.41155953415000007 37.186372654950006 48.919835655300012 0.31100865245000009 0.39614083410000006 44.921040431000009 0.34446573455000007 0.52324780695000006 0.39971857130000005 41.792045663550006 41.322103772800006 42.599563320500003 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=3 -2 -3 5 -5 8 -7 -8 10 -10 11 13 -13 14 -1 16 17 19 -19 20 21 22 -15 -6 -25 -26 27 29 -28 -27
right_child=1 2 -4 4 23 6 7 -9 9 -11 -12 12 -14 15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.0035710851870656515 -0.030527578522828527 0.026480063857022614 -0.011702727622732384 0.012091476008253291 -0.012021259075631655 -0.022451093942470447 0.014757377083767174 -0.012825095828983675 0.016302128868241277 -0.009651766841853664 0.019582956031368271 -0.029741489418981186 0.0063371102304072887 -0.02495262794338763 0.0264460230990296 -0.01293622696830914 0.0061338417912525575 0.0036470409535177785 -0.032917802791426393 -0.012919663905306918 0.020099298478679122 -0.044333638562655486 0.014153530997775918 0.0020430113401350078 -0.0053795369876027859 0.00097374395143050253 0.012568106060716495 -0.020796772626214096 0.00048913334414712735 -0.014001312144358931
leaf_weight=1.5594843174330919 0.82481935853138511 0.60969818034209344 2.5420855870470405 7.6976467594504348 3.3137936294078818 5.0896142143756142 3.8417940624058229 5.4917998034507036 8.0026017129421216 3.9527848381549111 1.9045210853219021 3.3368794153211629 2.4492108589038253 1.064227937720722 1.8774268999695776 4.3064960632473221 8.8116673585027439 1.3863411583006375 1.9237782396376131 2.994687408208847 3.3369018845260143 0.8845257507637142 1.8872592784464357 155.44131626817398 33.4495206521824 59.890978377545252 17.955274362117052 5.1213446967303744 42.559161173645407 6.5820730038685715
leaf_count=41 70 10 239 25 19 33 15 48 25 36 6 83 17 93 6 32 48 12 33 16 11 16 9 755 263 346 77 37 312 167
internal_value=0.000373823 -0.0097531 -0.00431644 0.000475488 0.000894547 -0.001695 -0.00887496 -0.00147189 0.000389558 0.00772105 -0.00193395 -0.00307803 -0.0144697 -0.000883322 0.0128259 -0.00265492 -0.000668491 -0.00511582 -0.0176037 -0.00105031 0.00390514 -0.010182 5.28882e-05 0.000628786 0.000759377 -0.000445817 0.000803385 -0.0019603 0.00407309 -0.000509066
internal_weight=400.09 3.9766 3.15178 396.113 332.011 64.102 14.4232 9.33359 49.6788 11.9554 37.7234 35.8189 5.78609 30.0328 3.43691 26.5959 22.2894 13.4777 3.31012 10.1676 7.17291 3.83601 2.95149 324.313 321 165.558 132.109 71.5944 60.5144 66.4731
internal_count=2900 319 249 2581 2001 580 96 63 484 61 423 417 100 317 47 270 238 190 45 145 129 118 102 1976 1957 1202 939 550 389 513
is_linear=0
shrinkage=0.0240919


Tree=249
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 2 2 1 0 2 0 2 2 0 1 2 2 0 2 2 1 2 1 2 1 0 0 1 0
split_gain=2.62464 4.05166 2.59427 2.88481 4.25959 2.21511 3.49235 3.38105 2.33546 5.87878 4.01469 3.34096 10.2781 3.15556 2.07698 2.00049 1.83722 1.81202 3.92979 1.79514 5.07794 4.42638 2.01038 4.28536 3.601 3.02842 3.43785 1.87166 1.78388 1.74829
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 0.35877668335000007 41.322103772800006 43.124157941850008 0.37982395740000008 0.50579323975000012 39.852039223600009 0.50300889195000009 37.737818700150008 39.788107623550012 0.52366695610000014 0.50663153795000015 37.186372654950006 42.686561923500008 0.48607826115000008 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 41.872669623500009 0.34554354660000003 0.47905751325000007 0.47943175355000006 0.39971857130000005 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 5 -5 6 -4 17 9 11 -11 12 -7 -10 28 16 29 18 -8 22 21 -21 25 24 -24 27 -27 -1 -3 -16
right_child=1 14 3 4 -6 8 7 -9 13 10 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=6.9742962341505052e-05 -0.0041655494196420556 0.00056056470213432176 0.0026341126867437756 -0.0033503068964821571 0.0011033372611403793 0.0014692125347041235 -0.001442412918367708 0.0027610263004533469 0.00035889734365199353 -0.00028048254823006489 -0.0048186040830300366 0.0025792240889909949 -0.0051513393009889087 0.0026400727749980764 0.00017408802471814743 -0.0020301934459986508 0.00015815484657037484 -0.0018875797316906025 0.0018961348653127816 0.00099563008930705736 7.8198924250942896e-05 -0.0041053657243290036 0.0012212997710891727 0.0035623521371693644 -0.0034191949375882297 -6.1163033920552711e-05 -0.0043897894237858422 0.0017563299996889577 -0.0040917827444952367 -0.0023728439601434764
leaf_weight=38.440877667162567 3.1823641657829276 1.6271622367203225 20.193376645445824 5.2084850706160051 5.8261549845337868 11.988561861217024 7.5350459143519499 7.8664929196238509 22.245724275708199 5.1554705053567869 4.8397189304232597 8.5764285773038846 4.0061878114938727 11.929501958191393 6.3930928446352464 6.1669341675005844 153.25681902002543 4.8884505778551093 11.26461201161146 3.0420911349356157 46.013302212581038 7.6727315150201321 8.4532952383160609 7.2983138598501673 2.8678561309352508 6.1032977104186994 3.820192277431488 10.79094275832176 3.0035737873986363 7.5001551676541567
leaf_count=227 56 12 70 54 24 39 31 22 86 22 39 33 24 35 44 319 865 22 35 25 318 66 38 23 34 52 21 33 63 168
internal_value=0.000168839 -0.000163416 0.000395061 0.000752422 -0.000998837 0.000912805 0.00147203 0.000728351 0.000491828 -0.000164023 -0.00247786 0.000777213 -0.00018903 0.00115518 -9.18435e-05 -2.86498e-05 4.51963e-05 5.33278e-05 0.00055802 4.56149e-05 -0.000438449 -0.00265712 0.000398686 0.00142418 4.5777e-05 7.5907e-05 -0.00172753 0.00043942 -0.00245703 -0.00120085
internal_weight=447.157 181.13 266.027 131.524 11.0346 120.49 51.748 31.5546 68.7416 34.5664 9.99519 24.5712 15.9947 34.1752 177.948 173.317 167.15 23.6881 18.7997 134.503 56.7281 10.7148 77.7748 18.6195 11.3212 59.1553 9.92349 49.2318 4.63074 13.8932
internal_count=2900 1527 1373 536 78 458 180 110 278 157 61 96 63 121 1471 1396 1077 88 66 837 409 91 428 95 72 333 73 260 75 212
is_linear=0
shrinkage=0.00357848


Tree=250
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 2 2 2 0 0 0 1 1 2 1 0 1 1 2 2 1 0 0 1 0 0 2 1 2
split_gain=0.632022 0.748762 1.02067 0.583988 0.782857 1.50817 0.556084 5.13233 4.39036 1.5864 4.43002 1.95168 2.30663 2.06264 2.01054 2.9766 3.94479 2.93832 1.97678 1.73248 4.26917 2.75475 1.55506 1.16926 3.34444 5.04714 4.01629 1.08555 2.07617 1.64771
threshold=0.50663153795000015 48.315732392000008 48.988717865950008 31.796797363700005 0.52029879345000019 0.52428071015000011 41.24714903835001 41.134354310300004 41.028010303750008 0.57944372925000021 0.62143349005000015 0.56704889075000009 0.40621538280000008 0.45206730335000006 39.420767558750008 0.4410796084000001 0.54910032635000017 0.42067602765000006 0.42067602765000006 40.305698932850007 40.496232821400007 0.34515433670000012 0.55671985870000007 0.53905571685000009 0.39078171310000004 0.52772372085000019 0.52937037810000021 41.532441862050007 0.3453339720000001 41.621607100200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 9 11 -11 12 19 -13 15 16 18 -16 -14 23 -21 -22 -19 24 -5 -26 -27 28 -8 -29
right_child=1 2 -4 6 5 -7 27 -9 -10 10 -12 13 14 -15 17 -17 -18 22 -20 20 21 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.030251301516885487 -0.027892721095713502 0.0085397856397373094 -0.028396866013857797 0.0026407141065399086 0.029606002894463929 -0.030006518865929355 0.0035365514974314972 0.022009279269345802 -0.025560825473744418 -0.031994309951230607 0.016230385696142356 0.021455167196265799 -0.012261327839672948 -0.0017803737886143815 0.0011858316740320394 0.014751444796321721 -0.032815575366301836 -0.034468332579732343 0.012120509725932956 0.025713303970378611 -0.018206300384525673 0.0082428413621320716 -0.011955895368141074 0.015219545476303283 -0.038181841985110938 0.018771818880936725 -0.019876882109520745 0.01334165277654646 -0.015363737022589335 -0.00025555900014300522
leaf_weight=1.0568356099538498 1.2354672126239159 1.8682258650660517 0.779250734951347 80.50174002116546 0.66018590331077553 0.59137848112732172 7.7591628842055824 8.7024544519372267 4.5643566139042369 3.4707615899387738 2.346894510788843 7.2629402736201865 4.3121912600472587 4.5783435916528106 6.9364753328263786 7.2004538439214221 3.256858328357338 4.1536979489028436 5.6421358585357666 7.8972948170267072 4.0005598841235033 10.468246560543774 4.9346084035933018 4.2445792183279982 3.8730637999251467 3.9830652698874474 3.9226959869265556 6.7940785111859432 9.505369804799555 182.83254435169511
leaf_count=50 249 11 59 382 3 61 33 31 30 98 27 30 27 36 31 30 55 24 22 30 25 46 28 14 52 19 30 30 59 1278
internal_value=0.000419786 -0.0104649 -0.00233204 0.000526662 -0.0130698 0.0014384 0.000606496 0.00168114 0.00068478 0.00137729 -0.01254 0.00186162 0.0010528 0.0124713 -0.00491512 0.000727712 -0.0069156 -0.0121027 0.00155835 0.00288178 0.00968064 0.000929773 -0.0222449 0.0013064 0.000666444 -0.0128266 -0.000404969 -0.000360951 -0.00686942 0.000231612
internal_weight=399.336 3.88294 2.64748 395.453 2.3084 1.25156 393.145 186.253 177.551 172.987 5.81766 167.169 155.328 11.8413 36.4364 20.4116 13.2112 16.0248 9.95433 118.891 22.3661 14.4688 9.08831 96.5251 92.2806 11.7788 7.90576 206.891 17.2645 189.627
internal_count=2900 319 70 2581 114 64 2467 1067 1036 1006 125 881 815 66 217 134 104 83 49 598 101 71 52 497 483 101 49 1400 92 1308
is_linear=0
shrinkage=0.0271114


Tree=251
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 0 0 2 0 1 2 0 2 2 2 1 1 1 2 1 1 0 1 0 0 2 0 1 0 1
split_gain=0.582398 1.57241 0.563021 2.33368 1.94496 2.01169 0.942898 0.712051 1.35732 2.31325 2.25463 2.93486 1.94488 3.72388 1.20683 0.979493 1.47601 0.980116 0.924555 0.653743 0.963346 0.607389 1.30021 1.48897 1.2269 0.599287 3.1061 4.34262 1.0091 3.08686
threshold=51.779769178100004 0.49901200560000009 50.065525775750011 49.275256100300005 0.58182389750000019 0.64899254515000016 0.3972336157500001 48.680511450650009 0.45612406815000006 0.34193587020000005 41.902916368500009 0.39614083410000006 39.468990633150007 35.818873074050011 44.921040431000009 0.49994012155000006 0.50525433370000017 0.50663153795000015 48.315732392000008 0.34193587020000005 0.34392682850000006 0.61802041855000012 0.47777012665000013 0.59665878265000016 0.63514565435000014 45.90502654165001 0.54191491270000014 0.37668033890000002 0.57600071855000012 0.45772581660000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -4 -6 -5 8 9 10 12 14 13 -1 -12 19 -17 -18 -19 -10 -21 22 25 -24 -23 28 27 -27 -22 -30
right_child=1 -3 4 6 5 -7 -8 -9 15 -11 11 -13 -14 -15 -16 16 17 18 -20 20 21 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0068262757628166316 -0.026320201292833693 0.006387764987665679 0.015962981283939068 -0.0010131566266509612 -0.032675999871579917 0.010995034610021713 -0.022849760676448717 0.0057515728040039519 -0.0081401549295522981 -0.026948648986970896 -0.023495036485607843 -0.029923739684937129 0.013974471534460207 -0.035251352390241748 0.010864618105350563 -0.031191367953350181 0.022490280115043008 -0.023382074455499204 0.0060402441862531702 0.0093549455031286984 0.0011485011086595858 0.016261960153259373 -0.028392318456378841 -0.0007842374626671197 -0.0059122261534202006 0.0061225393844014462 0.0089363503142624902 -0.031803620272256805 -0.021241146932655879 0.0035926177421627542
leaf_weight=3.5874630606267619 1.4922242611646646 1.5619579199701545 4.2965729255229226 1.5239263549447049 1.074448701925576 1.1170820584520695 3.1466706609353423 12.856375915929673 4.249132275581359 2.3328721262514582 0.70303195668384377 2.9497590903192759 4.9872320704162121 1.569949686527252 2.1659589223563671 1.2418893371941511 0.67750168568454716 1.1206624375190588 1.0977075695991514 6.7826495915651313 304.22069388232194 3.5354816832114002 1.7126359206158657 2.4874784394633025 2.044950561481528 2.8127555008977634 5.0432506613433361 3.5409105569124222 4.1989720428828132 6.8197470133891329
leaf_count=49 73 25 25 8 17 24 47 56 38 71 79 54 32 23 10 35 8 249 7 23 1596 24 30 31 33 20 27 44 61 81
internal_value=0.000319136 -0.00959282 0.00039599 0.000284505 0.00705287 -0.0104157 -0.0157249 0.000479869 0.000296635 -0.00575423 -0.0026569 -0.013964 0.00382863 -0.00598243 0.00244496 0.000611517 -0.0104095 -0.00149723 -0.00882314 0.000742766 0.000852745 0.000681329 0.000555582 -0.0120417 0.00813622 0.000717566 -0.00441561 -0.0150138 0.000903147 -0.00587094
internal_weight=396.952 3.05418 393.898 387.41 6.4881 2.19153 4.6706 382.739 369.883 18.2963 15.9634 5.81875 10.1446 5.15741 2.86899 351.586 4.13776 2.89587 2.21837 347.449 343.2 336.417 330.836 4.20011 5.58043 326.636 11.3969 6.35367 315.239 11.0187
internal_count=2900 98 2802 2736 66 41 55 2681 2625 318 247 143 104 72 89 2307 299 264 256 2008 1970 1947 1890 61 57 1829 91 64 1738 142
is_linear=0
shrinkage=0.0227863


Tree=252
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 2 1 1 1 0 1 0 1 0 0 2 2 2 0 0 2 2 0 2 2 2 0 0 0
split_gain=2.38737 3.97335 2.90543 2.64613 1.9089 1.97869 2.50905 2.70451 3.18026 2.46736 2.64828 2.50191 2.34702 1.7654 3.67543 2.13077 1.60928 2.9046 1.65395 1.56545 2.91242 1.97278 2.19455 1.69093 4.63797 2.82322 3.14385 4.10956 5.311 2.82629
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 32.483642351600004 0.34518427590000006 35.131296350900008 0.34506451900000007 0.34482500525000009 0.34307356065000005 0.4588185982500001 0.30560462260000004 0.47512050540000011 0.35675578575000005 0.47694679800000012 0.4622167001000001 39.468990633150007 41.919251152600005 48.315732392000008 0.52366695610000014 0.52772372085000019 40.621691032550004 40.305698932850007 0.51017933595000009 43.45354240915001 43.162556114600001 42.564639561200003 0.48543456785000005 0.47778509625000004 0.48218616210000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 6 -6 8 9 10 11 -8 -11 14 -7 -15 -13 -18 -19 21 -21 22 -4 25 -25 26 27 28 -23 -30
right_child=1 3 19 -5 5 13 7 -9 -10 12 -12 16 -14 15 -16 -17 17 18 -20 20 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0036171270238084157 -0.0036319987294449315 -0.0013224938709577513 0.00077181214064573223 4.6154220858855786e-05 0.0025559502532790952 -0.0039695043916998197 -0.003404171118616794 0.0028127123012151307 -0.0033003179355748104 0.0023040103134212538 -0.0027673076846043152 -0.0016597809197118783 -0.00037471223847954262 -0.0018036497899411141 -4.2349179900437873e-05 0.0019734593300538188 0.0025320194208791925 -0.0015582939008464353 0.00059764462060078261 -0.0023334770735871052 0.00076282138600269607 0.0022538675194936119 0.0023240531157340716 0.00067510851489656159 -0.0044818855224274499 0.0013638728788757846 -0.0011468164497236524 0.0016109441388633676 -0.00027112889908663932 -0.0026990272395030789
leaf_weight=1.5958850514143694 3.1723564248532048 15.374947969336061 71.20262822508812 158.32406786456704 3.9809453822672358 4.6560372393578273 2.1227145502343836 3.0924977883696547 3.1210470832884303 7.4115053340792638 4.3717368170619002 4.0334142372012165 5.7718641310930252 2.7739454749971619 4.8030985705554485 3.1804921440780163 5.2737045884132412 5.5136967655271283 9.8122639358043653 5.2511855252087098 7.0730196200311184 7.1576342880725852 10.349007047712801 4.9892989248037329 2.6484825275838375 23.902078002691269 15.404073961079119 19.849477984011173 22.8021514415741 6.0102931559085837
leaf_count=48 56 286 256 1185 16 70 91 11 25 25 34 32 25 41 24 13 16 67 37 37 29 20 34 20 35 84 80 71 103 29
internal_value=0.000145262 -0.00013879 0.00033262 -7.49915e-05 -0.000211027 -0.000133284 0.000148484 -4.12067e-05 -0.000227278 -1.08281e-05 -0.00049452 -0.000123161 0.00113123 -0.00112967 -0.0019754 0.000213848 0.000159575 0.000515805 -0.00017798 0.000530336 -0.000556472 0.000603006 0.000968794 0.000312722 -0.00111313 0.000427206 0.000112868 0.000460493 -0.000174365 -0.00077759
internal_weight=445.026 176.871 268.154 173.699 71.5148 69.919 54.5054 50.5244 47.4319 44.3109 31.1275 26.7558 13.1834 15.4136 9.45914 5.95444 24.6331 20.5997 15.326 196.639 12.3242 184.315 81.5516 102.763 7.63778 95.1257 71.2236 55.8196 35.9701 28.8124
internal_count=2900 1527 1373 1471 575 527 379 363 352 327 277 243 50 148 94 54 152 120 104 798 66 732 290 442 55 387 303 223 152 132
is_linear=0
shrinkage=0.00314969


Tree=253
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 0 1 0 1 0 1 2 1 1 2 0 0 0 2 1 0 1 2 0 1 2 1 0 1 1
split_gain=0.56932 1.23305 1.64717 1.61385 0.644439 0.981037 1.81597 1.12667 0.742211 2.53047 0.812389 1.89219 1.43737 1.47628 1.24326 1.45298 2.12167 0.681916 2.60276 2.39232 1.00239 2.44914 2.11811 1.31172 1.93796 3.98868 1.49297 2.72905 2.6077 2.02437
threshold=32.785955158400007 0.31308942845000004 0.51700547890000015 0.52428071015000011 34.997818021800008 0.54475913895000005 0.43625939340000008 0.51243974730000008 0.34193587020000005 0.4622167001000001 0.34491482290000003 43.19689381845 0.34500464060000008 0.34503457980000002 39.091773401050006 0.47961138885000004 0.47760546090000006 0.47670728420000003 43.968221017800005 0.35675578575000005 0.47778509625000004 0.34512439750000007 42.448133449100006 0.47868327295000007 0.34536391125000004 41.495754733000005 0.34569324270000007 0.47943175355000006 0.34554354660000003 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -2 9 -6 11 14 -12 -14 -10 16 -16 18 19 -15 22 -22 -19 -23 25 -25 28 -28 -26 -29
right_child=4 2 3 -5 8 6 -8 -9 10 -11 12 -13 13 17 15 -17 -18 20 -20 -21 21 23 -24 24 26 -27 27 29 -30 -31
leaf_value=0.026069113019685165 0.0023103570714681958 -0.029865074375257875 0.015297225026347476 -0.023164912465725596 -0.0010481119755977623 0.0077015030650483922 -0.025280423098488224 0.016989924815915488 0.010230986854626322 -0.023432995450477948 -0.012043378006538947 0.01673345474210099 0.017483424618572583 -0.026350036485786221 0.0010885407772176024 0.0079522676519860648 -0.015939052645835741 0.012291675146151908 0.010529785377784585 5.5342211877164271e-05 -0.018581369625359809 -0.0095446959402739479 -0.004012214604398945 0.019025646036507728 0.0015799801267023272 -0.0055609755378097092 0.020459505497242996 0.0049679874726375898 -0.018943292324583545 -0.00053828993679644322
leaf_weight=0.43288576602935736 5.7177885435521585 1.3986920068273323 1.2464275211095812 0.81885237607639272 22.544031049357731 1.9283470390364521 1.2441401385003699 4.0433098301291466 5.9891490479931262 2.5459981542080632 4.3226260691881171 4.3600778952240935 2.2522427532821885 3.1712559415027481 10.622738242149355 6.2293672114610663 4.818537935614585 8.9648194685578328 3.0747528597712517 3.0483254427090287 3.1492121890187255 6.014802359044551 6.0426844395697108 7.1622629314661008 6.3972934707999212 5.1298479773104191 3.0530451834201804 35.053974654525518 4.9937886297702789 220.52698588720523
leaf_count=1 35 58 5 104 245 11 50 12 27 30 26 12 7 62 44 22 25 28 13 42 19 39 35 22 29 25 9 139 27 1697
internal_value=0.000296831 -0.0077983 -0.0120306 4.75668e-05 0.000377222 0.00504921 -0.00523287 0.00839103 0.000217984 -0.00331961 0.000468446 0.00370183 0.000147274 0.000312965 0.00164762 -0.000724577 -0.00422502 0.000190501 -0.0054891 -0.0134083 0.000362736 8.65456e-05 0.00572701 0.00029044 0.000499979 0.00876495 0.00012374 0.000455872 -0.00741731 0.000216919
internal_weight=396.298 3.89686 3.46397 2.06528 392.401 12.9336 3.17249 9.7611 379.468 25.09 354.378 32.0199 322.358 318.035 27.6598 21.6706 15.4413 315.783 9.29433 6.21958 306.489 291.481 15.0075 288.332 282.317 12.2921 270.025 258.634 11.3911 255.581
internal_count=2900 168 167 109 2732 108 61 47 2624 275 2349 130 2219 2193 118 91 69 2186 117 104 2069 2006 63 1987 1948 47 1901 1845 56 1836
is_linear=0
shrinkage=0.0212838


Tree=254
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 0 0 1 0 2 2 1 2 2 0 1 1 1 0 0 1 2 2 2 1 1 2 1
split_gain=1.75419 3.78482 3.04206 4.7213 3.24992 2.78105 2.46087 5.39805 3.73152 3.5523 2.61156 2.15937 2.81365 2.00465 3.08036 1.78375 1.82648 2.32172 1.64602 2.87212 1.60514 1.56953 4.97187 3.56834 3.28716 5.67838 3.7569 3.08409 2.97643 2.77463
threshold=42.599563320500003 0.57600071855000012 0.47536001915000009 0.47976108500000009 42.508878681700004 43.19689381845 0.34632196640000007 0.49588335680000006 0.52511900840000014 0.34581299960000006 0.54317236010000014 37.272044000450002 37.186372654950006 0.34515433670000012 42.929886289700008 43.542456167850005 0.48119816770000007 0.34620220950000008 0.42552618185000007 0.44922307715000004 0.58626987215000004 0.48543456785000005 0.35877668335000007 42.178283198950005 41.840895355800008 41.590548329450009 0.42019700010000005 0.34479506600000004 42.34047585750001 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 20 -4 11 6 9 -8 -9 13 -10 12 -5 -2 -15 16 17 -7 -12 -20 -3 23 -23 29 25 -24 28 -25 -26 -1
right_child=5 2 3 4 -6 15 7 8 10 -11 18 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 24 27 26 -27 -28 -29 -30 -31
leaf_value=0.0004792407566787505 0.00016824568553038888 -0.0014407141389084048 0.0057217816582431002 -0.0041517240751596969 0.0058165236857614698 -0.0036312109650328802 -0.0080865426863296567 0.0012257311113082914 -0.0066194860342788072 0.0028775393902519004 0.0017430543101234946 -0.0047659795353908281 0.0058270658262271338 -0.006145321413276378 2.5433133464530902e-05 -9.1422881301020259e-05 0.0022171270533042895 0.0020828295161884154 -0.0067207846270218568 -0.00031192496478075224 -0.0049619060415311599 0.002471951171227821 0.00035088230742189144 0.0012935718509803329 -0.0019224378090722811 -0.0044637263965574703 0.0035074247658808538 -0.0035797407781821143 0.0023672454663702528 -0.0024954915242042693
leaf_weight=85.7729891105555 6.5670836819335872 3.9888729644007963 1.8630799069069315 0.90344519237987675 0.80484003713354457 2.2272179005667558 2.1818310348317018 5.2373472470790139 2.2920070700347406 4.4569939579814664 1.6179441809654234 3.0622888030484319 0.86204282753169537 2.5946744196116924 2.4605573378503323 92.539787997025996 11.051787233911453 2.2133465744554996 1.8306741490960119 2.7043156865984201 4.0969117889180779 21.299313258379698 130.76382091548294 2.8398356512188894 5.2031779848039168 3.9395276531577101 10.846394434571264 7.086115974932909 4.9063295722007751 5.1913586775772265
leaf_count=433 53 60 10 102 7 29 23 23 24 17 8 158 6 26 18 726 48 11 14 36 74 78 659 22 41 30 31 56 22 55
internal_value=0.000177421 0.000351037 -0.0015439 0.000269358 -0.00153412 -0.000186531 -0.00121074 -0.00231483 -0.00139445 -0.000121427 -0.00301942 -0.00275955 0.000720665 -0.00127149 -0.0031418 0.000116312 0.00135717 -0.000783115 -0.00167838 -0.00289904 -0.00322483 0.000457303 0.000681534 6.40101e-05 0.000436546 0.000210074 0.00189229 -0.00218548 0.000159424 0.000309472
internal_weight=433.406 293.43 15.5815 7.4957 5.63262 139.976 31.9434 15.8641 13.6823 16.0793 8.44494 4.82778 1.76549 11.6223 5.05523 108.032 15.4924 4.44056 6.15293 4.53499 8.08578 277.849 176.959 100.89 155.659 134.703 20.9559 9.92595 10.1095 90.9643
internal_count=2900 1844 417 283 273 1056 242 128 105 114 82 266 108 97 44 814 88 40 58 50 134 1427 861 566 783 689 94 78 63 488
is_linear=0
shrinkage=0.00395117


Tree=255
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 0 1 2 0 2 2 0 0 2 0 0 1 0 0 2 0 2 0 1 2 2 2 1 0 0
split_gain=1.78245 3.27291 3.20237 2.34717 1.96076 1.64966 2.49901 1.74805 2.19823 2.85122 1.84978 1.58127 3.27412 1.56073 2.04372 2.98713 5.03671 2.72592 4.35987 4.17508 2.60383 1.80123 1.73118 1.56664 1.47983 3.65665 3.65022 2.33095 2.16224 4.48724
threshold=42.599563320500003 0.58859016195000013 42.508878681700004 0.62143349005000015 0.63514565435000014 0.46928235680000008 0.33960061075000009 35.131296350900008 0.4447920721000001 39.468990633150007 41.395309858300003 0.47512050540000011 0.47694679800000012 43.19689381845 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.47997065955000012 0.47715637260000004 42.773538294100007 0.54317236010000014 43.542456167850005 0.48119816770000007 0.34458549145000011 40.166811829450005 40.496232821400007 40.036761086100007 0.38906020780000011 0.47778509625000004 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 7 -1 9 -9 -11 -7 -13 14 15 16 17 18 19 -2 -16 22 -15 -21 26 -26 27 -14 -27 -30
right_child=13 2 -4 4 -6 11 -8 8 -10 10 -12 12 24 21 20 -17 -18 -19 -20 23 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.0025326337808956236 0.0037876719227427896 -0.0045219105147943223 0.0053336753515205847 0.0015425738181689764 -0.0040967847625344514 0.0021194676614045022 -0.0025876353900724639 -0.0027717567483288301 -0.0032213882967057034 0.0037310704860569043 -0.00039071302507243349 -0.0026719267366664681 0.000914055558965212 -0.00073725833074925293 -0.0062457135376621118 0.0027569923019246747 -0.0049880525330787441 0.0016875774573857558 -0.0052366089217829757 0.00071680126674009863 -0.0013022820990409337 -0.00016755174346515743 0.0020881419470285198 -0.005112544480378579 0.0024278717132284015 0.0020643609477965221 -0.0031192669621462081 -0.00017322428636600332 -0.00084622726803530095 0.00088879555532477613
leaf_weight=3.680296769365671 2.7952972352504819 4.4037106528412515 0.80932857003063041 2.5210205530747776 1.3914092890918253 8.4499635808169824 6.4352132303174576 2.7428791187703592 3.1310571245849124 3.5172086916863918 2.8796241767704487 4.8152058832347384 53.384441588073969 4.4766865707933894 2.0958864074200374 3.7486111838370553 3.6654049018397918 7.2801432162523261 2.9528161399066448 1.111349390819669 5.9428158537484705 90.678669543005526 10.669875246472655 1.6897953748703001 17.087119642645121 12.03776867687702 4.6408699695020905 61.941560035338625 31.301189485937357 70.495186053682119
leaf_count=43 14 135 7 38 154 31 85 26 27 14 43 32 199 40 24 16 30 24 28 21 58 726 48 27 59 37 28 425 144 317
internal_value=0.000173958 0.000340613 -0.00190762 -0.00261235 -0.000462997 0.000412213 -0.000581706 0.000227555 -0.000463793 0.000480896 0.00187559 0.000496445 0.00044281 -0.000185426 -0.00093375 -0.000360538 -0.000960001 -2.72787e-05 -0.00148757 0.000490514 -0.00259116 3.57795e-05 0.00125307 -0.00279976 0.00050259 0.00078294 0.000196641 0.000330078 0.000536027 0.000355296
internal_weight=432.772 295.665 9.12547 8.31614 3.91243 286.54 22.3863 15.9511 12.2708 9.13971 6.39683 264.153 255.703 137.107 31.2821 23.2434 19.4948 15.8294 8.54926 5.59644 8.0387 105.825 15.1466 2.80114 250.888 130.921 119.967 115.326 113.834 101.796
internal_count=2900 1844 334 327 192 1510 238 153 110 83 57 1272 1241 1056 242 160 144 114 90 62 82 814 88 48 1209 557 652 624 498 461
is_linear=0
shrinkage=0.00381338


Tree=256
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 0 1 1 0 0 2 1 1 0 0 1 2 1 0 2 2 0 0 0 2 2 1 1 1
split_gain=0.56926 0.726778 1.09298 0.559243 1.56604 0.554671 1.59338 2.03219 2.50452 1.37809 2.04019 5.26773 1.71171 1.94963 1.41211 1.23189 2.48515 1.22962 1.31457 2.81651 1.23843 1.13681 0.847713 1.04832 1.01778 2.01456 0.92755 0.614774 1.75235 1.14849
threshold=0.50663153795000015 0.52041855035000018 0.52332265500000019 0.59210802070000013 0.57987784795000008 0.47727612945000003 0.47577916830000005 0.34500464060000008 0.34524415440000006 0.47796473160000008 0.47886290830000006 40.532725462000009 0.34458549145000011 0.34503457980000002 0.47905751325000007 0.47305469895000007 0.3447651268000001 49.49736495185001 0.34392682850000006 0.4622167001000001 35.131296350900008 34.176526048000007 0.4588185982500001 0.42646926740000007 0.41155953415000007 36.30367149775001 41.558544840500012 0.34521421515000011 0.34536391125000004 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=5 -2 -3 4 -4 6 15 -8 -9 -7 11 -11 -12 -14 -15 17 -17 18 20 -20 21 -1 23 24 26 -26 -22 -16 -29 -30
right_child=1 2 3 -5 -6 9 7 8 -10 10 12 -13 13 14 27 16 -18 -19 19 -21 22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.002441931547029424 -0.029040907136928595 0.024490759986473268 -0.023869878354744856 -0.028606447014797028 0.018622417142010295 0.0076739337292881559 -0.019853416801218601 0.012623364661541207 -0.011765957466244162 0.0025950092895303243 -0.017263838025081937 -0.031759093225977184 0.010950107443500626 0.016029516223940936 -0.0076031215381984277 0.01440313644404922 -0.008058440587839685 0.016368435244176978 -0.027743875348633554 0.005245721773616192 0.019594499464378502 0.024516569516146749 -0.011712230163829208 0.0056382124097517214 0.0070819628619611759 -0.030680734205799091 -0.0033923652366400145 0.011351100005715513 -0.0069657619633229301 0.00063066678506525141
leaf_weight=1.4706173352897196 0.72389993851538692 0.5843066606903452 0.95694060949608706 0.64046113775111724 0.85771087324246764 14.617846891283987 5.0670215524733058 3.7117577940225583 5.375804946757853 6.5821436792612058 2.7006120756268492 3.6011012271046638 9.9285592101514322 3.0850794464349738 4.8045653104782096 7.7327639646828157 3.8465406559407711 1.8834000900387753 2.9941816850332534 2.4571580700576305 1.0190506428480208 1.8317999988794325 4.2124664429575196 8.6742185484617931 1.2040695324540132 1.8980853389948604 9.0033115432597679 7.7408698275685301 10.798446476459501 267.22631522687152
leaf_count=41 70 10 150 79 10 53 33 15 48 24 17 39 33 10 23 25 36 6 83 17 11 6 32 48 8 37 134 28 53 1721
internal_value=0.00036206 -0.00847744 -0.00357983 -0.0102605 -0.00378552 0.000446605 -0.00152867 -0.00826547 -0.00180429 0.000818781 0.000502137 -0.00955363 0.000836468 0.000997484 0.000660984 0.000448548 0.0069416 -0.00160298 -0.00257658 -0.012874 -0.00066161 0.0125115 -0.00233409 -0.000521825 -0.0045931 -0.0160235 -0.00105511 0.000497811 0.000634012 0.000335622
internal_weight=397.231 3.76332 3.03942 2.45511 1.81465 393.468 62.3822 14.1546 9.08756 331.086 316.468 10.1832 306.284 303.584 293.655 48.2277 11.5793 36.6484 34.765 5.45134 29.3136 3.30242 26.0112 21.7987 13.1245 3.10215 10.0224 290.57 285.766 278.025
internal_count=2900 319 249 239 160 2581 580 96 63 2001 1948 63 1885 1868 1835 484 61 423 417 100 317 47 270 238 190 45 145 1825 1802 1774
is_linear=0
shrinkage=0.0228363


Tree=257
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 1 1 0 1 2 2 0 2 0 1 1 2 2 0 1 2 2 0 1 1 0 0 1 1
split_gain=2.38565 3.78807 3.01152 2.12738 1.94838 2.43105 3.26498 1.91252 3.02316 1.68282 1.61552 2.75064 2.88262 1.79771 1.58022 3.03628 2.59258 3.01202 2.45902 1.74405 2.57868 2.71607 2.91268 2.39759 2.17705 2.80199 2.4815 2.89003 3.17741 6.36106
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 0.34518427590000006 0.34506451900000007 0.34482500525000009 0.30949672165000003 0.37331217625000007 0.50663153795000015 40.421032462050007 41.21013581150001 0.46594413340000007 42.718072821900002 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.43590012275000006 42.072181850200003 50.065525775750011 0.54317236010000014 0.45393850480000009 0.45772581660000006 0.56055207925000017 0.56501302355000016 0.44922307715000004 0.43887907550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 7 8 -1 14 -6 -12 -13 -14 15 -5 -17 18 -18 23 21 -21 -23 -16 26 -26 -22 -28 29 -29
right_child=1 3 -4 9 10 -7 -8 -9 -10 -11 11 12 13 -15 19 16 17 -19 -20 20 24 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0029901200099411028 -0.0040495808626546557 -0.0013507825982340402 0.00063589363320765927 0.0014267098442348159 -0.0043967664686668977 0.0031275258453102202 -0.0036642122667962592 0.00034328961545471864 -0.0040390257772326757 -0.0018768677380708143 0.0024973852483182635 0.0007740621666128476 -0.0011284678868765808 -0.0046426247827391649 0.00035153848713076117 -0.0043253130883650348 -0.0013943772123857741 -0.0039587500354452704 0.0034608421953877936 -0.00028592525522745915 0.0022261048355676598 -0.0044670175471842148 0.00088654623246120176 0.0022961598279743981 -0.0031673470802919225 4.4880277280124097e-05 -0.0022001609591425862 0.0027268377250344615 0.0026451615645498223 -0.0025071719203812745
leaf_weight=1.0271669905632728 2.9944693595170966 14.366328886011614 194.0607632137835 4.8545963875949409 1.8644108306616534 3.1029935595579436 2.9853491494432083 44.533035379834473 2.9297507936134934 5.363272162154316 2.4366021715104571 3.9848168166354281 3.4741435907781124 3.7760237753391266 29.4001609608531 3.705810107290743 2.9063125103712082 2.4562335875816643 2.3409654907882214 16.711670063436035 12.304973915219305 4.5977392047643653 1.7416918277740476 10.766656465828417 3.7186826318502417 36.553139912895858 4.6998540163040188 5.0421642027795333 7.6780209913849822 6.7496802490204573
leaf_count=11 56 286 798 20 40 13 26 265 104 253 9 36 23 48 122 46 35 72 9 92 36 54 18 32 34 245 22 16 25 54
internal_value=0.000196725 -0.000117576 0.000409632 -5.06605e-05 -0.000216609 9.69521e-05 -8.57345e-05 0.000134579 -0.00221435 6.49271e-05 -0.00131816 -0.000898322 -0.00163477 -0.00295871 0.000131588 -0.000908581 -0.00190223 -0.000736599 0.000771679 0.000252456 2.78227e-06 -0.00103129 -0.00299618 0.000872791 0.00031337 -0.000251735 0.000937304 0.000281167 0.000880138 -0.000269122
internal_weight=443.127 178.952 264.175 175.958 70.1143 54.5783 51.4753 48.49 3.95692 161.592 15.536 13.6716 11.235 7.25017 156.228 16.2639 11.4093 7.70351 5.24728 139.964 99.7976 23.0511 6.33943 40.1668 76.7465 40.2718 36.4747 24.1697 19.4699 11.7918
internal_count=2900 1527 1373 1471 575 419 406 380 115 1185 156 116 107 71 932 182 162 116 44 750 596 164 72 154 432 279 153 117 95 70
is_linear=0
shrinkage=0.00352557


Tree=258
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 0 1 2 0 1 0 0 1 1 2 2 1 1 2 0 2 1 0 1 1 2 0 0 0
split_gain=2.7027 4.1749 2.81854 7.4604 3.07853 2.78962 2.21941 2.84744 2.38511 2.43942 2.69458 2.19268 2.1305 1.92803 3.55955 1.76271 4.81508 3.68126 4.25027 4.82659 4.44888 5.79967 4.8482 2.7568 2.37029 3.24125 2.19775 2.68808 3.61837 1.75052
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.259171735100004 50.065525775750011 49.275256100300005 0.47727612945000003 0.34518427590000006 42.718072821900002 0.47694679800000012 0.35675578575000005 0.56055207925000017 0.55240861050000023 0.34506451900000007 0.34482500525000009 44.710446918150005 43.509905336500005 0.46613873835000008 0.46208197360000008 41.986601436450009 0.56793209785000009 39.091773401050006 0.43887907550000005 0.57944372925000021 0.47536001915000009 0.47976108500000009 45.673096293200011 0.61802041855000012 0.6461932277500001 0.47648274005000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 12 -4 6 7 13 9 10 -9 -3 -2 14 -1 16 17 18 19 20 21 -13 -22 -24 -19 -26 -17 -28 -29 -7
right_child=1 11 4 -5 -6 29 -8 8 -10 -11 -12 15 -14 -15 -16 26 -18 24 -20 -21 22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0002485811337394183 0.00061414459416000555 0.0012329158402066896 -0.0042301495786903594 0.0026124848020945774 0.0003762789967908762 -0.00030592596436865982 0.00047491878689623563 -0.0040006506047621515 -0.0029890704006820378 0.0017090427929548151 0.00026685462824524935 -0.00034268490182870449 -0.0038778631933276959 0.0026225407871287359 -0.0033052154880957737 0.0028517680530611125 -0.0046800275917831275 -0.0039823875365522319 0.0028110021958897753 0.0016156686485535063 0.0032874773244245012 -0.0066040582988303046 -0.00020249066056517279 -0.0039385911318386597 0.0022525253726670157 -0.0019187563512067976 0.0009953747799443355 -0.0052498150474659128 -0.00018761224916611927 -0.0040360889421798734
leaf_weight=46.056340177543461 1.3574030175805107 12.626366864889858 5.7905008122324935 4.2635129168629646 1.9126741625368593 2.7190162241458884 269.58309912402183 2.6293804612942022 5.6441347380168727 3.4430181533098221 3.3147626486606896 2.9821874983608785 4.5660172402858734 3.0252822553738943 2.9733999641612163 3.395736698992553 2.6204630210995665 3.3466025306843212 5.4272420257329932 9.4111926332116109 3.1421854663640252 2.8835153356194496 7.3843354647979123 2.6630768813192844 2.4201197531074268 7.7826907450798899 13.42079506441951 1.7897438816726188 6.4139686971902847 2.3025922002270818
leaf_count=367 9 47 58 12 19 12 1230 40 70 11 39 19 69 13 26 11 30 64 19 32 11 22 42 49 16 313 88 17 94 51
internal_value=0.000176639 -0.000263535 -0.00164948 -0.000562916 -0.00308639 0.000312676 0.000347415 -0.000164954 -0.00137188 -0.000399525 -0.00162087 1.91538e-05 -0.00284848 0.000183555 3.30618e-05 -0.000184957 -0.000525944 -0.000296499 0.000257934 -0.000228818 -0.00113979 -0.00342071 -0.000125414 -0.00119275 -0.00168341 -0.000929323 0.000497334 0.000127612 -0.001292 -0.00201634
internal_weight=447.291 105.6 17.8901 10.1869 7.70317 341.691 336.669 67.0863 15.0313 9.38716 5.94414 87.7102 5.92342 52.055 49.0297 75.0839 50.0636 47.4431 33.8937 28.4665 19.0553 5.8657 13.1896 10.0474 13.5494 10.2028 25.0202 21.6245 8.20371 5.02161
internal_count=2900 1041 167 90 77 1859 1796 566 160 90 79 874 78 406 393 827 617 587 194 175 143 41 102 91 393 329 210 199 111 63
is_linear=0
shrinkage=0.00314801


Tree=259
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 2 2 2 2 2 0 0 1 2 0 1 2 0 2 2 0 0 1 1 1 2 0 1 1
split_gain=0.588607 1.68048 1.26809 0.97394 1.65182 0.82827 0.586034 1.44431 1.20694 0.911197 3.097 2.28573 1.48067 2.47644 1.36477 1.00363 2.12311 1.67543 2.99936 1.72125 3.13632 1.32228 0.977939 2.63147 2.036 4.5197 2.21223 0.817304 0.795335 3.41302
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.65954612140000013 0.64899254515000016 0.50663153795000015 49.275256100300005 49.842240509300005 50.264779514000004 47.833738492450003 45.90502654165001 0.58859016195000013 0.61802041855000012 0.47777012665000013 43.45354240915001 0.45612406815000006 0.34193587020000005 41.902916368500009 0.37331217625000007 39.468990633150007 35.818873074050011 0.42314601355000009 0.57600071855000012 0.47277027635000007 0.46128858420000007 0.45772581660000006 40.922041107600009 0.48607826115000008 0.46208197360000008 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=6 -2 3 4 -3 -5 9 -8 -9 10 12 27 13 15 -14 16 17 19 -19 20 21 -1 28 24 25 26 -24 -12 29 -17
right_child=1 2 -4 5 -6 -7 7 8 -10 -11 11 -13 14 -15 -16 22 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014107249681532952 -0.032983712813948164 0.020953883680589758 -0.029409571501512979 0.027006988396694187 -0.035936511988731941 -0.0016054739689086968 -0.020307365796497168 0.017422957411428013 -0.0052839565558220683 0.0066584818415967471 -0.01073301072736728 0.0059678351260159003 0.0050495552194556202 -0.02023331765917916 0.036155438505921456 0.0017965785817110013 -0.03141837846707126 0.025011856027501164 -0.031609626480085126 0.015111224702872005 -0.040786764349381333 0.019765263601468158 -0.00077872133907455783 0.017530528330370616 -0.037698650608375912 0.022805784943323248 -0.040894084626334662 -0.032761254866133543 0.011431353256101033 -0.0167708768280607
leaf_weight=1.401672260370104 1.4816640567732964 0.64714072202332296 0.92399053706321854 1.6916569806635382 0.89659283042419702 1.3315239578951148 3.3827278465032569 2.3063768073916417 6.8254333517979831 18.644185800105333 1.8404491953551749 2.4149943478405476 2.8522862417157731 4.1178200109861782 1.6337072146125136 303.32644382771105 2.0625002440065137 0.91701250337064211 2.7705374090000987 5.0120959393680096 1.4648011699318884 2.1514274552464485 1.7654811777174453 2.5561602090019724 2.0151089115533978 2.4362569772638381 2.3733205050230026 3.8044484853744507 5.8722222952637813 7.4702576119452706
leaf_count=39 33 24 129 5 42 49 33 10 126 79 20 12 52 128 5 1567 71 11 112 32 23 10 39 31 36 14 22 61 27 58
internal_value=0.000478568 -0.00733681 -0.000416259 0.00544975 -0.0120878 0.014405 0.000617789 -0.00516005 0.000451018 0.000808621 0.000505878 -0.0161267 0.000886507 0.000686649 0.0163777 0.000937364 -0.00574749 -0.00188775 -0.0175291 0.00386283 -0.00737255 0.0064028 0.00125915 -0.00664119 -0.0138339 -0.00651992 -0.0237821 -0.0255792 0.00153723 0.00135029
internal_weight=398.39 6.97257 5.49091 4.56691 1.54373 3.02318 391.418 12.5145 9.13181 378.903 360.259 8.05989 352.199 347.713 4.48599 343.595 15.78 13.7175 3.68755 10.03 5.0179 3.5531 327.815 11.1463 8.59017 6.57506 4.1388 5.6449 316.669 310.797
internal_count=2900 282 249 120 66 54 2618 169 136 2449 2370 93 2277 2220 57 2092 298 227 123 104 72 49 1794 142 111 75 61 81 1652 1625
is_linear=0
shrinkage=0.0271374


Tree=260
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 2 2 0 0 0 1 1 0 1 0 0 1 2 1 2 0 2 2 2 2 0 1 2 2
split_gain=1.99145 3.98741 2.5926 5.19227 3.45192 4.55149 4.33516 2.8959 2.26092 3.92348 2.23716 2.02478 2.32802 5.25155 3.38732 4.52723 3.62277 3.70237 3.61113 3.03988 2.43663 2.05362 1.89873 6.19034 3.04147 1.8164 1.63466 2.20001 3.37477 1.59419
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 0.42552618185000007 0.40105086675000007 0.39167988980000007 44.611732354850012 42.428475018400007 0.55411514625000013 0.56055207925000017 0.48851830785000006 0.42552618185000007 0.39078171310000004 0.52682554415000016 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.41917906650000009 39.749124837650008 0.39904493880000008 37.962710038050005 0.42314601355000009 41.169697216150006 40.823855932350007 49.842240509300005 45.90502654165001 0.56276758185000009 0.43672345135000007 36.735256530150004 37.663157789700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 11 4 5 7 -6 10 -3 -10 -4 12 21 19 -15 20 -17 18 -18 -14 -16 -1 23 -2 -24 -8 -11 -28 -29 -30
right_child=1 8 3 -5 6 -7 25 -9 9 26 -12 -13 13 14 15 16 17 -19 -20 -21 -22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0015277971481625525 -0.0024916212814708664 -0.0037523463256742802 -0.0037810553201968276 -0.0045253019859310727 0.0030712390738072844 -0.0028111999561742638 0.001135794640262467 0.00015106519169990904 0.0021144994860016818 -0.0025817253481911738 0.00022432938575754567 0.0020460600721813292 -0.004684310186070165 0.0024034773638805435 -2.8109359452470753e-05 0.0029017575622955877 -0.00012423477665913591 0.0008609684653528816 -0.0049084959334477095 0.00077207252003953601 -0.0045904818706074216 0.00070308052617240374 -0.0045025309855324883 0.0035691966600039189 0.00064910524455777602 -0.0026779470939315392 0.0030574944121496161 -0.0039143067411348742 0.0023413167846005585 -0.00012797868430862675
leaf_weight=5.0279130949638775 7.1786716822534817 1.8032431975007046 4.0920351520180693 3.0643194215372196 8.9114083573222143 7.4122751355171195 3.021834034472703 88.668440310750157 10.359034799039362 3.1225823312997809 2.7575741410255432 9.7964133359491807 4.4618055466562501 6.8895943202078334 2.1636809520423439 5.3079876601696041 4.3342181444168117 12.478401899337767 3.2700167000293732 1.6531935185194013 3.8324934020638466 160.12496302369982 5.153090924024581 2.7548936158418655 1.8363730199635027 2.8829162959009409 2.6076705008745185 2.7138112741522482 3.2592288639862081 59.059755159076303
leaf_count=109 84 11 38 73 25 77 16 540 36 16 11 34 54 25 20 14 21 43 24 17 37 653 56 6 21 28 9 169 38 595
internal_value=0.000170759 -0.000256037 0.000296041 -0.000108287 6.66408e-06 -0.000216615 0.00155782 -1.52735e-05 5.42521e-05 0.000138868 -0.00216853 0.000518741 0.000447337 -0.000251451 0.000221072 -0.000257979 0.000376386 -0.000291088 -0.00218159 -0.00320917 -0.00294418 0.000635164 -0.0017765 -0.000810764 -0.00314902 -0.000726214 -0.000150345 -3.81023e-05 -0.000162229 1.16333e-06
internal_weight=440 99.8484 340.151 120.811 117.746 102.93 14.8162 95.518 82.9253 81.1221 6.84961 219.341 209.544 44.3914 38.2764 31.3868 25.3906 20.0826 7.60423 6.115 5.99617 165.153 16.923 9.93357 6.98946 5.90475 70.763 67.6405 65.0328 62.319
internal_count=2900 1041 1859 808 735 666 69 589 874 863 49 1051 1017 255 184 159 102 88 45 71 57 762 167 90 77 44 827 811 802 633
is_linear=0
shrinkage=0.00343713


Tree=261
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 0 0 2 0 2 2 0 2 0 1 2 2 2 1 0 0 1 1 2 1 1 0 0 0
split_gain=2.20335 4.48518 2.61039 1.99408 1.89249 2.34051 1.63188 5.22655 2.82312 1.59647 1.93719 1.67204 1.58003 1.69522 1.57821 1.53399 3.30604 2.27982 3.76887 1.8211 2.6181 1.58952 1.52632 6.68051 3.87078 3.33518 3.98006 6.30967 2.52467 2.95359
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 40.621691032550004 40.305698932850007 0.47778509625000004 0.47886290830000006 42.718072821900002 0.56859076075000015 34.997818021800008 36.372781240150012 0.52366695610000014 40.337496327150006 0.47943175355000006 0.3447651268000001 40.421032462050007 42.718072821900002 43.968221017800005 0.33672644530000007 0.4447920721000001 0.42314601355000009 0.39584144190000009 0.39971857130000005 43.633733172900008 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.5339660489000001 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 9 5 -4 -6 8 -8 10 -3 -12 13 -5 -9 19 -17 -18 -19 20 21 -1 -14 24 -24 -25 27 -27 -28 -30
right_child=1 3 4 12 6 -7 7 14 -10 -11 11 -13 22 -15 -16 16 17 18 -20 -21 -22 -23 23 25 -26 26 28 -29 29 -31
leaf_value=-0.00059759718927524766 -0.0037318128019215961 0.00076755360070321355 0.00070178039053632305 0.00071109402269174942 0.0014304621744118077 0.002354867735587492 -0.0045098085877474806 0.0019365214687749564 -0.00020906649279948741 -0.0034482152312589063 -0.0039396758786664409 -0.00058792866901377346 0.001567322568039457 -0.003645409556144002 0.0002145644154671743 -0.0044258190150802046 0.00052633183439273969 -0.0039925327937439387 8.9764996425737415e-05 0.00094014839017203576 -0.0029850861203249645 0.0010987211506458953 -0.0043187695730781458 0.0020751301358113692 -0.00010483072315575496 0.0026583741159832402 0.0028409330990699726 -0.0042061034897277654 -0.0022059687906871234 0.00024367260932680481
leaf_weight=15.776512964628642 3.4003443233668795 5.178050962276755 75.104578081518412 1.4741865098476403 10.849139787256716 9.8061700314283353 3.614451687783002 5.7495901174843302 2.7006088569760323 2.580631176242604 2.4155865795910358 4.0083763338625431 6.9604393951594821 2.3409319389611483 86.229852072894573 2.3581885758321759 11.15190116222948 3.9054897692985815 5.5377088859677315 17.994573635049164 3.3778228349983683 8.6675695441663247 5.3939007967710477 9.1293195970356447 3.7369067668914795 1.8794945217668999 3.6013639476150265 4.8690767120569944 5.2126615382730952 113.9247800335288
leaf_count=214 56 38 284 11 35 34 34 19 14 180 37 31 30 56 378 51 65 63 27 74 42 39 57 32 27 7 31 57 28 849
internal_value=0.000163033 -0.00011241 0.000347594 -4.11485e-05 0.000536393 0.000892692 0.000259202 0.000129926 -0.00267061 -0.00118436 -0.000680816 -0.00184828 6.1132e-05 -0.00196203 0.000322203 -0.000185158 -0.000856654 -0.000447976 -0.00159858 0.00015125 -0.000358992 3.89633e-06 0.000111023 4.24166e-05 -0.00259416 0.00021609 8.50212e-05 -0.00229433 0.000215845 0.000136493
internal_weight=438.93 176.106 262.824 172.706 194.054 84.9107 109.144 98.2945 6.31506 14.1826 11.602 6.42396 158.523 3.81512 91.9794 68.7698 22.9533 20.5951 9.4432 45.8165 27.8219 24.4441 154.708 147.748 9.13081 138.617 129.487 6.74857 122.739 119.137
internal_count=2900 1527 1373 1471 798 318 480 445 48 286 106 68 1185 67 397 575 206 155 90 369 295 253 1118 1088 84 1004 972 64 908 877
is_linear=0
shrinkage=0.00318231


Tree=262
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 2 1 1 0 1 0 0 1 2 1 2 1 1 0 2 0 0 0 1 1 0 2 2 2
split_gain=2.22682 4.51442 2.51665 2.91943 4.97724 4.61097 2.40051 2.18206 2.57973 5.11232 3.85929 4.64563 3.99234 4.50393 4.22463 3.40519 2.68061 2.13897 4.14007 2.31562 3.63266 1.95448 1.94813 4.88266 4.04646 7.6017 2.35525 1.90637 7.71132 2.67684
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 0.4211999641000001 0.54279811980000015 0.41640968835000008 42.34047585750001 0.42552618185000007 0.39078171310000004 0.52682554415000016 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.41917906650000009 39.749124837650008 0.39904493880000008 37.858673296900008 0.45393850480000009 0.45664800455000004 0.56369569775000017 41.792045663550006 0.63075955810000017 0.56055207925000017 0.56369569775000017 0.44805544745000009 0.43967246490000006 0.57703362175000017 41.169697216150006 40.259171735100004 49.842240509300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 7 5 -5 6 -4 8 -1 15 -11 16 -13 14 -14 -10 -12 22 -19 -20 -21 -22 -3 -24 25 -25 -27 28 -2 -29
right_child=1 17 3 4 -6 -7 -8 -9 9 10 11 12 13 -15 -16 -17 -18 18 19 20 21 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=0.00059927952829038451 -0.0030771509243645184 0.0017098110055647987 -0.0023716877455405064 -0.004641343475199765 0.0022989276470690334 0.0028338445690013112 -3.7071050778039012e-05 0.0019542854851933391 -0.0044801123890841985 0.002335934674047877 0.00011421175524131107 0.0027483371914411004 -0.00021307414008998993 0.0008219189644146724 -0.0049882469137463841 0.00097781991713476787 -0.0043634136153472315 -0.0042540209207849273 0.0019704396746807141 -0.001905514799187934 0.00075165054292150699 -0.0011334167878705769 -0.0032905385776965368 0.0014687864681316343 0.0022646332272578261 -0.0054181555905054362 -0.00097734668011678931 -0.004255861031982406 0.0024642122452729798 0.00018276582355910125
leaf_weight=164.23490092111751 6.5616060411557573 11.625123362988232 4.759510299190878 3.4616462597623459 1.5446031317114828 5.6735271364450446 104.51985140191391 9.9407041855156404 4.4251576177775851 6.9089596830308428 2.1025759018957642 5.3778164535760906 4.4099888615310219 12.613454163074492 3.3847392648458481 1.6118739731609819 4.0320439413189888 2.7303127124905577 4.6538322530686846 11.989911342505364 19.840060845948759 7.9681644421070805 3.7072793096303966 8.0354238767176884 9.6775969732552749 2.947376715950667 2.1240051216445863 5.0989074632525435 4.2944693714380264 1.9381642937660215
leaf_count=762 78 37 39 76 5 16 672 34 54 25 19 14 21 43 24 17 38 33 19 343 145 151 19 36 36 30 25 56 12 21
internal_value=0.000151734 -0.000261779 0.000277607 -9.67046e-05 -0.00250003 7.96118e-06 -0.000138752 0.0004826 0.000412636 -0.000270576 0.000157335 -0.000314205 0.000284019 -0.00036536 -0.00228662 -0.00302286 -0.00282875 4.6202e-05 -0.000411386 -0.000175365 -0.000426287 0.000211504 0.00061262 0.000131149 0.000687896 -0.000476311 -0.00355825 -0.00172997 -0.000885087 -0.00303337
internal_weight=442.194 103.192 339.001 119.959 5.00625 114.953 109.279 219.042 209.102 44.8666 38.8296 31.9206 25.786 20.4082 7.79473 6.03703 6.13462 85.2991 47.1823 44.452 39.7981 27.8082 38.1168 26.4917 22.7844 13.1068 5.07138 17.8931 10.8561 7.03707
internal_count=2900 1041 1859 808 81 727 711 1051 1017 255 184 159 102 88 45 71 57 874 691 658 639 296 183 146 127 91 55 167 90 77
is_linear=0
shrinkage=0.00321496


Tree=263
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 2 2 2 2 2 0 1 1 2 0 2 2 2 0 0 1 1 2 0 2 2 2 2 2
split_gain=3.31248 3.93883 3.73587 5.23035 3.94174 5.46158 5.03351 3.20952 2.50319 6.91161 2.59206 2.49657 2.34726 3.68482 2.18148 2.04435 2.03018 2.05304 2.72181 1.93622 3.78572 3.8641 6.27827 3.48298 1.89741 3.19953 3.15885 3.00139 3.04862 2.90084
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 0.42552618185000007 0.40105086675000007 0.39167988980000007 44.611732354850012 42.428475018400007 41.169697216150006 40.823855932350007 50.065525775750011 0.42314601355000009 0.45393850480000009 0.45664800455000004 45.90502654165001 0.48851830785000006 36.735256530150004 37.272044000450002 38.938637541200009 0.56055207925000017 0.56369569775000017 0.44805544745000009 0.43887907550000005 40.922041107600009 0.47997065955000012 44.015822920550008 43.45354240915001 42.773538294100007 42.686561923500008 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 11 4 5 7 -6 15 9 -2 -10 -1 19 -14 -8 -4 -15 -18 -19 -3 -21 22 -22 -24 26 -26 27 28 -9 -27
right_child=1 12 3 -5 6 -7 14 24 10 -11 -12 -13 13 16 -16 -17 17 18 -20 20 21 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=-0.0016078586365141348 -0.0023151434157689089 0.0017021495167936882 -0.003566557195204868 -0.0042191906166232874 0.003025435756770516 -0.0027587439409360688 0.0011704844023406472 -0.0015933838649730503 -0.0042663726548716361 0.0036173605116068108 0.00010457425421602881 0.0006703572840098972 -0.004235015847996397 -0.0035565010366412674 -0.0026895763908181243 6.052624765886274e-05 0.0031313195654261382 -0.0040065392709908139 -9.1644484641401289e-05 -0.0028889560457501682 0.0016524851638104747 0.0021567992944120373 -0.00013818190817304558 -0.0050099723853656679 0.0011678473644415321 -0.0024156791810301891 0.00033187465068072709 -0.0031709943754449806 0.0023583295122264489 0.00077334220523556433
leaf_weight=5.1513566414359948 7.3106936160475033 11.545204814523457 4.1073519000783554 3.1179951559752217 9.4370044320821744 8.0660104360431415 3.0959573760628691 6.1894034892320615 5.4353498946875325 2.8582729995250702 1.9215049892663953 219.25585479848087 2.5864591943100086 1.8803347882349033 3.032503554597497 2.691522017121315 1.9375409428030241 1.9495899318717409 39.653624369762838 3.7660106569528606 6.5878011723980325 9.6892271563410741 2.7327523776330054 3.5049155466258526 32.806986138224602 5.8459141775965673 29.275773684494197 6.4020449384115627 3.0490513723343611 6.0979292169213295
leaf_count=109 84 37 38 73 25 77 16 51 58 6 19 942 33 140 28 11 20 54 444 19 28 36 27 36 118 54 184 93 15 25
internal_value=0.000218409 -0.000290005 0.000369577 -8.29758e-05 2.44094e-05 -0.000201729 0.00154307 1.20757e-05 -0.00168746 -0.000647647 -0.00312474 0.00061806 -4.66662e-06 -0.000479491 -0.000739563 -0.00213068 -0.000265636 -0.000123518 -0.000275102 0.000597967 0.000112896 0.000615012 -0.000549758 -0.00287562 0.000174547 0.000645965 -0.000295136 -0.00146877 -0.000289164 -0.000787524
internal_weight=450.982 103.359 347.623 123.215 120.097 104.532 15.5655 96.466 17.5258 10.169 7.35685 224.407 85.8335 48.0075 6.12846 6.79887 45.4211 43.5408 41.6032 37.8259 26.2807 22.5147 12.8255 6.23767 89.6671 44.7508 44.9163 15.6405 9.23845 11.9438
internal_count=2900 1041 1859 808 735 666 69 589 167 90 77 1051 874 691 44 49 658 518 498 183 146 127 91 63 540 197 343 159 66 79
is_linear=0
shrinkage=0.00323475


Tree=264
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 2 0 0 0 1 0 1 0 0 0 2 1 1 0 2 2 0 2 0 1 2 2 0 1
split_gain=0.647259 1.13136 1.6838 1.572 0.680742 4.45235 3.65903 1.9054 3.39433 1.69301 2.2194 3.25142 3.14966 2.84623 2.19328 2.75561 2.3475 3.95284 2.89256 2.24922 2.07302 1.51851 2.6774 1.50989 1.4047 2.72759 1.43368 4.07852 1.58513 1.07614
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 41.24714903835001 41.134354310300004 41.028010303750008 0.57944372925000021 0.62143349005000015 0.56704889075000009 0.39078171310000004 0.52772372085000019 0.39584144190000009 0.52104727400000017 0.53592706805000012 0.54191491270000014 39.420767558750008 0.42067602765000006 0.43590012275000006 0.53029849405000007 39.091773401050006 40.742467179200005 0.62406814170000013 40.580626202750004 0.48181192180000004 0.35877668335000007 39.56957118270001 40.166811829450005 0.46928235680000008 0.33960061075000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 10 24 13 -13 -12 19 -16 18 -18 -17 -14 -11 22 -10 -19 26 -26 28 -28 29 -2
right_child=4 2 3 -5 -6 -7 -8 8 21 20 11 12 14 -15 15 16 17 23 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.02985885734917635 0.0017998016894877481 -0.035181162740373279 0.016179112348661043 -0.027040694441833223 -0.00033883623437298409 0.019176202008048458 -0.020955842612423958 -0.028718070998170038 0.02918655614022456 -0.0030407441346447499 0.0056287579421405295 0.01843573413425258 0.00036101190265358637 -0.034623136232498866 0.010306629264380343 -0.0081256314587674731 0.0047876962961751349 -0.033181221086110851 0.011969189909538156 -0.034413886648725189 0.018627008672838462 0.039855211069319732 -0.029484920177378585 -0.011238178484176005 0.015671916786827153 0.0030065233831559927 -0.024030089059189439 0.0020932044791855406 0.0096893113843085337 -0.016780088318720555
leaf_weight=0.40573635697364752 6.3377643357962388 1.3936956374673175 1.3577791433781388 0.83769961935468007 211.28650660230778 8.5793353682383877 4.6035931201186022 3.3806293561356133 0.88411677908152375 4.2032172242179495 1.5843189051374782 4.7227519750595084 2.0547945201396933 3.4070047307759523 9.9814161658287031 9.5919985100626999 4.8400540314614755 4.4715959392488003 8.1621905788779241 2.5859568193554878 7.6934844069182873 0.70995816588401783 1.0444389227777717 3.3968980759382248 13.514976967126129 46.421784572303295 5.1321174930781153 12.99547540466301 12.955967135727404 2.752456356305629
leaf_count=1 45 57 7 103 1573 33 34 122 5 37 17 16 17 45 36 77 20 32 34 25 29 6 94 15 58 186 31 59 47 39
internal_value=0.000524885 -0.00941231 -0.0138517 -0.000311694 0.000624806 0.00171941 0.000875306 0.00145683 -0.0122576 0.00195171 0.001259 -0.00275505 -0.000841845 -0.0218466 -0.00286122 -0.00100748 -0.00471466 -0.0128555 0.00111263 -0.0190165 0.0109716 0.00883249 -0.00258788 -0.0237082 0.00345623 0.00586241 -0.000133629 -0.00530258 0.00411657 -0.00382606
internal_weight=401.29 3.99491 3.58917 2.19548 397.295 186.008 177.429 172.825 6.01914 166.806 154.91 54.799 49.8077 4.99132 45.0849 40.4442 30.4627 12.7085 17.7542 4.64075 11.8967 2.63851 1.92856 7.86849 100.111 59.9368 40.1738 18.1276 22.0462 9.09022
internal_count=2900 168 167 110 2732 1159 1126 1092 227 865 799 334 272 62 256 214 178 67 111 42 66 105 99 47 465 244 221 90 131 84
is_linear=0
shrinkage=0.0248114


Tree=265
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 2 1 0 0 1 2 1 2 1 1 2 2 0 0 2 1 0 0 2 1 1 0 0 0
split_gain=2.44832 4.2884 3.22167 3.01383 4.04663 2.32955 5.78869 3.63475 2.28354 2.59716 10.4469 2.92614 2.38094 2.26916 2.50699 3.35762 2.58562 2.43692 2.4343 7.10937 4.84781 4.26208 3.63765 6.8533 2.47494 2.3819 3.01813 2.31805 5.57275 2.31502
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 0.35877668335000007 41.322103772800006 42.178283198950005 42.686561923500008 0.34479506600000004 0.49811382890000006 0.50579323975000012 0.37668033890000002 39.685256516350002 0.36730936200000003 38.238138001450004 0.3982365797500001 0.39584144190000009 43.812290675100009 37.962710038050005 0.54910032635000017 0.55240861050000023 44.215931556700006 0.42194844465000009 0.53321756835000012 0.53136133645000017 41.941595803500007 0.41917906650000009 0.4019490434500001 0.52877159370000015 0.52975958800000011 0.55754318735000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 7 -7 -5 12 11 -11 -10 17 15 -15 -17 27 20 -20 24 -21 23 -22 25 26 -16 -3 -29 -23
right_child=1 13 3 8 -6 6 -8 -9 9 10 -12 -13 -14 14 18 16 -18 -19 19 21 22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00043636137255626971 -0.0041390272267665326 -0.0042875981456503981 0.0026896774818796305 -0.0017662163430320335 0.00069498566736032462 0.0005005077948115244 3.7130988058544676e-05 -0.0041208835305472395 0.00035284110443883595 -0.00061356478620985485 0.00088676509503774685 -0.0046590879702226124 0.0026248660073705716 0.00050878817021662848 0.001816055353717263 -0.0047709101600533687 0.00012904482524117003 -0.0046589248177175812 -0.005846307802897464 -0.0044765159365552374 -0.0040369669740556759 0.0019382917435528065 -0.0052719901713380304 0.0038108374365392102 0.0023940015854442467 0.0015045529725421722 -0.0018790293448980716 0.0068308601455212099 -0.00082106448069713188 -1.4522093216358554e-06
leaf_weight=76.897256471449509 3.2690809536725274 2.0509797856211724 20.730954028666019 5.824113503098487 33.456953182816505 2.9512345502153021 45.945640509482473 7.8098689056932926 11.285221189260485 3.5140289850532991 40.116946015506983 6.2560098692774773 11.952932469546793 5.8504363913089019 4.3632104974240082 4.300044909119606 1.9791137613356111 2.146897970698773 2.6415193974971762 2.5202692430466405 2.7977081313729268 8.6850012168288213 2.4762517139315605 2.8040585219860077 16.403540655970573 17.73808703944087 7.6763566434383392 1.2807950377464319 18.487973710522056 71.416514397133142
leaf_count=428 56 29 70 31 119 25 318 66 41 16 159 59 41 31 19 45 17 30 23 33 72 33 20 6 64 56 42 2 322 627
internal_value=0.000207945 -0.00011315 0.000423284 0.000813843 0.00145811 3.409e-05 -0.000511411 -0.00285347 0.000371644 0.000541916 8.5612e-05 -0.00320402 0.0015215 -3.82095e-05 0.000122099 -0.00142487 -0.0032265 -0.00105258 0.000256587 -0.000117223 0.000843995 6.5943e-05 -0.00169141 -0.000108616 0.00128749 0.000677945 -0.000539909 -0.000697747 -0.000325305 0.000208864
internal_weight=445.629 178.888 266.741 133.137 54.1879 133.604 56.7067 10.7611 78.9493 73.1251 49.887 9.77004 23.2382 175.619 151.652 12.1296 6.27916 23.9666 139.523 85.2633 54.2592 82.6218 8.07802 5.60177 46.1812 29.7777 12.0396 21.8197 19.7688 80.1015
internal_count=2900 1527 1373 536 189 837 409 91 347 316 234 75 82 1471 1088 93 62 383 995 716 279 693 98 78 181 117 61 353 324 660
is_linear=0
shrinkage=0.00354757


Tree=266
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 0 1 1 1 1 0 0 2 0 0 0 0 0 1 0 1 0 2 2 2 2 0 1 1
split_gain=0.626143 1.83254 1.81259 1.08047 1.36475 1.81653 2.05881 0.99096 1.35748 0.959929 2.70477 1.64899 1.82009 0.969519 3.75787 1.68038 1.85296 2.60472 2.48127 0.924645 3.60829 2.05742 2.32909 2.15329 2.03431 1.75426 2.4574 1.92206 1.36819 1.67186
threshold=0.39672464895000009 49.110028829250005 44.921040431000009 0.3972336157500001 0.41932876265000008 0.31148768000000004 0.41155953415000007 0.31123319660000009 0.31728091975000011 0.32272985840000007 0.33263974130000007 0.45006137540000007 0.46594413340000007 49.110028829250005 0.55671985870000007 0.5810754169000002 0.61532588845000014 0.61802041855000012 0.66697104880000013 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.58859016195000013 44.710446918150005 46.177190236600005 42.526729949000007 42.508878681700004 0.62143349005000015 0.46208197360000008 0.45393850480000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7 -6 -9 -10 -11 -12 -13 19 -15 -16 -17 -18 -19 28 -21 -22 -23 25 -25 26 27 -24 29 -14
right_child=3 -3 -4 4 7 6 -8 8 9 10 11 12 13 14 15 16 17 18 -20 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.027832193382276618 0.017931350748016432 -0.037460511343853954 0.0061129579563146338 -0.039322874038986433 0.028991216843453529 0.030393015277373529 -0.028795922014201385 -0.034036134065679562 0.011186489429556065 -0.023500064020115327 -0.023042467220383001 0.016094445322220902 0.0013457718541644379 -0.034074177630018118 0.013364141516703079 -0.03183971197165765 0.028178229792187166 -0.037123632788188123 0.016476116303790384 -0.032985267451645595 -0.036581209831960275 0.047434608809278044 -0.030918884668371619 0.02783497874977281 -0.0011204900236460155 -0.032979813325507791 0.044114200195746793 0.0039922154179231487 0.014628657113903243 -0.010739093066964753
leaf_weight=1.4280818086117495 2.5530903129838398 1.1790527850389478 5.0091279000043869 1.4050276088528328 0.87415380030870338 0.85728740878403165 0.80497079517226666 0.79495911300182243 6.1059222454205146 3.2713186908513299 2.0427288436330846 5.4896576635073862 322.81068519572727 2.7448356703389427 4.3921327572315914 1.6917429603636263 1.5652563162147997 1.507835924625397 1.0248109148815272 2.7404323141090599 1.017548235598954 0.77203043177723785 1.8198070854414234 2.8389930767007172 4.3258889634162188 1.7971088145859537 0.69176363945007313 2.872767926659435 5.3208799455314866 8.2948742216685769
leaf_count=116 12 10 20 29 3 8 35 10 27 41 48 38 1704 67 37 44 6 21 37 65 20 3 93 11 52 59 1 178 22 83
internal_value=0.000550554 -0.00699739 -0.0014177 0.000697045 0.000584186 -0.017075 0.00172998 0.000724219 0.000660193 0.00073181 0.000563393 0.000772885 0.000903059 0.000676582 -0.00647353 0.000967138 -0.00843746 0.00122373 -0.015435 0.000936717 -0.00478744 1.52467e-06 0.00246374 4.36896e-05 0.0103527 -0.0102416 -0.00265234 -0.00954651 0.00125789 0.00104302
internal_weight=400.045 7.61626 6.43721 392.429 389.875 3.06729 1.66226 386.808 385.934 385.139 379.033 375.762 373.719 368.229 12.9266 10.1818 5.78965 4.0979 2.53265 355.303 18.8763 16.1359 15.1184 14.3463 7.16488 7.18145 5.38434 4.69258 336.426 331.106
internal_count=2900 146 136 2754 2742 72 43 2670 2667 2657 2630 2589 2541 2503 212 145 108 64 58 2291 482 417 397 394 63 331 272 271 1809 1787
is_linear=0
shrinkage=0.0265789


Tree=267
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 1 2 0 0 2 1 2 0 0 0 2 0 1 0 0 0 1 1 0 2 1 2 2 2 1
split_gain=0.612161 1.51919 0.540199 1.60692 1.61052 0.699035 0.953716 1.52666 1.55785 0.655702 0.551675 2.81355 2.19527 5.46343 1.8739 2.90081 3.79447 1.77421 2.28372 1.6005 2.52292 1.47589 4.25542 2.1091 1.96662 2.52453 3.04516 1.96115 2.3851 1.93389
threshold=51.779769178100004 0.49901200560000009 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 32.785955158400007 0.51700547890000015 0.52428071015000011 33.384956903900012 0.38906020780000011 37.064694648750013 0.52877159370000015 0.52975958800000011 0.52215502530000013 40.305698932850007 0.51243974730000008 0.38733870245000007 0.51700547890000015 0.48543456785000005 0.48368312325000012 0.37138109635000011 0.37982395740000008 0.50300889195000009 42.564639561200003 0.36000419150000007 36.82350895510001 39.852039223600009 43.740100730350001 0.36927038110000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 -7 -9 -8 17 12 -12 -14 15 -13 -17 18 19 20 -11 23 27 24 25 -21 -27 -23 -29 -25
right_child=1 -3 5 -5 -6 6 9 8 -10 10 11 14 13 -15 -16 16 -18 -19 -20 21 -22 22 -24 29 -26 26 -28 28 -30 -31
leaf_value=-0.023799609153379728 -0.02617345580846369 0.005875998511683524 0.011324585378074748 -0.030984820835709703 0.0047448587014945511 -0.032698819683182112 0.010123674430709871 0.016119446928617612 -0.024715305456745114 0.00059361430761693454 -0.031133370528888513 -0.030212663197799035 0.05463370607109904 -0.01191902469835705 0.000818608545828759 -0.025157199732413187 0.024759751378858164 0.012656887948884969 -0.010680188607329952 0.011716757991963235 -0.016328118226387977 0.00049245065191993076 0.013056409180837298 0.0052215617890478301 -0.0059112974901155942 0.0088471537181729898 -0.015694131452434791 -0.034401752254950006 -0.0032904250479016605 0.023086722713715872
leaf_weight=1.2972701103426505 1.4991949663963162 1.5845537744462488 3.1513212700374416 1.1053845509886739 4.9883035197854042 1.1657314572948956 3.7566893327166317 1.2361615449190142 0.80251751176547248 122.45153837045655 2.3763651717454186 2.6149990810081354 0.70256203413009455 7.5104552842094563 152.82889216195326 1.448017447255552 1.7539093531668184 6.9612908810377112 8.4426830392330867 17.730476006865505 4.767802692949771 3.9416985213756544 6.0087225809693328 6.197017274796961 8.7857942357659322 5.768842436373232 4.8454324528574944 2.9432498030364513 2.2759375795722008 6.4311680197715759
leaf_count=116 73 25 26 10 20 38 24 5 104 676 32 20 1 140 1130 47 9 22 62 74 23 17 19 27 41 20 23 29 19 28
internal_value=0.000423666 -0.00970516 0.000502884 -0.005609 -0.00114639 0.00061964 0.000531731 -0.0118669 4.50169e-05 0.000636135 0.000541541 -0.000425554 -0.0118154 -0.00622594 0.000334703 -0.012379 0.00218565 0.0013301 0.000937014 0.00144746 -4.05619e-05 0.00436305 -0.00186876 0.0062629 0.00352274 0.00644693 -0.00235598 -0.0116583 -0.020835 0.0143198
internal_weight=397.374 3.08375 394.29 7.39096 6.28557 386.899 383.748 3.20441 2.03868 380.544 376.787 169.235 10.5894 8.21302 158.646 5.81693 3.20193 207.552 200.59 192.148 127.219 64.9283 15.1696 49.7587 37.1305 28.3448 10.6143 9.16089 5.21919 12.6282
internal_count=2900 98 2802 146 136 2656 2630 147 109 2483 2459 1379 173 141 1206 76 56 1080 1058 996 699 297 84 213 158 117 43 65 48 55
is_linear=0
shrinkage=0.0228222


Tree=268
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 0 0 1 1 1 2 2 0 0 2 0 1 1 1 2 0 1 0 0 1 0 0 2 2
split_gain=0.578588 1.93288 1.21124 1.85248 1.15197 0.992263 1.36554 0.701887 1.04422 0.929005 2.68373 1.07143 1.68122 1.96829 1.35314 1.09631 0.806005 1.72479 2.11665 3.0484 2.05293 1.64117 2.31382 1.31759 1.16062 1.14487 2.0795 1.53739 1.42655 1.95445
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 46.177190236600005 0.5024400467000002 0.49901200560000009 0.63075955810000017 0.61532588845000014 0.49091344570000006 0.47777012665000013 0.48627286610000009 49.275256100300005 49.49736495185001 0.47648274005000008 0.55671985870000007 48.852845034800005 0.47727612945000003 0.34518427590000006 0.34506451900000007 0.34482500525000009 42.718072821900002 0.47694679800000012 0.35675578575000005 0.46594413340000007 0.47760546090000006 0.33672644530000007 0.4447920721000001 0.47512050540000011 42.072181850200003 38.175120519550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 5 -5 -4 -7 9 -9 11 -11 15 -13 -14 -15 16 17 18 19 25 21 22 -19 -22 -18 26 -1 28 29 -27
right_child=1 2 3 4 -6 6 -8 8 -10 10 -12 12 13 14 -16 -17 24 20 -20 -21 23 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00010050103439380763 -0.037605207894098512 -0.028955215747658674 0.026648403623953189 -0.032106797071968965 -0.0022584979327441614 0.023019069628102514 -0.031926315621033569 -0.002918554690254579 0.020148089947354106 0.0028090344851201552 -0.027481304342830127 -0.034053289236268644 0.017692783635465854 -0.030074008542205644 -0.00042872059515927218 0.0095694308176484492 0.010558939991095799 -0.030270231091786896 0.020458786302936915 -0.025732848828067721 -0.0044147884175905266 0.010906027953004218 0.0034106160268966585 -0.031461398591207959 0.00084149151020335199 0.014926604714153658 -0.023384689366634941 -0.0058284258803967277 0.021514616609835665 -0.008738252709420375
leaf_weight=14.633126984816046 1.0010019222972903 0.8831183432484967 1.95100701227784 0.95445090532302845 4.0303412978537381 0.58141206577420212 0.5039261297788471 2.1077456157654515 2.636332182912156 4.8880525354761621 2.7155574331991374 1.2921776780858625 1.8233234062790868 1.6202117607463153 2.1229765228927135 8.3084429949522001 7.5222074016928664 2.1673709385795501 2.8922958024777463 2.8046494033187619 1.6086697604041535 3.2938669472932816 2.7771533073391765 3.2402590811252594 295.60115652822424 4.4998655249364692 2.713723510503768 5.4024444594979277 4.131193295121192 3.8777909781783819
leaf_count=226 23 131 7 10 88 5 63 20 25 37 127 16 6 58 38 33 25 40 13 26 22 11 39 48 1639 25 40 25 15 19
internal_value=0.000411025 -0.00541878 -0.00180043 0.00118928 -0.00797363 0.0162321 -0.00249226 0.000561138 0.00989981 0.00044453 -0.00800887 0.000617162 -0.00894918 -0.00312166 -0.0132605 0.000796689 0.000592616 -0.0021559 0.000311241 -0.00121972 -0.00987651 -0.00245339 -0.011353 -0.0224885 0.00108264 0.000730205 -0.00374306 0.0050625 0.00976618 0.00397278
internal_weight=394.586 9.90526 8.90426 8.02114 4.98479 3.03635 1.08534 384.681 4.74408 379.937 7.60361 372.333 6.85869 5.56651 3.74319 365.474 357.166 54.0424 40.9551 38.0628 13.0873 8.23839 4.94452 4.84893 303.123 35.2581 17.3469 17.9113 12.5088 8.37766
internal_count=2900 327 304 173 98 75 68 2573 45 2528 164 2364 118 102 96 2246 2213 549 389 376 160 90 79 70 1664 350 266 84 59 44
is_linear=0
shrinkage=0.0244299


Tree=269
num_leaves=31
num_cat=0
split_feature=2 0 2 1 2 0 0 2 0 1 0 1 0 1 0 2 0 0 0 1 1 1 2 2 2 0 1 1 2 0
split_gain=0.518622 1.26162 0.512605 0.866058 1.54631 1.43872 1.96206 0.636254 0.837387 1.65667 1.07704 0.651195 2.24584 0.716469 0.973454 1.71684 1.06485 1.18626 1.29951 0.718629 5.17003 4.82481 2.66728 6.31143 2.36144 1.87471 1.82188 3.94664 0.890624 4.93968
threshold=51.779769178100004 0.61532588845000014 32.785955158400007 0.31308942845000004 32.483642351600004 0.51700547890000015 0.52428071015000011 34.997818021800008 0.54475913895000005 0.43625939340000008 0.51243974730000008 0.34193587020000005 0.4622167001000001 0.34392682850000006 0.4622167001000001 45.673096293200011 0.47512050540000011 0.47670728420000003 0.47577916830000005 0.35585760905000008 0.34988473400000003 0.35759408400000009 39.468990633150007 40.12915366295001 40.621691032550004 0.48119816770000007 0.35877668335000007 0.36106703390000006 38.703421923500009 0.50109278165000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 8 10 -10 -4 12 -9 -13 15 -15 -16 18 -18 20 22 -21 -19 -24 -25 -23 -27 -28 -29 -30
right_child=1 -3 7 4 -6 6 -8 11 9 -11 -12 13 -14 14 16 -17 17 19 -20 21 -22 25 23 24 -26 26 27 28 29 -31
leaf_value=0.027502431925804184 -0.026975581398548887 0.0049641802226190789 0.0025335200918056655 -0.028292019509906979 -0.055752326773634363 0.027431798141308777 -0.025708379135686965 -0.0010272290268657468 0.0082164093963640362 -0.028096227357922946 0.018801314877100007 0.0083421292645037178 -0.025222097368635187 -0.026849369769133789 0.00932984761403911 0.013611615364774449 0.00080870428246451775 0.01716457223019531 -0.019722275842052536 -0.035071952871450415 0.020216872921371011 0.020337884000265895 -0.023992672634380895 0.012670182450667686 -3.0768227552509436e-05 0.020625496134032549 -0.032417613663488241 -0.0030315572029491695 -0.026394008380404396 0.0014071376886615865
leaf_weight=0.33738642930984442 1.3025584768038236 1.5124426605179904 5.559111366979776 1.0258612628676935 0.40865157003281627 1.0469314754009245 0.62966340343700711 21.831713768886406 1.9503023158758872 1.1188400943647137 3.9320812448859215 6.6332280188798896 2.410756140947341 1.8331135320477181 7.6617220472544423 0.87756405770778645 3.5278939828276625 5.2316228337585917 3.4512780830264091 2.2232424095273009 8.2888535633683187 2.5724278092384329 5.9493616744875899 9.2894104868173581 76.533125344663858 2.3757652938365927 2.1462014392018309 43.405137885129079 3.6984006771817795 163.60454794147518
leaf_count=1 81 17 35 53 11 4 99 245 11 50 12 24 30 61 38 3 23 19 37 15 34 7 31 34 341 9 13 357 46 1159
internal_value=0.000358939 -0.009815 0.000432458 -0.00869841 -0.0126242 -0.00610263 0.00747443 0.000514011 0.00578024 -0.00502118 0.00927306 0.000336935 -0.00343325 0.000598596 0.0004487 -0.0137504 0.000561917 0.000359757 -0.00934409 0.000567937 0.00218416 -0.000205502 0.000643288 -0.000298537 0.00134398 0.000150401 -9.08797e-05 -0.000322105 4.80925e-06 0.000792565
internal_weight=392.369 2.815 389.554 3.44849 3.11111 2.70246 1.67659 386.106 12.5603 3.06914 9.49119 373.545 24.2425 349.303 342.67 2.71068 339.959 332.297 6.97917 325.318 105.292 220.026 97.0035 91.7719 85.8225 217.802 215.23 212.854 210.708 167.303
internal_count=2900 98 2802 168 167 156 103 2634 108 61 47 2526 275 2251 2227 64 2163 2125 60 2065 459 1606 425 406 375 1591 1584 1575 1562 1205
is_linear=0
shrinkage=0.0237885


Tree=270
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 1 2 2 2 2 2 1 1 0 2 2 1 0 0 2 2 2 1 0 0 2 1 0 2
split_gain=2.43824 4.54028 2.93238 2.374 2.52005 3.86349 2.37315 2.2529 3.9457 2.15393 2.08139 5.50764 4.51594 2.04821 2.62193 2.00924 2.77557 2.00696 3.09849 1.9441 2.1972 1.92948 4.46431 3.40271 2.86962 2.38625 1.90462 1.78577 1.71896 1.62999
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 38.238138001450004 0.3982365797500001 0.39584144190000009 0.39772761295000009 44.015822920550008 47.833738492450003 43.740100730350001 42.178283198950005 42.686561923500008 0.34479506600000004 0.48627286610000009 0.61532588845000014 43.124157941850008 42.801286935650005 0.43166372265000008 0.56369569775000017 0.41932876265000008 41.24714903835001 42.487106141350004 41.621607100200002 0.35877668335000007 0.48851830785000006 0.49320379630000005 45.027406014450008 0.40621538280000008 0.63075955810000017 38.512991772500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 6 5 -5 -3 15 -9 -7 19 12 -12 -6 -15 16 21 27 -19 20 -1 22 23 25 -24 -4 -16 -8 -28 -21
right_child=1 3 7 4 13 9 17 8 -10 -11 11 -13 -14 14 26 -17 -18 18 -20 29 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0041986643833465736 -0.0043571363367923086 0.00098532416858252737 0.0015759969580204254 0.0006765513500690013 0.00042442705123311498 -0.0050040873262117633 -0.0011674747700535447 -0.0032508339815940706 0.001283695246184836 -0.00040898190475659565 0.00097959906561779597 6.7328327936594915e-05 -0.0043468288068412471 -0.0041578079529004386 -0.0040581896795288709 0.0024280732148635365 -0.0017287154637950892 0.0019509110074688394 -0.0022159829664550185 0.0016397437896113706 0.00159099323969093 0.0027564136080612468 -0.0036638367617544939 0.00061729897117664579 5.4680969336114826e-05 0.0041715449041118619 0.0028931770297971819 -0.0047607168328341436 -0.00062510853921341565 0.00028709683534717953
leaf_weight=2.4877345627173777 3.4166216328740111 5.548405613750222 18.632972583174709 5.8542512804269773 120.19813702628016 4.2375671602785587 3.3242137469351318 4.8803543560206872 5.6684383675456047 2.0776019692420959 3.0125379003584367 45.220464820973575 7.8277684152126312 2.9714264799840739 1.5249251252971578 11.627654187381266 5.5784103423357001 3.7859225012361986 6.8540259464643896 15.368884546216576 1.3999022878706453 7.4820966720581046 4.3881364315748206 56.755170822143555 8.0194626897573453 6.5396942794322959 2.6819083765149099 4.381660764105618 6.4914434459060431 58.585739398375154
leaf_count=74 56 31 67 31 664 44 27 54 24 18 25 318 66 106 116 37 28 21 240 82 26 22 22 221 37 24 10 64 99 246
internal_value=0.000202727 -0.000137777 0.000426754 -5.29431e-05 0.000123801 -0.00148685 -0.00113317 0.00082322 -0.000814186 -0.00349236 4.31104e-05 -0.000499998 -0.00286661 0.000270219 -0.00108574 0.000968339 0.000810295 -0.00177387 -0.000733312 0.000434249 -0.00211386 0.000949403 0.000806082 0.00111905 -0.00126043 0.0022503 -0.000232473 -0.00321064 0.000403493 0.000568197
internal_weight=436.824 173.348 263.475 169.931 146.037 12.1694 23.8942 129.572 10.5488 6.31517 133.903 56.0608 10.8403 133.868 13.6697 119.024 107.396 18.3458 10.6399 77.8423 3.88764 101.818 94.3354 81.9278 12.4076 25.1727 10.6983 7.70587 9.17335 73.9546
internal_count=2900 1527 1373 1471 1088 93 383 536 78 62 837 409 91 995 331 458 421 352 261 428 100 393 371 312 59 91 225 91 109 328
is_linear=0
shrinkage=0.0036968


Tree=271
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 0 1 1 0 2 1 2 2 2 0 2 2 2 1 0 2 2 0 1 1 2 2 0 0
split_gain=2.43974 4.86865 2.8222 2.37258 5.85977 4.28777 2.27743 4.88899 3.6151 2.11254 2.66514 2.27167 3.61732 2.19393 2.03159 1.96717 1.83145 4.10665 2.66251 1.80289 2.51548 1.95228 1.75309 1.74145 3.59542 2.40178 3.0576 3.11539 2.31197 2.7904
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 42.178283198950005 42.686561923500008 0.34479506600000004 0.50579323975000012 0.37668033890000002 0.36998892250000009 0.50356276755000018 41.322103772800006 0.35877668335000007 37.737818700150008 43.162556114600001 37.186372654950006 0.41932876265000008 38.771633980050005 36.625813070500008 43.968221017800005 0.3459626957000001 0.49588335680000006 42.102795028150005 41.24714903835001 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 5 -5 9 8 -8 10 11 -4 -13 19 -3 22 17 -9 -18 21 -21 -12 -1 24 -16 -26 27 -27 29 -25
right_child=1 14 6 4 -6 -7 7 16 -10 -11 13 12 -14 -15 23 -17 18 -19 -20 20 -22 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-0.0038830593530960245 -0.0040374749647729483 -0.0012830868494373368 0.0023706702984792301 0.00080654808246972032 4.9795573910531078e-05 -0.0040090163602203299 9.1456286962549683e-05 0.001544420844945711 -0.0035797895757670025 0.0026286664578780775 -0.00073840136708470971 0.0015602017494445062 -0.0020188713472006651 0.0016344298161525465 0.0014870794693480178 0.00055305727625923882 0.0019150568105744622 -0.0021705074727737207 -0.00070093544441930124 -0.0025538225107300206 0.00058842384212848091 0.0020482987824245952 0.00094413244206011842 0.00032344042701435728 -0.0041719740244732127 -0.0017693122576104832 -0.0038868111374485317 0.0033637525991401167 -8.7424095569316141e-05 0.0023059676797638515
leaf_weight=2.2112989132292564 3.5681349616497746 13.930802022339774 18.462914243340492 2.8897433588281256 45.296694690361619 7.9276346229016781 6.4214886426925641 7.1870847344398481 5.8899080976843834 9.2801205515861493 5.9022592306137103 12.876199074089529 4.3193399459123603 8.9317062236368638 4.8730889484286335 72.766948126722127 19.579024352133278 6.4822249934077263 5.7692564837634555 7.0439424589276296 4.9816669896245003 5.6222102642059326 1.41190012358129 29.755395051091909 3.8284721076488486 3.0284843761473876 2.677269222214818 2.4497059881687164 101.53490776126273 11.189348913729189
leaf_count=74 56 286 68 25 318 66 38 27 47 34 24 41 21 33 20 328 60 33 39 35 20 16 26 122 46 35 72 9 849 32
internal_value=0.000182679 -0.0001243 0.000390465 4.37343e-05 -0.000484651 -0.00272259 0.000747307 0.000194508 -0.00166491 0.00111381 0.000907497 0.0015463 0.000661176 0.000206218 -4.37153e-05 0.000431871 0.000781218 -0.000217263 0.00131966 -0.000335452 -0.00125213 0.00062109 -0.00200198 6.46429e-05 -0.000963977 -0.00196066 -0.000922593 0.000526062 0.000186341 0.000865224
internal_weight=438.089 176.836 261.254 132.504 56.1141 10.8174 128.749 51.329 12.3114 77.4204 68.1402 35.6585 17.1955 32.4818 173.267 76.3901 39.0176 13.6693 25.3483 23.5501 12.0256 11.5245 3.6232 159.337 16.857 11.9839 8.15546 5.47819 142.48 40.9447
internal_count=2900 1527 1373 837 409 91 536 244 85 292 258 130 62 128 1471 428 159 60 99 95 55 40 100 1185 182 162 116 44 1003 154
is_linear=0
shrinkage=0.00338432


Tree=272
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 1 2 2 2 0 0 2 1 0 1 1 2 2 0 1 2 2 2 0 0 0 1 1
split_gain=2.89299 4.43161 2.94297 2.88119 3.92417 2.14677 5.05755 3.62131 2.04557 1.95156 2.99917 1.87595 1.81374 1.99119 1.6863 1.79772 4.13796 2.41146 3.01843 2.9938 1.85974 3.23985 3.15537 2.56961 2.41761 2.3656 2.33433 2.269 1.97713 3.61473
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 42.178283198950005 42.686561923500008 0.34479506600000004 37.186372654950006 43.124157941850008 42.801286935650005 0.52366695610000014 0.41932876265000008 41.24714903835001 0.50663153795000015 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.43590012275000006 42.072181850200003 49.700765821350011 40.823855932350007 0.54317236010000014 0.55041765215000005 0.56055207925000017 0.39971857130000005 0.41865513010000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 9 -5 12 7 -7 -3 10 11 -4 13 -1 15 16 -10 -18 19 -19 25 22 24 -24 26 28 -22 -23 -17 -30
right_child=1 8 3 4 -6 6 -8 -9 14 -11 -12 -13 -14 -15 -16 20 17 18 -20 -21 21 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0035480462504029289 -0.0037111455859931575 -0.0011872812172544617 0.00097086436048697869 -0.0028520849885234718 0.00094429790701194242 0.00053483265951082828 4.2728439676733093e-05 -0.0035401590324619417 0.0015397943864784787 0.0020925764408372674 -0.0015233982878230638 -0.00074957109868402393 0.00050846475004449887 0.001194678677906064 -0.001582085044050752 -0.0015590093260395993 -0.0039090820426581655 -0.001607061383353275 -0.0036454445477637114 0.0031445329280409681 0.00024826225547710851 0.0014836663864962909 -0.0041395644497892754 0.00021407368828233803 0.0010071576651713621 0.0020583069102626185 -0.0029051634031470918 5.0661233702957067e-05 0.001638275145383444 -0.00082895000055740759
leaf_weight=2.3267292699310924 3.3972985278815022 14.893246134277431 95.095108702778816 5.1093562394380552 5.8242777660489082 3.0554081350564939 46.268750635907054 7.6082475855946541 5.0192144569009569 11.695252425968645 5.5845671519637099 6.787719700485467 73.637024173978716 1.4279835876077411 6.1866054949350646 4.6700657606124905 3.9323995299637309 3.0286445133388025 2.657220518682152 2.3570948131382465 4.5208680927753502 13.439093753695486 4.7148079071193925 1.9018327277153728 7.6276241317391387 10.786257416009901 4.8790558055043221 62.008313505910337 15.315811030566694 9.6926104426383954
leaf_count=74 56 286 359 54 24 25 318 66 20 37 28 34 328 26 253 29 46 35 72 9 18 45 51 21 28 32 46 387 50 43
internal_value=0.000173788 -0.000134153 0.000384611 0.000723539 -0.000829776 5.63502e-05 -0.000409666 -0.00237257 -6.57408e-05 0.000866062 0.000732585 0.000856244 0.00039917 -0.0017443 3.68992e-05 0.000100878 -0.000870014 -0.00188003 -0.000887982 0.000472497 0.00021911 -1.41227e-05 -0.00103535 -0.00288819 -0.000315364 0.000790258 -0.00138853 0.000305916 0.000329402 0.000682043
internal_weight=445.448 181.028 264.42 130.096 10.9336 134.324 56.9324 10.6637 177.631 119.163 107.467 101.883 77.3917 3.75471 162.738 156.551 16.9946 11.9754 8.04296 5.38574 139.556 99.0916 23.6442 6.61664 17.0275 40.4647 9.39992 75.4474 29.6785 25.0084
internal_count=2900 1527 1373 536 78 837 409 91 1471 458 421 393 428 100 1185 932 182 162 116 44 750 596 164 72 92 154 64 432 122 93
is_linear=0
shrinkage=0.00316168


Tree=273
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 1 0 2 2 1 1 0 2 2 1 1 1 1 0 1 0 1 2 1 1 2 0 0 0 0
split_gain=0.587436 0.782509 0.876362 1.44209 0.65379 0.65915 0.498123 1.46765 1.50004 0.46596 2.55093 2.15098 1.21858 2.47887 2.14372 1.95058 3.54633 1.64526 4.63401 4.23451 4.36967 1.58474 1.37355 5.1879 1.34793 2.34395 2.12431 7.03616 1.62254 2.10183
threshold=0.50064369330000014 48.315732392000008 0.63075955810000017 45.027406014450008 0.66697104880000013 0.52917577315000008 0.39672464895000009 49.110028829250005 44.921040431000009 0.39167988980000007 0.39458399450000009 0.53136133645000017 36.372781240150012 34.542090938800008 0.43625939340000008 0.39584144190000009 0.3982365797500001 0.40367054880000008 0.53484925600000011 0.41640968835000008 0.52772372085000019 0.39685937550000011 38.238138001450004 0.44751654140000008 0.4211999641000001 40.878805547300004 0.54095685760000012 0.54017843775000018 0.54475913895000005 0.55240861050000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 7 8 -1 -8 11 -11 13 14 -12 -14 21 18 -18 20 -19 -17 23 -21 25 -24 27 -26 -28 -30
right_child=1 4 -4 -5 5 -7 9 -9 -10 10 12 -13 15 -15 -16 16 17 19 -20 22 -22 -23 24 -25 26 -27 28 -29 29 -31
leaf_value=-0.025099766280517757 -0.024972030253565824 -0.011849880900346393 -0.030748506972705748 0.030365768558244625 0.026216368527703336 -0.0011151462191376245 0.0013701543339516395 -0.032196798473737756 0.0046357293589644102 -0.029496835590780254 0.010105915782217416 0.0010794555181163562 0.01602728234122321 -0.029442428684759873 -0.027799035257073029 -0.034386319774326872 -0.011769515491570985 0.010371961508307171 0.020071471169770098 -0.031483263045442522 -0.031386302707989679 -0.0092663999716960186 -0.00049719262917526021 0.0087281230727128938 -0.03728271629123641 0.016090335721056608 0.015298117796175943 0.025117436435423874 -0.011520539713174918 0.0022081901685325938
leaf_weight=1.232192690251394 0.65592815849231489 1.6207219026982786 1.3318598084733819 0.47126030921936035 0.77865370456129346 1.5108928447589276 227.84250126016559 1.0427132472395895 4.983552023768425 3.1550475601106873 3.5114622218534342 2.3286716556176543 4.6984135508537284 2.4026153977029026 1.1545293671078978 1.9799457304179657 3.9593881396576753 2.1292483946308485 8.120961291715501 3.2614894388243547 4.6376829887740314 5.5959771424531937 9.908792547881605 4.3741828745696694 2.9655222089495501 9.9346901364624483 4.8230887800455085 1.6310623884201048 7.2105404734611502 65.344206906855106
leaf_count=116 88 28 194 1 4 45 1227 10 20 58 31 20 18 54 76 22 28 18 29 48 61 56 41 43 79 35 14 4 36 396
internal_value=0.000439713 -0.00682948 -0.0174955 -0.00183614 -0.000121924 0.00818005 0.000558972 -0.00570333 -0.00125896 0.000678285 -0.000351166 -0.0165126 0.000249093 -0.00952763 0.000726906 0.000740701 0.000212114 0.00115945 0.00963545 0.000278431 -0.0182469 -0.0158314 0.00142375 -0.00844771 0.00216405 0.0078074 0.000797965 -0.0151405 0.00174478 0.00084382
internal_weight=394.598 6.36932 2.45905 1.12719 3.91027 2.28955 388.228 7.25846 6.21574 380.97 153.128 5.48372 147.644 7.06861 4.66599 140.575 135.877 128.301 12.0803 116.221 6.76693 7.57592 109.454 7.63567 101.818 19.8435 81.9744 4.59658 77.3778 72.5547
internal_count=2900 360 283 89 77 49 2540 146 136 2394 1167 78 1089 161 107 928 910 832 57 775 79 78 696 91 605 76 529 83 446 432
is_linear=0
shrinkage=0.0241316


Tree=274
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 2 2 0 0 1 0 0 2 1 1 0 2 2 2 0 2 0 2 2 1 1 2 0
split_gain=0.569179 3.82034 2.98529 1.95061 1.76557 2.90259 1.34366 3.14246 2.83029 2.12566 2.96604 2.09585 1.91314 2.39357 2.03434 3.25411 2.41815 2.15622 2.01259 1.22495 1.18922 2.0422 1.09888 1.61489 1.48208 3.01277 1.17405 3.72619 2.35461 1.78258
threshold=41.24714903835001 41.134354310300004 41.028010303750008 0.41932876265000008 0.57944372925000021 0.62143349005000015 0.56704889075000009 38.938637541200009 33.680680957850008 0.52366695610000014 0.52772372085000019 0.39584144190000009 0.53592706805000012 0.54191491270000014 39.420767558750008 0.42067602765000006 0.43590012275000006 0.55041765215000005 38.238138001450004 40.580626202750004 40.742467179200005 0.62406814170000013 41.532441862050007 0.47778509625000004 41.621607100200002 41.726652433350004 0.40105086675000007 0.39167988980000007 42.599563320500003 0.55481871800000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 9 8 -8 -5 -11 -12 18 -14 16 -16 17 -15 -13 -17 21 -7 23 -2 -24 -26 27 -27 -28 -29
right_child=22 -3 -4 4 5 20 7 -9 -10 10 11 12 13 14 15 19 -18 -19 -20 -21 -22 -23 24 -25 25 26 28 29 -30 -31
leaf_value=-0.032232671714134895 0.005564921951452825 0.020617870646165402 -0.021960362201456876 0.0039524896158749691 -0.032747389481821695 0.027968389256897472 0.022389756588719861 0.019643758444829844 -0.038165959446777739 -0.02714256348264845 0.014403104049183803 -0.00041970667268411603 0.010978780699290789 -0.0011198730709071861 0.0045519334900079459 -0.035183217017062327 0.012415171793880915 -0.032736011766093774 -0.038985644158666087 -0.01244516046086303 0.0415154045260498 -0.03293698321358883 0.01330601361691499 -0.013429932721903654 -0.026527081288035593 -7.0434484781105636e-05 0.011845445489980642 -0.024075575106691945 -0.00027445966939125598 0.0086288305427544235
leaf_weight=1.4026067469967518 5.31303742527962 8.2652337560430151 4.6142278140177941 98.168288126471452 3.0805898703983976 0.87914747791364811 1.0066518643870943 8.9673216678202134 1.6893799807876346 3.8908993406221262 6.1483882889151564 2.0537110045552245 9.6439193747937662 7.230021828785544 4.758583150804041 4.4898696951568127 8.0787461833097023 2.3314203228801489 2.3961637765169144 3.4045298397541046 0.66572379576973606 0.92158966872375458 6.6638641712488598 11.74193831940647 3.5423952750861636 106.23942624847405 18.369749835459515 8.0811457615345699 45.66909628524445 1.6381759773939837
leaf_count=70 24 33 34 469 143 7 18 34 27 47 23 21 36 36 20 32 39 50 22 15 6 145 33 75 33 699 117 97 478 17
internal_value=0.000466512 0.00162334 0.000730425 0.00134197 0.0016193 -0.0142435 0.00215499 0.0115073 -0.0155555 0.00144016 -0.00309132 -0.00123953 -0.00340631 -0.00142519 -0.00537403 -0.0141214 0.000900269 -0.00882901 -0.0211867 -0.0253772 0.00886766 -0.00320205 -0.000560984 -0.00751258 6.23436e-05 -0.0004185 9.53231e-05 -0.00162045 0.00320217 -0.0185633
internal_weight=391.346 184.087 175.822 171.208 169.805 5.54705 164.258 11.6634 2.69603 152.595 54.4263 50.5354 44.387 39.9371 30.2932 12.653 17.6402 9.56144 4.44987 7.8944 2.46646 1.80074 207.259 17.055 190.204 183.54 179.998 115.959 64.0388 9.71932
internal_count=2900 1327 1294 1260 1190 301 889 79 45 810 341 294 271 228 192 67 125 86 43 47 158 152 1573 99 1474 1441 1408 813 595 114
is_linear=0
shrinkage=0.0285878


Tree=275
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 1 2 1 1 1 0 2 2 2 1 0 2 1 0 0 1 1 1 1 0 0 2 2 1
split_gain=2.60511 4.02901 3.02269 2.97717 1.9327 1.72493 3.36306 2.32937 2.53275 10.9748 2.25203 1.8385 1.68754 7.69521 2.84876 2.46506 4.35793 2.11486 1.9489 3.49344 3.15018 1.86323 3.39422 1.63463 1.77463 2.62961 1.61551 3.09157 1.51012 3.45702
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.51243974730000008 37.186372654950006 0.45393850480000009 0.45664800455000004 48.008184682100008 0.3982365797500001 0.39584144190000009 0.40259273675000007 0.58859016195000013 41.840895355800008 41.322103772800006 42.102795028150005 0.44805544745000009 0.55820185025000013 40.823855932350007 0.44705248345000009 0.55041765215000005 0.55892039160000018 0.4211999641000001 0.41640968835000008 0.34524415440000006 0.35675578575000005 0.47706655490000011 0.54317236010000014 34.997818021800008 44.710446918150005 0.46613873835000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 26 7 -7 8 9 -6 -9 -12 13 17 -14 16 21 18 19 -10 -21 22 -16 -1 25 -25 27 -5 29 -8
right_child=1 3 -4 4 5 6 28 10 12 -11 11 -13 14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.0619970161350965e-05 -0.003898149270063463 -0.0038492501578061512 0.0006100699702666205 0.0025907755571452345 0.0020430892247926416 -0.0044297869552755885 0.00071717787943009282 0.00072101052189878397 0.00047702110682365333 -0.0044619457197542572 -0.0044999670522058183 0.00069238290272786594 0.0031307997655513004 -0.0039767266386838687 0.0004779837169343035 0.0027234330168246605 -0.0021327619697637822 0.0018106101434731433 0.0015972658722406806 -0.0046777089389709202 -0.00027411750129347509 -0.00037050704660141642 0.0039881012109058266 -0.0041207577505010121 0.00012778516054363199 -0.00019672508012627288 -0.0023023006057721934 -0.0020394329492540077 0.0004154733804196041 -0.002013333089892844
leaf_weight=56.04067146172747 3.1572261769324532 2.3195485351607195 196.5250281393528 2.9090852029621583 6.2078603506088239 2.3036844171583644 9.0387010108679551 2.8426478821784249 22.424172580242161 5.5761193186044693 3.0416276529431343 1.0352372024208305 6.829476222395896 4.4976806491613379 8.2760054580867344 5.8025651499629012 6.3337640501558772 12.619991742074488 9.0123204942792636 3.2393888197839251 4.259032485075295 6.7456905785948029 5.0084336921572676 4.1783275390043837 6.0338498246856034 3.6013829410076141 7.3141926110256463 3.7241992615163326 19.938949827104807 12.534370417939497
leaf_count=428 56 47 798 10 22 26 46 24 88 62 66 8 19 28 47 16 44 40 31 38 28 35 11 71 60 16 234 38 183 280
internal_value=0.000186055 -0.000130423 0.000396335 -6.19931e-05 -1.07747e-05 9.55139e-05 -0.000471845 0.000314053 0.000436618 -0.00103506 -0.00157827 -0.00318148 0.000619075 0.000245043 0.00115671 0.000737573 0.000300494 0.000613353 0.000225286 -0.000187938 -0.00217651 0.00106992 0.00180135 -0.000204977 -0.00124192 -0.00230424 -0.00121154 -8.81431e-06 -0.000252202 -0.000869302
internal_weight=443.371 176.992 266.379 173.835 171.515 157.568 43.8157 113.752 106.833 11.784 6.91951 4.07686 95.0485 56.0526 38.9959 32.1665 26.3639 51.5549 38.9349 29.9226 7.49842 20.0301 13.2844 69.8542 13.8136 7.77971 13.9475 6.63328 41.512 21.5731
internal_count=2900 1527 1373 1471 1424 1142 535 607 509 84 98 74 425 253 172 153 137 225 185 154 66 93 58 575 147 87 282 48 509 326
is_linear=0
shrinkage=0.00336544


Tree=276
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 2 1 1 1 0 2 1 0 1 0 1 0 2 2 2 1 2 1 0 1 1 1 2 2 2
split_gain=0.515984 1.74655 1.08077 0.53091 0.865296 3.32726 3.92787 1.31934 1.04913 1.67326 3.05139 1.56892 1.86624 3.31859 2.41407 1.67067 1.94117 2.52557 3.98834 2.65764 1.66946 2.25895 1.4975 1.40617 4.98258 9.42287 1.97167 1.09141 3.73792 2.36727
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.61532588845000014 0.46613873835000008 41.792045663550006 0.48627286610000009 0.46419268885000003 0.45393850480000009 0.58258734765000009 39.211875820650008 0.44922307715000004 0.56915960600000015 0.43967246490000006 0.57811143375000007 0.4410796084000001 0.55041765215000005 40.259171735100004 41.43512228960001 33.384956903900012 0.43590012275000006 49.110028829250005 0.45206730335000006 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.4211999641000001 36.514114975300011 37.020641110850008 36.30367149775001
decision_type=2 2 2 2 2 2 2 2 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 11 10 -10 12 15 -14 -15 16 23 19 -19 -18 21 -20 -13 27 25 -25 -26 29 -29 -1
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 22 13 14 -16 -17 17 18 20 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.002787517497502918 -0.03658723625823853 0.0012702703306703179 -0.026184972003236395 0.0086280766222163966 -0.02815005026875169 0.0096969185855312629 -0.027417083101691005 0.015701892279684951 0.0031082310782113366 0.0037090400914317652 -0.035131541432493571 0.018732142619839406 0.0033019499232484896 -0.038777299694794702 -0.0012317085306776446 0.012230299715593905 0.012181032284485192 0.019956058527778448 -0.031542411466722077 -0.029909826205650511 -5.3493937340154568e-05 0.0018340423408928612 0.00090347135507007868 0.019686843524557945 0.022536801140613898 -0.040327223352497395 0.0056201344063483479 -0.020844591081663973 0.00040697799142797454 0.027238501611102493
leaf_weight=24.164796768338423 0.93625135713955288 7.6439196538412926 0.94505777407903213 4.6932262345217159 2.9835386476479462 7.2921652011573297 2.1706763340625912 3.3825856372714034 2.3060398981906456 4.1401920928619802 2.6090226899832487 5.4512537978589517 4.9883155175484699 2.8514879769645631 1.5509728558827189 7.2417701967060557 1.1118921106681252 3.72803671658039 3.2077997326850873 4.2188661098480225 5.6545834317803383 1.8906142697669563 5.6053640879690647 2.9294146103784469 7.8727699294686344 3.223468255251646 8.3051550239324552 4.9513982543721786 249.58312300336547 2.5697677340358487
leaf_count=192 23 175 129 45 129 34 70 11 25 35 29 19 42 35 20 27 13 10 37 67 22 23 23 12 21 33 30 36 1522 11
internal_value=0.000393042 -0.00517482 -0.00175067 0.00053236 0.000431305 -0.00584819 0.00118336 0.000646295 0.000504893 -0.00763481 -0.0171903 0.000714824 0.000422878 -0.0102241 -0.0255501 0.000725259 0.000467641 -0.00687779 -0.00163109 -0.0211305 -0.0091153 -0.0191656 0.00969356 0.000946976 0.00679691 -0.0117543 0.0138524 0.000482532 -6.42362e-06 0.00513778
internal_weight=390.204 9.52523 8.58898 380.678 375.985 12.4464 9.46284 363.539 360.156 9.05525 4.91506 351.101 340.044 9.39078 4.40246 330.653 323.412 19.8118 14.481 5.33076 10.753 5.09841 11.0566 303.6 22.3308 6.15288 16.1779 281.269 254.535 26.7346
internal_count=2900 327 304 2573 2528 233 104 2295 2284 89 54 2195 2153 97 55 2056 2029 172 92 80 82 60 42 1857 96 45 51 1761 1558 203
is_linear=0
shrinkage=0.02422


Tree=277
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 0 1 0 0 0 1 0 1 1 0 0 2 0 0 0 1 1 0 2 2 1 2 2 0
split_gain=0.498146 0.804669 1.35934 1.15037 0.610367 1.57678 7.43502 1.85782 1.27806 1.6191 2.4745 0.85747 3.33951 1.44514 0.99793 0.814287 1.06193 1.86397 0.645551 0.586046 0.547716 3.08131 2.72434 2.60144 3.61256 2.71613 4.31148 2.06665 1.91857 3.27972
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 35.131296350900008 0.34392682850000006 0.49850303880000008 0.38733870245000007 0.54475913895000005 0.56793209785000009 0.56859076075000015 0.34307356065000005 0.4588185982500001 0.34392682850000006 0.34193587020000005 0.42646926740000007 0.41155953415000007 36.30367149775001 0.39672464895000009 0.37608155445000008 0.50579323975000012 0.37668033890000002 0.36998892250000009 0.50356276755000018 38.592454371550012 40.12915366295001 0.34524415440000006 40.621691032550004 38.703421923500009 0.52511900840000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 -8 -9 -10 -11 12 15 -13 -14 16 18 -18 19 -6 23 22 -22 24 -15 26 -26 -27 -23 -30
right_child=4 2 3 -5 11 6 7 8 9 10 -12 13 14 20 -16 -17 17 -19 -20 -21 21 28 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.02433374800545467 0.020032959740687202 -0.029669059467825696 0.012286103387707309 -0.023026708452857297 0.0097306677653241098 -0.04151062527061547 0.019482311046828151 0.0092811549178454921 -0.031058904493652815 0.033524293911209077 -0.022942526214221694 0.013709802578252295 -0.030181028629421354 0.010370568789776241 -0.01002019478934882 0.0050867551792141063 0.0062901647077514607 -0.028909282309577136 0.00659114181041719 -0.0069598813267324243 -0.0010151099768125904 -0.0047451308251262887 -0.022399322108503629 0.013740529970342287 0.0038847882813158631 0.0092654375926057905 -0.019755725040131497 -0.0003548040595565941 0.0088079755915323917 -7.3403204124764687e-05
leaf_weight=0.31645858287811224 2.5106413662433615 1.1364925300003963 1.1959457360208032 0.64256354892859224 1.1423468997236392 1.575609697960316 3.9923424124717695 3.2728591710329056 1.0485892686992886 0.66951400041580178 0.74060184677364305 3.712883733212947 2.2671698648482552 15.549161511473356 2.1840939372777939 8.5025194063782674 1.1334169451147311 1.7101064324378965 3.9543954539112747 5.7564236372709274 5.5367518924176675 29.029281463823281 5.2674596756696701 7.2699500317685297 6.2746214200742525 11.237638024380429 7.8917279848828912 101.52668203157373 22.087123188655823 128.11944427294657
leaf_count=1 10 57 7 103 32 20 12 14 12 1 51 12 32 72 10 48 8 37 25 93 37 300 46 34 25 52 50 543 125 1031
internal_value=0.000309769 -0.00793589 -0.0113685 -5.58118e-05 0.000380453 0.00477422 0.00138387 0.00833427 0.000569057 -0.0110279 0.00386756 0.000216525 -0.0034616 0.00050189 -0.0202887 -8.75068e-05 -0.00329954 -0.0148789 -0.000265752 -0.00419614 0.000357567 -0.000401059 -0.0114407 0.0013203 0.000686567 -0.000499735 -0.00928477 0.00060391 0.000264404 0.00123256
internal_weight=387.255 3.29146 2.975 1.83851 383.963 13.8102 11.2995 9.72391 5.73156 2.45871 1.41012 370.153 26.6505 343.503 4.45126 22.1992 13.6967 2.84352 10.8532 6.89877 339.79 190.04 10.8042 149.75 142.48 126.931 14.1663 112.764 179.236 150.207
internal_count=2900 168 167 110 2732 120 110 90 78 64 52 2612 285 2327 42 243 195 45 150 125 2315 1539 83 776 742 670 75 595 1456 1156
is_linear=0
shrinkage=0.021286


Tree=278
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 2 0 0 1 2 2 1 2 2 1 1 2 1 0 0 1 0 2 2 0 2 2 2 2
split_gain=2.27155 3.63489 3.03298 3.24226 3.65176 2.17512 3.00747 2.0994 2.35265 9.63852 2.97149 1.98972 1.98368 1.92693 5.08745 3.43438 1.90176 5.4896 2.07803 2.20047 1.91924 2.31618 1.63523 2.03496 1.69101 1.68188 1.88786 1.60884 3.37967 2.06556
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 0.35877668335000007 41.322103772800006 0.48759019190000008 42.541806567400009 0.49811382890000006 0.50579323975000012 0.37668033890000002 39.685256516350002 37.186372654950006 0.36730936200000003 42.178283198950005 42.686561923500008 0.34479506600000004 0.35585760905000008 40.79983011445001 0.34515433670000012 0.47851860725000006 0.47886290830000006 0.34548366815000003 0.41932876265000008 41.24714903835001 40.496232821400007 0.46928235680000008 35.97706729810001 43.968221017800005 39.749124837650008 36.625813070500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 -4 6 -6 -5 12 10 -10 -3 -9 16 15 -15 18 -18 19 22 -20 -22 23 -1 25 26 -24 28 29 -11
right_child=1 11 3 7 5 -7 -8 8 9 27 -12 -13 -14 14 -16 -17 17 -19 20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034781132350829302 -0.0036188858449840611 -0.0011657546843360051 0.0023307802632296301 -0.0015493020796912261 -0.0015890593581293481 0.001356857292848833 0.0012458523752433693 0.00033221601866441846 -0.00047722102426127865 0.0015656441721953933 -0.0040761998126402311 5.3454721181688119e-05 0.0021862216899576343 0.00039855883267100677 3.5931992515152603e-05 -0.0035008226215513158 -0.0049661967295331873 0.0020562972389509141 0.00025100551385575623 -0.0014130847692857182 0.0032331187055356847 0.00081797694688678707 0.0016161293482745323 0.0013082494594501399 -0.00037075629485089492 0.0020659842427921374 -0.0010120132324173137 -0.00078291851480154022 0.002371632444952641 -0.00041767625998295434
leaf_weight=2.2479373132809992 2.8582216016948214 14.406455318443475 20.386112108826637 5.7098366096615782 7.8227907046675664 18.726573809981346 6.9707776308059692 11.313633129000666 3.5681224390864354 8.0002742856740969 6.1627511195838451 155.51691642543301 11.425106376409529 3.1438903724774701 46.163474428467453 7.6110433675348759 2.3316749203950158 2.0698621943593025 14.11659647896886 8.4590857625007612 6.7709065526723888 9.2617185637354833 5.2680040933191794 1.4325717706233261 11.507886681705711 9.8777581676840764 5.5063409134745598 5.9332346543669692 11.518827639520167 14.633777365088461
leaf_count=70 56 286 70 31 34 63 22 41 16 27 59 1185 41 25 318 66 32 11 71 37 16 31 21 25 56 29 29 39 33 60
internal_value=0.000171639 -0.000108952 0.000352578 0.000691008 0.00128331 0.000646267 -0.00025324 0.000283053 0.000427252 4.54303e-05 -0.00275652 -4.99124e-05 0.00126376 2.31132e-05 -0.000416968 -0.00236095 0.000340787 -0.00166381 0.000459302 2.67301e-05 0.0010949 0.00183794 0.000366556 -0.00161511 0.000593345 0.00113057 0.00027299 0.000725603 0.000987672 0.000283352
internal_weight=440.722 172.782 267.941 132.172 53.9063 33.5201 14.7936 78.2656 72.5557 49.817 9.73087 169.923 22.7387 135.769 56.9184 10.7549 78.8503 4.40154 74.4488 44.2996 30.1492 16.0326 35.8405 3.68051 32.16 20.6521 10.7743 40.0861 34.1529 22.6341
internal_count=2900 1527 1373 536 189 119 56 347 316 234 75 1471 82 837 409 91 428 43 385 267 118 47 230 95 135 79 50 159 120 87
is_linear=0
shrinkage=0.00313851


Tree=279
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 0 0 2 2 0 1 2 0 0 0 2 2 2 2 0 0 1 2 1 2 2 0 1 2 1
split_gain=0.513646 2.22831 0.510671 0.821013 1.27787 1.2935 1.72836 0.512665 1.4896 1.35698 2.46576 1.95143 2.39534 1.88341 2.26393 1.35085 1.02091 1.26194 2.73637 0.973167 0.849979 0.789945 3.24584 1.96621 1.90566 1.80015 2.02217 1.17189 1.84747 1.10672
threshold=0.30949672165000003 0.37331217625000007 0.31063441215000004 32.785955158400007 32.483642351600004 0.51700547890000015 0.52428071015000011 48.988717865950008 48.852845034800005 0.55671985870000007 0.31100865245000009 50.264779514000004 0.47648274005000008 0.61802041855000012 0.66697104880000013 50.264779514000004 48.461603274950008 47.833738492450003 46.177190236600005 0.58859016195000013 0.48759019190000008 0.46613873835000008 44.710446918150005 0.47536001915000009 42.526729949000007 41.792045663550006 0.62143349005000015 0.48250052395000009 37.272044000450002 0.46208197360000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7 8 16 10 -9 -12 -13 15 -15 -11 17 18 21 20 -20 29 23 -23 25 26 -25 -28 -29 -5
right_child=2 -3 3 7 -6 6 -8 9 -10 13 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.019736020775115225 0.01068273153085033 -0.026329108338662342 -0.027638949338219122 0.00071996592270248997 -0.051378907624246184 0.026668361722291485 -0.025399349337772208 0.0088766716893982217 0.012262919227707295 0.018845158887665591 -0.035963441734286603 0.033813920331566563 -0.026565457024689071 -0.034151997506034031 0.010615229207164878 -0.0011516646218660844 -0.012981238878029199 0.010689080512480626 -0.0073943367081177594 -0.0037153970295240491 -0.028668045475634341 -0.028878468563942734 0.017267816685778495 -0.026822189353987523 -0.028761747667997748 0.019729270469447197 0.034159379066510773 0.018581817112026722 -0.030359204110224764 0.01180599658219194
leaf_weight=0.894631815142929 2.6619068458676329 1.6559970052912829 0.93583009293070052 320.62799827265553 0.39696153003023926 0.95895513892173745 0.55772263393737376 1.9857215955853487 5.9813451990485182 3.2756882002577168 2.4914495702832942 0.61167740821838357 0.89546315581537783 1.5240432862192395 1.0590315260924397 4.3499441775493324 3.1130952164530745 6.6569603541865936 1.6609728466719378 3.2217061978299171 2.773484880104661 2.5997761823236925 2.8242290127091101 1.7831136881723066 1.5121669613290576 1.8972666236804796 0.61947995424270663 0.9430035942350512 0.77913072169758379 5.0595236737281075
leaf_count=11 12 104 53 1824 11 4 99 7 22 19 27 1 51 22 40 69 19 33 17 37 44 48 13 86 59 35 1 34 76 22
internal_value=0.000347421 -0.0101718 0.000417337 0.000345634 -0.0122313 -0.00589494 0.00752168 0.000440381 0.000623495 -0.00365378 -0.0125461 -0.0231847 -0.00206031 0.00155886 -0.0157979 0.00743823 0.000427974 0.000546243 0.000351268 -0.0135528 -0.0206998 0.000665612 -0.00502904 -0.011243 -0.00515756 0.000769621 -0.00795132 0.00641864 -0.00356016 0.000892186
internal_weight=386.308 2.55063 383.758 381.096 2.84947 2.45251 1.51668 378.246 362.053 16.193 5.98431 3.99859 1.50714 10.2087 2.58307 7.62563 356.072 352.959 346.302 7.65616 4.43446 338.646 12.9582 10.1339 7.53416 6.02199 4.12473 2.34161 1.72213 325.688
internal_count=2900 115 2785 2773 167 156 103 2606 2370 236 86 79 52 150 62 88 2348 2329 2296 98 61 2198 352 339 291 232 197 111 110 1846
is_linear=0
shrinkage=0.0235187


Tree=280
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 1 1 1 0 2 2 0 2 2 1 1 2 1 0 1 1 1 1 1 2 2 1 0 2
split_gain=1.9604 3.75466 2.83673 2.93854 3.58976 2.1139 1.93524 1.86974 2.90123 1.59363 1.59268 2.43123 2.4897 1.85525 1.50092 3.81584 2.49435 3.51564 3.5692 2.42808 1.96442 3.89001 3.24002 1.96403 1.90331 2.56875 1.87005 1.48084 2.73608 1.48052
threshold=0.39167988980000007 0.39388042275000007 0.47886290830000006 0.47814436690000012 40.532725462000009 0.47727612945000003 0.34518427590000006 0.34506451900000007 0.34482500525000009 0.52366695610000014 40.421032462050007 41.289992964000007 0.46594413340000007 42.718072821900002 41.24714903835001 0.35585760905000008 0.34569324270000007 42.852084787850011 0.34536391125000004 0.48041974790000003 0.35675578575000005 0.36927038110000004 0.37138109635000011 0.36254902550000007 0.37982395740000008 45.33565396960001 43.968221017800005 0.33672644530000007 0.4447920721000001 42.072181850200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 27 -3 -8 -12 -13 -14 15 -4 17 18 -16 -18 -21 -22 -23 -17 25 -24 -26 28 -1 -7
right_child=1 9 14 4 -6 29 10 -9 -10 -11 11 12 13 -15 16 23 19 -19 -20 20 21 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=7.1932554507286823e-05 -0.0040683036683604526 -0.0022248012106895788 0.0020020941166496802 -0.00015807972494022771 -0.0049118441357805537 0.0019270694445416177 -0.0044291144684650658 0.002738099568800223 -0.0033549692851516191 2.7882132360588244e-05 0.0022140164359766698 0.00068200219737304198 -0.0009563379572689164 -0.0045514436837257085 -0.00062043376242051256 -0.0015097505038301092 0.0029976047949363967 0.00099198437314627127 -0.0046326641262232635 0.0010848421273120796 -0.0030599184201006747 0.0031143921935399992 -0.0049616074616896117 0.00067021592434599508 0.0021126642981733157 0.00047595680701794892 -0.0011186287471137992 0.00091134407964868806 -0.0033050909500001511 -0.00010910849233348697
leaf_weight=22.960613627918068 2.9010011535137883 3.9907419956289223 30.10328871011734 4.7742844820022565 3.3516338095068932 11.504782631993296 1.7769820822868485 3.1951307191047809 3.0709636071696869 159.02199481346179 2.5490071661770335 3.8415004094131273 3.407115675508976 3.7247399520128965 8.6791011020541209 5.690339818596839 5.2013217583298674 8.9296191893517953 4.0223443806171408 28.590620696544647 4.9570961352437761 4.3327638655900982 2.2122239470481864 51.415132723748684 4.5520964041352254 2.0987525098025799 4.3342610523104668 19.646491863997653 3.416722882539033 7.1953014358878127
leaf_count=253 56 75 103 18 32 35 40 13 26 1396 11 35 22 48 37 27 14 32 27 97 41 17 22 203 15 18 29 85 42 31
internal_value=0.000200997 -9.79237e-05 0.00039209 -9.46979e-05 -0.00211883 9.59156e-05 -0.00019395 0.000128311 -4.15368e-05 -2.72662e-05 -0.00129537 -0.000883562 -0.0016031 -0.00283395 0.000670436 0.00098772 0.000315284 -0.000700887 -0.00189104 0.000705853 0.000472481 -0.000306087 0.000472632 0.000452991 -0.000394674 -0.00231439 0.000536623 0.000179554 -0.000365502 0.0011436
internal_weight=425.448 165.914 259.534 94.4153 8.12592 86.2894 67.5893 52.2899 49.0948 163.013 15.2993 13.5224 10.9734 7.13186 165.119 87.2088 77.9102 21.6311 12.7014 56.2791 51.0778 22.4872 17.5301 57.1055 13.1973 4.31098 8.88636 46.0238 26.3773 18.7001
internal_count=2900 1527 1373 691 50 641 575 419 406 1471 156 116 105 70 682 333 349 96 64 253 239 142 101 230 84 40 44 380 295 66
is_linear=0
shrinkage=0.00352088


Tree=281
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 0 2 1 2 2 0 0 1 1 2 2 0 2 1 2 2 0 2 0 2 2 1 1 1
split_gain=2.62016 3.90517 3.18585 3.07577 3.57579 2.20848 3.75118 2.91484 2.65571 4.95248 3.1604 3.59687 2.07957 2.04765 3.13048 2.01496 3.01821 1.9274 1.93581 1.87382 1.70655 2.36003 1.69841 1.9377 1.68535 1.39818 2.35643 2.91647 2.28422 2.36648
threshold=0.39167988980000007 0.39388042275000007 0.47886290830000006 0.47814436690000012 40.532725462000009 0.53484925600000011 0.54475913895000005 36.735256530150004 0.39584144190000009 43.968221017800005 44.215931556700006 0.53136133645000017 0.47727612945000003 0.41917906650000009 0.40367054880000008 43.245737185650007 40.380906245900007 0.52898116820000018 40.337496327150006 0.34524415440000006 44.269496632500008 47.833738492450003 0.42314601355000009 37.572218886150004 0.51017933595000009 43.162556114600001 41.24714903835001 0.35585760905000008 0.34569324270000007 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=2 -2 3 12 -5 8 15 -8 -3 17 -11 -12 19 14 -9 16 -7 18 -10 22 25 24 -1 -24 -22 26 27 -4 29 -28
right_child=1 5 20 4 -6 6 7 13 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00087575825859039749 -0.0041754295576295194 0.0010500320240893948 0.0020067944442250154 -0.00019898475841337464 -0.0050823778554052656 0.00034126694817923875 -0.0028964207011200551 0.00036948789474381533 -0.00030089695076169061 0.0033585474407912957 -0.0041313284940397745 0.001238949073831328 0.0011847632123176881 5.0513352368680975e-05 -0.0046490729126205388 -0.00095036960021211759 0.0026206955499040309 -0.004812751449851025 -0.0044743643734601411 -0.0013734233758809305 -0.00033877097972804317 0.00094661238941365442 0.0023736582424458185 0.00017494959307150565 -0.0043703145885800833 0.0018389531044251128 -7.8447478454239609e-05 0.00061619218471665614 0.00061157558359352154 -0.0030995283137167143
leaf_weight=15.843865910079328 3.0509614674374452 6.371541332453492 29.538761179894209 4.7265894189476949 3.3339548446238041 14.914270425215365 5.0083493369165799 3.372007129713892 3.9130744505673665 3.0227243378758413 2.8788342014886439 3.7367992550134659 18.558346450328827 99.633676402969286 3.1200390439480543 5.1196240670979014 15.388193815946577 5.2842744924128056 2.3012138064950705 13.679358390625564 2.7302321270108205 6.056893490254879 6.2216802090406409 32.654121536761522 2.6780771166086197 16.409358821809292 10.501858837902544 58.819566018879414 35.413215722888708 4.9854139536619178
leaf_count=236 56 30 103 18 32 61 210 28 38 11 76 14 66 809 39 26 43 53 33 147 15 27 25 167 39 53 43 230 142 30
internal_value=0.000213669 -0.000125608 0.000442893 -8.50331e-05 -0.00221883 -5.46238e-05 0.000121586 -0.000204553 -0.000993411 -0.00160939 0.000299663 -0.00109796 0.000112759 -7.75169e-05 -0.0020424 0.00114482 0.00149881 -0.0032096 -0.00184637 -0.000178102 0.000743027 -0.000601423 0.000120717 0.000526831 -0.0023351 0.000842048 0.000724579 0.00108108 0.000105728 -0.00105095
internal_weight=439.267 177.116 262.151 95.0179 8.06054 174.065 146.556 111.134 27.5085 21.1369 9.63836 6.61563 86.9574 106.126 6.49205 35.4221 30.3025 11.4986 6.21429 68.399 167.133 11.4652 54.7197 38.8758 5.40831 155.668 139.259 88.3583 50.9005 15.4873
internal_count=2900 1527 1373 691 50 1471 1216 1086 255 225 101 90 641 876 67 130 104 124 71 575 682 81 428 192 54 601 548 333 215 73
is_linear=0
shrinkage=0.00361083


Tree=282
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 1 0 0 2 1 1 2 0 0 1 2 2 2 0 1 1 1 0 1 1 1 1 0 0 0
split_gain=0.519396 0.764682 0.791239 1.25398 0.510986 0.540246 0.472191 2.48382 2.39656 1.31752 2.0824 2.46185 2.06265 1.16391 4.42463 1.32311 2.16037 1.16742 2.61522 2.9296 2.82448 3.66739 2.39408 2.7651 1.97839 2.25928 2.82995 2.10162 2.26309 2.14193
threshold=0.50064369330000014 48.315732392000008 0.63075955810000017 45.027406014450008 0.66697104880000013 0.52917577315000008 0.47886290830000006 0.47814436690000012 40.259171735100004 0.35585760905000008 0.34988473400000003 39.646013290900008 0.49320379630000005 0.50579323975000012 0.37668033890000002 39.685256516350002 43.124157941850008 38.703421923500009 0.52511900840000014 0.39971857130000005 0.40367054880000008 0.41367024935000007 0.5339660489000001 0.41917906650000009 0.42067602765000006 0.42829556000000008 0.43033142720000012 0.55335169605000012 0.55892039160000018 0.56276758185000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 7 -1 -9 10 11 -8 -11 -14 15 -15 -17 -16 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 4 -4 -5 5 -7 9 8 -10 12 -12 -13 13 14 17 16 -18 18 19 20 21 22 23 24 25 26 27 28 29 -31
leaf_value=0.00020549630514426139 -0.026180758093721616 -0.011096905032250377 -0.032213771280379583 0.030959880697726296 0.025049415249270214 -0.0011648896496970873 0.018989707942439558 -0.0004260856995878528 -0.029518401833289406 -0.015480433381204143 0.016992414809705439 0.0011366467282051503 0.0056242563928085142 -0.0038895246889424336 -0.0033172713010228214 -0.037817592225116686 -0.0084432245776934044 0.0097687474834832807 -0.0091383773578603729 0.017556038156205312 -0.024119352380750726 0.021576277365825229 -0.017034923568075608 0.013784708081852805 -0.01057542355165552 0.024473690690358142 -0.014791301209579949 0.015869202959699277 -0.015326823929957089 0.0023383961573460767
leaf_weight=77.204870255605783 0.58362279861466893 1.5806096075102689 1.2413573727244509 0.42809700965881348 0.7638366557657722 1.4947223570197818 5.3962433859705916 3.5653928071260443 3.7208607085049152 5.3745490685105315 7.100389387458562 62.364947024732828 24.524752323050052 3.3337115924805385 37.806941175658721 3.3184594549238682 3.1269360650330782 21.855430604889989 18.208209139294922 6.9056031685322514 3.6623928258195511 3.7578779458999625 5.1976676844060412 8.2905969358980638 9.8752786088734847 3.5427474752068511 4.8858913555741301 7.1646751035004845 4.8795056641101828 46.210587978363037
leaf_count=646 88 28 194 1 4 45 19 14 36 41 33 254 128 16 388 34 31 125 161 26 45 25 35 29 57 9 27 27 26 308
internal_value=0.000424959 -0.00692061 -0.0186477 -0.00200239 -3.83937e-05 0.0077007 0.000542331 -0.00113015 -0.0152826 0.00101847 0.00392742 0.0025584 3.71848e-05 0.000422321 -0.00024206 -0.0168588 -0.0235668 0.000649588 0.00168793 0.000247174 0.00188452 0.000774181 0.00174609 0.000918529 0.00201832 0.000744124 0.00242046 0.00118308 0.00252287 0.000651229
internal_weight=387.367 6.09225 2.25308 1.01172 3.83917 2.25856 381.275 84.4911 7.28625 296.783 74.8616 67.7612 221.922 216.547 192.023 9.77911 6.4454 182.243 144.436 122.581 104.373 97.4672 93.8048 90.047 84.8493 76.5587 66.6834 63.1407 58.2548 51.0901
internal_count=2900 360 283 89 77 49 2540 696 50 1844 306 273 1538 1497 1369 81 65 1288 900 775 614 588 543 518 483 454 397 388 361 334
is_linear=0
shrinkage=0.0253575


Tree=283
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 2 0 2 0 2 2 0 0 1 2 2 2 0 2 2 0 0 2 0 1 1 0 2 1 0
split_gain=2.5887 6.20255 8.15063 5.493 5.38374 5.25755 5.2661 3.17721 2.40568 2.33701 5.46945 3.21381 2.80446 2.43148 4.93223 2.17824 3.78831 2.21558 3.15951 2.0473 3.82283 4.57235 2.04169 2.17615 2.48947 3.30801 2.95385 2.03171 2.02212 3.00843
threshold=0.37138109635000011 0.36927038110000004 0.36597706655000006 0.48543456785000005 0.51243974730000008 47.001379125850008 0.5025747732000001 37.962710038050005 0.52324780695000006 42.178283198950005 42.541806567400009 0.47760546090000006 0.48218616210000004 0.35585760905000008 40.79983011445001 43.45354240915001 43.061965423550006 0.47715637260000004 42.718072821900002 38.238138001450004 0.52877159370000015 0.52937037810000021 37.962710038050005 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017 41.495754733000005 0.48627286610000009 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 -2 -6 13 11 -11 15 -1 -15 16 17 18 -12 20 -10 -22 23 -23 -25 -26 -27 -5 -21 -30
right_child=4 -3 -4 27 8 -7 -8 -9 19 10 12 -13 -14 14 -16 -17 -18 -19 -20 28 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00044389438692346692 0.0016063705330961438 0.0022841075290601608 -0.0035596551552034782 0.0015475594392603111 0.00073744900864700156 0.0017965743367969213 -0.0040334579807543959 -0.0022388397455264655 -0.0033718873799460452 -0.00090395198724128813 0.0030868249349621825 -0.0040938241616440673 0.00179629839108863 -0.0039290927206491163 0.001332462528078467 0.00020994919401364642 -0.0028994679391121385 -0.0012169549456314546 -0.00073208531883006266 0.00015678323609573903 0.0031591096692637961 -0.0034308745221924234 -0.0033854496298148001 0.0014349319163259949 -0.0032432885300202659 0.0017797934161386507 -0.0012310502930849244 0.00050008406347397069 -0.0029354209198949534 -0.00020277155920343158
leaf_weight=86.792676453944296 2.463651064783333 10.28653649240732 3.5627783443778744 26.488638646900654 29.607992109842598 2.4645003024488679 5.7020301464945078 3.2062122700735927 3.1010517422109869 5.0870555555447918 2.5414741449058074 3.4273070655763149 5.1460043042898169 2.4503205055370918 2.1851349249482155 31.689228614792228 4.57899301405996 6.2944612018764019 3.1396645838394761 139.7210410926491 2.1673434898257282 1.4846513606607974 1.724398232763632 4.3528604358434704 2.7841674964874974 3.451378330588339 5.4459150352049619 21.955941155552864 3.4026464121416202 11.240218876162542
leaf_count=433 9 34 33 92 126 10 59 43 41 42 9 30 14 34 12 190 60 38 38 783 5 17 26 15 48 18 228 82 106 225
internal_value=0.000155884 0.000354661 0.000258005 0.000325413 -3.69075e-05 -0.00157497 -0.00230565 -0.000568031 6.51687e-05 8.92725e-05 -0.000292751 -0.00218798 9.49154e-06 0.000347933 -0.00144882 -0.000181101 -0.00092966 -0.000176483 0.000976315 -4.6109e-05 -0.000729702 -0.000347018 -0.000741906 -0.000481701 -0.000208631 -0.000821071 -6.3104e-05 0.00107283 6.24402e-05 -0.000837773
internal_weight=437.946 215.626 205.34 201.777 222.32 13.8364 11.3719 5.66986 208.484 153.332 61.9042 8.51436 53.3898 91.4281 4.63546 48.2438 16.5546 11.9756 5.68114 178.876 24.5118 21.4107 19.2434 17.519 16.0343 11.6815 8.89729 48.4446 154.364 14.6429
internal_count=2900 1141 1107 1074 1759 121 111 52 1638 900 421 72 349 479 46 335 145 85 47 1512 398 357 352 326 309 294 246 174 1114 331
is_linear=0
shrinkage=0.00254622


Tree=284
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 1 0 2 2 2 2 0 2 2 0 0 0 2 2 2 2 0 0 1 0 2 2 0
split_gain=0.502357 1.98411 0.514505 1.51328 1.00892 0.500431 0.819631 0.770231 2.2557 1.09544 2.74201 0.99167 1.46914 2.05382 0.965365 0.792364 2.70516 1.40704 1.28625 1.19498 0.595565 1.22986 1.44228 1.42285 1.86436 1.44765 1.34937 1.17396 2.48203 2.38023
threshold=0.30949672165000003 0.37331217625000007 0.62406814170000013 0.47777012665000013 0.68186581240000022 0.61532588845000014 0.49091344570000006 0.47777012665000013 0.5810754169000002 42.541806567400009 42.508878681700004 49.275256100300005 49.49736495185001 0.55820185025000013 48.680511450650009 45.673096293200011 0.54191491270000014 0.50579323975000012 0.47715637260000004 46.377258487500008 45.027406014450008 44.527357125550004 44.758188263300006 0.57600071855000012 0.58859016195000013 0.45772581660000006 0.58388970390000006 43.19689381845 42.773538294100007 0.47997065955000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 7 -7 11 -9 10 -10 14 -13 -14 15 20 17 18 -17 -19 21 23 -23 27 25 -25 -27 28 -2 -30
right_child=2 -3 3 4 -6 6 -8 8 9 -11 -12 12 13 -15 -16 16 -18 19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.017107306660376582 0.0011695234615001463 -0.025554171473545856 -0.033897139569986356 0.00088234422796820233 -0.024805171996334578 -0.0026322695914603534 0.016901294518081599 0.0079901487016387565 -0.026563339634514401 -0.028523709607561912 0.033926110360681189 -0.031380191417127619 0.0057837755004344011 -0.025924090117193058 0.0075375253036555033 -0.015696799838746507 0.0089767044342399047 -0.0067221850779523827 0.007458807625428175 -0.031975265507629164 0.0086835819966255764 -0.023800475628927682 0.0018294436264782684 -0.014298660581465691 -0.027599032108752537 -0.006773332216298761 0.02259829194594206 0.0050663371849791273 -0.023796918048292561 -0.0032537447124235605
leaf_weight=0.91267736256122534 260.31078532180982 1.5784863368608055 0.8663985044695427 7.4402837741654348 0.91034043038962398 2.068346790270879 2.5374541699420661 3.0310238605597979 1.0782609321177004 2.3394509539939463 0.62968128919601429 1.1907841693609942 3.8660974793601781 1.5056935064494608 10.936870396137236 2.5135735906660539 4.9661213979125014 1.6402062792330978 2.577417554333806 2.5230556279420853 5.0264575295150271 2.3419227716512969 2.3170488029718399 2.8522897353395802 2.0537350082304329 1.6412823133869099 1.678044225904159 35.35604843404144 3.8595236821565804 13.308756084181367
leaf_count=11 1444 104 23 175 129 20 25 22 83 58 1 16 65 37 44 27 27 20 14 36 34 28 18 36 49 36 9 184 52 73
internal_value=0.000384833 -0.00992446 0.000451824 -0.00492401 -0.00191797 0.000584255 0.00812927 0.000490218 -0.00703421 -0.0182857 -0.00426219 0.000637159 -0.00823459 -0.00310382 0.000800747 0.000587163 -0.00473633 -0.0120952 -0.0039738 -0.0220263 0.000816046 0.000694635 -0.0110539 0.000865121 -0.00859064 -0.0022652 0.00807513 0.00111374 0.000610106 -0.00787196
internal_weight=385.858 2.49116 383.367 9.21702 8.35062 374.15 4.6058 369.544 7.07842 4.04739 1.70794 362.466 6.56258 5.37179 355.903 344.966 14.2204 9.25425 5.09099 4.16326 330.746 325.719 4.65897 321.06 8.22535 6.17162 3.31933 312.835 277.479 17.1683
internal_count=2900 115 2785 327 304 2458 45 2413 164 142 84 2249 118 102 2131 2087 124 97 41 56 1963 1929 46 1883 130 81 45 1753 1569 125
is_linear=0
shrinkage=0.0230319


Tree=285
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 0 1 1 2 1 0 2 0 1 2 0 1 1 0 1 2 2 2 1 2 0 0 1 1 2
split_gain=1.85636 3.98549 2.05309 2.23499 2.51035 2.34673 3.8743 2.93057 2.27969 3.67099 2.08935 5.87839 1.86705 1.52183 1.80564 2.50252 1.51578 1.49271 1.37233 2.65259 1.97144 1.53064 4.14567 1.70936 1.48915 1.2848 1.31725 4.0875 3.60456 3.90668
threshold=0.39167988980000007 0.39388042275000007 41.919251152600005 0.34632196640000007 42.686561923500008 0.48077901860000011 0.34479506600000004 0.34427112960000006 42.773538294100007 0.34587287805000005 0.47961138885000004 43.57842012870001 0.52366695610000014 0.34193587020000005 48.315732392000008 0.37395586960000005 0.39971857130000005 0.50663153795000015 0.51589772760000019 0.38733870245000007 43.968221017800005 43.124157941850008 42.564639561200003 0.36195024100000012 47.001379125850008 0.52366695610000014 0.48607826115000008 0.36000419150000007 0.35585760905000008 40.660558922250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 25 4 5 6 7 -4 -6 10 11 -10 16 14 15 -13 -3 -14 21 20 -20 22 -5 -23 -25 26 28 -28 -1 -30
right_child=1 12 3 18 8 -7 -8 -9 9 -11 -12 13 17 -15 -16 -17 -18 -19 19 -21 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00054343918262366678 -0.0037761237731103628 0.000360226613652145 -0.002427273243853612 0.0015223255257750833 0.0023331279246543387 0.00014792945160169971 -0.0036368472451748595 0.0028323265016889352 -0.0034412654111969274 -0.0036068412076361994 0.0012874291776241813 0.0020185236643989585 9.4231002524260274e-05 0.001570651816171542 0.00046152425988265017 -0.0038445629786464167 -0.0036586164665721697 -0.0016438380522681697 -0.00024247555519430871 0.0013744602016843633 -0.0042664252931479988 0.0023569008882843687 -0.002075950890568098 -0.00092991560861690038 0.0019723154229239503 -0.0009681101443687278 0.0026409131409596857 0.00058480817270639262 -0.0053410542085319214 0.0008453736441664363
leaf_weight=79.865587881300598 3.0315992664545766 1.5865329224616278 2.2646001521497983 8.5554974712431413 4.1548501988872877 6.8611647188663474 7.6394237354397774 2.2101980000734329 5.3674501562491086 3.0752526298165312 10.846242375671862 1.0736021474003821 159.59824543748982 7.2763142064213744 9.8825301956385356 2.7060516057536006 2.6395018063485622 5.3936134085524818 2.8342675492167455 4.3435259014368057 2.352577107027173 10.744809649884703 5.5893569639883927 4.2595550492405883 3.3229842036962509 5.3598197661340228 12.871824052184818 49.34223559871316 2.3447890235111108 1.9946023635566232
leaf_count=398 56 12 40 36 18 25 66 6 84 20 36 13 1077 27 42 58 63 319 14 16 37 35 35 34 13 29 51 194 35 11
internal_value=0.000177674 -8.33688e-05 0.000352539 4.05015e-06 -0.000381285 -0.00137047 -0.00223045 0.000170555 4.16357e-05 -0.000195039 8.73714e-05 -0.000407426 -1.72118e-05 0.000370279 -0.000269025 -0.00217917 -0.00214987 3.74132e-05 0.0005853 -0.000498861 -0.0020676 0.000903493 0.000100462 0.00152326 0.000341963 0.000594449 0.000651648 0.00101021 0.00038673 -0.00249746
internal_weight=429.389 172.249 257.139 105.36 63.3577 18.9754 12.1142 4.4748 44.3823 40.2274 37.1522 26.3059 169.218 20.9385 13.6622 3.77965 4.22603 164.992 42.0026 9.53037 5.18684 32.4722 14.1449 18.3273 7.58254 151.779 146.419 62.2141 84.205 4.33939
internal_count=2900 1527 1373 655 435 137 112 46 298 280 260 224 1471 140 113 71 75 1396 220 67 51 153 71 82 47 718 689 245 444 46
is_linear=0
shrinkage=0.00324939


Tree=286
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 1 2 0 0 0 0 1 0 1 0 0 2 0 2 2 1 1 0 1 0 1 2 2 2
split_gain=0.53189 1.13752 0.456209 1.75773 0.432802 1.45719 0.897785 0.771912 1.18236 1.11659 0.702169 0.58621 0.540334 3.2533 1.82346 1.42601 1.77263 1.37166 2.76721 1.42127 1.31053 1.04767 1.27634 4.35851 1.28615 1.50477 3.79457 2.84191 4.98387 2.25707
threshold=51.779769178100004 0.49901200560000009 0.30949672165000003 0.37331217625000007 50.065525775750011 49.275256100300005 0.31063441215000004 32.785955158400007 0.51700547890000015 0.52428071015000011 0.3972336157500001 0.57995269605000022 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.58859016195000013 0.59665878265000016 44.710446918150005 0.63075955810000017 42.526729949000007 42.508878681700004 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44705248345000009 0.55041765215000005 0.42194844465000009 39.995120105550008 41.24714903835001 43.411469133450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4 8 -8 -10 -7 -6 21 -14 -15 -16 -17 19 -19 20 -18 22 24 -24 25 -9 -27 -28 -29 -30
right_child=1 -3 4 -5 11 10 7 12 9 -11 -12 -13 13 14 15 16 17 18 -20 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=0.017343799495589837 -0.029792214401776103 0.0039858341154786099 0.016745324515290344 -0.028626051381939924 0.015044682835866784 4.136564607108649e-05 -0.034188519749585228 0.0011379982664273549 0.01665138050377488 -0.027874298299408181 -0.022723692643355123 -0.0012192908812465456 -0.031739310387095848 -0.036626267999600982 0.038305415507563716 -0.030422124921350477 -0.0050630323317363765 0.03078543302428716 -0.0025769051138756359 -0.031136197284352785 0.036779453975503244 0.0126317136912538 -0.032432446635647379 0.0063200333345262609 0.0082804351148353765 -0.03214677358653327 -0.017899898169043811 0.0191511606218467 -0.015497100540841843 0.0094772110122770467
leaf_weight=0.91849149577319567 1.2147089496720576 1.5215689102187751 2.3297022357583037 1.4581981799565253 3.2335978560149661 1.3908727765083302 1.0947831041994498 290.76834986614995 1.0628198087215421 0.5953072408447041 2.6996542005799711 2.8029434722848237 2.4349790366832194 0.83474251010920753 0.73346726037561794 1.112518478068522 3.3531714998534867 2.9132564142346382 3.9931241583544761 1.194511836976744 0.59750276803970326 5.0497832763940087 3.3219999093562347 4.8182599928695709 15.412768749520181 3.1377504300326136 5.7149767572991577 7.7440767325460937 8.000603184103964 3.5349901691079131
leaf_count=11 73 25 8 104 22 8 58 1605 5 104 47 44 46 18 3 27 199 8 52 54 1 22 46 34 65 48 79 22 47 15
internal_value=0.00042588 -0.0110092 0.000507734 -0.0108606 0.00057886 0.000467218 0.000638142 0.000536012 -0.0131953 0.000665598 -0.0149831 0.00749284 0.00063967 -0.00386814 0.000738453 0.00298273 0.00101464 0.00391667 0.011496 -0.0062571 0.00126525 0.000862364 0.000688814 -0.00949466 0.000936773 0.000581847 -0.00516637 -0.00177933 0.00299921 -0.00784392
internal_weight=384.993 2.73628 382.257 2.37669 379.881 373.844 369.753 367.424 2.75291 1.65813 4.09053 6.03654 364.671 17.1673 14.7323 13.8976 13.1641 12.0516 6.90638 5.14519 3.95067 347.504 342.454 8.14026 334.314 318.901 28.1324 24.9946 19.2797 11.5356
internal_count=2900 98 2802 115 2687 2621 2566 2558 167 109 55 66 2391 408 362 344 341 314 60 254 200 1983 1961 80 1881 1816 211 163 84 62
is_linear=0
shrinkage=0.0260289


Tree=287
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 1 2 2 2 1 2 1 0 2 2 1 0 0 1 2 0 2 0 2 2 2 1 2
split_gain=1.89803 4.17479 2.75595 2.37403 3.46805 2.13901 5.35043 4.34839 1.9472 2.96227 1.8634 3.68588 3.85093 2.89244 2.90577 1.8114 3.5072 3.32868 3.10384 2.27786 1.81597 1.78644 1.63023 1.61877 1.42942 2.03864 1.61067 1.40528 3.45719 3.35062
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 42.178283198950005 42.686561923500008 0.34479506600000004 43.124157941850008 42.801286935650005 41.532441862050007 0.34569324270000007 41.872669623500009 0.34554354660000003 0.47905751325000007 42.487106141350004 41.621607100200002 0.35877668335000007 0.48851830785000006 0.49320379630000005 0.3453339720000001 40.79983011445001 0.47943175355000006 37.186372654950006 0.56859076075000015 34.997818021800008 36.372781240150012 42.599563320500003 0.39685937550000011 41.840895355800008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 8 -5 10 7 -7 9 15 13 12 -12 22 21 16 17 19 -18 20 -4 -15 -1 24 25 -3 -27 29 -29 -25
right_child=1 23 3 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 27 -26 26 -28 28 -30 -31
leaf_value=0.00010956187589964997 -0.0039568744427107595 0.0009421636902221702 0.0026446895665656932 -0.003019215738292334 0.00093903458215183156 0.00079587648572428777 4.1756725262069691e-05 -0.0039140667003079461 0.002182450302270292 -0.0016895902523303978 0.0012788705285921179 0.0032006206841840574 -0.0032310262068129332 -0.0016536601992257298 -0.0039079274506246056 0.0024475690404191295 -0.0032105902004068237 0.00052599436669903497 0.00029277620705839416 0.0037954854893739285 0.00049770992819390286 0.0021110782915270969 0.0016083688656773633 8.8484906990295956e-06 -0.0036337186246776696 -0.0041772525287693003 -0.00061007264852705717 -0.0043585020706509124 -0.00016565380840028002 0.0015605037315692336
leaf_weight=38.098628449253738 3.1302522961050263 5.0296416245400888 7.9058143161237302 4.5927523802965862 5.6319926902651787 3.124965734779833 45.727872119285166 7.9132145158946514 11.473136894404886 5.5430518090724936 8.4282685685902852 7.3017141893506041 2.9113698210567227 3.5237161424010974 3.7662797123193741 7.4971889555454245 4.437696933746337 56.004573363810778 8.2883128598332387 6.1746197491884223 10.459385603666304 2.4366713427007198 10.601917862892149 76.76353564299643 2.2028383563738307 2.3270154967904091 3.8237549904733896 2.3417722769081584 55.855913933366537 20.061925372108817
leaf_count=227 56 38 25 54 24 25 318 66 37 28 38 23 34 43 21 22 22 221 37 24 42 9 33 529 180 37 31 29 513 114
internal_value=0.000187929 -8.84853e-05 0.000369012 0.000723647 -0.000838933 2.98146e-05 -0.000468173 -0.00258066 0.000859294 0.000716498 0.000396615 0.00132726 0.000120987 9.96895e-05 -0.00158342 0.000848852 0.000720346 0.000980924 -0.000928885 0.00201916 0.00142194 -0.000114594 0.000435846 -1.65817e-05 -0.00114464 -0.000654229 -0.00195964 8.08046e-05 -0.000334367 0.000330346
internal_weight=433.38 171.537 261.843 128.009 10.2247 133.835 56.7661 11.0382 117.784 106.311 77.0686 18.6414 11.3396 58.4272 9.72667 100.768 93.2704 80.5444 12.726 24.5398 18.3652 5.96039 48.7005 168.406 13.3833 11.1804 6.15077 155.023 58.1977 96.8255
internal_count=2900 1527 1373 536 78 837 409 91 458 421 428 95 72 333 73 393 371 312 59 91 67 52 260 1471 286 106 68 1185 542 643
is_linear=0
shrinkage=0.00338066


Tree=288
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 0 1 1 2 0 0 0 1 2 2 0 2 1 1 0 2 2 1 1 2 1 1 1 0
split_gain=1.68946 1.23212 3.24433 2.51785 2.60542 3.12649 2.2354 2.85953 3.74698 2.42273 2.54826 3.47848 2.07675 2.05493 1.98316 2.88283 3.24224 2.60244 2.80656 3.68524 2.15173 1.71525 2.69502 1.69614 2.08698 1.66869 2.60682 1.54071 1.37041 2.37277
threshold=0.50663153795000015 0.39167988980000007 0.53484925600000011 0.47886290830000006 0.47814436690000012 40.532725462000009 0.54475913895000005 0.41917906650000009 0.40367054880000008 38.386256906100009 0.55892039160000018 0.56369569775000017 0.47727612945000003 0.34524415440000006 43.968221017800005 44.215931556700006 0.53136133645000017 42.37975859965001 0.39584144190000009 0.39458399450000009 0.52898116820000018 43.245737185650007 40.380906245900007 0.4211999641000001 0.42829556000000008 33.151194885250007 0.49091344570000006 0.43672345135000007 0.35675578575000005 0.47706655490000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 12 -6 21 8 -8 10 -9 -12 13 -1 17 -16 -17 18 19 -3 -20 22 -4 -11 -25 27 -27 -13 29 -15
right_child=-2 2 6 -5 5 -7 7 9 -10 23 11 25 -14 28 15 16 -18 -19 20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00010720640345638136 -0.002041365868456279 -0.0024981186887940827 0.00023242920513591442 0.00067969305889854206 -0.00027071320911214346 -0.0052426749103978354 0.00050411510131673774 -0.0055037731480351466 -0.0051859584077172923 0.0025671602837985261 0.0031831936108251651 0.0049130741879815634 0.0012268821747374549 -0.0046790866865911527 0.0034787134503772828 -0.004349487137062273 0.0011934535092085511 -0.0049477203464859676 -0.0010249530933075849 0.0031706118425492316 -0.0049276270913528562 -0.00099948848614245895 0.0025544615587184227 -0.0019929451498659706 0.00036775651915066306 -0.0047477283273577205 0.0021996966882023654 -0.0045440052157342285 -0.0001963482589969024 -0.00036465355836229904
leaf_weight=52.813316176645458 4.9243859634734681 3.1320890113711419 14.616063334047796 162.16683135181665 4.7244050204753867 3.096194963902235 3.2644285736605516 2.0407784823328248 3.5978233497589827 4.678452853113412 2.4143080078065378 0.78584279119968392 18.322245262563229 4.0250427529681456 2.8118767030537111 2.7440361091867089 3.6187122985720634 3.4787187054753295 4.7525094933807832 3.6990097500383854 3.7283264063298702 5.1429140558466306 14.955709606409071 6.0120684048160902 70.266398190520704 3.7975314103532583 1.0114635280333457 0.37698259577155113 5.9875390101224184 3.5458462461829185
leaf_count=428 319 39 61 682 18 32 32 32 51 17 13 8 66 71 11 85 15 49 51 11 40 31 45 36 423 93 14 51 60 16
internal_value=0.00019791 0.000224442 -3.89706e-05 0.000390886 -0.000115358 -0.00223913 0.000211447 -8.49559e-05 -0.00247914 9.483e-05 -0.00164992 -0.000712084 8.07494e-05 -0.000235646 -0.00122958 0.000236013 -0.00119703 -0.00194516 -0.00126301 0.000571474 -0.00274064 0.0010503 0.00140678 0.000319547 0.000181692 -0.00228688 -0.00328649 0.00184713 -0.00157114 -0.00265841
internal_weight=420.532 415.607 160.926 254.681 92.5146 7.8206 132.961 98.2461 6.86225 91.3838 10.4269 8.38613 84.694 66.3717 27.9653 9.17463 6.36275 18.7907 15.3119 6.8311 8.48084 34.7147 29.5718 80.9569 76.2785 5.97182 4.80899 1.16283 13.5584 7.57089
internal_count=2900 2581 1208 1373 691 50 907 770 83 687 211 179 641 575 301 111 100 190 141 50 91 137 106 476 459 166 107 59 147 87
is_linear=0
shrinkage=0.00384563


Tree=289
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 2 1 2 1 0 0 2 2 2 2 0 1 1 0 0 2 1 2 0 0 2 2 2 2
split_gain=0.484219 2.05788 1.95268 2.54753 2.48222 1.82355 1.30631 3.04209 1.27878 1.01745 5.26836 3.19096 2.29107 2.34969 1.47706 1.41826 1.44626 0.851781 1.83236 2.93128 1.7294 1.70416 3.93255 1.48764 1.34961 1.29989 1.23574 1.0088 1.55562 0.942863
threshold=42.178283198950005 42.233786329550007 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.272044000450002 41.986601436450009 0.34988473400000003 37.186372654950006 0.35877668335000007 0.49128768600000011 0.49678153350000009 41.21013581150001 41.840895355800008 41.590548329450009 40.823855932350007 0.4992664890500001 0.34548366815000003 0.34515433670000012 0.47868327295000007 0.47814436690000012 40.496232821400007 0.32600820335000008 41.134354310300004 0.46928235680000008 0.47760546090000006 35.131296350900008 40.380906245900007 41.322103772800006 34.176526048000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -8 -6 10 17 -11 15 14 -14 16 -13 18 21 -20 -19 24 -23 -24 26 -25 29 -22 -29 -1
right_child=1 -3 3 4 5 -7 7 -9 -10 11 -12 12 13 -15 -16 -17 -18 20 19 -21 27 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0053241063242993698 -0.02259285881238696 -0.00028981353648680814 -0.027459874836597384 0.023819416673160509 -0.023863182536367038 -0.027036524635012542 -0.0041684208230329863 0.01961316758113299 0.027993516847400843 -0.020361348760813133 0.024393558804223892 0.013146974005587566 -0.0074510177420564951 0.0083416080117701494 -0.025362903241153114 0.009117231024580421 1.2586662517805659e-05 0.0099648692640207856 -0.0028770090944611518 0.016519935542313381 -0.013274740056032448 0.017039211964015789 -0.022768268389062974 0.0028187989780518547 0.0085639222243810084 -0.014071359949302652 -0.0077868180247342191 0.0073877410638911629 -0.008737220117466896 0.020055515660071636
leaf_weight=1.3029801060911288 2.1853206101804963 146.28902208339423 2.8419541318435213 1.520645967684686 0.37344963653595209 1.7188990078284403 5.0686508798971754 6.2530932612717152 0.73381905746646225 3.9826327282935372 5.5701070427894583 4.5688369050621978 7.0243513546884042 3.3503445200622073 3.6365146785974503 11.318859349936245 96.97236107441131 4.8083285416942116 6.5238613379769985 10.71406042948365 5.8006660416722324 3.2869686298072365 3.8553574169054619 4.559523329138754 14.57900435477495 4.9418378546833992 6.8161858911626041 5.469736982136963 7.2292008846998215 1.8343673869967458
leaf_count=47 22 1210 104 8 102 144 30 26 6 43 27 15 42 17 30 43 569 39 35 34 30 31 25 24 54 24 60 21 31 7
internal_value=0.000403192 -0.000618081 0.00104392 -0.0106641 0.000317088 -0.0123286 0.00141071 0.00896635 0.0105038 0.00101857 0.00292615 -0.000253963 0.000377231 -0.00832361 -0.0135609 0.00145741 0.000603567 0.00146294 0.00293417 0.00917897 -0.00222423 0.000319859 -0.00531484 -0.010816 0.00414262 -0.00596609 -0.00233328 -0.00539236 -0.00179181 0.00951504
internal_weight=385.131 148.474 236.657 7.18877 4.34681 2.82617 229.468 11.3217 1.10727 218.146 87.2922 130.854 126.871 14.0112 10.6609 112.86 101.541 81.7221 58.4141 17.2379 23.3079 41.1762 16.6437 13.3567 24.5325 9.50136 9.95353 18.4996 12.6989 3.13735
internal_count=2900 1232 1668 364 260 252 1304 56 108 1248 489 759 716 89 72 627 584 462 341 69 121 272 104 73 168 48 114 82 52 54
is_linear=0
shrinkage=0.0228135


Tree=290
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 2 0 0 0 2 2 1 1 1 1 2 1 2 1 1 2 2 0 0 0 0 1 1 0 0
split_gain=0.475563 1.30617 1.82749 2.8309 1.31788 1.82365 2.88577 1.15717 1.3903 2.23487 2.43879 1.19498 3.70763 1.96519 2.92488 1.85936 2.28463 3.32802 2.50288 1.41003 1.69908 1.45186 1.30935 0.84503 2.03954 0.814557 0.702411 3.46789 2.62536 4.28855
threshold=0.47727612945000003 0.34518427590000006 0.34506451900000007 0.34482500525000009 40.421032462050007 42.718072821900002 0.46594413340000007 0.47778509625000004 0.47886290830000006 40.532725462000009 42.718072821900002 0.35585760905000008 0.35759408400000009 0.35877668335000007 0.36106703390000006 41.261521012900012 0.34569324270000007 42.852084787850011 0.34536391125000004 0.34587287805000005 43.19689381845 42.564639561200003 0.48041974790000003 0.47577916830000005 0.47305469895000007 0.47694679800000012 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 -3 25 -7 -2 9 -9 -11 15 -13 -14 -15 22 17 18 -17 -18 21 -21 -10 24 -1 -6 27 -16 29 -28
right_child=7 4 -4 -5 5 6 -8 8 11 10 -12 12 13 14 26 16 19 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0011346595783571821 0.0082817716058957245 -0.029791655462828109 0.019241972820768886 -0.024649008885673358 -0.0051036376492329446 0.0052427449475658293 -0.031251796651427528 0.0019113879345293166 0.00078627819570400569 -0.033141137042884752 -0.00083769366567529519 -0.031461468276116143 0.021585039637613282 -0.028105365053257406 -0.0026056837942075701 -0.0060892210375032034 0.013933150604272007 0.0061909277554458592 -0.030049109392437143 0.0033891600187181785 0.014349381588353867 -0.012026786209735482 0.012966454000235642 -0.010738545240892379 0.012926749523591859 0.012096870052291861 0.005347902689170324 0.018064311163231418 0.00049989646998196589 -0.025742599837842495
leaf_weight=29.514055672101676 11.842097118496893 1.5201612035161804 2.8782554218778378 2.8176264744251958 3.502407434396444 2.2115404983051121 3.1516736419871449 6.8494810089468938 7.7883836552500751 3.1713412962853909 2.5122338272631168 2.2347343936562529 2.5578844919800749 2.1996646448969832 14.229894304648044 8.1551399976015109 8.0482463166117686 8.5950690768659097 3.8493515923619261 10.528302885591989 5.0099003687500945 5.6204147040843955 16.526120323687792 3.5205438155680886 7.8279670476913443 3.1246144026517868 4.7873751823790354 7.4002901390194884 185.00300881444127 5.991543672978878
leaf_count=333 41 44 13 26 36 23 48 26 31 35 14 15 10 13 75 37 24 32 27 40 17 26 72 19 28 10 45 34 1638 68
internal_value=0.000395482 -0.00160546 0.000339957 -0.00090557 -0.0083096 -0.00558604 -0.0162031 0.000767715 0.000481653 -0.00750929 -0.0188625 0.000817138 -7.33897e-05 0.000242333 -6.25186e-06 0.00351325 0.000803037 -0.00544267 -0.0137722 0.00520812 0.00188933 -0.00197622 0.00906492 0.000731629 0.00181302 0.00300633 0.000278041 0.0044661 -0.00018466 -0.011934
internal_weight=382.969 60.0688 46.5584 43.6802 13.5104 11.9902 5.36321 322.9 311.058 12.5331 5.68358 298.525 224.404 222.17 219.612 74.1209 49.8064 20.5996 12.0045 29.2069 21.1586 16.1487 24.3145 40.8626 37.342 6.62702 217.412 21.6302 195.782 10.7789
internal_count=2900 580 419 406 161 117 71 2320 2279 75 49 2204 1898 1883 1873 306 203 96 64 107 83 66 103 380 361 46 1860 109 1751 113
is_linear=0
shrinkage=0.0244908


Tree=291
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 1 2 1 1 2 2 0 0 0 0 0 1 2 0 0 2 1 1 0 0 1 0 1
split_gain=2.31232 4.32729 2.95698 2.18133 4.24998 2.06681 5.257 3.8361 2.0596 2.28924 3.58378 2.32655 2.25148 2.20244 5.76476 2.10837 2.63702 6.78092 4.77521 4.12669 4.17303 5.70454 3.012 3.74391 4.75809 2.86228 2.4798 1.89224 1.71706 2.07343
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 42.178283198950005 42.686561923500008 0.34479506600000004 38.238138001450004 0.3982365797500001 0.39584144190000009 43.812290675100009 37.962710038050005 0.52877159370000015 0.52975958800000011 0.51243974730000008 0.54910032635000017 0.55240861050000023 0.42194844465000009 44.215931556700006 0.53321756835000012 0.53136133645000017 43.633733172900008 0.41917906650000009 0.40621538280000008 0.54317236010000014 0.55754318735000019 0.3453339720000001 0.53781323915000012 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 27 -5 -1 7 -7 12 10 -10 -12 13 -3 -15 -11 19 -18 -19 22 21 -21 23 24 -17 -25 -20 -4 -16 -30
right_child=1 8 3 4 -6 6 -8 -9 9 15 11 -13 -14 14 28 16 17 18 26 20 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00039018990121511115 -0.0038271640298800655 -0.0038944077115666315 0.0020833255712827533 -0.0029506085353964151 0.0012141966857183986 0.00064778100157403804 4.6115611267038324e-05 -0.0037352444247725851 0.00061214128303826998 -0.0035697952500223077 -0.004346607046560212 -0.00010645236719557919 -0.0042425359254715297 0.006302235689247108 -0.0042463471960727884 0.0013859834543593511 -0.0051820412337653934 -0.0041790178560004252 0.0018481291459094308 -0.0037911350672816513 -0.0049216523639790608 0.003388399126593901 0.0035027049826081686 -3.8956659638522305e-06 -0.0022267771224837724 0.0024751476388576994 2.0478786967735962e-05 0.00072053179830900002 0.0016186216110652338 -0.0011299839833181443
leaf_weight=74.220577521016821 3.2460645735263816 1.9776336774230063 12.030160181224344 4.7881450783461315 5.6769166886806488 2.9361148355528695 44.632930487859994 7.5859879106283188 5.6731763929128629 1.5325228879228223 4.2049695812165737 2.0360122211277485 2.0016023907810441 1.3111622929573084 1.3914683982729936 8.1059488430619222 2.6809125058352938 2.6949198339134446 8.8866115696728212 2.0467038052156559 2.4180498719215393 2.7488724589347839 5.3885968402028075 7.0726707726717022 7.3856021240353575 16.352556072175503 68.790072722593322 105.69597979635 3.8178655952215221 12.227084172773173
leaf_count=428 56 29 38 54 24 25 318 66 31 40 45 17 30 2 15 33 23 33 33 52 20 6 13 28 44 43 627 420 13 294
internal_value=0.000186815 -0.000103158 0.000382696 0.000733163 -0.000691353 3.54382e-05 -0.000441941 -0.00251219 -3.236e-05 0.00010776 -0.00126079 -0.00296333 -0.00094495 -0.000626476 -0.00028175 0.000227559 0.000270804 -8.81656e-05 8.17481e-05 0.00084949 -0.00143421 0.000324246 0.00122131 0.000905421 -0.000336401 0.00172666 0.000229571 0.000859793 -0.000776845 -0.000475958
internal_weight=431.558 173.991 257.567 128.191 10.4651 129.376 55.155 10.5221 170.745 148.018 11.9142 6.24098 22.7268 20.7252 18.7476 136.104 134.572 83.0525 80.3716 51.519 7.21363 4.79558 44.3054 38.9168 15.4916 23.4252 77.6767 117.726 17.4364 16.0449
internal_count=2900 1527 1373 536 78 837 409 91 1471 1088 93 62 383 353 324 995 955 716 693 239 78 58 161 148 77 71 660 458 322 307
is_linear=0
shrinkage=0.0032559


Tree=292
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 1 1 1 0 1 1 0 2 1 0 2 2 0 2 1 1 0 1 1 0 1 0 1 0
split_gain=0.496356 1.08406 0.45498 1.58854 0.385273 1.92421 1.41333 1.01798 0.831699 1.92936 0.995846 0.675872 1.50532 2.85038 1.16529 1.4712 2.43154 4.76483 2.64609 2.27116 2.26475 2.02108 1.33648 4.00174 8.12568 2.11355 1.24934 4.50478 2.45112 1.70932
threshold=51.779769178100004 0.61532588845000014 0.30949672165000003 0.37331217625000007 0.48627286610000009 0.6166282446500001 0.48363821445000005 0.59210802070000013 0.46613873835000008 0.58736265385000019 0.46419268885000003 0.45393850480000009 0.58258734765000009 39.211875820650008 0.44705248345000009 0.55041765215000005 39.995120105550008 41.093509583400007 0.56704889075000009 33.151194885250007 0.43887907550000005 0.43590012275000006 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.54475913895000005 0.41865513010000005 0.54017843775000018 0.41753240920000007 0.52937037810000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 8 -7 10 -10 11 14 13 -13 15 22 19 -18 21 -17 -20 -19 26 24 -24 -25 28 29 -4 -28
right_child=1 -3 4 -5 5 7 -8 -9 9 -11 -12 12 -14 -15 -16 16 17 18 20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.015172798068530929 -0.029094564946416546 0.0036962478493300839 0.00052740540500558267 -0.02809702588823958 -0.028621123753307331 0.0032189659969047929 0.016389123653719959 -0.032295985235747608 -0.030491516620347252 -7.5420971536231462e-05 0.014834577370463503 0.003795645638995245 0.0034678899321829038 -0.036789375766978827 0.0076676401185254324 0.017192244603663014 0.01933302161950097 -0.013772724207638629 -0.0076561057022958325 -0.025008646093943952 -0.041701537855520561 0.0073817604665859828 0.020204380636219609 0.025613031654275812 -0.04034698783235894 0.0063485903893383353 -0.0075393962970921498 0.0041357810487867765 0.019025278975013188 -0.043072914849020483
leaf_weight=0.93603579141199533 1.180276658618822 1.5384734915569422 259.48317462572595 1.4068135761190204 1.7870829356252205 7.8224254127708246 3.7671012189239255 0.57387805567122985 1.8859823400853191 5.1652421347098425 3.2789945676922789 2.2564541432075185 5.1317664486705326 2.3302468881011009 15.510567847173659 0.99301462993026035 5.7223999425768879 5.0437112934887427 2.8603516789153209 5.6606076864991337 2.3642453663051128 7.354101374745369 2.8490532711148289 6.1865559816360465 3.0290259197354317 9.6694552376866323 1.4023200869560226 7.1696318760514259 4.8338493742048732 2.4878736725077033
leaf_count=11 81 17 1517 104 111 227 19 77 51 62 12 25 42 27 67 20 18 50 25 93 21 26 10 17 33 34 38 27 15 23
internal_value=0.000419117 -0.0105391 0.000497733 -0.0108095 0.000568072 -0.00437007 0.000705305 0.000791558 0.000542394 -0.00821078 0.000715953 0.00058456 -0.0061087 -0.0168233 0.000774416 0.000447559 -0.00498466 -0.00107261 -0.00769879 -0.0187104 -0.0230624 -0.00122436 0.000996034 0.00714063 -0.0109983 0.013865 0.000511073 -0.00796401 0.000865696 -0.0302639
internal_weight=381.681 2.71875 378.962 2.34285 376.619 10.1834 366.436 8.3963 362.669 7.05122 355.617 352.338 9.71847 4.5867 342.62 327.109 29.9984 23.3448 17.6224 6.65362 5.2246 12.3978 297.111 21.7341 5.87808 15.856 275.377 11.0598 264.317 3.89019
internal_count=2900 98 2802 115 2687 415 2272 304 2253 113 2140 2128 94 52 2034 1967 253 140 122 113 46 76 1714 94 43 51 1620 88 1532 61
is_linear=0
shrinkage=0.0257382


Tree=293
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 0 1 2 1 1 2 0 0 0 1 1 1 1 1 0 1 2 2 2 1 1 1 2 0
split_gain=1.30557 3.69772 1.91565 1.91473 2.38165 1.59539 1.58693 1.41695 1.41355 2.62068 1.89395 3.51759 3.5596 2.76897 1.62227 1.46311 1.95789 1.71493 3.16532 3.28511 2.08906 1.36636 1.35884 1.3186 2.46456 3.23638 1.19422 3.10736 1.13592 1.12644
threshold=0.39167988980000007 0.39388042275000007 0.47886290830000006 0.47814436690000012 40.259171735100004 0.47727612945000003 0.52366695610000014 0.39971857130000005 41.24714903835001 0.35585760905000008 0.34569324270000007 42.852084787850011 0.48181192180000004 0.48015029490000011 0.48041974790000003 0.3459626957000001 0.34632196640000007 0.35675578575000005 0.36927038110000004 0.37138109635000011 0.52104727400000017 0.34524415440000006 42.072181850200003 40.421032462050007 41.21013581150001 0.34581299960000006 0.34506451900000007 0.34482500525000009 42.718072821900002 0.67036915065000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 21 7 -3 9 14 11 12 -10 -12 -4 -15 -17 -18 -19 -20 -21 26 -7 -23 -25 -26 27 -1 -27 -8
right_child=1 6 8 4 -6 22 29 -9 10 -11 13 -13 -14 15 -16 16 17 18 19 20 -22 23 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.00015865878434129902 -0.0047260463255452733 0.00042242990583754765 0.00052000351232730439 0.00025068296056843855 -0.0042908002982169052 0.0020466491821649869 9.4277852549830841e-05 -0.004593222394859044 -0.004367571647540122 0.00049420993154248194 0.0035879561928873378 0.0011785901925562108 1.0017637931358137e-05 0.0018894189149324262 0.0026697814014689401 -0.0026893040494794774 0.0013999963676957238 -0.0032955379432937394 0.0035955141280224734 -0.0024022310927591514 0.00087748065533194695 -0.0049608285488752851 -0.00026158892500074266 0.0028267478097951941 -0.0055111937277118207 0.0018794583169250432 0.0021259406408669292 -0.0041553941121442797 -0.0016687828373703926 -0.0024512002494688138
leaf_weight=44.435435709077865 2.8518557883799067 1.5779020376503461 8.4176068529486674 3.8263037800788871 3.9371116645634174 11.07925269007683 155.53962693363428 2.3653695408720523 6.3114535659551638 56.294237088412046 4.8709523230791083 8.8245051577687246 6.1757251247763634 8.5839144587516767 19.712283704429865 4.0182104781270018 14.89455648511648 4.9298125300556448 4.1754668727517155 5.8585250042378885 7.3683612234890461 1.5478201680816699 6.9895040318369857 2.3375983610749236 2.854391139931975 2.5236615128815174 4.3692214218899599 2.994812697172164 3.7977908160537481 2.97733618231723
leaf_count=380 56 12 31 14 36 35 1237 63 41 230 13 32 23 26 72 18 54 41 17 47 37 39 31 9 45 17 22 26 37 159
internal_value=0.000184235 -9.86632e-05 0.000370461 -0.000105735 -0.00205247 7.65081e-05 -1.74333e-05 -0.00258621 0.00063965 0.00100476 0.000234132 -0.000802536 -0.00220257 0.00063803 0.00202648 0.000349664 2.921e-05 0.000322643 -0.000395903 0.000425518 -0.000575187 -0.00022359 0.00115376 -0.00140847 -0.000930901 -0.00188818 7.51774e-05 -0.000113737 -0.000252248 4.64675e-05
internal_weight=416.441 165.312 251.129 90.6929 7.76342 82.9295 162.46 3.94327 160.436 84.4241 76.0115 21.3117 12.4872 54.6998 28.1299 49.8288 41.2449 37.2267 22.3322 17.4024 13.2269 64.8607 18.0688 13.0613 11.5134 9.17584 51.7995 47.4302 6.32145 158.517
internal_count=2900 1527 1373 691 50 641 1471 75 682 333 349 96 64 253 103 240 214 196 142 101 84 575 66 147 108 99 428 406 54 1396
is_linear=0
shrinkage=0.00409931


Tree=294
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 1 2 2 1 2 2 1 1 0 0 2 0 1 2 1 0 0 1 0 1 0 0 1 2
split_gain=1.93424 1.40843 2.93663 3.01791 3.20628 2.54902 2.73672 2.58363 4.1883 2.20772 2.94145 2.36351 2.19004 4.17818 5.3656 2.15835 2.12124 2.80561 3.512 2.27215 2.10008 2.06658 4.73495 2.3512 2.78159 1.99343 3.14932 1.88998 5.50272 2.15169
threshold=0.50064369330000014 0.47727612945000003 0.52324780695000006 0.39971857130000005 38.238138001450004 0.39078171310000004 0.39024280710000009 40.305698932850007 42.718072821900002 0.3447651268000001 40.421032462050007 41.792045663550006 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.54191491270000014 41.395309858300003 0.52682554415000016 0.39584144190000009 39.091773401050006 0.38398550940000004 0.54910032635000017 0.55335169605000012 0.43166372265000008 0.55980359870000018 0.33672644530000007 0.4447920721000001 0.54017843775000018 0.41865513010000005 38.771633980050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 15 -5 6 -3 -7 -9 25 -11 -12 -6 14 -14 16 17 19 -19 -4 -18 27 -23 -24 -25 26 -1 28 -15 -29
right_child=-2 2 3 4 12 7 -8 8 -10 10 11 -13 13 21 -16 -17 20 18 -20 -21 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=7.2626655908945449e-05 -0.0013937287153472444 0.00057570342165050086 -0.0045963042930294105 -0.0011932990712236553 0.0020541087938037595 -0.0049049209620721807 0.0029707141242135667 0.00359483986492548 -0.003705672186582883 -0.0045917779593083446 0.0011286657778859948 -0.0013418762951979569 0.00078212765333844495 0.0022078122225675022 -0.0047033480738232032 0.0010065758546118769 0.00039121977623046109 0.0019970139812228276 -0.00168759838199743 -0.00020490920886929705 -0.0028693664396790782 -0.003706701947140202 -0.0019818778687776687 0.0022338300979047087 0.00021115205567439358 0.0010473923626799324 -0.0032472990348145561 0.0038261842538054071 -0.0035193582882466629 0.0011576892148493498
leaf_weight=23.366602304857228 8.4637922085821611 169.85686736181378 2.6646923869848314 15.876933692954479 8.0427427124232036 1.7967122048139561 5.3798760548233977 1.7382132261991503 1.6978830485604701 2.3116620932705727 5.8290800843387869 15.45157939661294 3.7556392811238757 4.1606223657727268 4.051421782001853 5.6046959310770026 2.7067419886589041 6.760475277900694 4.8599072843790054 2.492255836725235 10.669759253039954 3.3481757640838614 4.5285953469574443 8.5867430157959443 55.215981613844633 18.091998817864805 3.6048127189278594 3.9350578933954266 3.278495202306658 20.550016075372696
leaf_count=253 360 703 33 241 29 21 14 7 54 55 27 129 25 12 44 40 18 23 39 13 97 24 34 28 338 74 42 8 47 68
internal_value=0.000171037 0.000202553 0.000287136 -2.31948e-05 0.00020251 0.000581335 0.000649232 -0.00169239 -1.25723e-05 -0.000230558 -0.0010499 -0.000665159 0.000388032 0.000267758 -0.00206452 -0.000877391 -0.00122756 -0.000444602 0.000456026 -0.00247403 -0.00220959 0.000443507 0.000131899 0.000319988 0.00048337 0.000198399 -0.000371092 0.00114316 -0.00031621 0.00158655
internal_weight=428.678 420.214 351.559 171.089 135.33 180.47 175.237 5.23281 3.4361 68.6557 23.5923 21.2807 119.453 111.411 7.80706 35.7585 30.1538 16.7773 11.6204 5.15695 13.3765 103.604 71.6795 68.3313 63.8027 45.0634 26.9714 31.9242 7.43912 24.4851
internal_count=2900 2540 1960 1161 898 799 717 82 61 580 211 156 657 628 69 263 223 108 62 46 115 559 424 400 366 369 295 135 59 76
is_linear=0
shrinkage=0.00330603


Tree=295
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 1 0 2 1 0 0 0 0 2 2 1 1 2 0 2 2 0 0 1 2 1 0 1 2
split_gain=2.75384 4.82276 3.92068 3.12013 3.09057 3.15948 2.89355 3.72827 2.81308 2.61615 2.59783 4.33462 2.28949 1.96891 2.53373 3.30726 2.81597 1.83209 1.8234 2.49918 2.16284 2.74883 7.71589 2.88111 2.43137 2.11415 1.97416 2.46547 1.9487 1.69268
threshold=0.39078171310000004 0.47727612945000003 0.52646627350000019 40.305698932850007 0.3447651268000001 40.421032462050007 0.33672644530000007 0.4447920721000001 41.792045663550006 0.30560462260000004 0.52428071015000011 0.51243974730000008 0.52511900840000014 0.46594413340000007 42.686561923500008 43.061965423550006 0.34521421515000011 0.50663153795000015 40.621691032550004 0.51589772760000019 43.124157941850008 42.072181850200003 0.48101853240000009 0.47778509625000004 0.34515433670000012 43.57842012870001 0.34608245260000009 0.49588335680000006 0.34545372890000009 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -6 7 9 -7 -1 11 -5 18 -10 -15 -16 -17 29 -3 20 21 23 28 -20 -25 -22 -24 -28 -23 -4
right_child=2 12 17 10 5 8 -8 -9 13 -11 -12 -13 -14 14 15 16 -18 -19 19 -21 25 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0028181347812058768 -0.0036227544445138452 0.0009157327891941028 -0.00059324249502852762 -0.0029102739547549341 -0.0036479076026516375 0.00089406277934391681 0.00097141977862290015 -0.0027293882033221869 0.0003298682396274562 0.00027863730051551523 -0.0031715251766113901 0.0020486224328205922 -0.0010304848604003683 -0.0037512992587863956 0.001470345704333837 -0.00010176705221808493 -0.0035666728708315639 -0.0013859001008342357 0.0022561874113911709 -0.0014710039335604629 0.0020353479202398724 -0.0013161379988230091 0.0014937351824355525 -0.0009264011546982994 0.00070553090154698876 0.00053891755026886832 -0.0014629401614244517 0.00096003846144526327 -0.0038192954262823691 0.00019224693339469704
leaf_weight=2.0047364030033412 3.4436101838946325 81.089021150022745 21.33096842165105 1.8183449227362869 2.6325739086605635 5.928787091746929 18.618228194769472 3.8325622677803031 4.2286042822524932 22.532045392785221 1.9581179646775124 3.4398032464087009 5.825172245502471 3.1074810624122611 2.5543068684637529 2.8511958122253418 3.5582070499658585 5.8949936537537715 6.4395734146237364 4.6217697672545901 10.318235859274866 4.5854492448270339 8.0669299811124819 7.7031384333968154 30.772114578634501 16.655069377273321 5.379704184830187 5.9888594001531601 3.8701408393681049 140.1688516959548
leaf_count=91 46 293 285 45 51 26 74 42 33 162 32 33 37 27 18 14 37 319 16 38 30 29 24 35 118 70 26 24 35 790
internal_value=0.000188804 0.000357616 -6.06998e-05 -0.00158825 -0.000216233 -0.000956926 0.000175668 -0.000346568 -0.000638228 2.56208e-05 -0.000617389 0.000333763 0.000573126 -0.00119557 -0.00172994 -0.00102919 -0.00202532 3.65765e-05 0.000623486 0.000396496 0.000482998 0.000250203 -0.000390343 0.000647968 0.000378801 0.00111135 0.00051088 -0.000186536 -0.00246184 8.84991e-05
internal_weight=441.219 263.164 178.055 10.6599 71.8487 24.8612 46.9876 28.3693 22.2286 24.5368 7.21627 5.25815 191.315 16.2998 12.0712 8.96371 6.4094 167.395 185.49 104.401 99.7792 72.8059 27.8911 44.9148 38.4753 26.9733 19.4355 11.3686 8.45559 161.5
internal_count=2900 1350 1550 156 575 206 369 295 155 253 110 78 775 129 96 69 51 1394 738 445 407 307 138 169 153 100 74 50 64 1075
is_linear=0
shrinkage=0.00259775


Tree=296
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 1 0 0 0 0 2 1 1 0 2 1 0 0 0 2 1 0 1 2 0 2 2 0
split_gain=0.496415 1.38484 0.949399 0.507298 1.19668 1.545 2.43628 1.1012 2.53091 1.38868 0.985762 1.9467 4.3881 1.2769 1.84575 1.36498 0.76698 0.889618 1.92585 1.75676 0.835431 0.766006 0.741557 0.707493 2.38087 1.7938 1.9267 1.76055 1.91652 1.64551
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.47727612945000003 0.34518427590000006 0.34506451900000007 0.34482500525000009 0.35675578575000005 0.47694679800000012 0.4622167001000001 0.47796473160000008 0.47886290830000006 40.532725462000009 0.34458549145000011 0.34503457980000002 0.47943175355000006 35.131296350900008 0.34307356065000005 0.4588185982500001 0.47512050540000011 0.45462710695000008 44.921040431000009 0.31308942845000004 0.48543456785000005 0.35877668335000007 42.988308018450006 0.48041974790000003 41.840895355800008 43.124157941850008 0.49320379630000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 16 8 -6 21 -5 12 -12 -13 -15 -16 20 18 -18 -19 22 -9 -1 25 27 26 -17 29 -29 -25
right_child=1 2 -4 10 7 -7 -8 9 -10 -11 11 13 -14 14 15 23 17 19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.021427778422449643 -0.04375180022196961 0.0007715820429474835 -0.032501663095990486 0.0089485407831656205 -0.036386789387176578 0.022081914410012796 -0.028319323788238801 -0.033019210859296162 -0.0017951679158283139 0.013888562713801591 0.0022277052191511026 -0.019278512623106814 -0.040712250012661294 0.014407340768555793 0.015308674146837748 -0.021050495414471786 -0.00010993013981223583 0.017410368883778411 -0.023768584317545884 -0.0060135442870844031 0.029739051631377848 0.0018942662116730802 -0.017689712398748617 0.0083007116370921764 0.00027931114270680657 0.010821962939321951 -0.0023500008798784905 -0.0054758372573667901 0.016208002197790297 0.033128357207303158
leaf_weight=0.81664504110813074 0.82874844543402915 7.5799790164455754 0.87960940151242528 14.513288643211125 3.4797492306679469 2.8558019353076807 2.7949931174516669 1.2633080205414446 4.4045152254402637 3.1185743948444724 6.3791653513908368 2.7433395721018305 3.3285698778927326 9.8378164246678335 6.0313749685883513 6.4559434130787876 22.23573215468787 6.3509247433394176 3.6864838674664488 5.4833888411521912 1.7006895579397676 1.0639948099851606 0.97977858956437558 5.1352024935185927 208.76169835479232 6.8424871191382399 23.478436345234513 8.8249916732311231 6.5094680264592162 4.6980968192219734
leaf_count=3 23 175 129 53 72 13 26 40 24 20 24 17 39 33 21 39 243 25 34 25 8 5 42 25 1535 22 100 37 23 25
internal_value=0.000571074 -0.00635199 -0.0026881 0.000743113 -0.00180504 0.000472951 -0.000928021 -0.00982054 -0.0170623 0.000663726 0.00123264 0.00085815 -0.0124955 0.00130621 0.00150327 0.00104454 0.000927779 -0.000330262 -0.00347451 0.00655698 0.0145102 -0.0170575 9.28999e-05 0.000726731 0.00134125 -0.00318205 -0.00638313 0.0101498 0.00372894 0.0201627
internal_weight=383.063 9.28834 8.45959 373.774 60.2346 46.9044 44.0486 13.3301 7.88426 5.44588 313.54 299.027 9.70774 289.319 286.576 276.738 41.2536 37.7565 25.9222 11.8343 3.49711 2.3273 1.79642 270.706 233.929 36.7769 29.9344 25.1678 15.3345 9.8333
internal_count=2900 327 304 2573 580 419 406 161 96 65 1993 1940 63 1877 1860 1827 380 327 277 50 53 45 45 1806 1645 161 139 110 60 50
is_linear=0
shrinkage=0.0303162


Tree=297
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 0 2 0 1 2 2 1 0 1 1 2 1 0 2 0 2 0 1 0 0 0 2 1 2 2
split_gain=2.29634 3.98036 3.11245 2.00325 2.93129 1.95506 3.35275 2.06276 1.86094 1.64955 2.73332 2.44363 1.62137 1.60102 2.18795 2.61455 2.1676 1.92905 3.27087 2.20506 1.59647 1.35806 1.76448 1.64325 1.32109 1.31201 2.2419 1.53795 1.37822 1.43262
threshold=0.39167988980000007 0.39388042275000007 0.47886290830000006 44.269496632500008 47.001379125850008 0.47814436690000012 40.532725462000009 0.47727612945000003 0.34524415440000006 43.162556114600001 41.24714903835001 0.35585760905000008 0.52366695610000014 0.34569324270000007 0.34536391125000004 41.919251152600005 0.3459626957000001 0.50300889195000009 42.564639561200003 0.50579323975000012 42.072181850200003 0.63514565435000014 0.49703601690000004 0.68186581240000022 0.48041974790000003 0.42314601355000009 37.572218886150004 0.31308942845000004 43.57842012870001 42.718072821900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 9 -5 7 -7 8 25 10 11 24 -3 14 15 -12 -15 18 -18 -19 -9 -14 -23 -24 -4 27 -27 -1 29 -28
right_child=1 12 3 4 -6 6 -8 20 -10 -11 13 -13 21 16 -16 -17 17 19 -20 -21 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00036657854205730675 -0.0038290596870253044 -0.0021277416222332947 0.0007165405718904574 -0.0031768783122793527 0.00043935324947586712 4.1027445090935407e-05 -0.0043555761429563663 0.001797896819358429 -0.0012820004303018113 0.0017519179301711794 0.0014811472800155573 0.00060423419074702716 8.620668373954207e-05 0.0017722732819749453 -0.0026453367632126579 -0.0017864523849037757 0.00024024222848237353 0.0029143100592400484 -0.0030559643294305089 -0.00030211843645556416 -0.00018478928677049684 -0.0042270843361409396 0.00034439647676959062 -0.0035584656698346394 0.0022406341384077562 0.0022006330815271436 3.2112148154949226e-05 -0.0036042688436433508 0.00136293774522058 -0.002102984278065234
leaf_weight=14.011966217309235 3.0448821876198044 3.9098929665051392 8.8380291312932986 3.4824459180235845 7.9446008689701557 4.8807254359126082 3.0405785292387009 11.365243270993235 13.808215354103593 16.301976978778839 5.8235127404332143 57.114021547138691 151.59830286493525 9.393236078321932 4.9573070406913748 4.845828652381897 10.078016906976702 4.0342027097940427 4.800655633211135 5.3624854683876038 7.1439357846975318 1.7275471388129497 5.3306053474079818 1.4912076257169244 20.145975768566132 6.21016951650381 22.27128012850881 1.7867782926186908 6.8393314629793158 4.0048884376883498
leaf_count=173 56 75 31 39 42 18 32 35 147 53 18 230 1114 28 30 25 39 17 27 31 31 33 120 129 72 25 105 63 33 29
internal_value=0.000194435 -0.000105819 0.000388539 0.000664283 -0.00066271 -8.31309e-05 -0.0016466 5.8503e-05 -0.000203065 0.000764244 0.000645323 0.000998662 -3.67158e-05 2.81897e-05 -0.000841198 -2.93946e-06 0.0004317 -8.70288e-05 -0.00082329 0.00107876 0.00103265 1.43351e-05 -0.0012601 -0.000508746 0.0017759 6.71995e-05 0.000388572 -0.000732749 4.87549e-05 -0.000293309
internal_weight=425.588 167.102 258.485 163.122 11.427 95.3631 7.9213 87.4418 68.9326 151.695 135.393 86.098 164.058 49.2952 15.6266 10.6693 33.6686 24.2754 14.8787 9.39669 18.5092 160.148 8.54936 6.82181 28.984 55.1244 39.3257 15.7987 33.1155 26.2762
internal_count=2900 1527 1373 682 81 691 50 641 575 601 548 333 1471 215 73 43 142 114 66 48 66 1396 282 249 103 428 192 236 167 134
is_linear=0
shrinkage=0.00328654


Tree=298
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 0 2 2 2 1 0 0 2 2 2 0 1 0 1 0 1 1 1 0 2 0 2 0 2 1
split_gain=0.466785 1.0585 0.455181 1.4719 0.40777 1.34339 1.20472 2.58777 2.28392 2.33336 1.96151 2.29629 2.01313 1.19195 2.38398 1.66305 4.58886 1.35696 3.07224 2.78435 1.07575 1.69334 1.75806 3.98821 2.17647 2.09934 2.08519 2.60704 1.9258 2.13492
threshold=51.779769178100004 0.49901200560000009 0.30949672165000003 0.37331217625000007 0.38906020780000011 0.53136133645000017 41.840895355800008 42.102795028150005 41.322103772800006 0.44805544745000009 0.57944372925000021 0.62143349005000015 40.823855932350007 41.395309858300003 40.305698932850007 0.52772372085000019 0.39078171310000004 0.52468488970000016 0.40621538280000008 0.52104727400000017 0.38733870245000007 0.38398550940000004 0.37982395740000008 0.51017933595000009 39.852039223600009 0.50300889195000009 39.788107623550012 0.50482021495000018 38.592454371550012 0.36254902550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 20 13 8 -8 10 -10 12 -12 -7 14 15 16 -6 19 -19 -15 21 22 23 25 -25 28 -27 -28 -4 -30
right_child=1 -3 4 -5 5 6 7 -9 9 -11 11 -13 -14 17 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.012906030243252899 -0.027335328949652515 0.0033409849915877888 0.0067448481478777772 -0.026332848273684168 -0.00086004776900116587 -0.00088064201791913813 0.018053381394647551 0.0015906434167933755 -0.026008585466403222 0.0048716417592286135 -0.028398243576923221 0.0034551630923499162 0.010465065601466279 -0.02647169138096625 0.015718883202687835 0.0074031739094097271 -0.032490306344715753 -0.030788600943245217 0.0020266929309542782 0.017793814650488727 0.010585447736090593 -0.014728468956969998 0.012076478001461246 -0.0012211441031937044 -0.026697991147472934 -0.0048755372712189467 0.027786477757389516 0.003005071118857062 0.00020041170411627386 -0.017368713661204658
leaf_weight=0.95547740347683374 1.1420076591894024 1.5719085382297633 27.015852430078667 1.3656477434560654 9.9228930249810272 48.643551463144831 6.2765343785285941 53.258444888866507 4.1269188150763503 2.2091823709197342 2.949885544832795 2.4248145934252534 11.340545937418936 1.3560492862015947 3.8861054740846148 4.6016685739159575 3.704024799168109 4.1856820974498987 2.8000294333323836 2.1773064211010933 7.0786550119519225 3.9623599946498862 8.4946626052260381 3.4266115650534612 4.6446616314351559 3.717004917562007 5.4247963875532133 4.624473799020052 140.66676357667893 4.1883055036887518
leaf_count=11 73 25 198 104 41 320 37 436 29 32 148 168 40 48 21 27 58 60 28 8 24 23 34 16 58 19 23 29 733 29
internal_value=0.000453688 -0.00956751 0.000525366 -0.0101804 0.000591261 -0.0003184 0.000776526 0.00332624 -0.00134074 -0.0152417 6.86309e-06 -0.0140275 0.00126437 -0.00472142 -0.00152509 -0.00520129 -0.00945768 -0.0114412 -0.0176355 0.000805373 0.00129027 0.000971126 0.00127877 0.000805264 -0.0158819 0.0015308 0.0106427 0.0163826 0.000800971 -0.000307578
internal_weight=382.143 2.71392 379.429 2.32113 377.108 163.864 131.23 59.535 71.6949 6.3361 65.3588 5.3747 59.9841 32.6338 22.1147 18.2286 13.6269 10.5191 6.98571 3.53336 213.244 206.165 202.203 193.708 8.07127 185.637 13.7663 10.0493 171.871 144.855
internal_count=2900 98 2802 115 2687 1501 1210 473 737 61 676 316 360 291 147 126 99 144 88 56 1186 1162 1139 1105 74 1031 71 52 960 762
is_linear=0
shrinkage=0.0242498


Tree=299
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 1 0 1 1 0 1 1 0 0 0 2 0 1 2 1 2 0 0 0 1 2 2 0 0 1
split_gain=0.476649 0.817601 0.693219 1.12786 0.619268 1.29881 0.448045 1.03529 1.14162 1.88764 1.25505 0.90188 2.74963 0.844896 1.07717 1.80092 2.74089 0.950152 1.77569 2.04701 2.57163 2.56997 3.00262 1.37397 1.32067 1.52513 2.35051 1.12525 0.783344 3.31103
threshold=0.50064369330000014 48.315732392000008 0.63075955810000017 45.027406014450008 48.988717865950008 0.50525433370000017 0.47727612945000003 0.34524415440000006 0.35675578575000005 0.47706655490000011 0.35877668335000007 0.34500464060000008 0.47648274005000008 0.47778509625000004 0.47886290830000006 40.532725462000009 0.47796473160000008 0.35585760905000008 41.261521012900012 0.34569324270000007 42.852084787850011 0.48181192180000004 0.47976108500000009 0.49320379630000005 0.3459626957000001 43.19689381845 42.564639561200003 0.48041974790000003 0.50579323975000012 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 -2 -3 -6 7 11 9 -9 -10 12 -1 -8 15 -15 -17 18 27 20 21 22 -20 -19 -21 26 -26 -16 -25 -30
right_child=1 4 -4 -5 5 -7 13 8 10 -11 -12 -13 -14 14 17 16 -18 23 19 24 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=0.00074688785553619127 -0.02316808585937916 0.0097171554525489739 -0.027986788867036996 0.026739355083085229 0.010831760224441057 -0.025194381863412323 0.0067373746213728143 -0.026280765751111049 0.016085815588403229 -0.0020120521678923579 -0.0071023170525609325 0.0092947324015105297 -0.020812276341204267 0.0016576132306899958 0.0011100354483354459 0.0033347632199709804 -0.02931038043816913 -0.011106578087619045 -0.0056093546521244469 0.010883258307098393 0.0046606059512672663 -0.00096154267146201968 -0.037172071626092318 0.0042429169429519208 0.0039257289541742828 0.011821000435241634 -0.015542793054390772 0.011439178058964015 -0.01304981560483138 0.00060033775197601124
leaf_weight=39.590002106968313 0.54687884388840702 1.8414935283362868 1.2291389120218807 0.39048093557357788 0.94982540607452426 1.0713491667993364 11.680093333125113 3.0843445237842371 1.7365025973413137 3.3788878098130226 3.6274323095567524 4.8894157432951024 3.2181899249553672 6.8540889695286733 7.8874304965138462 2.2157192751765251 3.1103114858269691 5.3525033984333268 2.9672310352325457 10.374738328158857 8.4726965054869634 5.9132636189460754 3.1013030260801315 23.700918697752059 8.8672189824283141 4.7557319626212111 4.8138009160757056 16.213770810514688 9.4127692151814681 178.08597471978283
leaf_count=376 88 11 194 1 5 61 41 71 16 16 49 28 24 26 31 10 39 41 16 32 32 23 25 128 34 17 24 72 81 1288
internal_value=0.000378566 -0.00587779 -0.0169068 -0.00237788 0.000308176 -0.00826435 0.000479611 -0.0013045 -0.00724498 -0.0135934 0.000404533 0.000168504 -0.000873865 0.000818062 0.000589204 -0.00594527 -0.0157294 0.000863731 0.0030698 0.000629132 -0.00479719 -0.0114851 -0.0217394 0.000116322 0.00448151 0.000879108 -0.00292446 0.00805883 0.000400748 -8.49241e-05
internal_weight=379.334 6.02917 2.1665 0.93736 3.86267 2.02117 373.304 59.5248 11.8272 6.46323 5.36393 47.6976 42.8082 313.78 302.099 12.1801 5.32603 289.919 73.3672 49.266 20.4545 11.9818 6.06853 216.552 28.8115 18.4368 13.681 24.1012 211.2 187.499
internal_count=2900 360 283 89 77 66 2540 580 152 87 65 428 400 1960 1919 75 49 1844 306 203 96 64 41 1538 107 75 58 103 1497 1369
is_linear=0
shrinkage=0.0224301


Tree=300
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 0 1 0 0 2 1 1 0 2 0 0 2 2 1 2 1 1 0 1 2 2 0 0 1 1
split_gain=0.428517 0.694096 1.22624 1.0389 0.608892 0.773152 1.27956 0.81073 1.7746 0.603871 1.48729 0.580782 2.2815 2.66019 0.990906 1.03729 1.67692 1.0304 0.78788 4.07452 2.04542 1.69327 2.25701 2.37612 1.70455 1.10799 2.79023 2.40501 4.32701 4.25201
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 34.997818021800008 0.49850303880000008 0.36597706655000006 0.53781323915000012 0.54475913895000005 33.151194885250007 0.4130864345000001 0.34193587020000005 0.4447920721000001 37.572218886150004 0.42646926740000007 0.41155953415000007 36.30367149775001 41.395309858300003 0.38906020780000011 36.372781240150012 0.39024280710000009 0.38733870245000007 0.51700547890000015 0.38042274180000007 47.001379125850008 38.592454371550012 0.50109278165000015 0.50300889195000009 0.36254902550000007 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 -8 -9 -10 -11 12 14 -14 15 17 -17 -6 21 -20 -21 22 24 -24 25 26 -13 28 -27 -29
right_child=4 2 3 -5 11 6 7 8 9 10 -12 18 13 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=0.032859246822214951 -0.005576473191567336 -0.039748606215913376 0.01679880730458462 -0.031376159825944168 0.030941671977022897 0.033963698482861029 -0.0091748666891184327 0.032023825156347482 0.014756955643416836 0.026413879291677614 -0.033306492533272683 0.014135656624601417 0.0077451486685299799 -0.038514761579731022 0.0099706451676366426 0.0066498343884752904 -0.03896774351825176 -0.002633905837468017 -0.036500542536816449 -0.021107352863795774 0.00028762673931362917 0.01649828882630815 -0.03510767495650538 -0.0016500819201705434 0.019834127578385839 0.00027400927853631421 -0.010509333833630336 0.02450457053312988 -0.031243306814135837 -0.005256158499201127
leaf_weight=0.28552737832069341 3.0339572736993423 1.052556741749868 1.1193868741393087 0.57942390555399459 0.84750596340746298 1.7370510101318339 2.1074930615723133 2.1770074963569641 0.95514031557831947 0.5199780911207198 1.1256122848717494 15.54960608109832 1.6276496425271023 3.0413782708346844 6.2101774141192427 1.1823897026479238 1.6414567623287437 9.7264427668414992 2.6899387459852724 3.9091716259717932 152.05813672678778 6.5843296349048606 2.8638828415423623 4.9217394217848778 4.5135011710226527 119.05148792103864 5.238076150417327 9.1239362526685017 3.8349590343423179 7.4281217791140071
leaf_count=1 26 57 7 103 9 5 11 5 8 2 51 71 7 47 27 8 36 141 68 20 1336 21 35 26 19 603 25 42 30 53
internal_value=0.000444548 -0.0104815 -0.0149792 0.000367473 0.000533339 0.00710327 0.0115649 0.00591404 0.0125699 -0.00371457 -0.0144359 0.000321815 -0.00404121 -0.0223883 0.000327572 -0.00414221 -0.0198669 5.71893e-05 0.000635408 -0.000863248 -0.000248618 0.00196293 0.0014082 -0.0139572 0.00213437 0.00163578 0.00792562 0.00069808 -0.000709562 0.0111487
internal_weight=376.737 3.03689 2.75137 1.69881 373.7 11.6562 8.62228 6.88523 4.77774 2.60073 1.64559 362.044 24.277 4.66903 19.608 13.3978 2.82385 10.5739 337.767 158.657 155.967 179.11 172.525 7.78562 164.74 160.226 20.7877 139.439 122.886 16.5521
internal_count=2900 168 167 110 2732 108 82 77 66 61 53 2624 275 54 221 194 44 150 2349 1424 1356 925 904 61 843 824 96 728 633 95
is_linear=0
shrinkage=0.0292046


Tree=301
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 0 0 0 1 2 1 2 1 2 2 0 1 2 0 2 2 2 0 1 0 0 2 0 1
split_gain=0.410268 1.26774 0.854265 1.21708 1.36514 0.790744 0.861464 0.571126 0.437988 0.66404 0.61058 1.00908 0.925759 2.06026 0.867434 1.36613 0.768532 1.94111 1.21414 2.97652 1.85739 2.77772 1.58479 1.22202 0.803271 0.643929 1.33879 0.488425 4.39923 2.39495
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 46.177190236600005 48.315732392000008 0.49901200560000009 0.63075955810000017 0.66697104880000013 0.61532588845000014 0.49091344570000006 50.448116877400004 0.48363821445000005 49.842240509300005 0.47777012665000013 49.110028829250005 48.852845034800005 0.45612406815000006 0.34193587020000005 41.902916368500009 0.39614083410000006 39.468990633150007 35.818873074050011 48.315732392000008 0.37331217625000007 0.31123319660000009 0.59665878265000016 0.59879943715000017 45.90502654165001 0.58859016195000013 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 5 -5 -4 -7 -6 10 -10 12 -12 13 14 15 16 17 18 20 22 21 -1 23 -20 -21 -15 -27 -18 29 -29
right_child=1 2 3 4 7 6 -8 -9 9 -11 11 -13 -14 25 -16 -17 27 -19 19 24 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0053667944350642392 -0.033217908793212049 -0.027239226057603177 0.021680395118826107 -0.030089264106724588 -0.010678401175324133 0.017529840389938947 -0.029120427765949787 0.0078785728973008069 -0.002251547271647223 0.015973970510420685 -0.025473233943943758 0.0003843267164018191 0.01323793357566843 -0.027758463631654573 -0.01018295697363413 0.011188984115995417 0.00088277678957412336 -0.026845281396247301 0.011356911396240855 -0.0094272044562525425 0.014190396580033003 -0.035135258755598968 0.026490883710379835 -0.0273898640734569 -0.03148065562554557 0.015402084767981531 -0.026815030173122582 -0.0038084977622851544 0.021507374382358523 -0.029850840344903835
leaf_weight=3.0651637604460173 0.78222594357794051 0.67479231432662157 1.8406419306993487 1.0737267516087738 1.5964538231492045 0.44354616990312923 0.43090522574493662 2.1476648622192442 2.0082827431615433 2.4508436571341008 1.335502251517027 2.2160693309269845 3.0997378751635543 1.7517126616439775 4.1338084228336802 6.6545609422028056 310.03006106300745 1.8845860104192969 0.95804684050381117 1.489293269813061 4.7485727891325951 1.3453103397041557 1.4007346779108045 0.84656390431337059 2.3523436291143298 0.76913819613400825 0.90017117027309723 6.2166799213737232 2.8476742953062049 2.8407982494682074
leaf_count=49 23 131 7 31 18 5 63 49 20 25 75 33 17 48 39 24 1789 71 11 18 32 23 3 76 40 6 73 55 7 39
internal_value=0.000324341 -0.00463477 -0.0019107 0.000358201 -0.0067322 0.0129399 -0.00545811 -3.39306e-05 0.000446368 0.00776564 0.000355931 -0.00933893 0.000452289 0.000340408 0.000517371 0.000644962 0.000438607 -0.00427399 -0.00164919 -0.00898162 0.00399238 -0.00698739 0.00773704 -0.00681965 -0.0229312 -0.0178066 -0.0073634 0.000703424 -0.00396723 -0.0119764
internal_weight=374.336 8.98996 8.20773 7.53294 4.81785 2.71509 0.874451 3.74412 365.346 4.45913 360.887 3.55157 357.335 354.235 350.814 346.68 340.026 18.0906 16.206 7.04698 9.15905 4.41047 3.20535 1.80461 3.84164 3.42102 1.66931 321.935 11.9052 9.05748
internal_count=2900 327 304 173 98 75 68 67 2573 45 2528 108 2420 2403 2276 2237 2213 323 252 148 104 72 90 87 58 127 79 1890 101 94
is_linear=0
shrinkage=0.0234978


Tree=302
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 2 0 2 2 1 0 1 2 1 1 2 1 1 0 1 0 0 0 2 2 0 2 2 2
split_gain=1.56671 4.04167 1.90458 1.89535 3.5541 2.24304 2.14643 1.94802 2.95316 2.35098 2.70252 1.4502 1.56052 1.1336 1.46808 6.1056 3.9518 2.65541 3.06559 5.34836 2.00096 1.69624 3.95954 2.59375 2.8739 1.44144 1.39541 1.31762 2.64902 1.10648
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.3447651268000001 40.421032462050007 0.47305469895000007 41.792045663550006 0.46594413340000007 42.686561923500008 43.082598263550004 0.34521421515000011 0.52366695610000014 0.39971857130000005 37.186372654950006 0.39971857130000005 0.39584144190000009 43.633733172900008 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.41808628485000005 0.54017843775000018 0.5339660489000001 0.54475913895000005 40.621691032550004 36.82350895510001 0.56859076075000015 34.997818021800008 36.372781240150012 41.24714903835001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -6 -8 -9 -10 -11 12 -3 25 15 -15 -17 -16 19 -19 -20 22 -22 24 -23 26 27 -13 -29 -4
right_child=1 11 29 4 6 -7 7 8 9 10 -12 13 -14 14 17 16 -18 18 20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00022426185240455537 -0.0045916539466115194 0.00066860829937661693 0.00086691085455793779 -0.0055545037733678087 0.0014507143984261695 0.0018215639641049729 0.0010820966226386579 -0.0055518456479167764 0.0021825319628949549 0.00046976743129057872 -0.0050427402792635571 0.0013592400079607309 -0.0043685755152996497 0.0018981648959101669 0.0023724442034162348 -0.0053109773684575524 7.0754186233840477e-05 0.0012729439401159902 0.0035002514100266288 -0.0055417053051375004 0.0023570361337537046 -0.00056391226444887639 -0.0046277225611472527 5.253111458097933e-05 0.0032484543087476117 -0.0050172692229665848 -0.0041312199964640322 -0.0049717489466835621 0.00097477023135491745 0.00026200843309947983
leaf_weight=33.396804764866829 3.0410608733072868 1.5555567145347589 96.168361678719521 2.4578917403705445 5.7537961611524251 10.877579106017945 3.6992784254252902 2.9442574605345708 2.4941981825977564 2.6126895248889923 2.84355822019279 4.7426223643124086 2.385853078449145 6.3069340139627448 8.5045957602560502 5.2211413793265802 3.4822422824800014 3.2844965141266576 2.8577101230621329 3.8070995658636093 2.0012176507152608 4.6700894087553015 3.2778784856200218 88.308414238854311 8.6066113412380201 1.2978065356146533 1.5230789255583648 2.0026743756607175 2.684232734143734 89.277497947216034
leaf_count=332 56 12 378 51 26 37 33 27 20 13 36 35 63 30 32 57 27 26 8 45 29 18 23 798 25 19 174 33 17 420
internal_value=0.000179544 -0.000123972 0.000371323 -0.00019368 -0.0011101 0.000278368 -0.000573246 -0.00137121 -0.00220422 -0.000964512 -0.00240311 -3.71688e-05 -0.00238055 2.33653e-05 0.000123016 -0.00103338 -0.00315774 0.000261526 0.000107841 -0.00238548 0.00026899 0.000182582 -0.00197992 0.000294961 0.00190745 -0.00111813 -0.000656108 -9.48003e-05 -0.00156613 0.000575698
internal_weight=412.087 159.561 252.526 67.0801 22.8057 44.2744 20.3478 14.594 10.8947 7.95045 5.45625 156.52 3.94141 152.579 140.328 15.0103 8.70338 125.318 116.814 7.0916 109.722 106.864 5.2791 101.585 13.2767 12.2504 10.9526 9.42953 4.68691 185.446
internal_count=2900 1527 1373 575 206 369 155 129 96 69 49 1471 75 1396 1118 114 84 1004 972 71 901 893 52 841 43 278 259 85 50 798
is_linear=0
shrinkage=0.00391285


Tree=303
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 0 2 1 1 1 0 1 0 1 2 0 2 1 2 2 0 0 2 0 2 1 0 0 1
split_gain=0.378929 0.701586 1.34687 1.25214 0.906171 0.974587 0.366124 0.98481 1.107 0.513897 1.25043 1.99721 0.595538 1.30669 1.44545 1.85451 1.3646 1.244 1.84262 1.10712 0.997485 0.638474 0.54335 2.90144 1.67744 3.7061 2.13926 0.866745 0.58089 2.88708
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 45.027406014450008 0.42314601355000009 41.24714903835001 0.31063441215000004 0.32144247180000002 0.33263974130000007 0.4447920721000001 0.34491482290000003 0.47694679800000012 0.35675578575000005 42.686561923500008 0.4622167001000001 39.039757512550004 0.34427112960000006 42.541806567400009 45.027406014450008 0.47943175355000006 0.47778509625000004 42.801286935650005 0.47886290830000006 40.08085804200001 0.34560342505000002 0.47943175355000006 0.48543456785000005 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 8 -1 -8 11 -11 17 14 15 -14 20 -12 -19 21 -16 -20 23 -15 25 -24 -27 -26 -29 -30
right_child=1 -3 -4 4 -6 -7 9 -9 -10 10 12 -13 13 22 16 -17 -18 18 19 -21 -22 -23 24 -25 27 26 -28 28 29 -31
leaf_value=0.012687663821864596 -0.032167087421822622 -0.027987311223848736 0.030892258140618859 -0.024975813344358382 -0.032006814750941998 0.011710794970878416 0.0082374716815006091 -0.00063036989694167933 -0.029043672869606567 0.0028808059579878134 0.011693104927478703 -0.030687846738483439 -0.031961928674492469 0.011797145395033019 -0.02761489719770455 -0.0042907174429591939 0.012504036948338439 -0.012122757354319762 -0.0044224948461441867 0.012220827245811123 0.0063317595845980915 0.0061694278905208037 0.01216593146400566 -0.011895609758046636 0.0097885776153558389 -0.039492930256763377 -0.0066671318973989266 -0.0023669691285810447 0.018027045128270719 0.00047658600694317399
leaf_weight=0.50426374003291075 0.96243808517465268 0.75537963630631555 0.63172736670821894 0.53747241094242859 0.46888625615974877 2.3220196422189474 5.2066520433872929 10.715760338352991 1.5949803811381569 2.3019441179931155 8.7377088163048011 1.9933243095874784 2.5655248154653219 11.010665901005266 1.236156903440133 3.3871874129399657 2.9305429528467357 5.1771230529993799 7.7962425611913222 6.9757701754569998 0.90271656215190876 6.1251902692019939 2.6495905816555014 4.3446616120636454 6.1323925331234923 2.5360721461474895 2.2656890396028757 37.829993827268481 5.7935297265648833 227.23730896011693
leaf_count=7 30 34 4 189 68 35 25 160 75 13 39 36 41 37 41 42 19 31 35 26 4 23 9 27 22 27 19 167 20 1595
internal_value=0.000337002 -0.00595694 -0.00257631 -0.00750382 -0.000372154 0.00481515 0.000434125 -0.00364269 -0.0190193 0.000581236 0.000467318 -0.0126975 0.000630921 0.00028987 -0.00801202 -0.0162166 0.00162209 0.00367602 0.000989431 0.00423788 -0.0132876 0.000237768 0.000595089 0.00509348 0.00035225 -0.0111427 -0.0240042 0.000661472 0.000454831 0.000912919
internal_weight=373.629 5.67792 4.92254 4.29082 3.32838 2.85949 367.951 12.815 2.09924 355.136 349.929 4.29527 345.634 310.822 11.0221 5.95271 5.06942 34.812 26.0743 20.8972 2.13887 13.9214 299.8 15.3553 284.445 7.45135 4.80176 276.993 270.861 233.031
internal_count=2900 360 326 322 292 224 2540 242 82 2298 2273 49 2224 2070 147 83 64 154 115 84 45 58 1923 64 1859 55 46 1804 1782 1615
is_linear=0
shrinkage=0.0245507


Tree=304
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 0 1 0 0 0 1 0 1 2 0 2 0 1 0 1 2 0 1 0 0 2 2 1 2 0
split_gain=0.39609 0.597061 1.12287 0.927902 0.531286 0.67927 0.948033 0.877777 1.43674 2.08506 0.43 1.87146 0.651151 3.65328 1.80224 2.40154 2.93961 1.4382 1.86631 2.03416 1.39148 1.15256 3.03063 4.60814 3.90039 1.47813 1.86943 1.79843 5.41793 0.974721
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 34.997818021800008 0.49850303880000008 0.38733870245000007 0.54475913895000005 0.56793209785000009 0.56859076075000015 0.34193587020000005 0.4622167001000001 0.38906020780000011 36.372781240150012 0.52215502530000013 40.305698932850007 0.51243974730000008 0.38733870245000007 0.51700547890000015 0.38042274180000007 47.001379125850008 0.51401155655000019 0.37138109635000011 0.50356276755000018 0.50356276755000018 38.592454371550012 37.020641110850008 0.35877668335000007 41.986601436450009 0.48607826115000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 -8 -9 -10 11 -6 17 -14 15 -15 -17 18 20 -20 21 22 24 -24 25 26 -12 29 -29 -27
right_child=4 2 3 -5 10 6 7 8 9 -11 12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.030136116096821076 -0.0049308330922752082 -0.036593956177444618 0.014640588071430453 -0.029137152417449137 -0.00091792581616544425 0.022225658959597893 0.012173670983829521 -0.039314644935012542 0.041303534063625545 -0.028905439485112323 -0.0023831275717478011 -0.027937535169253784 -0.033443458022957187 -0.033848342925838944 0.00030671267290722777 -0.029735274639719991 0.024532991793599298 0.014279380923311465 -0.030535018286549719 -0.0014263138733320376 0.016821257665470487 0.012991205788184565 0.0081710103983927748 -0.035064490880894902 0.019489978087726532 -0.00067866028582261664 0.017260319965402268 -0.044900069544080441 0.0060234505798086443 0.0061214148879981285
leaf_weight=0.25324794650077764 2.9677071664482346 0.98216574668185819 1.0910757947713134 0.53385604989307456 20.969508664915342 3.0730012059211713 3.153997864574194 0.79506547749042544 0.64929550886154153 0.60495814701425843 6.3051030654460183 2.0867577809840432 2.4971441527595735 2.7085971473716191 149.27360803331248 1.2867753887549045 1.7359906699275596 6.395007111132144 2.7846470009535542 4.9138803631067276 4.4153867736458769 6.0411726627498856 3.2515264227986327 4.1604288592934608 8.6211477294564229 96.717857236741111 8.3202351182699186 2.5785256829112759 3.8660523518919945 18.609091334044933
leaf_count=1 26 57 7 103 245 10 12 9 1 50 36 30 68 22 1273 47 14 21 35 26 19 24 15 43 40 489 35 25 33 84
internal_value=0.000335614 -0.00975074 -0.0136253 0.000257824 0.000413846 0.00623761 0.0102424 0.00316522 -0.0106992 0.00743998 0.000230697 -0.00336339 0.000478442 -0.000794174 -0.000268191 -0.0152416 0.00143128 0.001611 0.00113608 -0.0119553 0.00175482 0.00133503 0.000873066 -0.0160977 0.00174045 0.000618566 0.00879187 -0.000363087 -0.0143514 0.000418596
internal_weight=371.643 2.86035 2.6071 1.62493 368.782 11.244 8.27632 5.20332 2.04932 1.25425 357.538 23.0563 334.482 157.502 155.005 5.73136 3.02277 176.98 170.585 7.69853 162.887 158.471 152.43 7.41196 145.018 136.397 14.6253 121.772 6.44458 115.327
internal_count=2900 168 167 110 2732 108 82 72 60 51 2624 275 2349 1424 1356 83 61 925 904 61 843 824 800 58 742 702 71 631 58 573
is_linear=0
shrinkage=0.0272097


Tree=305
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 1 2 2 1 2 0 0 0 2 1 2 2 1 0 0 2 0 0 0 0 1 2 1 2
split_gain=1.74905 2.61378 2.60785 1.93777 2.09523 2.95718 3.46732 3.59312 2.75696 1.65346 3.06522 2.83162 2.68061 3.44286 1.92613 1.83047 1.54709 2.84779 1.70639 2.16211 2.87867 2.5481 2.39704 3.15399 2.20164 6.48466 1.96021 2.64166 1.91195 1.93485
threshold=0.38906020780000011 41.919251152600005 0.51243974730000008 0.51929582950000019 0.50579323975000012 0.48607826115000008 0.35585760905000008 40.660558922250004 39.749124837650008 0.34632196640000007 42.686561923500008 0.51589772760000019 0.48077901860000011 0.47577916830000005 43.968221017800005 0.34587287805000005 38.238138001450004 37.962710038050005 0.39024280710000009 0.52428071015000011 0.53136133645000017 39.468990633150007 0.52646627350000019 0.52803808270000008 0.54910032635000017 0.55240861050000023 0.42194844465000009 49.700765821350011 0.45280081435000008 44.710446918150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 -7 10 12 -11 13 -3 -13 -12 17 -4 -18 21 22 -20 -21 -24 -22 -26 27 -27 -28 -30
right_child=2 9 16 -5 -6 8 7 -9 -10 11 15 14 -14 -15 -16 -17 18 -19 19 20 24 -23 23 -25 25 26 28 -29 29 -31
leaf_value=0.00043350388657520129 -0.0031534785738742944 -0.00026147335998480295 -0.00037751879730970055 0.0017889073602424422 -0.00067366378173626027 0.00058775969902719538 -0.0046231192462977419 0.00067727311834395068 0.0022536213687631575 0.00077551942331094729 0.00026489562195549776 0.00037091385440075371 0.0001270374388577431 -0.0033557464615824695 -0.0026429695716830093 -0.0018137662610564788 -0.0018441314031946493 -0.0037082670874145065 -0.0006194155439467184 -0.0037437956183123526 0.00065132521344319532 0.0025732890870194657 0.00096705398171695507 -0.0021486425662653494 -0.0043013803916581083 -0.003608860733381312 0.00061519849156681456 0.00097955540842965946 -0.00084853254933994543 0.00036407544930058469
leaf_weight=79.056165901012719 2.1658012755215159 4.8869454441592115 22.828925849054944 9.607886824756859 11.720766622573136 18.440669409930706 2.272279232973232 1.8772661872208116 14.083687655627726 31.922152203507721 39.979215409606695 3.2010618895292273 6.9046682715415946 7.0738625749945641 3.6452388633042574 3.7220804076641789 3.6250151470303527 2.2682698178105047 3.0572211369872075 2.4769478011876336 47.942586870864034 5.8613827005028725 5.056539084762333 5.4005754487589002 2.8639055732637635 2.6114279106259337 36.42208176292479 1.6430451236665247 22.185910474741831 20.211492026690394
leaf_count=398 57 52 372 31 59 72 35 11 53 150 276 15 25 60 42 22 17 33 15 38 198 40 33 59 28 33 160 16 316 184
internal_value=0.000144953 0.000305869 -6.06031e-05 0.000561127 0.00046857 0.000584252 0.000300912 -0.00222521 0.00130911 -3.93752e-05 -0.000324444 0.000420685 -0.00127952 -0.00209149 -0.0012338 8.7854e-05 -2.42878e-05 -0.00067855 7.87515e-05 0.000123511 4.11768e-05 0.00147886 -0.00123605 -0.000642047 0.000164568 -0.000106981 3.76174e-05 -0.00183685 0.000138796 -0.000270464
internal_weight=425.015 238.394 186.621 137.059 127.451 115.73 83.2057 4.14955 32.5244 101.335 62.5668 38.7685 18.8655 11.9608 6.8463 43.7013 184.455 25.0972 159.358 155.733 146.815 8.9186 12.9341 10.4571 133.88 85.9379 83.074 4.25447 78.8195 42.3974
internal_count=2900 1301 1599 659 628 569 444 46 125 642 435 207 137 112 57 298 1542 405 1137 1120 1065 55 130 92 935 737 709 49 660 500
is_linear=0
shrinkage=0.00283508


Tree=306
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 1 1 1 1 0 1 0 1 0 1 0 0 2 2 2 2 0 1 1 0 1 0 1
split_gain=0.353344 1.15328 0.852424 0.42736 1.49479 2.74938 1.02548 2.17507 2.50072 1.12422 1.19429 3.97178 1.16711 1.56317 2.86062 3.18742 1.48885 1.55017 2.32591 3.897 2.49539 4.33218 1.28954 1.15241 3.54208 6.96927 2.05079 0.855928 3.5272 2.0988
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.60665848330000005 43.45354240915001 37.511241581900002 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44922307715000004 0.56915960600000015 0.43887907550000005 0.57507260265000015 0.4410796084000001 0.55041765215000005 0.56501302355000016 40.878805547300004 42.178283198950005 43.509905336500005 42.37975859965001 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.54475913895000005 0.41865513010000005 0.54017843775000018 0.41753240920000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 9 -8 -9 10 12 -12 13 16 -15 -16 17 23 19 -19 -21 -22 -14 27 25 -25 -26 29 -29 -1
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 -13 22 14 15 -17 -18 18 -20 20 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0003005460659200897 -0.033167163216503426 0.00078688866911879045 -0.025710149771569654 0.03034902133601991 0.014124131515398668 -0.028194257423334184 -0.0303857790919983 0.0069723351769659268 -0.026599316079977856 0.011872367508330366 -0.029154860640389774 0.0076947904997085514 0.0013480692747717066 0.0065450019806727947 -0.042903282918253925 -0.0046705504033050871 0.011443030721584429 -0.031001930166968325 0.0086138501125570498 0.011888572551693564 -0.038952119458538444 0.0029505241065220246 0.018284882750097219 0.017170699248354855 0.023140229767836418 -0.03622254258232796 0.0051928911660524104 -0.02594904682127672 0.0033876364432009693 0.016393493981077738
leaf_weight=253.69191164101358 0.73637332458747362 7.105939103406854 0.77280698651156843 0.66704047046368886 4.588049067533575 1.4875000061583703 1.9132186936913038 5.0740428253775463 1.700725167407654 4.9262232091277829 3.1710056196898213 3.5691587121691555 6.2396261040121299 3.6267784130759519 2.2151966355741024 2.8784729687031358 7.0620037484914056 4.0607178113423315 4.4761542947962871 3.8698343932628614 2.2653633542358875 3.779783415608108 4.4010264575481415 2.7415775591507581 5.9152607694268218 2.8753096191212535 9.5658701136708242 3.5212977633345854 7.090072937309742 4.7392859905958167
leaf_count=1638 23 175 129 18 34 59 55 40 82 20 50 25 27 33 23 37 27 72 27 13 21 39 14 12 17 33 34 81 27 15
internal_value=0.000303478 -0.0044922 -0.00181214 0.000417573 0.00639328 -0.0100694 0.000304193 -0.00782631 -0.00145543 0.000507947 0.000344135 -0.00964165 0.000545038 0.000288902 -0.00971808 -0.0212977 0.000565361 0.00031643 -0.0064175 -0.0112318 -0.00313481 -0.0127521 0.00835322 0.000744683 0.00613701 -0.0101615 0.0120505 0.000321822 -0.00634751 0.000595669
internal_weight=370.728 8.61512 7.87875 362.113 6.74259 2.15454 355.37 8.68799 6.77477 346.682 341.756 6.74016 335.016 324.375 8.72045 5.09367 315.654 308.592 18.4519 13.9757 9.91498 6.04515 10.6407 290.141 21.098 5.61689 15.4811 269.043 10.6114 258.431
internal_count=2900 327 304 2573 111 77 2462 177 122 2285 2265 75 2190 2149 93 60 2056 2029 172 145 73 60 41 1857 96 45 51 1761 108 1653
is_linear=0
shrinkage=0.02396


Tree=307
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 0 2 2 2 2 2 1 0 2 1 1 1 0 2 0 2 1 2 2 1 1 0 0 2
split_gain=1.23059 3.57074 2.05263 1.57229 1.92932 1.96035 1.44034 1.29873 2.22834 1.27433 1.58754 1.52815 2.46055 2.90042 2.48138 1.93359 2.3244 2.25533 1.63303 3.51724 1.73994 1.36872 1.30384 1.24615 1.24477 1.23496 1.2119 2.49824 1.41568 1.10966
threshold=0.39167988980000007 0.39388042275000007 0.51243974730000008 0.47886290830000006 0.47814436690000012 40.259171735100004 0.47727612945000003 44.269496632500008 47.001379125850008 43.162556114600001 43.57842012870001 41.24714903835001 0.34554354660000003 0.48271009850000007 39.749124837650008 0.34569324270000007 0.3459626957000001 0.34536391125000004 0.50300889195000009 42.564639561200003 0.50579323975000012 39.344049039350004 0.34512439750000007 41.986601436450009 42.072181850200003 0.34524415440000006 0.35675578575000005 0.47706655490000011 0.4622167001000001 38.771633980050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 25 9 -9 11 -11 12 22 -14 21 17 -17 23 19 -18 -20 29 -5 -13 -8 -1 27 -27 -28 -15
right_child=1 2 -4 7 5 -7 24 8 -10 10 -12 15 13 14 -16 16 18 -19 20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=8.4890159283251379e-05 -0.0035990962493653604 -0.0034582077567504275 2.9224197675221461e-05 0.00084297561411272035 -3.5114042757161019e-06 -0.0032588102644084431 0.0015262074349015678 -0.0028681139019492603 0.00032338699901327352 0.0023711195277253917 0.00037600284796807272 0.00084606205116516842 -0.0019715988010905925 0.00017731383378437855 0.001598856897836301 0.0017405334248291199 0.0003233567322912551 -0.0026623960365974135 0.0026285406484948806 -0.0029144806698506113 -0.00018065335757301641 -0.0013509981879743908 0.002571808110545915 -0.001323834651480304 -0.00015822854765527262 -0.0036992383220646736 -0.0016616531357202984 -1.3436521055240987e-05 0.0014920232820298336 0.0016500956769678722
leaf_weight=52.001768358983099 2.7397678056731811 1.660226467065512 159.06116474192822 7.999101601541045 3.6838162690401068 3.5237075872719288 10.963416740298273 2.9902898091822845 7.4019792936742306 7.9071134179830533 7.629112996160984 5.952509976923464 4.5554883927106848 32.153692234307528 17.542793896049261 9.4465621560811979 10.172077968716623 4.869835600256919 3.6421559900045377 4.8111268356442443 5.2270503900945187 4.8723563998937598 9.0540472343564016 4.5432301834225655 6.9969109483063212 3.5658210050314647 2.4978768173605204 3.5955670922994614 3.112523396499455 5.8933826088905326
leaf_count=428 56 47 1424 30 14 36 35 39 42 24 29 20 22 136 75 28 39 30 17 27 31 23 28 23 31 71 43 16 17 19
internal_value=0.000142933 -6.70108e-05 -6.80042e-06 0.000282094 -4.67197e-05 -0.001595 8.81621e-05 0.000470867 -0.000594941 0.000546591 0.00139141 0.000446194 0.000705957 0.000429271 0.000610163 8.11429e-06 0.000430602 -0.000907465 -8.81863e-05 -0.000716317 0.000972947 0.000206046 0.00176087 -9.32086e-05 0.000869992 -0.000128623 -0.000997964 -0.00184868 8.79354e-05 0.000405444
internal_weight=410.066 163.461 160.721 246.605 89.9414 7.20752 82.7339 156.664 10.3923 146.272 15.5362 130.735 82.0709 65.0177 60.4622 48.6645 33.299 15.3656 23.8524 14.9832 8.86921 42.9194 17.0531 10.4957 17.9603 64.7736 12.7718 7.16139 5.6104 38.0471
internal_count=2900 1527 1471 1373 691 50 641 682 81 601 53 548 333 275 253 215 142 73 114 66 48 178 58 43 66 575 147 87 60 155
is_linear=0
shrinkage=0.00312018


Tree=308
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 1 2 2 1 2 0 2 1 2 1 1 2 1 1 0 2 0 0 0 2 0 0 1 2
split_gain=0.349899 2.97597 0.926397 1.02727 2.60246 0.695787 2.41159 1.79489 3.77478 1.50747 1.45923 2.05956 3.66751 3.53489 2.96699 1.99696 2.13037 1.99917 1.87051 5.88385 1.69884 2.3145 2.14265 1.78151 6.85217 3.99061 1.95919 1.56155 2.82322 2.11582
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.51401155655000019 0.51243974730000008 0.39584144190000009 0.39971857130000005 37.858673296900008 43.633733172900008 0.4019490434500001 41.792045663550006 0.55754318735000019 44.269496632500008 0.43625939340000008 45.90502654165001 0.41753240920000007 0.40621538280000008 41.322103772800006 0.43706775245000007 0.44578006650000007 0.57944372925000021 41.134354310300004 0.62143349005000015 0.55671985870000007 0.54749857790000023 39.420767558750008 0.55980359870000018 0.56704889075000009 0.45521092180000006 38.938637541200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 -7 -9 -8 15 12 -12 -13 -14 16 -11 20 -15 -20 21 23 -22 24 -17 -26 -25 28 -28 -29
right_child=1 2 5 -5 -6 6 9 8 -10 10 11 13 14 18 -16 17 -18 -19 19 -21 22 -23 -24 26 25 -27 27 29 -30 -31
leaf_value=0.00098514341757794982 -0.029916520995761954 -0.028552023416310725 0.0080274237259995804 -0.03506556635036101 0.032186542326684012 0.0078173253531667753 0.017695352239029332 -0.034627759049950781 0.0024202414389459326 -0.0032327922247330524 0.016188341201776851 -0.034614904165634786 0.0061871979718621491 0.021814337151762085 -0.033042920527227737 0.0020269031517949321 -0.036939984058188283 -0.017979699713600979 -0.040641808586831349 0.0028193322972064703 -0.030619934944339327 0.022821600896487364 0.0046256593927199224 0.020590926776400637 -0.012987695608765613 -0.065713128097925275 -0.018981224507398753 -0.014300330085899421 0.012426549855265806 0.014021485245477295
leaf_weight=223.55924335634336 2.3701398218981913 1.1745028500445185 7.3137019574642173 1.0846940183546392 0.83614774793386448 2.2824040204286558 3.5126271229237309 4.4355254136025906 3.3365675173699856 2.9487260058522216 15.832154087722303 2.0023696226999155 3.5888174995779982 2.8379388749599448 2.125300488434732 16.528754203580323 2.3194167234469205 4.4981590661918736 2.3365050796419409 28.038219557143748 2.6271757986396542 3.3697444126009932 2.1894984238606412 4.5661505656316903 2.254565459676086 1.7774948589503763 5.2316116895526665 2.31963975529652 3.1898204875178635 8.5880728382617217
leaf_count=1373 56 47 41 25 3 20 17 53 27 15 65 28 20 8 52 67 33 47 23 340 147 10 168 24 33 15 41 45 20 37
internal_value=0.000331492 -0.000672722 -0.000188519 -0.0144272 -0.00329333 0.000126178 -0.000309174 -0.0126983 -0.018723 0.000706178 0.00020541 0.00325856 0.0096664 -0.00066207 -0.00840399 -0.00257145 -0.0180731 -0.00114226 0.00138492 -0.000523815 0.000296452 0.00179656 -0.0145985 0.000202876 -0.00547567 -0.0362312 0.005089 0.00142696 -0.00708477 0.00799855
internal_weight=369.076 145.516 143.146 3.09534 2.01065 140.051 132.737 10.0545 7.77209 122.683 119.17 56.7613 21.5463 35.215 5.71412 62.4088 5.26814 57.1407 33.2127 30.3747 52.6425 47.8259 4.81667 44.4561 20.5608 4.03206 23.8953 19.3291 8.42143 10.9077
internal_count=2900 1527 1471 75 50 1396 1355 100 80 1255 1238 536 137 399 72 702 48 654 371 363 607 292 315 282 115 48 167 143 61 82
is_linear=0
shrinkage=0.0263131


Tree=309
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 2 2 1 1 1 1 1 0 1 0 2 1 1 0 0 2 2 2 0 1 1 1 1 0
split_gain=0.410557 1.2513 0.344249 1.03258 0.771639 0.389199 1.21241 2.38363 0.93881 1.96528 2.21889 0.924551 1.05086 3.624 1.01071 1.2957 2.48575 2.53774 1.13774 1.31516 1.95382 3.34951 2.10042 3.66239 0.997364 2.90312 6.08802 1.63915 0.772934 2.86327
threshold=0.30949672165000003 0.37331217625000007 0.62406814170000013 0.47777012665000013 0.68186581240000022 0.60665848330000005 43.45354240915001 37.511241581900002 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44922307715000004 0.56915960600000015 40.922041107600009 0.43887907550000005 0.4410796084000001 0.55041765215000005 0.56501302355000016 40.878805547300004 42.178283198950005 43.509905336500005 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.4211999641000001 0.41865513010000005 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 7 -7 11 -10 -11 12 14 -14 15 18 -17 -18 19 24 21 -21 -23 -24 28 26 -26 -27 -2 -30
right_child=2 -3 3 4 -6 6 -8 -9 9 10 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 22 23 -25 25 27 -28 -29 29 -31
leaf_value=0.011378974733938018 0.00068905677846749127 -0.028337348612485474 -0.035801482622055118 0.00047308675879244229 -0.028168573528935058 0.031427499753638247 0.014483977757341162 -0.030633073783232139 -0.033115869784945642 0.0067370840478245889 -0.029084901304187925 0.012104026824898246 -0.031660931338745937 0.008028388911689114 0.0087340466210310309 0.0074258399443706373 -0.00040842621889168205 -0.038564490816013 0.011322414484796067 -0.033105924978084511 0.008737217073664821 0.012013515417084368 -0.041047748689931808 0.0023111862999270465 0.017834165662447759 0.021779582239846756 -0.038602159626257591 0.0042959817573191362 -0.027001204597784541 0.0029078251703557644
leaf_weight=0.98260805569589083 255.53006650359021 1.2624879069626329 0.69074191173421962 7.1584886463242583 0.72119943931465957 0.63973475890816089 4.4865913115208969 1.3216817824286407 1.7623303795116934 5.0717936912551522 1.5795568198373073 4.7881955578923217 2.9525389194022855 3.5045375193003565 10.384333936497567 3.4118839857401309 2.1583145661279559 2.7754449136555195 6.7966439495794466 3.6606219620443907 4.3642333680763832 3.7422580868005735 2.1179165840148926 3.7764933458529413 2.673137889243665 6.9653387814760199 2.6525460858829319 8.0541666522622091 3.2868482912890595 6.9305772632360458
leaf_count=11 1538 104 23 175 129 18 34 59 55 40 82 20 50 25 41 37 19 37 27 72 27 13 21 39 12 21 33 30 81 27
internal_value=0.000296705 -0.0109548 0.00036611 -0.00486068 -0.00214838 0.000492158 0.00691714 -0.0103914 0.000373432 -0.00833562 -0.00176989 0.000588614 0.000424385 -0.0101198 0.000631153 0.000367295 -0.00989487 -0.0218728 0.000643077 0.000404122 -0.00658533 -0.0116143 -0.00345035 -0.0132681 0.000835606 0.00646747 -0.0102749 0.0124041 0.000404439 -0.00671362
internal_weight=366.203 2.2451 363.958 8.57043 7.87969 355.388 6.44801 1.96142 348.94 8.41368 6.65135 340.526 335.738 6.45708 329.281 318.896 8.34564 4.93376 310.551 303.754 17.6615 13.2973 9.63667 5.89441 286.093 20.3452 5.32568 15.0195 265.747 10.2174
internal_count=2900 115 2785 327 304 2458 111 77 2347 177 122 2170 2150 75 2075 2034 93 56 1941 1914 172 145 73 60 1742 96 45 51 1646 108
is_linear=0
shrinkage=0.0263922


Tree=310
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 0 1 2 0 2 2 2 0 2 1 2 2 2 0 2 1 1 1 2 2 2 2 0 0
split_gain=0.353517 1.12556 0.336983 1.293 0.883631 1.94495 1.6115 3.00175 1.5483 1.92899 1.13805 0.604351 1.92094 1.75576 0.835002 1.41839 1.14062 1.21585 1.00317 0.931766 0.886014 1.61676 2.15365 0.660363 1.39205 0.653687 2.09895 1.21727 3.02759 2.0527
threshold=0.30949672165000003 44.921040431000009 48.988717865950008 48.852845034800005 0.61802041855000012 0.66697104880000013 0.55671985870000007 0.31100865245000009 50.264779514000004 0.47648274005000008 50.264779514000004 45.673096293200011 47.480720532750006 0.54191491270000014 45.027406014450008 0.47976108500000009 44.527357125550004 44.758188263300006 37.272044000450002 0.62406814170000013 43.874475754150005 0.34581299960000006 0.4019490434500001 0.41808628485000005 47.001379125850008 43.542456167850005 43.411469133450005 42.718072821900002 0.47886290830000006 0.51818807820000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 6 -6 7 -4 -9 -10 -8 14 23 -14 15 16 20 -18 19 -17 25 -22 -23 24 -13 26 27 -2 -29 -30
right_child=2 -3 4 -5 5 -7 10 8 9 -11 -12 12 13 -15 -16 18 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.030289179471667968 0.0010279136463973771 0.011593278838872866 0.0098011116904479466 0.014123619035147949 -0.041722017941276821 0.01211777687228313 0.022019315847846384 -0.043126180024174156 0.038018609664525471 -0.032836799032993497 -0.0014417812092180288 -0.036467164193182543 -0.007957813841334687 0.014246961718511995 0.011786615184549275 0.030706941901574743 -0.029307297749517559 0.0010557854727487935 -0.022720837655486048 -0.030481859428599562 0.019245805629876996 -0.015326937958858644 0.012749435989478254 -0.0065980066307126809 -0.0027201301858174607 -0.0079237581145232532 0.019544174220985019 -0.024518900585698698 0.0050090220469373387 -0.014612788600154176
leaf_weight=1.1701303189620369 251.41636436744011 0.96488067507743824 3.0744598731398565 5.682958621531724 1.3815720351412886 0.9220077849458902 3.0107597168534994 2.2818745900876825 0.53414011001586892 0.77770076063461602 3.9259344604797661 2.5738694593310383 6.0677258335053903 5.6839097905904055 5.4214976113289586 0.62929088878445227 2.148318358231335 2.1999283763580024 3.5085332535090856 0.30426859547151253 5.9776756446808568 4.1187014840543252 4.9670130629092455 3.6548941805958748 1.6551629919558761 7.3816034449264398 4.8039762740954748 5.4420922643039402 15.47662800177932 6.1359354276210061
leaf_count=107 1573 8 13 22 22 40 19 27 1 51 69 52 36 41 38 28 28 18 224 81 20 26 30 37 20 51 22 75 68 53
internal_value=0.000286215 -0.0113611 0.000355069 0.000543305 -0.0037301 -0.0201726 -0.000946045 -0.0110233 -0.0288388 -0.00398672 0.00874113 0.000316027 -0.00457264 0.00278196 0.000616065 0.000423508 0.000654261 -0.0139456 -0.0156836 0.0107641 0.000861914 0.00765065 2.19612e-05 -0.0155353 -0.0232592 0.000510085 0.000729855 0.000405284 -0.00538076 -0.000561727
internal_weight=363.294 2.13501 361.159 345.25 15.9084 2.30358 13.6049 6.66818 3.59372 1.31184 6.93669 339.567 19.6356 11.7516 319.932 314.51 310.068 4.34825 4.44209 0.933559 305.72 15.0634 9.08571 7.88393 4.22903 290.657 283.275 278.471 27.0547 21.6126
internal_count=2900 115 2785 2543 242 62 180 92 79 52 88 2521 186 77 2335 2297 1964 46 333 109 1918 76 56 109 72 1842 1791 1769 196 121
is_linear=0
shrinkage=0.0287079


Tree=311
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 2 2 1 2 2 0 0 2 0 1 2 0 2 1 1 2 1 1 0 0 0 0 0 2 2
split_gain=1.70912 4.01918 1.98677 1.96659 1.84486 2.73789 2.3391 3.74165 3.39015 2.70656 2.21275 3.6644 1.63726 3.75671 1.89784 1.95076 2.61908 1.48337 1.58136 6.76157 3.51364 3.05366 3.71868 6.77075 2.42252 2.62538 2.33381 6.14608 1.61521 1.51501
threshold=0.39167988980000007 0.39388042275000007 41.919251152600005 0.52366695610000014 0.34632196640000007 42.686561923500008 42.773538294100007 0.34587287805000005 42.988308018450006 43.061965423550006 0.48077901860000011 0.47577916830000005 43.509905336500005 0.47997065955000012 0.34193587020000005 48.315732392000008 0.37331217625000007 37.186372654950006 0.39971857130000005 0.39584144190000009 43.633733172900008 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.53321756835000012 0.53839705400000015 0.54910032635000017 0.55240861050000023 41.590548329450009 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 10 -7 8 -8 -10 11 -4 13 -11 15 16 -14 -5 19 -19 -21 -20 23 -23 -24 -26 28 -28 29 -27
right_child=1 3 4 17 -6 6 7 -9 9 12 -12 -13 14 -15 -16 -17 -18 18 21 20 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.00045823049817688452 -0.0029920978657332091 -0.0017730369531018619 -5.1071883200419395e-05 -0.00083775163879856089 0.00041347346247304605 0.0019841489901981871 -0.0025572321478908428 -0.0029355214567074639 0.0027952525434645444 -0.0035553311137039101 2.4741248446038532e-05 -0.0030657451833253084 0.0017032335257468325 0.00085935183352302833 0.0011874165385953863 0.00036650739177659865 -0.0030034052406064217 0.0012789994396123923 0.0016643415322191832 -0.003471787660443146 -0.00019819633080422991 0.0023183401534005916 0.0026189524989486709 -0.0034577815031020813 -0.0026153660118361562 0.0010722265960635335 -0.0040842271908080388 9.8469579502343974e-05 0.0018346352522620722 -0.00034605761274599981
leaf_weight=149.14289280562662 3.1225224044173947 4.1922210576012722 4.5617234017699975 12.282300705148371 41.238569072913378 3.8747763931751242 2.9809036636725059 2.9693557769060126 2.7664678916335097 2.4516083756461766 6.8132841587066642 6.745356272906065 1.0855532288551355 2.7719477117061615 11.149345409125088 10.172484509646891 3.0122070191428065 6.8727797232568291 8.9125346560031158 5.4025019295513612 3.7483021300286055 1.9232979249209154 2.7243483685888341 4.7585784830152988 2.2870967090129843 11.66092655062676 2.4441074356436721 79.359400839544833 7.9057958647608748 9.0119333416223508
leaf_count=718 56 75 52 278 220 18 29 20 11 48 25 60 8 9 41 43 71 30 32 57 27 7 28 57 17 37 22 744 25 35
internal_value=0.000131719 -7.2396e-05 0.000266809 -1.66308e-05 -1.14644e-05 -0.000297078 5.82107e-05 -0.000131388 9.74208e-05 0.000334277 -0.00114479 -0.00184951 0.000112099 -0.00121262 0.000384321 -0.000243138 -0.00175655 2.95935e-05 0.000102057 -0.000668325 -0.00213088 0.000196297 8.91173e-05 -0.00179519 0.000198228 0.000139695 0.00019678 -2.65001e-05 0.000835895 0.000453953
internal_weight=418.345 166.609 251.736 163.486 102.594 61.355 43.2346 39.3599 36.3905 33.4096 18.1204 11.3071 30.6431 5.22356 25.4196 14.2702 4.09776 159.294 147.012 16.0236 9.1508 130.988 122.075 6.68188 115.394 112.669 110.382 81.8035 28.5787 20.6729
internal_count=2900 1527 1373 1471 655 435 298 280 260 231 137 112 220 57 163 122 79 1396 1118 114 84 1004 972 64 908 880 863 766 97 72
is_linear=0
shrinkage=0.00259795


Tree=312
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 1 1 2 1 1 0 0 0 1 1 2 2 0 1 0 0 1 0 2 0 1 1 1 0
split_gain=1.91115 3.82362 2.79432 2.23525 1.53899 1.41224 1.61467 4.0751 3.67606 2.60769 3.59762 5.1762 2.50201 5.79782 1.48017 1.50845 4.10834 2.29407 1.37796 1.36065 2.06753 1.61435 1.32893 2.5943 2.09577 1.91575 1.58028 1.28468 1.92408 2.32095
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.34524415440000006 0.52366695610000014 37.572218886150004 0.39971857130000005 0.39584144190000009 43.633733172900008 0.40367054880000008 0.41640968835000008 0.52803808270000008 0.54910032635000017 0.55240861050000023 0.39772761295000009 0.46208197360000008 34.542090938800008 36.735256530150004 0.54384599265000022 0.35675578575000005 0.47706655490000011 0.4622167001000001 0.48627286610000009 0.61532588845000014 45.027406014450008 0.63075955810000017 0.42970270350000012 0.48363821445000005 0.46613873835000008 0.58736265385000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 14 7 -7 -9 -8 11 -11 -12 -14 -6 16 18 -17 -16 20 -5 -21 26 -24 -25 -26 -15 28 -28 -30
right_child=1 4 -4 19 5 6 9 8 -10 10 12 -13 13 22 15 17 -18 -19 -20 21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=9.5498822391211404e-05 -0.003552665623287161 -0.0020178618344454322 0.00054634721147806572 -0.003705307171878829 0.00072691354213004142 0.0010783005476659136 0.0018594986534383664 -0.0039801691049093021 0.0001159617541398553 0.0021146226165174677 0.00096114043280852153 -0.0040355629962210105 -0.0047557190008696727 -0.0016029486805929627 0.0028742334565330374 -0.0033913638077126204 -0.0040420270810040005 0.0025447682461517984 -0.0011161887103979099 -0.0019546528031791801 -0.00046177668515537997 0.0012648444896138596 -0.0034404984404109509 -0.003425658817598046 0.0026000655131601953 -0.00047827836739681187 0.00051758000970017362 0.0020021412380874914 -0.0038606305019000431 -0.00011630698233603853
leaf_weight=53.655002985848114 2.9114340497180811 3.5012417403049758 186.82844856753945 3.9292646229732764 3.990498434752225 6.0505718085914841 8.7191964369267208 4.7896349132060987 3.6070094536989927 1.8438321808353055 32.634527605958283 4.2410682952031493 2.3826219439506522 3.9111449066549531 1.3045964874327167 0.92925221938639824 4.5505791890900582 1.7872326975921167 2.1551252483623102 2.6971620058175176 3.4801507890224457 3.1954508982598782 2.7408002783777183 1.5089716530637804 2.7588671110570413 6.0878982502035797 46.727934872731566 4.3963226564228526 2.1177874822169533 5.8463138081133366
leaf_count=428 56 75 798 71 24 29 32 56 27 8 140 54 22 39 4 131 76 26 49 43 16 17 107 126 10 99 245 16 24 52
internal_value=0.00018801 -7.25969e-05 0.000353845 -0.000183289 -8.70615e-06 3.6654e-05 0.000131346 -0.000838981 -0.00222056 0.000242677 0.000122391 -0.00217195 0.000248036 -4.85013e-05 -0.000866462 -0.00145922 -0.00212843 0.000514143 0.000388525 -0.0013078 -0.00218184 -0.000208781 9.88851e-05 -0.000789324 -8.76516e-05 0.000481704 0.000283529 0.000408398 0.000280287 -0.00111199
internal_weight=415.28 161.494 253.785 66.957 158.583 155.082 140.365 14.4472 8.39664 125.917 117.198 6.0849 111.113 78.4787 14.7173 10.7268 8.0103 2.71648 3.45972 13.302 7.40942 5.89261 76.096 13.0965 10.3557 8.84677 62.9995 59.0884 54.692 7.9641
internal_count=2900 1527 1373 575 1471 1396 1086 112 83 974 942 62 880 740 310 286 129 157 53 147 87 60 718 342 235 109 376 337 321 76
is_linear=0
shrinkage=0.00306446


Tree=313
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 2 2 1 2 0 1 1 0 0 2 2 1 2 0 2 1 1 0 1 0 0 2 0 2 2
split_gain=0.335887 0.598061 0.941735 0.686454 0.544724 2.51388 2.31466 1.27007 3.84643 2.22136 2.09616 1.101 1.0166 0.997335 1.19875 0.456176 2.91103 1.09411 0.83581 0.707156 0.500208 0.494577 3.58745 0.94165 0.863363 1.22087 1.26216 1.09306 0.741854 0.604518
threshold=32.785955158400007 0.51700547890000015 0.52428071015000011 0.42646926740000007 36.514114975300011 37.020641110850008 36.372781240150012 0.38780276035000005 34.997818021800008 0.50749977545000013 0.36543816055000006 0.38733870245000007 0.49320379630000005 0.54475913895000005 33.151194885250007 37.858673296900008 0.37668033890000002 37.511241581900002 0.54384599265000022 38.052786106700005 0.40850573335000007 0.34307356065000005 0.4588185982500001 0.34392682850000006 0.42646926740000007 0.3972336157500001 41.495754733000005 0.39672464895000009 48.919835655300012 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 11 7 9 13 10 12 -6 -2 -9 -15 16 -7 18 -18 -17 -19 22 24 -23 25 27 -27 28 -21 -25
right_child=4 2 -4 -5 5 15 -8 8 -10 -11 -12 -13 -14 14 -16 19 17 20 -20 21 -22 23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.004427735712032841 -0.0014062555519146992 0.017606224493596567 -0.029775453884878997 -0.039147858815337944 -0.031001299708064246 0.01983097967991073 0.030736362745362508 0.01636882657337882 -0.036283517004436001 0.022834119930383381 -0.020079046426773293 -0.0071571463288523443 0.018257747242327718 0.013463425068412855 -0.031126001425579013 -0.013490500120257192 -0.028052255159125277 0.013311596743065349 -0.002927862941519083 0.0013370739716410773 -0.0062977928365863193 0.01548506323394043 -0.030429641735282689 0.0037978175703492116 0.0087369182037739298 -0.00032024875739344682 -0.039046529543588282 0.017441271463744461 -0.019357763612143381 -1.3196604938760082e-05
leaf_weight=0.43463314976543121 4.8904778957366997 1.0198005884885786 0.48066075734095637 0.79932679352350533 2.6836593346670261 6.1475407136604181 2.348432165948906 3.0140301659703246 2.4727245939720888 4.4512958228588095 3.0809541419148436 3.4430807587341405 3.5221211463212967 0.91050871415063717 0.96956299274461344 2.903570399619638 2.097278378903864 2.2926798760890961 2.028616220864933 4.7106664176099056 1.8151526888250371 3.2948822751641265 3.3179120095446697 37.243832932144869 7.0833419039845458 1.266050532460212 1.3589400583878157 2.3885883986949921 1.8903623670339582 250.02526917093201
leaf_count=37 46 5 104 22 18 33 12 11 69 13 16 42 13 8 52 24 14 12 29 110 32 11 38 231 41 10 36 7 13 1791
internal_value=0.000336368 -0.00940767 0.00242788 -0.0237994 0.000410042 0.000110733 0.00432916 0.00166888 -0.00791427 0.00609649 -0.000385772 -0.0176015 0.00682652 0.00641917 -0.00953158 0.000439711 0.00530041 -0.00554854 -0.0156991 0.000218136 0.00464668 0.000345476 -0.00368726 0.000651035 0.00105811 -0.00362492 -0.0203686 0.00126427 -0.00458939 0.000480893
internal_weight=364.386 2.73442 1.50046 1.23396 361.652 335.991 25.6601 23.3117 7.36683 15.9448 11.4936 6.12674 8.4126 4.8941 1.88007 329.865 14.3813 8.23373 4.12589 315.483 4.10783 312.58 22.0159 290.564 18.6979 11.6146 2.62499 8.98962 6.60103 287.269
internal_count=2900 168 109 59 2732 2492 240 228 140 88 75 60 59 71 60 2432 120 87 43 2312 44 2288 255 2033 217 176 46 130 123 2022
is_linear=0
shrinkage=0.0279068


Tree=314
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 1 1 0 2 2 1 1 0 0 0 0 1 1 2 2 0 0 2 1 0 0 1 1 1
split_gain=0.320588 1.14271 0.328143 2.7251 0.778894 0.940333 0.560622 2.14038 1.60612 2.47605 1.30034 1.64437 2.27512 4.27052 2.23286 2.09406 3.1482 4.13565 1.39608 3.31387 1.28866 1.2657 4.55394 2.50266 0.863177 1.21552 1.1766 1.11667 3.74577 1.82862
threshold=0.30949672165000003 0.37331217625000007 0.39167988980000007 0.39388042275000007 0.52366695610000014 0.39971857130000005 0.39584144190000009 0.39971857130000005 0.53484925600000011 37.858673296900008 37.572218886150004 0.40367054880000008 0.41640968835000008 0.52803808270000008 0.5339660489000001 0.54017843775000018 0.54095685760000012 0.41917906650000009 0.46208197360000008 34.542090938800008 36.735256530150004 0.54910032635000017 0.55240861050000023 40.878805547300004 0.42970270350000012 0.55980359870000018 0.56276758185000009 0.43887907550000005 0.44489685935000006 0.45393850480000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 -6 8 9 -8 18 -12 13 -13 -14 -16 -17 -18 19 -9 -20 23 -23 -19 -24 -26 -27 -28 -29 -30
right_child=2 -3 3 4 6 -7 7 10 -10 -11 11 12 14 -15 15 16 17 21 20 -21 -22 22 24 -25 25 26 27 28 29 -31
leaf_value=0.011354571478669315 0.0010066496993072845 -0.028947221606613491 -0.030453453633374823 0.0014855975409600465 0.0074333599686925347 -0.029467759336592517 0.007364634036998852 0.0056276946105417412 0.00075236848071345711 -0.032413127682410205 0.013496937282263439 0.018918461500125727 0.025314064539884159 -0.034480774669076467 -0.01694973071516484 0.031352309207365703 -0.040585044400895248 -0.0021812257563056593 -0.029741832562549225 -0.034722192134048167 0.021849690533532803 -0.042907642075659815 -0.012526619337298601 0.017742028007743431 0.011299772403249052 -0.013320185960682115 0.01149128836450628 -0.030917748098852438 0.011197039469250826 -0.0016881837825630322
leaf_weight=0.95648144185543005 220.48872846201994 1.1126508926972745 2.2099288245663038 1.4224917721003287 7.2266940213739863 1.4477544740075243 1.5718050692230443 2.7329525558743617 3.9700909573584795 4.2035985272377729 7.7152398359030476 1.6176337329670776 2.7880802724976084 3.3881209334358573 4.640137853100895 2.5397067815065375 1.7291577905416478 9.0857718288898486 0.46139677710016247 3.2666065252851695 1.519925740198232 1.7665013521909703 3.2381123192608348 9.3556088842451555 8.4912480413913709 4.2732395920902482 6.9802629109472027 2.7131171263754359 11.174134030938147 28.817151981173083
leaf_count=11 1258 104 56 12 41 63 17 53 25 58 32 8 31 54 28 6 17 35 131 71 26 17 36 31 42 23 29 22 61 502
internal_value=0.000295269 -0.0103172 0.000356125 -0.000665871 -0.000189325 -0.0141273 0.000106428 -0.000307112 -0.0124867 -0.0215874 0.000696286 0.00145878 0.000553528 -0.0172246 0.00146541 0.00076405 0.00167566 0.00081551 -0.00984307 -0.0163418 0.00983541 0.00164895 -6.71997e-05 0.00792616 0.00108489 0.00179067 0.000294247 0.00146519 -0.000173633 0.00191213
internal_weight=362.904 2.06913 360.835 140.346 138.137 2.87025 135.266 128.04 9.74549 5.7754 118.294 110.313 102.598 5.00575 97.5922 94.8042 90.164 87.6243 7.98088 5.99956 1.98132 85.8951 67.4538 18.4414 65.6873 62.4492 53.9579 49.6847 42.7044 39.9913
internal_count=2900 115 2785 1527 1471 75 1396 1355 100 75 1255 974 942 62 880 849 821 815 281 124 157 798 732 66 715 679 637 614 585 563
is_linear=0
shrinkage=0.0270383


Tree=315
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 2 0 0 0 2 2 2 2 1 1 2 0 1 0 2 1 0 2 2 2 2 1 1 1
split_gain=0.299133 0.646505 1.14095 1.11714 0.806677 0.778123 0.284023 0.524945 0.625722 0.568955 0.981197 0.451832 1.99566 1.20241 0.852943 0.848272 3.12244 1.90029 1.66211 0.867846 0.659399 0.432788 3.02051 0.739713 2.5808 0.623437 3.2423 2.60498 2.38071 1.27891
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 45.027406014450008 32.785955158400007 0.51700547890000015 0.42646926740000007 0.52029879345000019 30.509590007400003 36.514114975300011 37.020641110850008 36.30367149775001 0.38733870245000007 0.38780276035000005 34.997818021800008 0.50749977545000013 0.36543816055000006 0.49320379630000005 33.384956903900012 0.34193587020000005 0.4588185982500001 41.902916368500009 44.921040431000009 39.468990633150007 39.788107623550012 0.3459626957000001 0.34524415440000006 0.44705248345000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 8 -1 -9 -11 13 14 15 -13 17 20 18 19 -8 -17 22 23 -14 -25 27 28 -23 -27 -29
right_child=1 -3 -4 4 -6 -7 11 9 -10 10 -12 12 21 -15 -16 16 -18 -19 -20 -21 -22 25 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0029992853154592798 -0.027907527597323217 -0.024247756197310778 0.025799094747703057 -0.021882993565142197 -0.028292200357837177 0.0091437128357048474 -0.00095742629464106799 0.025290615316994006 -0.029636965426174264 0.010045437879404881 -0.033642591545535581 -0.020937479198561482 0.0060853925910369245 0.017328260977118096 -0.0047397941325495732 0.014097846530722258 -0.027715680301389701 0.016606993641541244 -0.013435350915822914 0.013301107576242623 -0.0022954102630656802 0.012788506873021634 -0.029278224620711751 -0.025032628315451024 0.0012748632903137342 0.0035696697129984334 0.00065589505578421902 -0.0013892751045572623 -0.017373955143503882 0.007516452751805295
leaf_weight=0.43455736752366581 0.8580847313569383 0.69561851676553477 0.59946127142757166 0.44940421014325771 0.41206476444494899 2.2948633853811771 4.8687331173569017 0.36303797364234913 0.73526587372180074 0.64594187270267844 0.37939982861280441 2.7687065065838388 6.0684165349230232 2.498681853292509 3.3286712092813104 1.9882207554765035 1.9643682198366148 4.2459509894251815 3.2130801528692237 3.3503615185618401 2.6765338304685429 9.6859934977255744 1.8091969294473518 2.0781838356051585 10.460842497646807 3.6488891988992682 233.96501581778284 35.899647713871673 8.1813887469470483 9.4759918055497092
leaf_count=37 30 34 4 189 68 35 45 1 22 48 19 18 50 22 38 14 46 13 16 13 43 38 32 111 65 13 1494 216 54 72
internal_value=0.000210061 -0.00487007 -0.00194856 -0.00609204 -0.000161249 0.00406275 0.000286098 -0.00687258 -0.0175135 0.00209325 -0.00612013 0.000338099 0.0001255 0.00314383 -0.0120949 0.001555 -0.00491135 0.00428914 -0.000285754 0.0048548 0.00469176 0.000357427 -0.00268054 -9.44548e-05 -0.00308527 0.000563588 9.90204e-05 0.00263742 -0.0109142 0.000470547
internal_weight=360.045 5.3095 4.61388 4.01442 3.15633 2.74427 354.735 2.5582 1.16982 1.38838 1.02534 352.177 327.371 24.8059 6.09738 22.3072 6.62912 15.6781 11.4322 8.21909 4.66475 321.274 20.4166 18.6074 12.539 300.857 245.795 55.0616 11.8303 45.3756
internal_count=2900 360 326 322 292 224 2540 127 59 68 67 2413 2201 212 56 190 103 87 74 58 57 2145 258 226 176 1887 1561 326 67 288
is_linear=0
shrinkage=0.0215623


Tree=316
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 2 2 1 2 1 1 0 0 1 2 0 2 2 2 0 1 2 2 1 1 1 2 2 1
split_gain=1.34561 3.23646 1.81992 1.98492 3.30345 1.55493 1.52943 4.65683 3.19374 1.91294 3.60272 2.3067 2.83924 1.45839 1.43246 1.45181 1.67671 1.37296 1.30002 2.34385 2.55238 1.79886 1.67832 2.02729 1.28996 1.27588 1.75728 1.41748 2.77847 1.99187
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 0.3453339720000001 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007 0.52366695610000014 0.34530403280000005 39.646013290900008 0.46594413340000007 41.840895355800008 42.737166331000005 43.45354240915001 0.47886290830000006 0.3447651268000001 43.633733172900008 43.968221017800005 0.39971857130000005 0.34581299960000006 0.34608245260000009 43.124157941850008 42.564639561200003 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 9 8 -8 11 17 14 -13 24 15 16 -1 -11 -9 20 21 -20 -21 -24 -3 -7 -27 28 29 -28
right_child=1 13 3 4 -6 25 7 18 -10 10 -12 12 -14 -15 -16 -17 -18 -19 19 22 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00041827128529336332 -0.0034141118975934475 0.00026137846728613431 0.0017252355636349654 -0.002717783067249941 0.0008416225534044028 -0.00065818185855470322 0.00046397178999378158 0.0024019985004491476 -0.0033204488826784197 0.00094518540274184256 0.0028899899101481968 9.467360621529829e-05 -0.0033249817442168369 4.5072148315916641e-05 0.0016285571962767131 -0.00049902954203878073 0.0013883389391129534 -0.001312223845548787 -0.00051867777364380488 0.0025282300337747601 0.00033541775028841957 -0.0039054292974476656 -0.0022242515743823494 0.00045375092699644287 -0.00333624576824995 0.002254135992559172 0.0015665967312103711 0.0017184876674621549 -0.0014429550464618915 0.00033811631196239956
leaf_weight=7.6276904856786159 2.5450309813022605 1.5240098377689713 11.309593960642813 4.2736516650766116 5.2237998507916927 7.2942579239606848 2.834698698949067 2.0702729504555455 6.9127340260893106 6.3239187281578797 6.8475991301238528 5.2280179443769139 3.7650937438011169 151.29417977738194 6.5365317226387551 18.361434674821794 11.788891099393366 3.9434414179995656 2.343069105409084 3.0139846471138325 5.111076295375824 3.5649335207417607 2.8588141044601825 23.46544613968581 2.1890142075717449 5.7469480708241454 14.905785322189329 8.350427031517027 6.6308049857616416 58.973792396485806
leaf_count=99 56 12 38 54 24 31 25 9 66 32 23 52 21 1396 26 94 41 40 37 19 20 59 34 140 63 16 60 30 35 248
internal_value=0.000160832 -5.56934e-05 0.000299898 0.000558396 -0.000760034 0.000669001 4.11656e-05 -0.000348445 -0.00221988 0.000329822 0.00120316 4.9427e-05 -0.00133701 -5.52183e-07 0.000330789 0.000106243 0.000678623 7.81698e-05 8.15044e-05 -3.75336e-05 -0.00121821 -0.00256227 0.000405914 0.00016292 -0.0018596 0.000551775 0.000645062 0.000540998 0.00041887 0.000585972
internal_weight=402.859 157.552 245.307 122.709 9.49745 113.212 122.598 52.175 9.74743 70.4226 17.115 53.3077 8.99311 155.007 44.3145 37.778 19.4166 10.2674 42.4276 40.3573 11.0191 5.908 29.3382 26.3243 3.71302 101.902 94.6078 88.8608 80.5104 73.8796
internal_count=2900 1527 1373 536 78 458 837 409 91 428 95 333 73 1471 260 234 140 72 318 309 116 96 193 174 75 420 389 373 343 308
is_linear=0
shrinkage=0.0030025


Tree=317
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 2 1 0 0 1 0 0 0 1 2 1 0 0 0 1 0 1 2 1 0 1 2 0
split_gain=0.306483 1.31223 2.18229 2.20928 1.24822 1.04097 2.42668 0.912364 0.854532 1.76901 0.770081 0.695299 3.06131 2.65854 1.63315 1.69167 3.44978 1.39261 1.50455 1.4036 1.39201 1.00717 3.13217 2.13853 0.905868 2.17532 2.60111 1.97117 1.5186 1.2602
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.272044000450002 41.986601436450009 0.34988473400000003 42.34047585750001 0.34503457980000002 0.5317655160000001 0.62406814170000013 0.39584144190000009 0.53592706805000012 0.52898116820000018 0.53905571685000009 0.41917906650000009 38.994321257850011 0.39388042275000007 0.52366695610000014 0.52266399210000014 0.52772372085000019 0.38906020780000011 0.51929582950000019 0.38042274180000007 38.238138001450004 0.43166372265000008 0.56369569775000017 0.43625939340000008 38.771633980050005 0.56704889075000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 10 11 -7 8 -2 -10 -5 17 13 -13 -14 16 -16 18 19 21 -20 22 23 -1 25 -17 -27 -28 -26 -30
right_child=7 2 3 4 -6 6 -8 -9 9 -11 -12 12 14 -15 15 24 -18 -19 20 -21 -22 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=0.0014740892324202543 0.0028257963039473618 -0.029542678169229439 0.025398979619681523 0.025971603415748702 -0.029269844740894592 -0.0037761248353673348 0.020477306409947427 -0.0002558317359145515 -0.035927806801200383 -0.00029117703631874206 -0.026530996937145911 -0.0021097196532905639 0.015364284976388459 -0.032425314161752636 0.0032123164554900335 -0.032047464252124493 -0.033003305794469869 0.014610528999992623 -0.022615944694500314 0.013654223282240564 0.0022221908535345154 -0.009764860843057584 0.020081355010014051 -0.017485221243106714 0.015232075884594702 0.016276030232391756 0.011610219009692021 -0.033510686750039639 -0.0022869380609677565 0.0083679345779853215
leaf_weight=107.49116680765292 1.8846648847684253 2.3519139939162406 1.4513568750116976 0.57064727973192964 1.3573815684067083 4.9563700230792147 5.4278327412903309 133.55845064221648 1.7490915711969139 1.7499464091379193 0.2533186405635206 3.7791827558539799 4.3289233222603789 3.4981238581240177 3.836076362989842 1.6844911123625923 2.9008492082357407 5.1118308156728736 3.1100433198735109 6.0227239802479735 2.6027968637645245 4.9894370734691611 5.5638492330908766 3.8706500306725493 5.1466504707932463 3.025628331117332 0.93711758218705687 1.7313767377054317 25.283943036571145 9.6245790319517237
leaf_count=631 13 104 8 27 144 30 26 1177 21 21 81 50 14 42 29 39 27 22 38 20 15 24 18 19 17 20 11 43 122 47
internal_value=0.000258623 0.000838624 -0.0107358 0.00144038 -0.0145004 0.00116092 0.00890117 -0.000663538 -0.0107779 -0.0181051 0.0098303 0.000767953 -0.00135418 -0.0166821 0.000552605 -0.000631036 -0.0123817 0.0017739 0.00128293 0.00184477 -0.0112996 0.00126138 0.00173189 0.000815112 0.00103789 -0.00703085 0.000369809 -0.0176652 0.00252425 0.000650702
internal_weight=359.85 220.908 5.98462 3.6327 2.18135 214.924 10.3842 138.942 5.3837 3.49904 0.823966 204.539 65.7769 7.27731 58.4996 54.1707 6.73693 138.762 133.651 127.938 5.71284 121.915 116.926 111.362 47.4338 7.37861 5.69412 2.66849 40.0552 34.9085
internal_count=2900 1668 364 260 252 1304 56 1232 55 42 108 1248 461 92 369 355 56 787 765 712 53 692 668 650 299 113 74 54 186 169
is_linear=0
shrinkage=0.0250597


Tree=318
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 1 1 2 0 2 0 1 1 1 0 0 0 1 1 0 0 1 0 2 2 1 0 2 0 0
split_gain=1.5647 1.2264 2.17294 2.02656 2.90233 4.52004 3.29151 1.89105 1.79639 2.25959 1.77383 2.5105 1.70816 1.4654 2.58743 5.60594 1.57658 4.6878 2.24347 1.67623 4.41912 3.33925 1.4552 1.4456 3.92169 3.62036 1.39308 1.35474 2.20714 1.13269
threshold=0.50064369330000014 42.599563320500003 43.19689381845 0.38398550940000004 0.50356276755000018 0.34632196640000007 0.34581299960000006 43.542456167850005 0.56859076075000015 42.871500973550006 0.57600071855000012 0.47536001915000009 0.34632196640000007 0.47106374065000006 0.55754318735000019 0.58859016195000013 0.55335169605000012 0.4211999641000001 0.41367024935000007 0.5089817670000002 0.53321756835000012 0.40105086675000007 0.58626987215000004 42.988308018450006 43.061965423550006 0.34515433670000012 0.60665848330000005 41.792045663550006 0.62143349005000015 0.49967066855000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 6 23 12 9 -5 -1 22 -4 14 16 -16 17 18 19 29 21 -21 -12 25 -25 -3 -15 28 -13 -9
right_child=-2 2 7 8 -6 -7 -8 13 -10 -11 11 27 -14 26 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00034429188413484101 -0.0011858460363324155 -1.7958174044989022e-05 -0.00059122396217724618 -0.005284662041475291 0.0021652196052134695 -0.0038284349900031961 0.0021675221863894532 0.00011591586966986922 -6.9377468103465085e-05 -0.0012853224083505007 -0.00080976987668667194 -0.0035788220481112244 0.0017822909629173138 -0.00018811635618522785 -0.0040232677321328705 0.00057273032139758078 0.0022537073353448315 -0.0039062532647129757 0.0021601949990315904 -0.004111359317953125 0.0008300713955403851 8.1714812088429093e-05 -0.0036886643187964358 0.0032215077211612468 -0.0024670567296538417 -0.0046674468787927109 0.0019886348231037943 0.0027677219702534352 0.0015418404497237633 0.0018727272744984975
leaf_weight=267.86239428003319 7.9413563336129291 3.894362365361312 3.8074120529927304 2.4359264858067027 3.6887341290712348 3.6721953270025542 4.3909396436065427 31.857554527930915 2.6930495649576187 2.8488237932324409 3.6016176163684559 1.2866223133169117 10.849425468593834 4.9701060615479928 4.7415203768759948 5.1420830581337214 2.8752248845994464 2.801529368851333 4.6614804286509743 4.7168134339153749 6.9363980637863278 2.8213150631636381 2.9843004859285429 2.2484092097729445 2.2574971383437514 2.5932266116142273 6.070893682539463 1.9037611000239847 1.9964498369954524 3.8203213289380065
leaf_count=1426 360 27 34 25 14 29 17 209 20 22 60 38 48 43 64 25 14 71 18 66 36 22 74 10 30 30 24 8 21 15
internal_value=0.000154425 0.000180613 -6.8097e-05 -0.000773869 -0.000310137 -0.000789284 -6.38522e-05 0.000157604 -0.00209601 -0.00312876 0.000293386 -0.000864867 0.00116572 -2.38832e-05 -0.000185896 -0.00163214 5.0406e-05 -5.9547e-05 0.000137058 -5.09856e-05 -0.000926059 -0.00254201 -0.00211429 -0.000955091 0.000371489 -0.00187646 0.00100877 0.000721576 -0.000464926 0.000304032
internal_weight=414.372 406.43 126.795 30.7232 22.7454 19.0566 15.3844 96.0721 7.9778 5.28475 279.635 11.7728 14.6568 81.4152 70.3742 9.8836 60.4906 57.6154 54.8139 50.1524 14.4745 7.53813 6.58592 10.9935 4.50591 6.48759 11.041 5.18683 3.28307 35.6779
internal_count=2900 2540 913 224 157 143 114 689 67 47 1627 201 82 607 540 89 451 437 366 348 124 88 134 97 40 57 67 67 59 224
is_linear=0
shrinkage=0.00304878


Tree=319
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 1 0 2 0 0 1 0 1 2 2 0 0 2 2 0 1 1 2 0 1 2 2 2
split_gain=1.84564 3.86641 2.09617 2.06394 1.56412 1.56719 3.31841 1.85032 2.65706 1.28212 2.66524 1.65964 2.13914 1.24353 1.46279 1.11593 1.29439 1.13641 4.01766 1.3285 2.99728 2.25427 1.12745 5.25194 2.17809 1.5816 2.57546 4.44365 3.86549 2.4587
threshold=0.39167988980000007 0.39388042275000007 0.51243974730000008 0.47727612945000003 0.34518427590000006 0.34500464060000008 0.47577916830000005 0.33672644530000007 0.4447920721000001 42.718072821900002 0.46594413340000007 0.47694679800000012 0.35675578575000005 0.42646926740000007 0.30560462260000004 37.186372654950006 36.82350895510001 0.52877159370000015 0.52975958800000011 34.997818021800008 36.735256530150004 0.54384599265000022 0.3982365797500001 0.39584144190000009 43.812290675100009 0.54910032635000017 0.43590012275000006 41.169697216150006 40.823855932350007 44.215931556700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 13 11 -11 12 -6 14 -1 16 17 -4 -19 21 -21 -20 23 -17 -25 29 27 28 -27 -24
right_child=1 2 15 -5 9 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 22 -18 18 19 20 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.003451396479614149 -0.0037762469354726469 -0.0036147613388380945 -0.0039551973800820471 0.00054188009483370372 -0.0039500385453027885 0.0020964458639777224 -0.0025052264881929081 0.0011484818377862696 -0.0032624258667667606 0.00043351941399767414 -0.0041965913066045607 0.0014336646230161652 0.00045682983860185068 0.0013012558442818838 -7.3279218634988641e-05 0.0012179527427919412 -0.0040771386637782564 0.0071702757969092212 0.0026910136709215556 -0.0043492890146187135 0.0026447460546904201 -0.0018342303532440836 0.00092615907275223346 -0.0041937394261063908 1.2311406701548047e-06 -0.0017270532269406951 0.00015001525884134119 -0.0042002361695051716 0.003168283988277574 -0.0012657832995335188
leaf_weight=1.4954414679668904 2.9382948316633692 1.6883576326072205 0.94542711973190208 182.02839997969568 2.1350272616837156 3.9295228729024521 5.1267911456525317 15.571253560483454 2.7982097044587126 2.195320895407348 3.2648923210799694 3.3942820131778717 2.5545229269191623 6.4350201413035384 14.252350021153687 6.5377794280648214 1.2581792830023903 0.71577835083007624 2.1492913588881493 2.3877809448167686 0.88738730014301825 2.5311205385369249 43.096463661640882 4.3966354429721832 1.8595679663121698 4.8431137017905694 69.469831583206542 4.1468478795140982 2.6268618851900101 6.1777035295963278
leaf_count=91 56 47 17 798 40 19 33 74 40 23 48 11 34 29 133 33 19 1 7 68 9 161 171 53 17 51 681 52 6 78
internal_value=0.000189568 -8.35096e-05 -1.38301e-05 0.000366277 -0.000139875 0.000127326 -4.20669e-05 0.000269336 -0.000278656 -0.00111857 -0.00233502 -0.000296913 -0.0015495 9.77263e-05 -0.000394072 2.56405e-05 -0.000977834 -0.000572348 -0.00020352 -0.000866954 -0.0024543 0.000243806 0.000101871 -0.000818615 -0.00294684 0.00019221 -8.67945e-05 -0.00150294 -5.57842e-06 0.000651346
internal_weight=403.837 158.656 155.718 245.181 63.1526 49.6086 45.6791 40.5523 24.981 13.544 5.46021 8.08383 4.68955 22.1828 15.7478 154.03 10.875 9.61679 8.67136 7.95558 3.27517 4.68041 143.155 12.794 6.2562 130.361 81.0867 11.6168 7.46998 49.2742
internal_count=2900 1527 1471 1373 575 419 400 367 293 156 71 85 74 253 224 1424 282 263 246 245 77 168 1142 103 70 1039 790 109 57 249
is_linear=0
shrinkage=0.00324939


Tree=320
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 1 1 1 0 2 2 0 0 0 1 2 2 2 0 1 1 2 2 0 0 1 2 2
split_gain=2.03407 3.28675 3.27403 2.74227 2.85476 2.18266 2.0012 1.70045 3.04214 2.1477 3.70217 1.66134 1.9369 2.98347 1.66109 1.56793 1.51882 1.45718 1.38845 1.35875 1.30595 2.55711 2.23046 2.65468 2.48643 1.53326 2.29762 2.10215 2.66257 2.36872
threshold=0.39167988980000007 0.47886290830000006 0.39388042275000007 0.47814436690000012 40.532725462000009 0.47727612945000003 0.34518427590000006 0.34506451900000007 0.34482500525000009 0.33672644530000007 0.4447920721000001 40.421032462050007 42.718072821900002 0.46594413340000007 0.47694679800000012 0.42314601355000009 0.50663153795000015 37.186372654950006 41.24714903835001 42.072181850200003 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.968221017800005 0.54511840960000013 0.54317236010000014 0.43590012275000006 41.348489042950007 40.823855932350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 8 9 10 15 -8 14 -14 -13 18 17 -4 -1 -7 21 -19 -23 24 -24 26 -22 28 29 -27
right_child=2 -3 16 4 -6 19 11 -9 -10 -11 -12 12 13 -15 -16 -17 -18 20 -20 -21 25 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0019042736906087422 -0.0028287447108897986 0.00050275377533741394 -0.00078307871795266551 -0.00026506190643097008 -0.0033413196441841818 0.001337318891021619 -0.0031204979802206866 0.0018326805081127885 -0.0024252767035275367 0.00073404956339662055 -0.0025339949634146969 -0.0008600543146210798 0.00036245041932607186 -0.0031905928791791456 0.0015098024863471964 0.000846074965547109 -0.0013000714300210926 0.0009315296014480338 -6.544885299706144e-05 -4.6249269641475676e-05 0.00023239056389077681 -0.0029699222070742074 -0.0010657783879265102 -0.0027853029775956853 0.0024811874002052645 -0.00074933497568975733 0.001631334045855365 0.00021583724949822918 -0.0017694512866567658 0.0015243568489649321
leaf_weight=3.2122261784970823 2.6084134411066762 165.59340974316001 12.624061674345283 4.6901738792657843 3.1004570350050926 11.476184360682966 1.9047356592491258 3.1913580922409883 3.1054884828627101 20.237597923725843 4.0318810865283004 4.0332454312592727 2.5336053278297186 3.4583384320139885 3.350216343998909 9.2571099624037725 5.5301221506670108 4.7000584863126269 12.155075566377489 7.1147838532924643 27.122193120419979 3.2979049943387491 2.7519699819386005 2.1771008521318436 2.2008321098983288 8.1435017194598931 9.9217488802969438 68.502991049550474 8.390670911408959 4.3492749929428092
leaf_count=61 56 682 220 18 32 35 40 13 26 85 42 35 23 48 10 39 319 20 153 31 122 46 35 72 9 64 32 432 87 13
internal_value=0.00015449 0.000289863 -6.43868e-05 -7.41265e-05 -0.00148933 4.96674e-05 -0.000150343 7.02187e-05 -3.79489e-05 0.000113682 -0.000324433 -0.000946995 -0.000637475 -0.00168824 0.000215259 3.73497e-05 -1.92395e-05 2.67007e-05 -0.000449818 0.000807826 9.89162e-05 -0.000591787 -0.00127838 -0.000495967 0.000510355 0.000181561 0.00060708 5.21612e-06 -0.000685674 4.22353e-05
internal_weight=424.767 262.446 162.321 96.8525 7.79063 89.0618 70.4709 55.1907 51.9994 48.8939 28.6563 15.2801 13.3754 5.99194 7.38346 24.6244 159.712 154.182 15.3673 18.591 141.558 15.1279 10.4278 7.1299 4.9528 126.43 37.0439 89.3864 20.8834 12.4928
internal_count=2900 1373 1527 691 50 641 575 419 406 380 295 156 116 71 45 253 1471 1152 214 66 932 182 162 116 44 750 154 596 164 77
is_linear=0
shrinkage=0.00248748


Tree=321
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 1 0 1 2 0 2 1 2 1 1 0 1 0 0 1 2 0 2 1 1 2 2 1 0
split_gain=2.21904 3.42615 2.62294 2.43113 5.36897 3.11513 2.38224 4.31558 4.02808 2.05884 1.96254 2.0643 1.94005 2.73391 1.75312 2.50659 4.60411 3.12613 4.99045 3.14604 2.81252 3.34611 2.23644 2.04315 1.62685 1.32688 1.18858 7.372 2.62506 3.44349
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 41.169697216150006 40.823855932350007 50.065525775750011 0.4211999641000001 0.54279811980000015 0.41640968835000008 42.34047585750001 0.41932876265000008 41.24714903835001 0.43672345135000007 36.735256530150004 0.42552618185000007 0.39078171310000004 0.52682554415000016 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.41917906650000009 39.749124837650008 0.51589772760000019 37.858673296900008 0.50663153795000015 0.41808628485000005 47.833738492450003 45.154229826150008 0.40259273675000007 0.52511900840000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 25 -5 8 -8 9 -4 11 -1 -3 -14 15 -12 22 -18 23 -20 21 -21 -17 -19 -15 -2 27 28 29 -11
right_child=1 12 6 5 -6 -7 7 -9 -10 26 14 -13 13 24 -16 16 17 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002828096048170184 0.00051285226252039491 0.0015422235438395612 -0.0017169949456847999 -0.0032938620726049076 0.0025766932898451888 0.00064484798392608247 -0.0034946223509131568 0.0017041624756073093 0.0021841506582214241 0.00016494717775283088 0.00054225121363711873 0.0010862583493027591 -0.0028439823774999862 0.00011752578184325444 0.0015051842400188918 0.00026604088864948884 0.001740147238041578 -0.00022420545580993152 0.0020865034126481977 0.00010248777531486161 0.00060427935285208435 -0.0033449403764213583 -0.0032881224355053775 -0.0033349948969902832 -0.0013279893827975351 -0.0022638804298855358 0.00057562747452476421 -0.0025395228810965072 0.0021172265674947541 -0.0016684655498734097
leaf_weight=2.3237919027451421 1.3833782253786902 4.9664010722190133 4.6336763156577936 5.2976017296314231 2.6866479814052582 1.6507985917851327 3.1101247821934512 1.4756832793354986 5.1401904765516511 66.245607928838581 156.86232106247917 1.3264834769070146 2.1683633805951095 65.542262411210686 9.3564585950225574 1.5457661654800166 6.5665344558656207 2.0336466468870666 5.0690734833478954 4.1386686060577658 12.203586272895334 3.076490294188261 3.9335439158603549 3.7889796830713749 5.2726148911751798 4.8969827461987734 17.877848278731108 7.3007646510377517 3.815280456095933 7.1100826300680628
leaf_count=74 16 18 39 58 6 19 76 5 16 417 662 26 174 426 34 16 25 19 14 21 43 24 55 38 256 68 86 97 12 60
internal_value=0.00015154 -0.00018799 0.000248429 -0.00124653 -0.000385195 -0.0023581 -5.30423e-05 -0.00182169 1.92947e-05 -8.47195e-05 0.000414217 -0.00140565 2.81392e-05 -7.4892e-05 0.000446066 0.000396324 -0.000144103 0.000174067 -0.000165213 0.000330144 -0.000128337 -0.00136747 -0.00228546 -0.0022485 9.89805e-06 -0.00165225 -1.08214e-05 -0.000134939 9.25466e-05 -1.27584e-05
internal_weight=422.8 93.8651 328.935 15.9154 8.96701 6.9484 116.709 4.58581 112.123 106.983 212.225 3.65028 77.9496 72.9832 208.575 199.219 42.3563 36.877 30.3104 24.4878 19.4187 7.21516 5.47931 5.82263 70.8149 6.28036 102.35 84.4717 77.171 73.3557
internal_count=2900 1041 1859 167 90 77 808 81 727 711 1051 100 874 856 951 917 255 184 159 102 88 45 71 57 682 84 672 586 489 477
is_linear=0
shrinkage=0.00250357


Tree=322
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 0 1 1 0 2 2 0 2 0 2 1 0 2 1 2 0 2 2 1 2 2 1 0 1
split_gain=2.41358 3.44236 3.27372 3.65114 3.02559 3.58524 1.76823 2.97624 1.71836 1.55324 3.51504 3.2612 2.55671 2.47181 5.21079 2.35655 2.56798 4.56482 1.84781 1.47806 1.96526 1.39413 2.60593 2.18505 1.36584 1.31621 2.10271 1.81069 1.77269 3.06449
threshold=0.39078171310000004 41.919251152600005 0.52646627350000019 40.305698932850007 0.52428071015000011 0.51243974730000008 0.47694679800000012 0.3447651268000001 0.39167988980000007 0.47997065955000012 44.015822920550008 43.45354240915001 0.51017933595000009 42.773538294100007 0.47778509625000004 42.541806567400009 0.34542378970000004 0.47470135625000004 43.124157941850008 0.39458399450000009 41.792045663550006 0.41932876265000008 39.945535567850008 41.24714903835001 0.50663153795000015 38.238138001450004 37.962710038050005 0.39971857130000005 0.54910032635000017 0.42970270350000012
decision_type=2 2 2 2 2 2 2 2 2 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 7 21 -4 11 18 13 -12 14 15 16 17 -3 -11 20 -10 23 -23 -1 25 26 -21 -27 -29 -30
right_child=2 9 8 4 -6 -7 -8 -9 19 10 12 -13 -14 -15 -16 -17 -18 -19 -20 24 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.0027806476169392243 -0.0034241846311264565 0.00053307260232616257 0.0020532846971157816 -0.0026427320374484793 -0.0029886388175724386 0.0020883439117753313 0.00067180051906819279 -0.0020470720979507083 0.00030982925410318908 0.00020414493423226776 9.8557380414127294e-05 0.00021752583717978715 -0.0024554306490253849 -0.0023526105998895488 -0.0032360668080418475 0.0017595231810005833 0.0013544185724107245 -0.0039401461378781319 0.0012899559598849751 -0.000264346272296608 -0.0029715865036666596 0.0010350653353934436 -0.0010536081424858796 0.0015525077025191508 -0.0011930926450362592 -0.00084912229641439163 -0.0031056936661694218 0.00064965316547491766 -0.0016699090885924279 0.00017136359166215756
leaf_weight=1.9289142466150289 3.4676858205348235 2.9575215582735854 2.4388495087623587 1.3321039183065293 1.8125391136854885 3.2716563593130559 125.35342344641685 3.6860404871404162 2.0644401460885993 27.258606463670731 5.0214742459356767 27.458785568829626 4.3004268333315849 6.1230670944787553 3.3024244941771022 3.9185702302493146 2.8153715915977955 2.4778910465538502 14.030597753822802 16.343583685345951 2.2590188728645444 15.024493059143426 4.6146482266485682 1.0689105610363183 5.14612809033133 9.5069405212998372 1.6993598956614722 42.428227593190968 5.8057729527354232 66.89949456974864
leaf_count=61 46 37 7 45 32 33 472 68 11 114 25 184 54 93 37 20 15 22 46 248 34 62 26 14 319 77 28 191 62 417
internal_value=0.000171063 0.000320892 -5.78956e-05 -0.00141432 -0.000328082 0.000719401 0.000551517 -2.12904e-05 2.88285e-05 -3.00876e-05 0.000268697 -0.000338359 -0.00107966 -0.00104519 -0.00052777 0.000207187 -0.000530069 -0.00150617 0.000573117 -3.62141e-06 -0.00140472 0.000308573 0.000544286 -0.00123561 3.73554e-05 8.17337e-05 -0.000531956 0.000170571 0.000254771 2.43315e-05
internal_weight=415.817 251.341 164.476 9.88399 6.4163 4.60376 151.676 26.323 154.592 99.6647 50.6111 49.0536 9.3219 21.5948 15.4718 12.1694 8.25078 5.43541 41.2892 152.153 4.32346 22.637 19.6391 2.99782 147.83 142.683 18.0429 124.64 115.133 72.7053
internal_count=2900 1350 1550 156 110 78 703 231 1394 647 239 408 79 224 131 94 74 59 160 1387 45 163 88 75 1342 1023 276 747 670 479
is_linear=0
shrinkage=0.00243107


Tree=323
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 0 1 1 2 2 0 0 2 1 2 0 0 2 2 0 2 0 0 2 2 2 1 0
split_gain=2.29228 3.58724 2.62639 2.2779 2.69846 8.93711 2.56657 5.51211 2.50122 2.45939 4.62354 3.48516 3.64587 1.8602 2.00464 1.75051 3.41093 2.87868 1.7237 2.10656 1.65196 2.19842 2.11947 3.45838 4.18907 3.19395 5.31757 1.75802 1.42845 2.42351
threshold=0.39167988980000007 0.39388042275000007 0.47886290830000006 0.53484925600000011 0.40621538280000008 0.41753240920000007 0.54910032635000017 0.55240861050000023 0.39971857130000005 0.39584144190000009 43.968221017800005 44.215931556700006 0.53136133645000017 0.52898116820000018 40.337496327150006 0.4355408521000001 40.259171735100004 0.56055207925000017 0.47814436690000012 40.259171735100004 41.872669623500009 0.42314601355000009 43.968221017800005 0.45612406815000006 0.47470135625000004 42.773538294100007 42.541806567400009 41.24714903835001 0.32272985840000007 0.46928235680000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 18 9 8 -6 -7 -8 -5 -3 13 -12 -13 14 -11 16 -9 -17 20 -20 21 27 23 -22 -25 26 -26 -1 -23 -30
right_child=1 3 -4 4 5 6 7 15 -10 10 11 12 -14 -15 -16 17 -18 -19 19 -21 22 28 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0025748478314451045 -0.0035024581294079912 0.00080648670731330236 0.00060367308836741364 -8.2611957350998958e-05 -0.0043247448669388802 0.00090468440117880936 -0.0048395714397343487 -0.0036405914201896837 0.002462795072930467 -0.00019041566171596909 0.003023632422324932 -0.0035723984376757295 0.0010863554215738789 -0.0040861219931244879 -0.003840086149115044 0.0016319331410733797 0.00020908477014163182 -9.3351584926198888e-05 0.00012750450610879465 -0.0031604154646527791 -0.0036777219575874266 0.0023659648128980062 0.00033935404304662799 0.00185188725323843 -0.0024137879068045803 -0.0033324702630627245 0.0025757201795298572 0.0016997470746936826 -0.000829150531679911 0.0010538458781394451
leaf_weight=3.4619209242518982 2.8482019724324337 6.3775475434958961 162.7088245972991 6.3808087408542624 4.3723244993016115 30.26301683858037 2.2731459364294997 3.5111592384055239 8.3856944683939201 3.7578329965472239 2.8767774589359743 2.9015279430896044 3.4533663615584373 5.0326602570712566 2.2635263316333294 10.560353267937897 5.6153993476182222 64.651868857094087 3.7684813365340224 3.5541022680699825 3.7656936822459128 4.5989137366414061 22.03375325165689 5.268300915136936 4.5294929742813093 4.9224133510142556 3.5971553809940815 1.221827335655689 8.8153544899541867 23.568921726197004
leaf_count=82 56 30 682 40 54 112 20 61 30 38 11 76 14 53 33 41 31 827 14 36 111 13 129 23 33 56 13 15 80 86
internal_value=0.000187069 -9.38611e-05 0.000368845 -3.41823e-05 0.000126334 -2.42639e-05 0.000136618 -0.000131751 0.00136289 -0.000853004 -0.00137473 0.000225797 -0.00104075 -0.00271139 -0.00156239 -4.86331e-06 -0.00127196 0.000148891 -4.15314e-05 -0.00146833 8.02612e-05 0.000517737 -0.000332921 -0.00100369 -0.000453966 -0.00138491 -0.000205247 -0.00145975 0.000768177 0.000541274
internal_weight=421.34 165.525 255.815 162.677 136.014 121.247 116.875 86.6119 14.7665 26.6632 20.2857 9.23167 6.35489 11.054 6.02136 84.3388 9.12656 75.2122 93.1063 7.32258 85.7837 41.6669 44.1168 22.0831 18.3174 13.0491 8.12665 4.68375 36.9832 32.3843
internal_count=2900 1527 1373 1471 1216 1146 1092 980 70 255 225 101 90 124 71 960 92 868 691 50 641 276 365 236 125 102 46 97 179 166
is_linear=0
shrinkage=0.00306373


Tree=324
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 2 2 1 0 1 1 2 2 2 0 2 0 2 2 0 1 1 1 2 1 0 2 1 1
split_gain=0.411366 1.06016 0.353681 1.57558 1.3946 0.794814 0.718506 1.05347 0.654759 2.09396 0.911034 0.735993 0.556548 2.87086 1.17362 0.804202 1.47642 1.75888 1.52762 1.82273 1.17402 0.873617 0.767539 2.34185 4.76097 1.68615 1.16135 3.39153 1.43311 1.11732
threshold=51.779769178100004 0.61532588845000014 0.48627286610000009 0.6166282446500001 0.48363821445000005 0.68186581240000022 49.275256100300005 50.065525775750011 0.46613873835000008 0.60665848330000005 0.46419268885000003 0.47536001915000009 47.833738492450003 45.90502654165001 46.650420857800007 0.43780126340000008 41.558544840500012 0.37331217625000007 39.468990633150007 35.818873074050011 0.42314601355000009 0.31123319660000009 0.45206730335000006 0.45772581660000006 39.468990633150007 0.44922307715000004 0.56915960600000015 41.24714903835001 0.43887907550000005 0.4410796084000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -5 8 -8 10 11 12 -10 13 15 -15 16 18 -18 19 20 21 -1 25 24 -24 26 29 28 -28 -17
right_child=1 -3 3 5 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16 22 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014448834458724653 -0.034102159115883726 0.0054547279083223986 -0.033238171255900291 0.0032114818065281984 0.019415673657498116 -0.032176629742394283 -0.021355745272822777 0.0044200514353495987 -0.037836905192955364 0.011154276747636374 0.017263332451875932 -0.011127272936794427 0.0062721180385574612 -0.042385300828930481 -0.012176847821015189 0.0012547874229842807 0.012703067220904963 -0.034699755462466113 0.018292887733149271 -0.043496777885773948 0.026423947305645842 -0.035868787438152222 0.0015130840670273728 0.0078080901070773472 -0.051601268772079462 0.020032126298825705 0.024869722166767531 -0.042568841611766474 -0.010211261695479099 0.013966058677802536
leaf_weight=0.52211067080497631 1.0912312187720083 1.439510896336287 1.5317553033819402 7.1644279693136923 3.6475665206089607 0.63279972632881243 3.2646563071757546 2.617135719396174 1.7317909898119972 2.8162689867604058 3.1136927520856252 2.0806848717620596 16.290357610210776 1.5624326141551126 4.7914071893319488 272.50798362924252 0.96549426019191775 2.7874628810677677 2.772303975885734 1.1266363058239219 1.0882441028952596 0.80118154379306361 4.0986239654012007 5.8410818598349579 2.4825086342170835 4.4487734194844952 1.7733792751096178 2.1445342674851418 2.6776017205556855 6.4859151765704146
leaf_count=2 81 17 111 180 19 124 36 25 55 29 12 27 75 34 53 1549 11 134 26 29 6 46 34 47 27 19 15 22 32 23
internal_value=0.000559019 -0.0116018 0.000643622 -0.00517373 0.000796737 0.000339488 0.000603136 -0.00988666 0.000782019 -0.00863882 0.000966624 -0.0232599 0.000815228 0.000536454 -0.0196052 0.00094595 -0.0074715 -0.0225048 0.00146908 -0.0117131 0.00313584 -0.0160158 0.00122601 -0.00614152 -0.0185225 0.00154156 0.00125353 -0.0112999 0.00376586 0.00155029
internal_weight=366.3 2.53074 363.769 9.32898 354.44 7.79723 350.792 5.88179 344.91 6.62874 338.282 3.81248 335.168 318.878 6.35384 312.524 10.0634 3.75296 6.31048 3.53817 2.41154 1.32329 302.46 12.4222 6.58113 290.038 285.589 6.59552 4.45098 278.994
internal_count=2900 98 2802 415 2387 304 2368 61 2307 111 2196 82 2184 2109 87 2022 254 145 109 83 54 48 1768 108 61 1660 1641 69 47 1572
is_linear=0
shrinkage=0.0302676


Tree=325
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 0 2 1 0 1 1 0 0 1 1 2 2 2 2 0 0 0 2 0 1 1 2 1 2 2
split_gain=0.349464 0.976252 0.326317 1.63719 1.52411 1.00575 1.7849 0.986885 0.713577 0.502642 1.44066 0.418968 1.16279 1.5356 3.06121 1.10458 1.67159 1.25208 0.925939 1.19479 0.820674 1.04643 1.42065 2.40644 1.04386 2.28273 2.23154 1.79235 1.0703 1.6609
threshold=51.779769178100004 0.49901200560000009 33.96174662340001 33.384956903900012 34.542090938800008 0.51700547890000015 33.151194885250007 0.36254902550000007 0.52029879345000019 0.43166372265000008 0.43625939340000008 0.47727612945000003 0.47577916830000005 0.34500464060000008 0.34512439750000007 38.938637541200009 39.945535567850008 41.24714903835001 37.737818700150008 0.45612406815000006 0.47778509625000004 0.47886290830000006 40.532725462000009 0.47796473160000008 0.35585760905000008 0.34988473400000003 39.646013290900008 0.36106703390000006 40.337496327150006 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 6 7 -1 -7 -10 -11 12 15 -14 -15 18 -17 -18 19 -6 -13 22 -22 -24 25 26 -23 -26 -28 -30
right_child=1 -3 4 -5 11 8 -8 -9 9 10 -12 20 13 14 -16 16 17 -19 -20 -21 21 24 23 -25 27 -27 28 -29 29 -31
leaf_value=-0.015515461612333224 -0.02830009715413016 0.004119852998216952 0.015505637265077227 -0.030652722477215347 -0.014266943544216534 0.030301831152437911 0.014079596029941164 -0.060562303832294648 -0.010585446028354891 0.026001846265877267 -0.028675840770070602 0.007337772889634042 -0.019319793611907977 0.02108688027541877 -0.011476971944038555 0.017947542955306602 -0.015906543788399095 0.00195763259662764 -0.021401807421551483 0.012382086225109414 0.00079307512379617445 0.018035030402234645 0.0031674179729320553 -0.031799823873111144 -0.013225394608909216 0.017929807060085276 -0.010857358377775496 0.00032181228320561113 0.0093516839337069585 -0.00075210360175818945
leaf_weight=0.97985659685218618 0.99044677743222509 1.4418201171793041 4.2765330865804563 1.2757974996347909 2.2835948916617772 0.80287477374076877 1.0056208521127701 0.44796312227845192 1.0196644165553155 1.1898092720657585 0.40942009280843183 11.580747343599795 4.8627231130376449 2.6113979592919332 6.0580950891599059 3.8434814400970927 2.7267315753269967 27.41345102712512 2.3882863521575928 1.9903614073991773 6.6737899631261808 5.0902388580143443 2.1733476594090462 2.9095827303826809 6.3765389323234549 6.2548051699995986 4.6706302464008322 193.69432537315879 13.519208971410988 42.976970942690969
leaf_count=56 73 25 36 24 35 2 4 6 18 8 98 41 33 8 55 16 33 293 23 11 26 19 10 39 37 31 24 1586 51 179
internal_value=0.000416174 -0.00908192 0.000480079 -0.00484487 0.000587231 0.000778431 -0.0115778 -0.0296484 0.00956574 0.00320867 0.0120038 0.000405 -0.00162767 -0.00801119 -0.00166819 0.000497588 0.0023327 0.000341491 -0.00886319 -0.00185662 0.000777149 0.000509944 -0.00683418 -0.0168486 0.000826702 0.00341108 0.00204048 -0.000109956 0.000709429 0.00166567
internal_weight=363.938 2.43227 361.506 7.13101 354.375 5.85521 2.43344 1.42782 3.42177 2.61889 1.59923 350.098 54.1781 13.5322 8.66949 40.6459 33.9837 30.1402 6.66224 4.27396 295.92 284.339 11.7567 5.08293 272.583 72.5119 66.257 200.071 61.1668 56.4962
internal_count=2900 98 2802 216 2586 192 66 62 126 124 106 2550 507 96 63 411 342 326 69 46 2043 2002 75 49 1927 304 273 1623 254 230
is_linear=0
shrinkage=0.0251418


Tree=326
num_leaves=31
num_cat=0
split_feature=0 2 0 0 1 1 2 2 2 0 0 2 0 2 1 1 0 1 2 2 1 1 2 0 2 1 2 0 1 0
split_gain=1.56907 2.50505 3.54284 4.18739 2.62387 2.50201 3.90562 3.50391 2.47097 2.40478 5.44727 2.84971 3.10028 2.7924 2.54131 1.99593 2.9221 2.15801 2.62546 2.56675 4.39402 3.75224 3.08249 2.28161 2.94871 3.02924 2.16554 2.08872 2.03627 3.57119
threshold=0.52324780695000006 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39971857130000005 0.39584144190000009 41.395309858300003 43.633733172900008 41.919251152600005 0.54910032635000017 0.55240861050000023 44.269496632500008 0.53321756835000012 41.941595803500007 0.41640968835000008 0.42970270350000012 0.55754318735000019 0.45206730335000006 44.710446918150005 39.468990633150007 0.45772581660000006 0.45877368940000007 42.526729949000007 0.61802041855000012 46.177190236600005 0.5024400467000002 41.558544840500012 0.59014700160000022 0.48627286610000009 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 5 6 -3 -7 -1 11 -11 13 14 -6 -13 16 -12 -17 19 -19 -21 -22 26 28 -25 -26 -23 -28 -20 -30
right_child=1 4 3 -5 9 7 -8 -9 -10 10 15 12 -14 -15 -16 17 -18 18 23 20 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.00056504539245331455 -0.0038967934086042056 0.0016531628181645226 0.003441620463367441 -0.00093837518324533186 0.00054956633489762279 -0.0038321566741376114 -0.0011867209497415667 3.8039569063057452e-05 -3.7296361817880246e-05 -0.0043968076328317358 0.0006960895853769689 -0.0018214384212741329 -0.0039554315786673906 0.0021989863173155822 0.0026689366019343737 0.00082906762586743921 -0.0037792562236755797 0.00071618945610365376 0.0023065980767858108 -0.0048461615724018827 0.003347808322650035 -0.0018618413859555858 -0.0038839447896698346 0.0025701587778120031 -0.0046378674680083772 -0.00025189571498409209 0.0026675018727470635 -0.0013586878443213445 -0.0033285068762175449 0.0026580115054172151
leaf_weight=142.39989929040894 2.9473065771162537 6.4516407400369706 2.0405748263001469 18.083925897197332 25.999179005622864 4.3891737163066855 11.012778867036102 3.5585161466151476 95.642518226988614 2.33351095765829 2.302334949374198 2.1387516176328054 2.0293251425027847 12.901335775852202 2.096881958656013 29.119937974028289 2.6208742000162601 6.2777831344865289 7.5178600680083054 2.6957706324756172 1.6169312447309483 4.8153608092106861 3.0343762652482829 1.9898633970878998 1.8205662108957765 4.8393939267843962 2.533406445523724 1.8900437105912713 1.7172382390126588 1.6333508342504499
leaf_count=710 41 27 5 353 98 49 95 27 669 23 15 21 19 43 29 133 33 64 27 26 4 100 71 9 16 89 10 50 38 6
internal_value=0.00017052 -4.00525e-05 -0.000928912 -0.000494254 9.72724e-05 -0.000751143 -0.000137622 -0.00209931 0.000323032 0.00027125 -3.45067e-05 0.000804422 -0.00100975 0.0010966 0.000401555 9.86887e-05 -0.00168636 0.000221597 -0.000195786 -0.000862319 -0.00145979 -0.000802565 -0.00134936 0.000584991 -0.000525826 -0.00145084 -0.000516901 0.000947199 0.00146905 -0.000410189
internal_weight=410.45 172.408 23.0718 20.1245 149.336 25.4121 17.4644 7.94769 238.042 123.924 78.7586 45.1655 6.26496 38.9005 4.23563 76.4251 4.92321 71.5019 42.3819 22.8637 16.5859 13.8901 12.2732 19.5183 8.64982 6.65996 9.23881 4.42345 10.8684 3.35059
internal_count=2900 1521 399 358 1122 198 122 76 1379 924 714 210 69 141 50 691 48 643 510 325 261 235 231 185 114 105 160 60 71 44
is_linear=0
shrinkage=0.00289842


Tree=327
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 2 2 2 2 2 0 0 0 2 0 0 2 2 2 1 2 2 1 2 1 1 0 2 2
split_gain=0.349778 2.53796 0.752671 2.44607 1.2474 1.7817 1.11438 2.47382 2.94094 1.89909 1.52214 2.02257 1.43543 4.52147 1.05634 1.20757 3.23111 2.2241 4.29863 0.959762 0.790866 0.781749 3.94336 3.0217 1.74333 2.72471 1.6661 2.59783 1.35997 2.27665
threshold=0.39167988980000007 0.39388042275000007 0.48543456785000005 0.48368312325000012 0.48181192180000004 0.3453339720000001 43.45354240915001 43.124157941850008 42.674081447500008 39.749124837650008 40.712530798250008 0.50579323975000012 0.53321756835000012 0.5089817670000002 39.344049039350004 0.50109278165000015 0.51243974730000008 38.771633980050005 36.625813070500008 36.372781240150012 0.3621298763500001 42.131954243650007 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47868327295000007 42.773538294100007 43.45354240915001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 20 -6 7 8 9 14 -11 -12 13 -8 15 19 -17 18 -18 -4 21 24 23 -23 26 -26 -1 -28 -24 -30
right_child=1 -3 6 -5 5 -7 12 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 28 -25 25 -27 27 -29 29 -31
leaf_value=0.00092760490466723355 -0.031050331143694095 -0.00017496388601648583 0.001353837692289609 -0.019809877586386363 0.02072882001079315 -1.2177691120426722e-05 0.0032740265586462154 0.024238484370314832 -0.018652723201954304 0.017674548422967229 0.0095683842055083249 -0.012061813302707409 0.010329722578115343 -0.039044407673563063 -0.011955839110353774 -0.019081787208332326 0.01616673358423602 0.02091758388996328 -0.015962758785858625 0.017428042377363152 0.012799952649099014 0.0054010242566786652 0.01832476776716389 -0.029745025124300037 0.00037280073750980145 0.024706672888705213 0.0044382942002062185 -0.026893925036494373 -0.01331095304721536 0.003089205670917312
leaf_weight=40.453417945944238 2.0846944344229987 137.22605623054551 5.6689618676900846 4.7356526330113402 5.471138231456278 7.6771501339972019 5.8962395340204221 4.5089656859636298 4.5226375311613074 11.377775330096485 15.532925400882961 4.2458289489150038 3.4969763346016398 2.9077696222811937 4.6886134818196288 6.0158862769603756 5.8639880605041999 4.6722356453537932 7.1015872769057751 5.7927449606359005 3.3886000830680123 2.6355025670491141 3.0240772038232526 6.6420816201716661 9.5936761626508069 5.6332465037703505 3.7161923495586944 4.5281439572572708 8.7709859763272089 25.539733658079058
leaf_count=260 56 1471 25 24 17 30 30 16 28 54 67 29 15 49 23 32 26 13 36 22 25 27 17 68 69 19 44 25 100 183
internal_value=0.000455815 -0.000636994 0.00113515 -0.000211666 0.000518699 0.00861837 0.00305861 0.00425534 0.00306166 0.00444561 0.00958097 0.00492511 -0.0047236 -0.0107028 0.000425921 0.00207914 -0.00150595 0.00448879 -0.00143144 0.00947774 -0.000416093 -0.000821241 -0.00355639 -0.019761 0.00117316 0.00937519 -0.00139146 -0.0127707 0.000470414 -0.00110323
internal_weight=363.413 139.311 224.103 131.81 127.074 13.1483 92.2931 79.9922 75.4832 70.9605 31.1565 19.7788 12.301 8.80401 39.804 35.1154 23.6537 17.6378 12.9656 11.4617 113.926 110.537 46.6124 9.27758 63.9247 15.2269 48.6978 8.24434 37.3348 34.3107
internal_count=2900 1527 1373 908 884 47 465 371 355 327 150 96 94 79 177 154 107 75 62 47 837 812 395 95 417 88 329 69 300 283
is_linear=0
shrinkage=0.0277726


Tree=328
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 0 0 1 2 1 2 2 0 1 2 1 2 2 0 0 0 1 0 2 0 2 2 2 0
split_gain=2.65999 3.42719 1.76549 1.60848 2.09975 3.46595 3.87689 4.09386 3.55324 2.96884 2.75674 3.47095 3.36951 2.2753 4.67571 3.58045 3.07714 2.75492 2.13011 3.47916 3.58458 2.61102 2.05946 1.93831 3.24502 2.70929 3.50704 2.65584 2.35323 2.30502
threshold=0.48627286610000009 0.61532588845000014 0.68186581240000022 0.42314601355000009 0.52324780695000006 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39971857130000005 41.872669623500009 0.39584144190000009 41.395309858300003 43.633733172900008 0.54511840960000013 0.42019700010000005 44.269496632500008 0.41865513010000005 40.380906245900007 34.997818021800008 0.54384599265000022 0.56369569775000017 0.55892039160000018 0.39167988980000007 0.47997065955000012 43.45354240915001 0.47760546090000006 42.773538294100007 44.015822920550008 42.541806567400009 0.5089817670000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 9 6 -6 -8 10 -5 11 -7 -12 15 -15 17 -17 -10 -9 -20 21 -21 -13 24 25 26 28 -25 -11 -29
right_child=1 2 -4 4 5 8 7 18 13 23 12 22 -14 14 -16 16 -18 -19 19 20 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.00049458994321082675 -0.0025214427012321835 0.00012754082122814976 -0.0023566868864535475 0.00054158826169274784 -0.0029695923796670275 0.001145627313069809 0.0025100058695271474 0.00035599765832577116 0.00020473189296197949 -0.00050801395459406729 -0.0028781083364943843 -6.4853088560064146e-05 -7.6470860862706971e-05 -0.0020962543291290561 0.00022961570742469528 0.00034333052430735869 -0.002891666341829152 0.0015235334929124325 -0.0033093127046612356 -0.00083897632777338641 -0.0027141829927947339 0.0019553331596949717 -0.0019964232266209002 0.00054282527958692179 0.00036637834720505496 -0.0021811627810042551 -0.002116719261605973 -0.00011688122748963788 0.0015728875315509452 -0.0027569669419926133
leaf_weight=15.895430223783476 3.7917406490305465 11.410409865900872 1.5392440585419525 141.81153065478429 3.2228444702923325 6.6604934781789842 2.0610224977135685 5.8170025043655214 11.884849660098551 7.6519970223307627 4.5312125682830793 6.4257044866681081 3.6947287991642952 4.3374604303389779 74.148752734065056 4.042776263318955 2.1276749847456813 20.399312250316143 2.9395428933203211 4.0033738203346712 2.6860150774009526 2.6248126439750195 4.4151116162538528 41.177330762147903 17.518044663593173 5.7112716473639003 4.2721412125974885 5.7779577458277336 3.8844358138740063 2.1517418334260583
leaf_count=242 127 194 129 601 41 27 5 97 44 53 49 40 27 47 373 27 41 61 30 39 57 11 55 170 89 52 57 52 17 46
internal_value=0.000149969 -0.000700831 -0.000167744 0.000184552 0.000211814 2.52097e-05 -0.00075236 -0.000397409 0.000152497 0.000346537 -0.000580108 -9.14626e-05 -0.00161974 0.000313672 0.000101079 0.000747575 -0.000772151 0.00103804 -0.000729008 -0.00124407 -0.000592288 0.000267592 -0.000851519 3.27306e-05 -0.000329409 -0.000895809 -0.000431441 0.000320616 0.000192647 -0.000833274
internal_weight=428.616 16.7414 12.9497 411.875 395.979 166.023 23.3546 20.1318 142.668 229.956 25.7273 17.5013 8.22594 116.941 78.4862 38.4546 6.17045 32.2842 18.0707 12.2537 9.3142 6.62819 10.8408 88.1449 39.0379 21.5198 15.8086 49.107 11.5364 7.9297
internal_count=2900 450 323 2450 2208 1071 280 239 791 1137 198 122 76 593 420 173 68 105 234 137 107 50 95 536 268 179 127 268 70 98
is_linear=0
shrinkage=0.00217738


Tree=329
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 1 1 2 0 0 2 1 1 2 0 0 2 0 1 0 0 2 2 2 1 2 2 0 1
split_gain=1.59425 3.40431 2.05298 4.7433 2.48805 1.69084 4.12479 3.51191 3.90668 4.54217 4.93878 2.66545 2.15381 2.57822 3.02475 3.64811 6.30668 2.7054 2.48544 2.86442 2.25664 2.19694 2.12379 1.92604 3.59723 3.40542 1.75899 1.78274 4.30063 4.53963
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.823855932350007 49.700765821350011 44.157169339850007 0.41865513010000005 0.41367024935000007 47.833738492450003 0.48140774230000011 0.47760546090000006 44.758188263300006 0.41985269900000005 0.39584144190000009 43.633733172900008 0.53592706805000012 0.53905571685000009 39.788107623550012 0.54317236010000014 0.4211999641000001 0.52898116820000018 0.48181192180000004 48.988717865950008 42.178283198950005 42.686561923500008 0.34479506600000004 43.968221017800005 42.773538294100007 0.47778509625000004 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 12 7 8 9 10 11 -7 13 21 15 20 -17 -18 -14 -20 -15 23 -10 -1 25 -25 27 -26 29 -29
right_child=1 -3 4 -5 -6 6 -8 -9 22 -11 -12 -13 18 14 -16 16 17 -19 19 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.00033874554142020917 -0.0019947682242913919 7.4898513521585308e-05 -0.0039854826886039788 0.0029592055160990068 0.00023752702120892564 -0.004820615374340996 -0.0040684163789366651 0.0031885050381722201 0.0014101900534672154 -0.0035525173296625987 0.0031410569280924438 -0.00041989125911530249 -5.2547589259610758e-06 -0.00096060167593312051 0.0020596407224981001 0.0025490222054970653 8.370660461616604e-05 -0.003066845254024099 0.0035614230883092689 0.0008248205786989428 -0.0039416137245484751 0.00067016951457064399 -0.00084707736179664885 0.00071295857024482421 0.001870344135348068 -0.0033181100872619312 0.0022473619435897682 0.0006775278381927082 0.00082469451238569762 -0.0042596775450890944
leaf_weight=70.526376830297522 6.2429000083357078 76.738287562387995 4.7580581400543442 2.5946169793605804 1.8326153047382829 1.8094867840409259 2.6130193143617353 2.8993595056235781 11.672062583267691 6.0650434261187902 2.9820956960320473 4.6834013531915843 9.3748485967516917 4.7982801096513921 3.5878137275576583 5.6779517009854343 5.1728524155914766 5.1660701930522919 6.4519109800457946 8.2847762405872327 4.8346020951867104 118.38283661846071 5.9768343484029165 2.8028345825150591 3.1640353696420851 6.8312155324965715 3.1273097973316899 2.8631694079376784 8.6138207316398603 4.6091996128670871
leaf_count=429 84 874 55 6 22 28 63 10 42 86 7 43 55 52 14 16 26 35 15 29 55 529 43 25 17 66 13 60 33 68
internal_value=0.0001655 -0.000190475 -0.00151042 -0.000540325 -0.00281122 0.000270331 -0.000332233 -6.17095e-05 -0.000345646 -0.00147159 -0.00013957 -0.00164632 0.000355357 0.000270635 -0.000588731 -0.000959178 -5.85202e-05 -0.00149054 0.00123435 0.00202294 -0.00245673 0.000384367 0.000645762 5.43999e-05 -0.000572057 -0.00214535 0.000105283 -0.00024271 -0.000658332 -0.0023679
internal_weight=405.138 92.1665 15.4282 8.83752 6.59067 312.971 38.7013 36.0883 33.1889 15.54 9.47498 6.49289 274.27 250.158 29.2376 25.6498 16.0169 10.3389 24.1115 14.7367 9.63288 220.921 17.6489 102.538 32.0116 9.63405 22.3775 19.2502 16.0862 7.47237
internal_count=2900 1041 167 90 77 1859 322 259 249 164 78 71 1537 1438 198 184 77 61 99 44 107 1240 85 711 282 91 191 178 161 128
is_linear=0
shrinkage=0.00307948


Tree=330
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 1 1 2 1 0 0 1 2 1 2 1 1 2 1 0 2 0 0 2 1 2 0 0 2 0
split_gain=1.03597 0.920426 1.84297 0.83717 2.29144 3.34875 2.85594 1.91819 1.53874 4.10155 2.86719 5.14255 2.44668 2.36615 2.35908 2.33825 3.53992 3.24839 2.15492 1.83065 2.73738 2.04696 5.6411 1.7698 2.52992 1.574 1.55577 2.70735 1.49207 1.77106
threshold=0.50663153795000015 0.52041855035000018 0.52332265500000019 42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.272044000450002 0.44805544745000009 0.55754318735000019 0.55335169605000012 0.42552618185000007 42.34047585750001 0.45280081435000008 42.564639561200003 0.40105086675000007 0.39167988980000007 44.611732354850012 0.34524415440000006 0.50300889195000009 43.45354240915001 0.5089817670000002 0.53321756835000012 44.710446918150005 0.46128858420000007 43.673409002000007 0.61802041855000012 0.60665848330000005 42.487106141350004 0.49128768600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 -7 -8 9 10 11 12 18 -10 -11 16 19 -17 -5 28 -21 -22 -23 24 -15 -18 27 -25 -14 -30
right_child=1 2 -4 8 5 6 7 -9 13 14 -12 -13 15 23 -16 17 25 -19 -20 20 21 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00035353375832111478 -0.0041506758533895738 0.0043118084199066454 -0.0017180203006123141 -5.3696476476943129e-05 -0.0040033117969415881 0.0038816591452837312 0.0019974040395992704 -0.0040383283145783815 0.0027391982925414524 0.00071697170629308224 0.0028960345543327238 -0.0046222775456882838 -0.0019669373589419298 0.0010668245068954046 -0.0034998319174833086 0.0027036645297156135 -0.0012340794655951092 -0.00068324424138378206 -0.0047199633269174555 0.0026459659734895976 0.0022383379120357286 -0.0045724443132391752 0.0018203607391299287 0.00040360772303419133 -0.0029481537701539799 -0.0046360273331888784 -0.00073243984414334494 0.0041295681100733603 0.00016587777596948413 -0.0018123615768824628
leaf_weight=235.9382615092909 1.058150463621131 0.69814295246033031 3.1173810184700415 2.1833124039694658 3.3836752779316148 1.6724085663445292 0.94929469347698647 1.5765621750615535 5.19027639506385 1.9683657214045505 3.6762428879737845 2.7774909446015945 4.7080329256132236 3.1993314158171442 6.1813243739306927 8.3263209164142591 4.3294001631438723 5.1623603757470837 2.2732473742216825 7.2334893718361881 2.843321390449999 2.9412085954099894 3.2916371896862984 6.6283626239746791 3.9422955922782421 2.3672969248145819 4.5492119751870623 3.2806764282286167 57.514942950569093 5.5874266028404227
leaf_count=1304 70 10 239 15 104 8 38 37 19 8 15 71 35 15 77 26 40 48 26 29 11 49 11 51 47 38 27 8 396 28
internal_value=0.0001547 -0.00138243 -0.000614716 0.000173729 0.000295201 -0.00152002 0.00048143 -0.00176991 -2.32725e-05 -0.00018152 -1.88429e-05 -0.000114915 1.91345e-07 0.00070544 -0.00248136 0.000104191 -8.93749e-05 0.00140743 -0.00243391 9.74909e-05 0.00110654 -0.000120341 -0.00119633 0.000216744 -0.00114951 -0.00243668 0.000891602 0.0016372 -0.000145205 -9.28628e-06
internal_weight=398.549 4.87367 3.81552 393.676 243.52 7.58194 4.19827 2.52586 150.156 123.365 115.216 111.539 108.762 26.7902 8.14969 104.305 90.8168 13.4887 4.45656 84.1201 16.3097 9.07617 6.23285 21.5999 7.14163 6.6967 14.4583 9.90904 67.8104 63.1024
internal_count=2900 319 249 2581 1491 187 83 75 1090 923 838 823 752 167 85 711 637 74 41 559 100 71 60 148 62 78 86 59 459 424
is_linear=0
shrinkage=0.00335456


Tree=331
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 2 2 1 0 0 2 1 1 1 0 2 0 0 1 2 1 1 2 2 0 0 0 1 0
split_gain=0.382945 0.900385 1.14668 0.67431 1.37515 0.365348 1.60092 1.50979 0.630886 0.688238 0.860159 1.44176 0.559451 1.75327 0.742707 1.79084 0.790832 0.604365 0.900334 2.72562 1.20081 0.506565 1.21293 0.408158 2.12719 2.12459 1.92374 1.9217 2.08336 3.8751
threshold=0.50663153795000015 0.52041855035000018 0.52332265500000019 0.57987784795000008 0.59210802070000013 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32272985840000007 0.33672644530000007 0.34392682850000006 0.4622167001000001 44.921040431000009 0.47470135625000004 0.47670728420000003 0.3447651268000001 43.245737185650007 0.3447651268000001 0.34491482290000003 42.718072821900002 42.988308018450006 0.47760546090000006 0.47778509625000004 0.48041974790000003 0.34566330350000002 0.48851830785000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 7 -1 -7 10 -10 -12 -11 -14 -15 16 -16 -17 19 -19 -21 -20 -23 26 -25 -26 -24 -27 -29 -30
right_child=1 2 3 4 -6 8 -8 -9 9 12 11 -13 13 14 15 17 -18 18 21 20 -22 22 23 24 25 27 -28 28 29 -31
leaf_value=-0.030055305860209179 -0.036438518174028565 0.03396694008791408 -0.029951052484185267 0.024953422984854052 -0.035262679180122068 0.014211222294936985 -0.038384015849332404 0.0069630165378039652 0.0050368626274510005 0.010334203523958099 0.0029530325868903072 -0.03807020833213455 -0.019167884695407075 0.0088182172393464122 -0.033055966746016151 0.0093970593853716176 -0.0017224939269514735 0.0083226052204732823 -0.0061607782662329458 -0.035891462344017709 -0.0032729699650039679 0.011863660388081843 0.012437130615878766 -0.015107095807933141 -0.020466545426511776 0.016294599517159291 0.00077806964129292506 0.020818685639253875 -0.03332281528314962 0.00050419442957991203
leaf_weight=1.1014989269897331 0.75128736830083598 0.58825482646352645 0.88632499304367263 0.8134700028458608 0.49374880311370362 2.7997605302371076 1.041250519454479 4.7067048475146294 1.8141294182278205 4.9070193469524375 1.2356974364374766 1.5835287834051994 3.5771502889692774 9.2509337663650495 1.8260331386700266 6.5475305388681582 1.0155229046940801 3.8807345554232588 8.0135611332952958 2.7267316626384854 1.3756798449903724 8.235627129673956 12.153528816998003 7.7570647029206148 3.6930100787430993 6.6041293926537028 202.55017871269956 3.7179614454507819 2.884630628861486 56.145179026760161
leaf_count=116 70 10 150 10 79 26 10 20 18 23 17 47 51 41 56 34 5 13 36 47 12 32 43 61 28 22 1296 10 25 492
internal_value=0.000536142 -0.0087892 -0.00132188 -0.0107855 0.00220924 0.000627372 -0.00588374 -5.73367e-05 0.000753249 0.000646053 -0.0102515 -0.0200893 0.000791621 0.000654686 0.000864239 0.000640673 -0.0218579 0.000836609 0.00066131 -0.00877738 -0.0249534 0.000903008 0.00108937 0.000789095 -0.000935263 0.000569727 0.00143804 0.00168991 0.000152789 -0.00114884
internal_weight=364.678 3.53309 2.7818 2.19354 1.30722 361.145 6.84945 5.8082 354.295 351.496 4.63336 2.81923 346.862 341.955 338.378 329.127 2.84156 326.286 319.738 7.98315 4.10241 311.755 303.741 295.506 80.802 73.0449 214.704 69.3519 62.7478 59.0298
internal_count=2900 319 249 239 89 2581 146 136 2435 2409 82 64 2327 2304 2253 2212 61 2151 2117 72 59 2045 2009 1977 638 577 1339 549 527 517
is_linear=0
shrinkage=0.0284635


Tree=332
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 1 1 1 0 1 0 2 2 1 2 0 2 1 1 0 2 1 1 0 0 0 1 1 2
split_gain=2.08759 3.40818 3.46196 3.079 2.81002 3.76913 2.29837 2.19968 2.8819 2.13065 2.39921 1.77924 1.75842 2.4629 1.7393 2.86722 3.05093 1.66989 1.6615 1.6425 2.62125 1.92994 1.78428 3.7547 2.70052 2.27013 3.84481 2.03826 3.15817 6.61525
threshold=0.39078171310000004 0.52646627350000019 40.305698932850007 41.621607100200002 0.52428071015000011 0.51243974730000008 0.38398550940000004 0.36927038110000004 0.37138109635000011 0.48140774230000011 0.36000419150000007 0.49320379630000005 38.238138001450004 37.962710038050005 0.34554354660000003 40.79983011445001 0.47868327295000007 41.261521012900012 0.37982395740000008 0.48627286610000009 0.61532588845000014 45.027406014450008 0.41753240920000007 0.40850573335000007 0.53321756835000012 0.54910032635000017 0.55411514625000013 0.39971857130000005 0.39584144190000009 41.621607100200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 -4 7 -5 -9 14 11 17 13 -3 -1 16 -16 -11 -10 22 -21 -22 23 27 -25 -24 -27 28 29 -14
right_child=1 12 4 6 -6 -7 -8 8 18 10 -12 -13 19 -15 15 -17 -18 -19 -20 20 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.00035388656211914743 -0.003165996461990592 -0.00032393649740524621 -0.0025140087328429797 -5.8757469243385386e-05 -0.0027692477138092733 0.0018949021321856669 -0.0018427767237416202 0.0023961101051374911 -0.00074694829117040223 0.0013725079416733196 0.00046447407811099639 0.0023673333213518706 0.002819031751020279 -0.0029517615833714881 -0.00019457659943259562 0.00075008960788315994 -0.0034494200719831841 -8.0572453011146797e-05 0.0013798467194881287 -0.0025712871228193643 -0.0025168292014701552 0.00027260703824059311 0.0008564732094072093 -3.5137761169925497e-06 -0.003241379253935377 -0.0019449184399399988 0.00026084423842820826 0.00094792561472366169 -0.0015258879327564757 -0.0013012629608812037
leaf_weight=48.022703221766278 3.5079000629484636 20.432518402114514 1.4479863708838818 98.836774869821966 1.8252053302712736 3.3286754367873073 3.4221466407179824 4.5848733335733396 4.6737130433320999 15.142422959208494 53.657237403094769 6.2300682365894309 3.6916283145546966 2.0414807298220685 3.2583998632617277 4.2767489589750767 2.7749909162521362 5.6518101021647444 3.2343804836273193 2.8554909813683471 1.498387147206812 9.3145925877615792 31.674385455902666 2.2141106203198424 3.3973309034481645 4.4069592002779236 61.514048501849174 9.2758952379226667 7.0632623676210633 4.4991317884996533
leaf_count=263 46 340 45 621 32 33 24 15 38 52 203 25 8 29 40 16 17 22 14 106 116 109 116 21 36 30 331 40 64 48
internal_value=0.000143253 -4.921e-05 -0.00133467 0.000275211 -0.000361592 0.000558395 -1.35825e-06 5.52448e-05 0.000957162 0.00050351 0.000743649 0.00129796 3.00903e-05 -0.000562641 0.000171369 -0.000678766 -0.00169161 0.000977565 0.000122903 0.000124295 -0.000627301 -0.000113934 0.00020472 -0.000280427 -0.00196381 0.000354552 0.000113384 0.000104663 -0.000408121 0.00055578
internal_weight=427.755 173.989 10.1098 253.766 6.60187 4.77666 114.752 111.33 12.493 139.014 80.6815 27.0243 163.879 22.474 58.3328 10.3101 6.03339 20.7942 7.90809 141.405 13.6685 10.813 127.737 30.1414 5.61144 97.5954 65.921 24.5299 15.254 8.19076
internal_count=2900 1550 156 1350 110 78 712 688 67 638 302 99 1394 369 336 73 57 74 52 1025 331 225 694 217 57 477 361 160 120 56
is_linear=0
shrinkage=0.00228122


Tree=333
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 1 1 2 1 0 0 1 0 0 1 2 2 1 2 0 2 1 1 2 1 0 0 2 2
split_gain=2.00221 3.47453 3.18768 2.99945 2.58677 4.02812 1.96215 2.7323 2.70832 3.22361 2.97626 3.25695 2.53541 3.15553 1.54004 3.3778 1.52997 5.07248 1.49845 1.69119 1.88097 1.40777 2.2361 3.46537 2.3399 2.66753 2.32182 4.95532 3.21962 2.78615
threshold=0.39078171310000004 0.52646627350000019 40.305698932850007 41.919251152600005 0.52428071015000011 0.51243974730000008 0.38398550940000004 0.34632196640000007 42.487106141350004 0.3459626957000001 0.47997065955000012 0.47796473160000008 0.34542378970000004 0.47470135625000004 0.47694679800000012 0.3447651268000001 42.773538294100007 43.57842012870001 0.34193587020000005 48.315732392000008 0.37331217625000007 38.238138001450004 0.39167988980000007 0.39971857130000005 41.468518788800004 0.39685937550000011 0.54910032635000017 0.55240861050000023 44.269496632500008 41.590548329450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 5 -4 7 8 12 10 11 16 13 -5 15 -1 -10 -18 19 20 -19 -3 -23 24 -24 -26 28 -28 29 -25
right_child=1 21 4 6 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 22 23 26 25 -27 27 -29 -30 -31
leaf_value=0.00041087313968477175 -0.0039726016395012533 -0.0006677864247078138 -0.0031843383357944219 -3.6950286479032605e-05 -0.0034861879960067788 0.0023111012969525865 -0.0022772851682934126 0.00067482081314840681 0.0014811799096512393 -0.0028742567469807576 0.001362538588186798 -0.0030056045863165702 -0.00016270321622198283 -0.004132524407045435 0.00074361894217143964 -0.0025068156371853413 -0.0029441115251393705 0.0013807239710059871 0.0014159624519635376 0.00038676296066575492 -0.0033233837164089969 0.0030353537906919943 0.00036685798560971483 0.00051577669651727421 -0.0036902485252178082 -0.00049348742815153183 -0.0042300821634448735 8.909812752517478e-05 -0.0011853239752280188 0.0021313163215008466
leaf_weight=21.273822505027059 3.2966855354607087 19.15443346707616 1.6097632832825182 2.3560265228152257 1.7888660165481267 3.3180094310082495 3.0513269975781432 35.410644248593599 4.8837822130881277 2.9966132119297972 12.499295096844433 3.1966642290353766 6.1706407181918621 4.3537196032702923 123.3386494666338 3.8003943100338793 4.6614676550962058 0.97271130234003367 7.0445692837238303 9.7413558904081565 2.3829323980025947 2.1594598442316046 4.5448198840022078 24.358516361564398 4.4513360001146776 4.0521898362785578 2.2226149179041377 74.875736536923796 5.8262724643573156 13.47294771671295
leaf_count=163 46 369 45 30 32 33 22 190 31 20 41 25 32 35 472 68 81 7 28 41 64 5 25 91 59 31 23 691 52 48
internal_value=0.000193912 -4.93165e-05 -0.00167682 0.000355778 -0.000549992 0.000515897 -2.65739e-05 4.4468e-05 -0.000319902 -1.06286e-05 0.000178456 -0.000271624 -0.00148155 -0.00269443 0.000612689 -3.13488e-05 2.277e-05 -0.000264395 0.000355786 -0.000214458 -0.00195979 5.57433e-05 0.000157673 0.000111231 -0.00128437 -0.00216689 0.000262033 -3.54165e-05 0.000787321 0.00109112
internal_weight=413.266 165.132 10.0133 248.135 6.71664 4.92777 99.7217 96.6704 61.2598 48.3794 45.3828 32.8835 12.8804 6.70975 148.413 25.0742 29.6868 24.803 20.1416 13.097 3.35564 155.118 135.964 133.804 13.0483 8.50353 120.756 77.0984 43.6577 37.8315
internal_count=2900 1550 156 1350 110 78 647 625 435 338 318 277 97 65 703 231 252 221 140 112 71 1394 1025 1020 115 90 905 714 191 139
is_linear=0
shrinkage=0.00285066


Tree=334
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 0 0 0 2 1 1 0 2 1 0 2 0 2 1 2 2 1 0 1 0 2 1 1 1
split_gain=0.383428 1.53168 0.951488 0.443384 1.52584 0.625307 1.35561 0.339234 1.12044 1.30631 3.2489 1.68116 0.923733 0.827959 1.22864 2.14054 1.10996 0.779859 0.618312 0.599059 0.591197 2.23783 1.51403 0.589677 1.55721 1.22199 1.5236 0.835865 3.22409 1.77415
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.65954612140000013 0.64899254515000016 0.50663153795000015 0.6777042603500002 0.47727612945000003 0.47577916830000005 42.718072821900002 0.34506451900000007 0.34494476210000008 0.47305469895000007 49.49736495185001 0.34392682850000006 0.4622167001000001 35.131296350900008 0.47760546090000006 42.773538294100007 0.34446573455000007 50.264779514000004 51.307674290650006 0.48363821445000005 0.47886290830000006 0.34608245260000009 0.47796473160000008 40.21994457600001 0.35585760905000008 0.35759408400000009 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -5 -7 8 12 10 -10 -11 13 14 16 -16 -1 -9 -14 -19 23 -22 -23 24 25 -21 -27 -25 -29 -30
right_child=1 2 -4 5 -6 6 -8 17 9 11 -12 -13 18 -15 15 -17 -18 19 -20 20 21 22 -24 27 -26 26 -28 28 29 -31
leaf_value=0.01838604965099902 -0.037606461536643376 0.026957648690156627 -0.032525815353855965 0.026801564780469689 -0.036785624547419654 -0.040210939200274139 0.023060250129639415 0.011087402480945819 -0.023787377268143901 0.0014717039282652264 0.012745579126597316 -0.039380941172144565 0.013967596400165873 0.01918372618149182 -0.036847679629212343 0.0040398766769873477 -0.0022717218726259021 -0.012739643683047853 -0.001627102878563011 0.00044365572439306056 -0.04231233892425388 -0.032740344388569632 0.013275199750967127 0.0043912029157700087 0.012646002442841243 -0.0016902514243197757 -0.033883266870257424 -0.036727790539693647 0.027319316315116433 0.00061820682021107576
leaf_weight=2.7083666643593522 1.2216619172540948 0.64273207396035992 0.69385328357748211 1.4790884125977757 0.77265656786039472 0.52579871600028105 0.79441009910078719 7.1840081810951224 3.9825384765863401 1.519510957412421 5.3027753029018641 2.4728159382939339 7.0975989475846273 1.6976616382598866 2.4619449250167227 2.3270552693866193 23.661297058919445 2.9805947449058285 3.5705025130882859 4.8606487251818162 1.3943553557619441 0.86219642020296339 2.9673129036091268 70.817838624119759 3.5402164757251731 2.3558556213974953 3.2942513283342123 2.1467534080147734 2.3527129441499701 197.69000418845098
leaf_count=47 33 24 129 5 42 41 8 25 24 11 23 38 35 6 83 17 270 19 26 21 23 65 35 295 16 9 37 15 10 1468
internal_value=0.000600276 -0.00697992 0.000642567 0.006103 -0.00783962 0.0131527 -0.00213873 0.000729624 -0.0014378 -0.00921043 -0.00292367 -0.0238321 0.00093333 -0.00160408 -0.00273669 -0.0169797 -0.00015001 0.00113669 0.00874821 0.000894575 0.00103361 -0.00915708 0.00291501 0.00121906 -0.00488763 -0.0107933 -0.0204601 0.00153336 0.000532383 0.00093224
internal_weight=365.379 6.1302 4.90854 4.21469 1.41539 2.7993 1.32021 359.249 56.8021 13.2776 9.28531 3.99233 43.5244 32.8563 31.1587 4.789 26.3697 302.447 10.6681 295.263 292.282 5.22386 3.82951 287.058 14.051 10.5108 5.65011 273.007 202.189 200.043
internal_count=2900 282 249 120 66 54 49 2618 580 96 47 49 484 423 417 100 317 2038 61 2013 1994 123 100 1871 83 67 46 1788 1493 1478
is_linear=0
shrinkage=0.0305668


Tree=335
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 0 1 0 0 1 1 2 2 2 2 2 2 2 1 2 1 1 0 0 2 2 0 2 2 1
split_gain=2.14061 2.73508 2.42919 2.39386 3.62887 2.29247 1.85296 7.20952 7.69763 2.40975 2.70881 5.84214 3.42602 3.29512 1.84468 3.81248 1.76619 5.34559 4.35829 1.85192 4.11462 2.77856 2.68534 1.79903 1.69817 1.56273 3.15371 1.52782 1.51332 1.99591
threshold=0.39167988980000007 0.48181192180000004 0.39458399450000009 44.015822920550008 47.833738492450003 0.53136133645000017 0.37138109635000011 0.51243974730000008 0.50356276755000018 0.36927038110000004 0.35877668335000007 38.592454371550012 41.322103772800006 43.124157941850008 38.771633980050005 36.625813070500008 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007 0.47943175355000006 40.259171735100004 38.318569170500005 0.42314601355000009 41.840895355800008 37.186372654950006 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 5 6 -5 -2 9 8 -8 10 12 -12 -3 -14 15 -9 19 18 -18 21 27 23 24 25 -23 26 -1 -21 -4 -30
right_child=2 3 28 4 -6 -7 7 14 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0020245931290678843 -0.0033881295415809291 0.0020265883729439172 -0.00097404966788105553 -0.0025545776790234982 0.00080182010925224729 0.00021484874075817609 0.00098572780851802514 0.0015810067020503857 -0.0043685689003593008 0.0023245991186793182 0.00069316791292206722 -0.0033517394533749858 2.5704185705197188e-05 0.0021191712458535922 0.0013419379895016797 -0.0013590084334343475 0.00078594678646236088 8.7882294194704442e-05 -0.0032268818986182892 0.0008522906660999454 0.0027541349071177365 -0.0017561824603464149 -0.003073345842482597 0.0013542714280713195 0.0013050046596897427 -0.00036877982449356756 0.0015327433114240077 -0.0012935808885232137 0.0018117135309644948 5.7316088488774611e-06
leaf_weight=2.367586995009332 3.2256562644615761 19.597838811576366 11.612582687695975 4.4398278463631851 5.5894520059227943 2.3409622786566615 3.6518005058169347 6.425501022487877 4.7390730902552605 9.0991264358162862 12.648373417556288 3.5022824630141249 23.256839305162433 7.6833835989236823 20.941241905093193 7.1671494990587234 2.8705406012013537 44.058766906615347 7.5396102964878082 6.6246109828352946 7.0185296125710002 2.5274276137351972 3.8537469059228897 10.668894052505491 3.0986037515103817 23.133935048710555 9.9991181790828687 4.1422246498987079 4.8597347754985085 143.57822794490494
leaf_count=68 58 70 279 54 24 20 14 25 39 33 44 22 88 22 67 34 25 318 66 32 23 38 21 33 14 118 41 40 18 1152
internal_value=0.000172528 0.000331048 -7.31195e-05 0.000616229 -0.000684012 -0.00187295 0.000726078 0.000265979 -0.00203832 0.000986669 0.000804119 -0.000183973 0.00111989 0.000545575 0.000825867 3.07919e-05 4.39981e-05 -0.00033416 -0.00212037 0.000324491 0.00110303 7.56721e-05 -0.00129105 0.000356294 -7.01972e-05 5.63751e-05 0.000851697 2.67294e-05 -1.05207e-05 6.48579e-05
internal_weight=422.263 256.645 165.617 128.742 10.0293 5.56662 118.713 42.9248 8.39087 75.7878 66.6887 16.1507 50.5381 30.9402 34.5339 13.5927 127.904 54.4689 10.4102 73.4347 17.7854 55.6493 9.47978 46.1695 5.62603 35.5006 12.3667 10.7668 160.051 148.438
internal_count=2900 1373 1527 536 78 78 458 179 53 279 246 66 180 110 126 59 837 409 91 428 95 333 73 260 52 227 109 72 1449 1170
is_linear=0
shrinkage=0.00277154


Tree=336
num_leaves=31
num_cat=0
split_feature=0 2 0 0 1 1 2 2 1 1 0 0 0 0 0 2 2 0 2 0 0 2 0 0 1 1 1 0 0 1
split_gain=1.42953 2.08271 3.49597 4.18771 2.44426 2.73197 3.86531 3.54648 2.57674 3.68076 4.08043 2.50079 2.28167 3.54601 6.4722 2.18009 3.4686 2.03653 2.65669 2.06082 3.0868 1.91655 1.94618 1.86938 2.76978 1.64302 3.14124 2.91561 1.35542 2.08739
threshold=0.52324780695000006 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39971857130000005 0.39584144190000009 41.395309858300003 43.633733172900008 0.40367054880000008 0.41640968835000008 0.52877159370000015 0.53321756835000012 0.54017843775000018 0.54910032635000017 0.55240861050000023 38.771633980050005 40.621691032550004 0.48181192180000004 44.015822920550008 0.5089817670000002 0.50356276755000018 37.962710038050005 0.53781323915000012 0.52511900840000014 0.39167988980000007 0.40621538280000008 0.43166372265000008 0.56369569775000017 0.52266399210000014 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 -4 5 6 -3 -7 -6 10 -10 -11 -13 15 -15 -14 -17 -1 28 20 -20 22 -5 -8 -25 -24 -27 -28 29 -19
right_child=1 4 3 21 8 7 23 -9 9 11 -12 12 13 14 -16 16 -18 18 19 -21 -22 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=4.8849491375907539e-05 -0.0043406213992048725 0.0019073339732187903 0.0038860918553531606 -0.0043233473208619585 0.0020922446934978703 -0.0043253502903024465 0.0014241869063610028 2.3281045226013831e-05 0.0010795254117247921 0.0034323030209774683 -0.0044550090120026474 -0.0018370782760185915 0.0036803968516558546 -0.0053024847624092682 0.00015435562141793925 -0.00096592960872271462 0.0019341931518223783 0.0010002630217048976 -0.0027265222708235492 -0.0041512192354395665 0.0026509891974096345 -0.0044068346086073877 0.0014020211326152335 -0.00041060712478680308 -0.0041948391651421852 -0.0041987655284459139 0.002366794901042352 -0.0016024409491587487 0.0023208179754690794 -3.8553741719810281e-05
leaf_weight=123.46089278289583 2.8724497249349978 6.4120633453130784 2.0910628437995937 1.4163073301315368 7.841714220121502 4.5143037810921651 2.1394347362220278 3.5921350326389074 2.305769069120287 2.6452661564107975 3.7025518380105495 5.4662022143602362 3.8360873162746456 2.3961171284317961 71.486835399642587 6.5113811418414143 13.55870460346341 69.959761369973421 2.3824727884493759 1.9732413042802361 2.1807852913625538 1.6015770889352996 4.2455661706626406 4.9364254139363748 3.5443048411980271 2.507075489498674 3.2774885687977058 4.9631053195334971 5.7803556248545638 29.262047660537064
leaf_count=843 41 27 5 17 29 49 12 27 16 31 46 31 8 21 672 27 43 275 37 46 10 26 16 31 52 48 18 228 17 151
internal_value=0.000173404 -5.67844e-05 -0.000970349 -0.000488763 8.80766e-05 -0.000837759 -9.49858e-05 -0.00239838 0.000282433 0.000155615 -0.00233106 0.000296698 0.000216368 0.000331151 -2.26166e-05 0.00142448 0.0009933 0.000337831 0.000657702 -0.0013625 -0.000156605 -0.000996677 -0.000663844 -0.00130391 -0.00199213 -0.000318156 -0.000997664 -2.37774e-05 0.000783462 0.0006939
internal_weight=402.863 167.864 22.9746 20.1022 144.889 25.1387 17.0322 8.10644 119.751 111.909 6.00832 105.901 103.255 97.7891 73.883 23.9062 20.0701 235 111.539 6.5365 4.56326 18.0111 16.4095 10.6202 8.48073 14.9932 10.7477 8.24059 105.002 99.2218
internal_count=2900 1521 399 358 1122 198 122 76 924 895 62 833 802 771 693 78 70 1379 536 93 47 353 327 95 83 310 294 246 443 426
is_linear=0
shrinkage=0.00326596


Tree=337
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 1 1 1 2 2 1 0 0 2 0 1 0 1 1 0 2 2 2 1 0 2 2 2 0
split_gain=0.394304 0.624159 1.09213 0.631896 0.940598 0.357675 0.512924 0.767768 0.673116 0.396899 1.83516 1.10013 2.31223 2.7354 1.35398 1.10014 1.24684 1.06252 0.643609 0.523126 3.05565 0.802046 2.45817 0.561842 3.58715 0.809629 0.536016 0.504212 0.495504 3.31182
threshold=0.50064369330000014 50.666627092000006 48.315732392000008 0.63075955810000017 45.027406014450008 32.785955158400007 0.38185982460000006 0.38573695400000008 0.32921170025000007 36.514114975300011 37.020641110850008 0.38780276035000005 0.52877159370000015 0.54317236010000014 33.151194885250007 0.50749977545000013 0.36543816055000006 0.49320379630000005 0.38733870245000007 0.34193587020000005 0.4588185982500001 41.902916368500009 44.921040431000009 37.858673296900008 0.37668033890000002 0.54384599265000022 40.742467179200005 37.572218886150004 38.703421923500009 0.4901499955000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 8 -8 -1 11 18 15 -13 -14 -15 16 17 -7 -11 20 21 26 -23 24 -21 -26 -12 -27 29 -25
right_child=1 -3 -4 -5 -6 9 7 -9 -10 10 19 12 13 14 -16 -17 -18 -19 -20 23 -22 22 -24 28 25 27 -28 -29 -30 -31
leaf_value=0.0059342175893622008 -0.028236227427678107 -0.031066066550359379 0.0077923082449997466 -0.033108114762333676 0.032175660202693225 0.0011710267743134358 0.029325094558478447 -0.012467899551273106 -0.037307386336459157 -0.023959276100223477 -0.00070321611016221875 -0.027903885189929627 0.021540298090211338 0.010813935139913963 -0.031519174297341128 0.020416696659116513 -0.0092686245829356161 0.019912470126455015 -0.0062608301455495691 0.024973680129261686 -0.037307136510725765 -0.031570115433301647 0.0012540992085343261 0.01536351880128765 -0.013600476552843632 -0.0052247188387228851 0.015604857157990587 0.013569908315496612 0.0010935743952920766 -0.011283412952866828
leaf_weight=0.41298544825985961 0.42766703371307713 0.70057654427364457 2.7571518134791404 1.0802065862953893 0.35838362574577332 5.1402144515886956 0.49934460222721078 0.99564896523952484 0.79978982178727165 2.8299034850206217 2.8529226034879747 2.2608902864158136 3.2578696124255657 0.88053107098676298 1.6292554519604889 4.1108698770403853 3.7576988637447348 4.1254065856337547 3.4492628022562712 5.0039875553920856 1.8387026181444515 2.063758513191714 10.550143046304582 4.9321450688876238 3.9196827001869661 2.2865856462158263 3.2754597421735525 2.0463956100866199 275.41418011893984 12.401148983277379
leaf_count=26 88 34 43 194 1 47 3 66 32 18 23 29 17 5 69 13 17 15 38 20 32 111 65 22 27 26 27 16 1685 91
internal_value=0.000558612 -0.00687223 -0.00320618 -0.019455 -0.00069267 0.000668282 -0.00929091 0.00149143 -0.0225824 0.000743604 0.000491807 0.00407448 -0.00432742 0.00491442 -0.0166671 0.00801135 0.00409555 0.00951543 -0.0142372 0.000774998 -0.00346981 -0.000150212 -0.00411627 0.00106049 0.00659903 -0.0045424 0.00801302 0.00365167 0.000809687 -0.0037011
internal_weight=366.059 5.32399 4.62341 1.86626 0.786051 360.735 2.70777 1.49499 1.21278 358.027 332.864 25.1627 8.02855 5.76766 2.50979 17.1342 13.0233 9.26562 6.27917 326.585 20.581 18.7423 12.6139 306.004 13.2567 8.25266 6.12838 4.33298 292.747 17.3333
internal_count=2900 360 326 283 89 2540 127 69 58 2413 2201 212 120 91 74 92 79 62 56 2145 258 226 176 1887 89 69 50 42 1798 113
is_linear=0
shrinkage=0.0275057


Tree=338
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 1 2 0 0 2 0 2 1 0 2 2 0 2 1 0 2 2 1 2 0 2 1 2 1 1
split_gain=1.81774 2.74649 3.39836 2.55331 3.85622 2.4535 2.5194 2.33648 4.83571 2.44936 3.05259 2.54107 2.34363 1.74411 3.23933 2.8592 2.55861 2.15024 1.73358 2.22839 1.6235 1.59605 1.59437 2.06967 2.19889 2.42175 2.77139 2.19699 3.7503 2.8734
threshold=0.52324780695000006 0.48181192180000004 44.015822920550008 0.5089817670000002 0.50356276755000018 0.39971857130000005 38.238138001450004 0.54910032635000017 0.55240861050000023 44.269496632500008 0.53321756835000012 41.590548329450009 0.41640968835000008 0.52772372085000019 39.091773401050006 39.420767558750008 0.52511900840000014 47.833738492450003 0.42970270350000012 0.55754318735000019 37.962710038050005 40.036761086100007 0.45206730335000006 44.710446918150005 0.61802041855000012 46.177190236600005 0.5024400467000002 39.468990633150007 0.45772581660000006 0.45877368940000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 13 20 9 -9 11 12 21 -11 14 -2 -15 -16 -17 19 -10 -7 -8 -20 27 -25 -26 -27 -24 -29 -30
right_child=5 2 3 -5 -6 6 7 8 18 10 -12 -13 -14 15 16 17 -18 -19 22 -21 -22 -23 23 24 25 26 -28 28 29 -31
leaf_value=4.8791565973669753e-05 -0.0042260074441865568 0.00079635401819745026 -0.0025785055479910666 -0.0038211305197257219 0.0026123505524394304 -0.00070761605976079809 0.0011917187321656903 -0.0043307546357940138 0.00042539308719568252 -0.0017698523729605588 -0.0039737953024919139 0.0020888927741838904 0.0027648980688362024 0.0011875019972145766 0.00081008061960685131 -0.0018061715705507471 -0.0024543791115041163 0.00056869866319918282 0.00074869011500374838 -0.003776695235334116 -0.0039634722097252112 -0.00032368197567096484 0.00072364355892012865 0.0014378001871375957 0.0024052156425433836 -0.0045826216624843845 -0.00024971597287853789 -0.0046732299588002181 0.0030828736190616425 -0.0012266319351336402
leaf_weight=128.29964513739105 3.1340840058401218 110.33754478767514 2.5587020935490719 2.3072553926613182 2.3647579066455364 12.357832317473365 13.208132825791838 2.1977788563817731 2.1286412542685857 1.9311591265723103 1.9312091954052446 13.664412818849085 1.9842161808628587 7.5473893247544792 4.3763786591589433 9.9839544706046564 3.8981995321810246 4.8711408218368879 27.014296009205282 2.2076297271996737 1.4717751874122758 10.888014338910578 6.0155816986225572 10.441138543188574 1.8015995994210223 1.7501706555485723 4.5976087539456785 2.470837637782096 1.4967850893735875 11.823816626332698
leaf_count=843 40 443 37 46 10 309 45 23 15 21 19 50 29 36 23 85 45 34 133 33 25 46 64 71 9 16 89 26 4 231
internal_value=0.000185543 0.000345272 0.000668815 -0.00127738 -8.53162e-05 -5.21919e-05 0.000128977 0.000268162 -4.90957e-05 0.000806145 -0.00095884 0.00107942 0.000528248 -0.000756173 -0.00168881 -0.000281218 -0.000727824 -0.00102743 8.20595e-05 -0.00171392 -0.00105411 0.000506974 0.000197586 -0.000170943 0.000547432 -0.000593325 -0.00144436 -0.000783359 -0.00135744 -0.000742389
internal_weight=411.062 245.868 117.568 7.23072 4.92346 165.194 131.383 117.553 73.9459 43.6071 5.84658 37.7606 3.91538 33.8111 11.4087 22.4025 8.27458 14.8551 71.7481 4.33627 13.8296 24.0961 67.4118 40.3975 18.5905 8.14938 6.34778 21.807 15.7914 13.3206
internal_count=2900 1379 536 93 47 1521 1258 924 714 210 69 141 50 263 108 155 68 119 691 48 334 91 643 510 185 114 105 325 261 235
is_linear=0
shrinkage=0.00293039


Tree=339
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 2 2 2 0 2 1 0 0 0 0 2 1 1 2 2 2 2 0 0 1 2 2 2 0
split_gain=0.349071 1.41559 0.881711 0.413805 1.3598 0.554054 0.331193 1.34818 1.28292 0.972556 1.54811 0.85524 0.674222 1.44161 0.394495 0.914651 1.19863 2.81461 1.54801 0.906238 1.42002 1.6442 0.807721 0.989025 0.768879 1.17727 0.820604 1.16794 0.846856 0.679067
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.65954612140000013 0.64899254515000016 0.50663153795000015 33.96174662340001 33.384956903900012 34.542090938800008 0.51700547890000015 33.151194885250007 0.3621298763500001 0.54384599265000022 0.56793209785000009 0.47727612945000003 0.47577916830000005 42.718072821900002 0.34506451900000007 0.34494476210000008 38.938637541200009 39.945535567850008 40.79983011445001 37.737818700150008 0.45612406815000006 0.43780126340000008 0.31810424840000007 43.57842012870001 42.564639561200003 42.072181850200003 0.47760546090000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -5 7 9 -8 10 11 -1 -11 -14 15 19 17 -17 -18 22 -21 -22 23 -10 25 -23 27 28 -26 -16
right_child=1 2 -4 5 -6 -7 8 -9 14 12 -12 -13 13 -15 29 16 18 -19 -20 20 21 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.016822499592711204 -0.033324800167413786 0.022587296129784506 -0.029172585155631967 0.023233366008520259 -0.032860522430248451 -0.0017761933761972872 0.016022761498788535 -0.030944219688048179 -0.014027567507426869 0.020384736647630849 0.014225615352921061 -0.062789897305646186 -0.038200316971195851 0.018676652746568316 0.0093693984177202812 -0.019962386835368502 0.00081554055196855085 0.010629123858707137 -0.034754023832715732 0.018223490076772441 -0.026866777774641453 0.00054761614217451349 -0.021750668565403138 0.012842736196511544 -0.0023880540376651042 -0.022017672848835348 0.016292519306844128 -0.012172594489002816 0.017260056240827135 0.00077463869477309335
leaf_weight=0.98397932376246833 1.160811640205792 0.62588944379240252 0.64838868478545908 1.4426031317561867 0.71980167782749049 1.2527674048324113 4.1247457930003284 1.268135071499273 2.2459028384182593 1.9547696951776745 0.94694476574659336 0.44489115662872791 0.57197311660274841 0.82218855054816231 7.1306425705552092 3.9923224188387376 1.5290307858958834 5.2970843911170959 2.3488417183980346 3.7616032478399566 1.5976274206768746 12.18368993967306 2.3642510459758341 1.9260630868375299 3.0355105940252525 2.0436094854958347 4.3596897441893807 3.0522120827808976 3.6655399966984987 287.92860667666537
leaf_count=55 33 24 129 5 42 49 33 23 35 10 4 7 18 48 25 24 11 23 38 16 19 167 23 11 25 42 23 31 19 1888
internal_value=0.000543032 -0.00612341 0.000609941 0.00538855 -0.00707139 0.0116093 0.000651493 -0.00527745 0.000769082 0.000408202 -0.0130552 -0.0311348 0.00995949 -0.00465787 0.000588524 -0.0015874 -0.00788148 -0.00251824 -0.0207291 0.000472359 0.00229079 0.000288892 -0.00890311 -0.00162241 0.00181974 -0.00269366 0.00636971 0.00193424 0.00835965 0.000982347
internal_weight=365.43 5.85026 4.68945 4.04106 1.34569 2.69537 359.58 6.99288 352.587 5.72475 2.37582 1.42887 3.34893 1.39416 348.462 53.403 13.1673 9.28941 3.87787 40.2357 33.6995 29.9379 6.53622 4.17197 28.3403 14.2273 14.113 9.75326 6.70105 295.059
internal_count=2900 282 249 120 66 54 2618 165 2453 142 66 62 76 66 2420 507 96 47 49 411 342 326 69 46 307 209 98 75 44 1913
is_linear=0
shrinkage=0.0275125


Tree=340
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 2 2 2 1 2 2 0 1 0 0 1 2 2 1 1 1 0 2 2 2 2 2 2 2
split_gain=1.65314 1.46424 1.96304 1.27556 3.35564 1.71853 2.11919 2.49505 3.53026 1.81628 1.53541 2.11918 2.34688 2.28259 1.42881 2.31529 1.9745 3.04053 3.02858 1.91684 2.81974 2.29502 1.59379 1.5409 1.90069 1.44689 2.41774 2.30689 4.56849 1.77676
threshold=0.50663153795000015 0.30949672165000003 0.37331217625000007 0.39167988980000007 0.39388042275000007 0.53136133645000017 44.215931556700006 43.968221017800005 42.448133449100006 0.39584144190000009 37.186372654950006 34.997818021800008 0.54384599265000022 0.45521092180000006 0.54511840960000013 0.54317236010000014 0.43590012275000006 42.072181850200003 50.065525775750011 0.41865513010000005 0.39971857130000005 0.42440346100000009 0.56055207925000017 40.823855932350007 38.592454371550012 41.792045663550006 40.922041107600009 42.686561923500008 44.710446918150005 40.742467179200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 8 9 -6 11 12 -7 -13 15 19 17 23 -19 20 -12 -21 -18 24 -16 26 29 -27 -29 -24
right_child=-2 3 -4 4 5 10 -8 -9 -10 -11 14 13 -14 -15 16 -17 22 18 -20 21 -22 -23 25 -25 -26 27 -28 28 -30 -31
leaf_value=0.0015705657151311012 -0.0016206533597958404 0.00034443162925981089 -0.0035084844462748865 -0.0036056214283753485 0.0013428949422296891 0.0027381756021274076 -0.0035932240942794613 0.0025469306462700785 -0.0041724308108482206 -0.0013348280787689975 -0.0013758475314156681 -0.0042696460348766799 -0.0016574551200872595 0.00076958090716239453 0.0006933104808304624 0.0020340884713964222 0.0013123037811547222 -0.0040426052743274985 0.0011337701832666034 -0.0025627202939067012 0.0015418779900787626 0.00059341627927180494 -0.00047527683923444806 0.00099217855708602014 -0.0023524890060302936 0.0018343417229435477 -0.0026403149899787799 -0.0025293622533652704 0.00074664190835883795 0.002138410482998438
leaf_weight=1.14235521107912 5.2356909161317153 242.70054427313153 2.3837625496089458 2.6083022933453313 4.6537037417292613 2.2409359924495202 2.5250464570708564 2.3910662308335295 2.7892531193792811 5.7433544769883156 4.3711024448275628 2.9897155482321978 2.739761181990616 1.3127895372454075 3.736006189137699 10.525868326425551 12.689969120547174 4.512201325967907 1.5380720570683477 4.4197653234004957 14.552172988653181 4.9645716957747936 16.036226615775384 7.3766050636768332 4.6888706833124161 9.3474992234259826 4.4962688479572526 5.6695339120924499 18.14922508969903 3.159579060971736
leaf_count=11 319 1258 104 56 20 7 78 10 36 66 29 45 112 28 30 32 45 54 18 23 50 20 130 28 34 39 40 54 111 13
internal_value=0.000157996 0.000180908 -0.00186303 0.000198795 -2.18049e-05 3.75006e-05 -0.000885964 -0.000447125 -0.000990036 -0.000136284 0.000157321 -0.00109442 0.000320245 -0.00273207 0.000246546 0.000758461 2.90471e-05 -0.00080628 -0.00272669 0.000284133 0.00086791 -0.000893037 0.000291503 -7.09677e-05 -0.00100183 6.36747e-05 -0.000537595 0.000493187 -3.31391e-05 -4.50708e-05
internal_weight=411.69 406.454 3.52612 402.928 160.227 157.619 18.1024 15.5774 13.1863 10.3971 139.517 9.2832 4.9807 4.30251 130.234 38.8335 91.4001 21.8518 6.05027 28.3076 18.9233 9.38434 69.5483 15.8015 8.42488 56.8583 23.6921 33.1663 23.8188 19.1958
internal_count=2900 2581 115 2466 1208 1152 210 132 122 86 942 192 119 73 750 154 596 164 72 122 79 43 432 92 64 387 183 204 165 143
is_linear=0
shrinkage=0.00318567


Tree=341
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 1 0 2 2 1 1 1 2 0 2 1 0 2 2 2 2 1 2 1 2 1 0 0 0 2
split_gain=0.365137 0.57884 0.57503 0.868115 0.471697 1.00034 0.331624 1.53151 1.38986 0.354592 1.89322 0.776215 0.597534 1.49523 1.2133 0.473842 1.43158 1.2302 1.11653 1.71872 1.09025 1.58552 0.906336 0.829836 0.810618 0.925302 2.5926 0.450555 1.62997 3.25174
threshold=0.50064369330000014 48.315732392000008 0.63075955810000017 45.027406014450008 48.988717865950008 0.50525433370000017 0.39672464895000009 49.110028829250005 44.921040431000009 0.32272985840000007 0.33263974130000007 0.32600820335000008 42.049402686800001 0.3972336157500001 48.852845034800005 0.34491482290000003 0.47694679800000012 43.968221017800005 42.718072821900002 42.131954243650007 38.115457128050004 0.34427112960000006 39.945535567850008 0.35675578575000005 42.541806567400009 0.34458549145000011 0.47943175355000006 0.47778509625000004 0.47886290830000006 40.305698932850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 7 8 -1 12 11 -11 -8 -14 -15 20 17 18 19 23 -12 22 -22 -17 25 -23 -27 -18 29 -29
right_child=1 4 -4 -5 5 -7 9 -9 -10 10 15 -13 13 14 -16 16 27 -19 -20 -21 21 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.024287518714872062 -0.023745351363928104 0.0087371788506244979 -0.027916720868262308 0.026724912373339484 0.010247812044640184 -0.025432933917137759 0.0097273883547092099 -0.030852580618407066 0.0053815494265263856 -0.005231055735396159 0.012955286833796553 -0.029444124524343123 0.013215300942618342 -0.026966824952666023 0.0015627198652197855 -0.030242002036865921 0.0046032388184733255 0.0045626491719750984 -0.028374805207106141 0.0077433120744982986 0.0003526698032034153 0.010184977331318047 -0.015752046153346629 -0.0074572850016928526 0.011226376147328982 -0.01363952404875675 0.0097303894761802349 0.0066761579397543501 0.00073799966870780683 -0.024642646608364134
leaf_weight=1.0328564988449205 0.40618324716342513 1.6513205505907538 1.0077904599747851 0.33299639821052551 0.795822564512491 0.89782123314216733 5.9551244694739562 1.0112082660198209 4.7302837371826172 1.3189726229757064 5.241002964321523 1.5418539755046365 2.3619218617677689 1.4315186697058382 1.8152617961168287 1.6214890428818747 14.768726134672759 3.0026484951376915 1.8933442616835234 2.2827669531106949 3.7508201822638538 4.6380217708647278 3.7541421465575695 1.8233071255963293 6.8783254474401465 5.2514793165028077 4.9522633776068687 3.2559656053781501 272.11100057759904 3.9264855608344078
leaf_count=116 88 11 194 1 5 61 39 10 20 9 34 42 7 35 8 40 64 16 51 18 17 16 31 36 26 28 18 12 1804 43
internal_value=0.000440615 -0.00572096 -0.0165314 -0.00100877 -7.50098e-05 -0.00866699 0.000527682 -0.00455064 6.43285e-05 0.00062498 0.000490051 -0.0182808 0.00461565 -0.00081182 -0.0110161 0.000648387 0.000357086 -0.0079993 -0.0129487 -0.00784938 0.00322354 0.00147832 -0.00770325 -0.0181822 0.00465084 0.00160344 -0.00229722 0.000658977 0.000450409 -0.0104451
internal_weight=365.443 5.09193 1.74697 0.73918 3.34496 1.69364 360.351 6.77435 5.76314 353.576 342.013 2.86083 11.5638 5.6087 3.24678 339.152 304.686 10.6236 7.62091 5.72756 34.4661 29.2251 7.50496 3.4448 21.7201 14.8418 10.2037 294.062 279.293 7.18245
internal_count=2900 360 283 89 77 66 2540 146 136 2394 2305 51 89 50 43 2254 2084 161 145 94 170 136 48 76 88 62 46 1923 1859 55
is_linear=0
shrinkage=0.0231714


Tree=342
num_leaves=31
num_cat=0
split_feature=0 2 0 0 1 0 0 1 2 1 0 2 1 2 2 2 0 0 1 0 2 1 0 1 1 0 0 2 2 1
split_gain=2.72648 3.00796 3.83299 5.23991 3.05783 2.96494 5.31015 4.19718 3.2468 3.36608 2.86039 4.72716 2.70793 4.183 2.97828 2.58514 2.35012 3.37993 2.10478 2.6155 2.02856 1.86285 1.83881 2.67822 2.79539 3.12304 1.75194 1.66952 4.64694 3.77482
threshold=0.52324780695000006 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39971857130000005 0.54910032635000017 0.55240861050000023 0.42194844465000009 44.269496632500008 0.41865513010000005 0.48181192180000004 44.015822920550008 0.39584144190000009 41.395309858300003 43.633733172900008 41.590548329450009 0.5089817670000002 0.50356276755000018 0.48627286610000009 0.61532588845000014 45.027406014450008 0.39167988980000007 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017 0.63075955810000017 42.178283198950005 42.686561923500008 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=10 2 -2 -4 12 8 -7 -8 15 -10 27 -12 13 -3 -14 -6 17 -13 -9 -20 -21 -15 -5 -24 -25 -26 -22 -1 29 -29
right_child=1 4 3 22 5 6 7 18 9 -11 11 16 14 21 -16 -17 -18 -19 19 20 26 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.00029107699065628295 -0.0029384918924765381 0.0012347345741625629 0.0028057833792122641 -0.002919188939906457 0.00045461903042302138 -0.0032193314982811288 -0.0027424908069701047 0.0003089634556978333 0.00040157913320242142 -0.0028838882956576223 0.00065969395157332886 -0.0019223178124582832 -0.0028626455613781354 -0.00020378311753470183 -0.00025066835039296151 0.0016064419390531409 -0.0028273805111464351 0.0017265053483222562 -0.0024485677512907154 -0.0024010111449582466 0.0017216701396630411 -0.001990219356383654 0.00091796896205371058 -0.002747146780152141 0.0011286891507520198 -0.0013934188312162345 -0.00038096356733716862 0.00058082857468923265 9.2326769484912309e-05 -0.0024053559566522154
leaf_weight=72.762933366582729 3.2942988723516491 6.6783343069255414 2.1573776006698635 1.7260868288576627 25.10670817643404 2.4256257144734255 2.468885699287056 63.217695001512766 4.0686903018504372 2.3264991641044617 111.75869596004486 2.6236133724451056 4.4157585389912111 6.7744156531989557 3.9039366636425257 14.64308789744973 2.557267096824944 2.2284574862569571 2.9665387230925253 1.574150493601336 2.7570133656263334 4.6878767320886254 4.3679949305951622 3.4178983187302938 3.6869058404117805 6.333658913266845 5.9190132860094309 2.7999857570976001 43.048262536525726 7.1149368528276682
leaf_count=434 41 27 5 19 91 23 31 330 27 42 443 37 49 40 27 50 46 10 105 116 10 55 16 58 20 240 99 25 318 66
internal_value=0.000156757 -4.76819e-05 -0.000748863 -0.000416299 6.6123e-05 0.000206022 -4.42575e-05 5.33498e-05 0.00064713 -0.000793638 0.000306119 0.000547967 -0.000607846 -0.000135852 -0.001637 0.000878929 -0.00113726 -0.000246488 0.000143657 -0.000647028 -0.000125638 -0.000934404 -0.000772179 -0.000564057 -0.00104577 -0.00046545 0.000287198 7.68852e-05 -0.00021738 -0.00156205
internal_weight=423.813 178.918 24.9842 21.6899 153.934 127.474 81.3289 78.9033 46.145 6.39519 244.894 119.168 26.4603 18.1406 8.3197 39.7498 7.40934 4.85207 76.4344 13.2167 10.2502 11.4623 19.5325 17.8065 13.4385 10.0206 8.67603 125.726 52.9632 9.91492
internal_count=2900 1521 399 358 1122 924 714 691 210 69 1379 536 198 122 76 141 93 47 660 330 225 95 353 334 318 260 109 843 409 91
is_linear=0
shrinkage=0.00217865


Tree=343
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 0 1 2 1 1 1 2 2 1 2 2 2 1 2 2 2 1 2 2 1 2 1 2 2
split_gain=0.383733 2.45823 0.868467 0.970278 0.765663 2.19993 1.04114 1.00898 1.94873 1.13551 2.98663 3.20151 3.84932 2.90558 2.15736 1.70191 2.64201 1.69141 1.82176 1.0557 1.88117 0.690328 0.664618 0.763236 3.83011 2.70582 1.5271 2.39326 1.48589 1.65321
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 40.337496327150006 0.48543456785000005 0.48368312325000012 0.48181192180000004 0.35877668335000007 41.468518788800004 0.36927038110000004 0.37138109635000011 0.37982395740000008 37.797539186950011 38.592454371550012 0.37482410710000008 38.771633980050005 37.272044000450002 43.740100730350001 0.38906020780000011 43.124157941850008 42.541806567400009 41.348489042950007 0.3621298763500001 42.131954243650007 42.686561923500008 0.34545372890000009 41.468518788800004 0.34569324270000007 41.289992964000007 41.134354310300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 22 8 -6 13 -11 12 -12 -9 -14 16 -13 18 -17 20 -10 -8 23 26 25 -25 28 -28 29 -1
right_child=1 2 -4 -5 7 -7 21 9 19 10 11 15 14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0018922943572844857 -0.037077833351462162 0.00024509733349852307 0.00017769382916602518 -0.03769371211901093 0.022279376128289768 -0.022397915195361977 0.017631272219788052 0.0030641356390797448 0.0077288702689347587 0.024166010356386158 0.016804636435683425 0.0067846649995182539 -0.047955679612727661 -0.028813825185739585 -0.010849601909494294 0.027527961492095444 -0.026177392298330927 -0.0062936916008084522 0.0057719145194314713 0.013953971727807709 -0.019816242677922882 0.002247722054102928 0.014428837257248051 -0.010011260681077735 0.00068952812946156984 -0.04830361727379813 0.0011471915468640882 0.028596181796610116 -0.021348051271392051 0.019354976008856821
leaf_weight=38.960290159418946 2.0394054343923917 1.562549969647079 137.60729546535003 1.4397546958643941 8.6467889398336428 4.7699345964938393 6.2147885188460332 10.703663013875483 7.0984323620796221 7.0208572521805754 2.8198087029159051 7.8730667084455472 3.476218719035387 4.5205701319500795 3.4905777275562286 8.06688235700131 4.1161602884531021 4.8571399115025988 9.1096091717481595 6.3383733294904223 4.5051323845982552 6.7798139825463295 3.2758880369365206 5.7531321928836388 36.413242598297074 3.1878042239695787 10.262175434269009 5.3828685823827973 3.8244686834514132 4.5455496865324667
leaf_count=283 56 19 1396 56 48 24 23 42 27 33 11 37 37 41 30 23 22 31 35 26 22 24 25 58 300 37 75 19 20 20
internal_value=0.000612821 -0.000736433 -0.000209337 -0.0179485 0.00147975 -0.000177122 0.000673533 0.00379346 0.00927756 0.00158596 0.00397828 0.000743018 -0.0160617 -0.00640147 -0.0293644 0.00557687 -0.00453192 0.0110774 0.0159896 0.00301158 -0.00296563 0.00960505 -0.000366393 -0.000813802 -0.00411143 -0.023664 0.00156112 0.0105914 -0.00142383 0.00032765
internal_weight=364.662 142.649 140.61 3.0023 222.013 129.37 124.6 92.6433 26.5887 66.0546 50.8303 43.8095 9.78661 15.2242 6.9668 34.0229 11.9892 22.0336 17.1765 17.9419 11.6036 12.9946 111.605 108.33 45.3542 8.94094 62.9754 15.645 47.3303 43.5058
internal_count=2900 1527 1471 75 1373 908 884 465 123 342 259 226 78 83 67 148 59 89 58 75 49 47 837 812 395 95 417 94 323 303
is_linear=0
shrinkage=0.0333403


Tree=344
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 0 2 0 2 1 0 1 0 0 1 1 2 0 0 2 2 1 1 2 2 1 2 0 1 0
split_gain=0.331387 1.16805 0.807075 2.74603 1.57029 1.63299 1.39842 1.72043 0.959071 0.580783 2.70129 1.39412 1.28805 1.47098 1.1485 0.911927 0.829234 1.87529 2.24591 2.59337 1.94172 1.21851 2.91524 1.76354 2.68375 1.08961 2.38375 5.45609 2.19121 1.24861
threshold=48.988717865950008 48.852845034800005 0.55671985870000007 0.31100865245000009 0.61802041855000012 0.66697104880000013 50.264779514000004 0.47648274005000008 50.264779514000004 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.58859016195000013 0.59665878265000016 0.47383311875000006 0.46419268885000003 44.527357125550004 0.58859016195000013 0.39614083410000006 44.758188263300006 48.315732392000008 0.41640968835000008 0.39167988980000007 47.833738492450003 45.154229826150008 0.45206730335000006 39.468990633150007 0.58258734765000009 0.44705248345000009 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 8 -6 -5 -8 -4 15 -11 -12 -13 -14 -15 16 25 18 -18 -20 21 22 23 24 -21 28 -27 -28 29 -1
right_child=2 -3 4 6 5 -7 7 -9 -10 10 11 12 13 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0014135815977505523 0.0083251696912623879 0.013107676883875818 0.019312360950613311 -0.041005561687819353 -0.038469020754451251 0.011270427027245882 0.035360005377184853 -0.03110806103625284 -0.00094806087916417617 -0.033132604473015373 -0.036931136666563273 0.038894554739592892 -0.031581111972778346 0.02610677939455382 -0.00056796507958976623 0.015449702253359581 0.017163081687695182 0.0151283280705196 -0.042958023265110765 0.014927355211594918 -0.027816003337939491 0.011773748293713962 -0.036545585021859631 0.018238425606640105 -0.02253620421329474 0.0053705957114074474 -0.045430771870376564 0.0064781230226699698 0.015231250630454461 -0.0052508150533722717
leaf_weight=254.77104525337927 2.991087242960929 5.618057206273078 3.1334723560139519 2.1964219259098177 1.2939259242266419 0.81935086636804033 0.49619817733764626 0.73348462523426861 4.0985160756390542 2.1962890165741547 0.72666167770512302 0.69242339488118787 1.0091600841842581 1.4406140358769324 8.2657817461149516 3.1434266967698923 2.5151130782906028 3.264289576560258 1.7089372803457106 2.3144874852150696 2.9210397806018582 3.2215042794123283 2.1207242244854561 2.6559327729046345 3.9060702612623572 5.8699951600283367 3.0437020258978009 3.1130896434187889 8.2981820222921652 23.323193495511077
leaf_count=1576 13 22 19 27 22 40 1 51 69 65 20 3 27 8 352 12 15 11 28 12 22 21 42 9 67 57 32 17 35 205
internal_value=0.000461398 0.000639422 -0.00344797 -0.0109761 0.00172146 -0.0191842 -0.0278267 -0.00428705 0.00783036 0.000433716 -0.00499821 9.39276e-05 0.00245234 9.74956e-05 0.00339108 0.000672363 0.000528571 -0.00433353 -0.00730721 -0.0105725 -0.00734342 -0.0031376 -0.00750571 -0.000567655 -0.00859711 0.000929834 -0.00719938 -0.0191838 0.00127121 0.000854652
internal_weight=361.902 346.14 15.7625 6.41719 9.34527 2.11328 3.4261 1.22968 7.23199 340.522 14.3309 12.1346 11.408 10.7156 9.7064 326.191 323.047 24.6281 21.3638 18.8487 17.1398 14.2187 10.9972 8.87649 6.22056 298.419 12.0268 6.15679 286.392 278.094
internal_count=2900 2658 242 92 150 62 79 52 88 2636 475 410 390 387 360 2161 2149 227 216 201 173 151 130 88 79 1922 106 49 1816 1781
is_linear=0
shrinkage=0.027569


Tree=345
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 0 0 1 1 2 0 1 1 0 0 0 2 0 0 2 1 0 1 0 1 2 2 1 1
split_gain=1.918 3.19688 2.65297 1.97134 1.61457 1.98169 2.06296 4.0312 1.93938 3.10767 2.3278 1.64228 1.90164 2.74289 2.69769 1.47342 4.92348 2.92226 2.54443 4.34855 2.10655 1.99133 2.5397 1.41138 2.0232 2.67273 1.79957 2.02444 3.60159 2.9779
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.34524415440000006 38.238138001450004 37.962710038050005 0.52877159370000015 0.52975958800000011 0.3982365797500001 0.39584144190000009 44.015822920550008 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017 0.54910032635000017 0.55240861050000023 44.215931556700006 0.53321756835000012 0.53136133645000017 41.590548329450009 0.42970270350000012 0.55754318735000019 0.45206730335000006 0.57600071855000012 0.44705248345000009 44.710446918150005 39.468990633150007 0.45772581660000006 0.45877368940000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -8 9 -6 -11 -9 -13 -14 -15 17 -17 20 19 -19 -10 22 -18 24 25 -23 27 -25 -29 -30
right_child=1 4 -4 -5 8 -7 7 11 15 10 -12 12 13 14 -16 16 21 18 -20 -21 -22 23 -24 26 -26 -27 -28 28 29 -31
leaf_value=8.4343705943715365e-05 -0.0030792665985672129 -0.0032202427214679695 0.00048508055484914632 -0.0010980692926449271 0.00046283650077574617 -0.0035096252230495898 0.004407247986867811 -0.0034919719565861106 0.00036070200421920795 -0.0035412785323475256 0.00022926092892123533 0.0013854509495346205 -0.0033988627213702586 0.0017888014564330895 -0.0013438398234630407 -0.004058360381353431 0.00047851280788483802 -0.0030202804686928629 -0.0037040124259414857 0.0024283916690752512 0.0016224461314292935 0.00038694084431541083 -0.0035427499601135871 0.00065951423355969279 -0.00097618346933024333 0.0023942210334959276 0.00050128258850932897 -0.0041648305416591624 0.0029904600419813554 -0.0010793550286865479
leaf_weight=52.920157014857978 2.5511010885238639 1.8158654533326686 188.76938989013433 12.978077023057265 5.5808507241308671 1.7197423361940298 1.3120363950729395 1.2891993038356329 26.390641525387764 3.9650127440690994 1.7419348023831842 3.7312095127999774 2.4471504325047126 3.3076521102339012 5.2682028525159694 2.1896896697580805 2.2036458831280461 1.9484589316416521 1.9828531946986911 2.4365628957748413 15.539629481732844 16.217308171093471 2.4532970003783703 6.1473822449333992 4.6190354581922284 7.0279531106352797 18.114851900376379 2.5110877603292456 1.5032019093632687 11.460971500724552
leaf_count=428 56 29 798 147 31 30 2 15 110 47 15 13 48 18 228 23 15 72 20 6 71 73 35 64 37 23 185 26 4 231
internal_value=0.000175285 -6.05705e-05 0.000321128 -0.000148522 -1.08628e-05 -0.000713873 -0.000463083 -0.000174607 9.87109e-05 -0.000979716 -0.00239039 -0.000549313 -0.000292188 -0.000860057 -0.0001356 0.000197883 -4.20346e-05 0.000567701 -0.00114834 7.30591e-06 0.000828313 7.9674e-05 -0.00163991 0.000198132 0.000667255 0.00099382 -0.000130821 -0.00066038 -0.00118469 -0.000607458
internal_weight=412.144 157.477 254.668 65.8982 154.925 20.8911 19.1713 17.3555 134.034 11.2878 5.70695 16.0434 14.7542 11.023 8.57585 122.747 74.4484 48.2981 6.36788 4.38502 41.9303 72.2587 4.65694 67.6018 27.8643 23.2453 39.7375 21.6226 15.4753 12.9642
internal_count=2900 1527 1373 575 1471 383 353 324 1088 93 62 322 307 294 246 995 716 279 98 78 181 693 50 643 133 96 510 325 261 235
is_linear=0
shrinkage=0.00271873


Tree=346
num_leaves=31
num_cat=0
split_feature=0 2 1 1 1 1 1 2 0 2 0 0 1 2 1 0 0 2 0 0 0 2 2 1 1 1 2 2 0 0
split_gain=0.339536 0.879443 0.958468 0.61248 1.53238 0.752675 0.581915 2.19027 0.696421 2.76676 0.554001 0.659676 2.29937 1.11724 0.509905 0.515848 1.45699 1.44073 3.15697 3.54166 1.60329 1.72472 1.34953 1.86111 1.99848 1.79462 1.45316 1.24241 1.79789 3.76885
threshold=0.42314601355000009 41.24714903835001 0.31063441215000004 0.32272985840000007 0.33263974130000007 0.32600820335000008 0.34392682850000006 38.115457128050004 0.47305469895000007 42.131954243650007 0.47470135625000004 0.47670728420000003 0.3447651268000001 43.19689381845 0.34446573455000007 0.52324780695000006 0.52266399210000014 38.238138001450004 0.52877159370000015 0.52937037810000021 0.53781323915000012 37.962710038050005 38.386256906100009 0.39971857130000005 0.4019490434500001 0.39724858540000008 43.633733172900008 41.395309858300003 0.53321756835000012 0.52511900840000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 7 -6 9 -8 -10 12 -12 -14 -13 16 -16 18 -17 -20 -21 -22 -19 25 -25 27 -27 -24 29 -29
right_child=3 -3 -4 4 6 -7 8 -9 10 -11 11 14 13 -15 15 17 -18 22 19 20 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.011158687538370354 0.0083293690655064055 -0.00074283142285029439 -0.02903166557854656 -0.0050088548132337487 0.021381013539440077 -0.031516212997228552 -0.031668841147220461 -0.0028682773648770056 0.0096104415031946621 0.0069333912525930425 0.0068624928978258237 -0.012701363875264726 -0.030562185915992628 -0.0024314007665574501 0.0011949050544069319 -0.032660944669376649 0.014324984005293832 0.016836794468406528 0.028426828201893517 -0.032333495319100347 -0.0016308196666071652 -0.033437615091233573 0.0066516382667063684 0.021343183701902625 0.00094036491831100489 -0.03164514706872535 -0.0031427988190242174 0.010232970757291958 0.0022411457798802129 -0.032261745167516752
leaf_weight=0.49485751241445441 6.218654751777648 10.26239957322832 1.4799395945738067 1.3229739330708974 3.8105040155351144 1.3553687045350669 1.983975207840557 5.9831656962633133 4.1386363990604869 2.7954868543893099 3.833163544535636 1.7956204265356053 2.4681297997012739 1.3733453415334222 156.03717648878228 2.5508480025455382 5.4669480809243387 3.1045429810183114 1.9985262379050279 1.4142848607152689 12.403911414628963 1.165610239811939 5.8342421576380792 3.0912984274327746 102.10214848796022 2.7912755794823161 1.8648362495005129 2.0033801794052106 5.8688947302289307 3.7385015115141869
leaf_count=7 33 160 75 9 18 32 52 34 17 27 13 9 45 14 810 41 24 15 5 19 310 24 30 12 899 35 14 12 45 60
internal_value=0.000410265 -0.00368274 -0.0189605 0.000553979 0.000412721 -0.0184228 0.000561264 0.00656659 0.000382944 -0.00909056 0.000522243 0.000405035 -0.00683622 -0.0205053 0.000582456 0.000659046 0.00163936 -0.000396931 -0.00672875 -0.00283358 -0.00700306 -0.004363 0.000551546 0.000154371 0.00153994 -0.00644043 -0.0202296 -0.00276009 -0.00748934 -0.0174351
internal_weight=360.753 12.2372 1.9748 348.515 342.297 2.67834 339.618 9.79367 329.825 4.77946 325.045 320.907 7.67464 3.84148 313.232 311.436 161.504 149.932 19.5332 16.9823 14.9838 13.5695 130.399 127.295 105.193 22.1011 4.65611 17.445 11.6108 5.74188
internal_count=2900 242 82 2658 2625 41 2584 52 2532 79 2453 2436 72 59 2364 2355 834 1521 399 358 353 334 1122 1107 911 196 49 147 117 72
is_linear=0
shrinkage=0.0249996


Tree=347
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 1 1 1 0 0 1 0 2 2 0 2 2 0 1 1 2 2 2 2 2 1 2 1 2
split_gain=0.3293 0.534682 0.514669 0.796223 0.405325 0.304148 0.416463 0.71856 0.658738 0.372371 0.300766 0.581347 0.527015 2.22698 0.466363 0.40088 0.370901 1.06109 0.368944 1.24674 1.02538 0.519352 0.352247 3.36241 2.95395 1.84423 2.83424 2.35102 2.12537 1.79819
threshold=0.50064369330000014 48.315732392000008 0.63075955810000017 45.027406014450008 0.66697104880000013 32.785955158400007 0.38185982460000006 0.32921170025000007 0.38573695400000008 0.53136133645000017 0.42646926740000007 0.32272985840000007 0.41155953415000007 35.818873074050011 41.395309858300003 0.45612406815000006 39.56957118270001 43.673409002000007 0.46768060835000008 0.34307356065000005 0.34392682850000006 42.131954243650007 41.24714903835001 41.134354310300004 41.028010303750008 40.259171735100004 0.44805544745000009 40.036761086100007 0.35585760905000008 39.945535567850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 6 7 -1 -8 -10 12 -12 14 -14 -7 16 -13 -18 21 -20 -21 -17 23 24 25 27 -27 29 -29 -22
right_child=1 4 -4 -5 -6 10 8 -9 9 -11 11 15 13 -15 -16 18 17 -19 19 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0085156605502713263 -0.027426587198376567 -0.011266215363082815 -0.031845230416150477 0.030535061636640114 0.0079526569342519404 0.017876432177970587 0.028330265435477717 -0.036564447746715155 0.0044105266610605072 -0.028879749763489265 0.010117762891917766 -0.00031269389634805335 0.010306389937842038 -0.035339973428615945 -0.0022637758918550247 -0.0010839934667186838 -0.033768437375165779 0.0073242284198815778 -0.015401861093390447 0.015427513435528577 -0.00021681321003014752 0.016251548604204406 -0.00027011097189755511 0.0191595440585706 -0.021648887632712652 0.0097394286764518785 -0.013999418951750128 -0.00077932768656691206 -0.028744562543234067 0.015173334553843964
leaf_weight=0.38881376851350002 0.37915181828429811 1.3708330770023169 0.94714510194899049 0.30935335159301758 1.8576953774318097 0.90742712002247472 0.43572320044040658 0.73385716610937379 0.50975546054542065 0.45897578258882277 4.6575489416718474 2.1779503906145683 1.4961594846099608 1.5791444124188272 9.2579659640323353 2.3897270625457159 1.0823693261481819 0.77515418082475651 3.474619580898433 3.3826996237039557 93.708858273690566 2.5869129151105881 164.95680787833408 7.3890349492430678 4.1594018265604964 29.128737924620509 4.1273730448447159 3.9549307599663726 3.8600684534758329 5.7944876328110686
leaf_count=26 88 28 194 1 49 11 3 32 4 62 23 22 12 53 141 26 35 9 30 12 616 15 1121 28 26 124 37 21 29 22
internal_value=0.00039373 -0.00653456 -0.0190229 -0.00138375 -0.000207676 0.000489097 -0.00877865 -0.0209519 0.000952212 -0.0113621 0.000555852 0.000711308 -0.00340793 -0.0131327 -0.000465934 0.000579724 -0.00781904 -0.0166203 0.000682769 0.000571473 0.000744664 0.00792721 0.000588023 0.00151855 0.000617936 0.00127678 0.00679323 -0.000432673 -0.0145922 0.000679418
internal_weight=358.239 4.86418 1.63565 0.688505 3.22853 353.375 2.52713 1.12267 1.40445 0.968731 350.847 337.607 13.2407 3.0753 10.1654 332.949 4.03547 1.85752 328.914 323.937 320.462 4.97664 317.08 152.123 144.734 140.574 33.2561 107.318 7.815 99.5033
internal_count=2900 360 283 89 77 2540 127 58 69 66 2413 2196 217 65 152 2173 66 44 2107 2066 2036 41 2024 903 875 849 161 688 50 638
is_linear=0
shrinkage=0.0268104


Tree=348
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 0 0 2 2 0 0 2 0 1 0 0 0 1 1 2 1 0 2 1 0 2 0 0 2
split_gain=2.24082 2.95743 2.24947 2.45965 2.32716 2.92285 2.32313 3.43712 2.24649 2.62536 2.4956 2.13027 2.11555 3.28396 1.87449 1.81315 2.82649 2.38744 1.98618 1.74343 1.68631 1.64837 3.39541 2.17849 2.07331 2.77596 2.37002 2.89422 4.92506 2.29929
threshold=0.38906020780000011 41.621607100200002 0.48181192180000004 0.34554354660000003 0.35877668335000007 0.51929582950000019 0.50579323975000012 0.51243974730000008 38.238138001450004 37.962710038050005 0.51243974730000008 0.49320379630000005 40.79983011445001 0.47868327295000007 0.36730936200000003 0.51589772760000019 0.50300889195000009 0.50482021495000018 0.38042274180000007 0.3453339720000001 35.97706729810001 0.48627286610000009 0.61532588845000014 45.027406014450008 0.41753240920000007 0.54317236010000014 38.771633980050005 0.52428071015000011 0.53136133645000017 50.065525775750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 6 14 -8 9 -2 -10 19 13 -5 20 16 -3 -18 -17 -4 -6 24 -23 -24 25 26 -12 -28 -29 -27
right_child=8 15 4 12 5 -7 7 -9 10 -11 21 -13 -14 -15 -16 18 17 -19 -20 -21 -22 22 23 -25 -26 29 27 28 -30 -31
leaf_value=0.00042172111515685346 -0.00041616477974691125 -1.6482823934123754e-05 0.0017617732348369395 1.6326704621734938e-05 0.00091567223059727432 0.0015513656258780281 -0.0022506328378643654 0.00029805114416705186 -0.0025060570670778414 -0.002920735953374214 -0.0019648267002155034 0.0024878854365778889 0.00034478870305822666 -0.0034294836975772547 0.0014206925483796465 -0.0028399185713962483 0.0023610035167303846 0.00030641530963963374 -0.00025583636697044568 0.00039477392101551359 -0.00070406296938611509 -0.0025631323411858609 -0.002466837783253472 0.00041696746160621053 0.0003534708745334102 -0.0027298443070401497 0.0010777964635484757 -0.0014210445771818427 0.00053438952149970987 0.0004128927203712738
leaf_weight=48.376868609688245 23.200480989879001 94.76303591625765 8.0492465570569092 2.71090698847547 6.0568886436522025 9.8779882714152318 4.1563169509172422 7.0369996279478073 1.8336799181997765 2.268920619855634 2.8759334906935683 6.1272315680980673 4.4453422203660011 2.752656877040863 8.3733036518096906 2.1504246704280368 4.7303347587585431 6.8190625719726086 4.6344325579702854 10.774360544979571 6.669039860367775 3.3918695729225865 1.5139554606284935 8.8876263899728638 98.270697997417301 3.6184241101145735 11.136941343545912 10.84670338407159 15.379138173535464 1.6849458478391168
leaf_count=266 377 596 25 40 21 31 29 25 51 34 19 24 18 17 29 33 16 36 25 42 28 106 116 109 504 47 42 108 68 18
internal_value=0.000157163 0.000299507 0.000534503 0.000215118 0.000811846 0.000493567 0.000169997 -0.00064833 -2.64392e-05 -0.000639282 7.14582e-05 0.00134978 -0.000793552 -0.00171974 0.000604126 3.89324e-05 0.000110014 0.00114792 -0.00107485 0.000979323 6.68478e-05 0.000101447 -0.000632376 -2.77184e-06 0.000171829 -0.000220117 -2.09389e-05 0.000128688 -0.000274355 -0.00173136
internal_weight=423.414 238.504 125.407 58.2858 67.1214 42.1705 32.2925 11.1933 184.909 25.4694 159.44 24.9508 9.90891 5.46356 21.0992 113.097 106.312 11.5494 6.78486 18.8236 12.7259 157.606 13.7935 10.4016 143.813 45.5421 40.2387 37.3628 26.2258 5.30337
internal_count=2900 1301 595 341 254 163 132 54 1599 411 1188 91 75 57 78 706 648 52 58 67 49 1137 331 225 806 302 237 218 176 65
is_linear=0
shrinkage=0.00222222


Tree=349
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 2 2 0 0 2 1 1 1 2 2 0 2 0 1 2 1 1 0 0 1 1 0 1 1 2
split_gain=1.91288 3.69891 2.37716 1.83107 3.48051 1.86699 1.83621 1.64277 1.52527 1.57549 3.51095 1.99381 1.75881 1.72353 1.81676 1.5081 1.89243 1.31186 2.97364 2.52546 2.80048 2.27083 3.68924 2.92333 2.90054 3.15921 2.86051 4.77506 2.54644 1.62603
threshold=0.45393850480000009 0.45664800455000004 49.275256100300005 0.47727612945000003 0.34524415440000006 42.718072821900002 42.131954243650007 0.47305469895000007 0.68186581240000022 44.710446918150005 0.46613873835000008 0.47536001915000009 0.47976108500000009 46.177190236600005 48.315732392000008 0.56369569775000017 42.406961525800007 0.52324780695000006 0.41753240920000007 38.238138001450004 0.43166372265000008 0.40850573335000007 0.53321756835000012 0.53484925600000011 0.39584144190000009 0.39458399450000009 0.52772372085000019 0.38991347565000006 0.39971857130000005 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 9 10 15 -12 -13 -11 -15 -3 -17 29 21 20 -20 23 -23 24 25 26 27 -19 -25 -5
right_child=1 8 -4 17 5 -7 -8 -9 -10 13 11 12 -14 14 -16 16 -18 18 19 -21 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00014557232647854961 -0.0030519922446678466 0.0016954298526242373 -0.0011285767239470447 0.00069564298430065564 -0.0027700101606365993 -0.0022996870688019597 0.0012857798154910401 -0.00014014841338919485 -0.0025394960179985215 0.0018942367765988699 -0.0029396608346317155 0.00097694194731914657 -0.0014050575766469721 -0.0014895797521768763 0.00054878910244011145 -0.0013151928463994173 0.0012461392253880889 0.00053871293944269649 -0.0029162460756770518 0.00054808879868035857 0.00010939463502902266 0.00051599735585755146 -0.0031748538131748548 -0.00029915021346204967 -0.0017138129684572592 0.0018156957205245846 0.00074051373304396737 -0.0032215737176534134 0.0015562072258231061 0.00023776301320954505
leaf_weight=51.054032324813306 2.5823790673166505 3.8595355954021233 7.2893855161964884 76.897112380713224 2.2480297085130569 5.2773443292826414 2.2933598943054676 3.1871249601244926 1.4260018817149092 3.7096245028078583 3.1912459550658232 2.3533925660885853 6.3954096062807366 3.1398617140948764 10.68353987764567 3.5656723845750093 2.9053553193807602 3.3931083697825724 2.5070828553289166 70.537944387644529 5.2592712328769267 2.5437839291989794 3.673579853028059 8.1427952870726603 9.0023585818707925 3.8545745350420466 5.123415581882 4.1867894465103745 8.2799997646361572 97.769859268795699
leaf_count=415 34 14 112 302 53 67 14 17 129 12 68 17 263 28 82 40 10 22 45 282 59 22 47 47 93 12 29 56 31 478
internal_value=0.000148747 -0.000316885 0.000203509 0.000230095 -0.000131583 -0.00121954 -0.000481979 -0.00122788 -0.000145574 -5.98093e-05 -0.00047567 -0.00134572 -0.000764309 0.000468421 8.57919e-05 0.000529933 -0.000165209 0.000307025 0.00012433 0.000407706 -0.000867323 -0.000336031 -0.00166477 -0.000139255 -0.000637545 -5.23886e-05 -0.000619223 -0.0015383 0.000636279 0.000439345
internal_weight=416.333 43.812 372.521 365.232 64.0599 13.0059 7.72851 5.43515 41.2296 39.8036 22.2706 11.94 8.7488 17.533 13.8234 10.3306 6.47103 301.172 126.505 78.3043 7.76635 48.2004 6.21736 41.983 25.5602 16.5579 12.7033 7.5799 16.4228 174.667
internal_count=2900 697 2203 2091 566 151 84 70 663 534 412 348 280 122 110 64 50 1525 745 386 104 359 69 290 212 119 107 78 78 780
is_linear=0
shrinkage=0.00235581


Tree=350
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 1 1 1 1 0 1 2 0 1 0 1 1 1 2 1 2 1 2 0 0 2 2 1 0
split_gain=2.0866 3.44336 3.57388 2.92713 3.37096 2.91861 2.56013 1.70548 2.45569 1.7038 1.70155 1.95421 2.34297 2.76265 1.88661 2.23494 1.73133 1.43445 1.43436 4.1616 4.20988 2.99374 2.64135 2.51358 2.51003 5.38698 2.27647 2.42305 2.16288 2.59153
threshold=0.39078171310000004 0.52646627350000019 40.305698932850007 0.52428071015000011 0.51243974730000008 41.621607100200002 0.38398550940000004 0.36927038110000004 0.37138109635000011 0.39167988980000007 0.48140774230000011 0.34554354660000003 40.79983011445001 0.47868327295000007 0.35877668335000007 0.49320379630000005 0.34548366815000003 0.37982395740000008 0.39971857130000005 41.468518788800004 0.39584144190000009 38.238138001450004 0.39685937550000011 37.962710038050005 0.54910032635000017 0.55240861050000023 44.269496632500008 41.590548329450009 0.42970270350000012 0.55754318735000019
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -9 -3 11 -1 13 -13 15 16 -12 -10 19 20 -11 -20 -21 -22 26 -26 27 -23 29 -27
right_child=1 9 3 -5 -6 6 -8 8 17 18 14 12 -14 -15 -16 -17 -18 -19 21 22 23 24 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00043350271820072502 -0.0035789521169138578 0.002114262005719281 -0.0027512110192030263 -0.0030900022283044753 0.0020947656334164258 -4.3356825601690077e-05 -0.0021637071071504387 0.0025774697957439974 -0.00078956886167493956 0.0020038073429258299 0.0016295806949006956 -0.00016542098479610138 0.00064232634755800183 -0.0037143185935032833 0.00052508250133779404 0.0027984065635225713 0.00010825319935227253 0.0014221791428028292 -0.00096233999846813759 -0.0033335417385878105 0.00038352238616876289 0.00044009938467093671 -0.00050009278582786789 -0.0033290018991453856 -0.0037552113827611631 0.0003244299302225124 -0.00081494401487328355 0.0017588560067131106 0.00017347158268030824 -0.0033130008981217228
leaf_weight=47.496612818096764 3.4738485431298596 2.4633261784911147 1.2858367492444811 1.8221791121177373 3.2137000341899693 96.39833458326757 3.3935342058539382 4.0312396734952909 4.4606794603168964 5.2205156870186347 11.016167163848882 2.9188938846345973 4.1025130916386843 2.7028713971376419 52.524097483605146 5.4701663404703131 8.462387301027773 3.2378130629658699 15.601747202337718 4.3954441007226688 2.581853874027729 24.850262634456158 4.0391295738518238 2.1288099586963654 2.4406564095988861 2.4392473772168151 5.5793371661566189 13.899729553610085 72.041379323927686 2.5770902670919895
leaf_count=263 46 7 45 32 33 621 24 15 38 18 37 40 16 17 206 24 35 14 333 59 18 91 31 23 23 15 52 48 643 33
internal_value=0.000153383 -6.20995e-05 -0.00151793 -0.00038537 0.000709926 0.000302211 -4.39419e-07 6.74534e-05 0.000978124 2.68857e-05 0.000552794 0.000221997 -0.000811065 -0.00187168 0.000797119 0.00136983 0.000968645 0.000140643 -5.70013e-06 -0.000670163 0.000439454 8.18234e-05 -0.00197667 -0.00129422 0.000213383 -5.55305e-05 0.000695642 0.000913141 6.16498e-05 -0.00154426
internal_weight=416.269 170.054 9.79556 6.32172 4.49954 246.215 111.522 108.128 11.7297 160.259 134.694 57.2209 9.72428 5.62177 77.4728 24.9487 19.4786 7.69849 157.795 18.3658 9.93118 139.429 8.43457 4.71066 123.828 79.4984 44.3293 38.75 77.0577 5.01634
internal_count=2900 1550 156 110 78 1350 712 688 67 1394 638 336 73 57 302 96 72 52 1387 149 59 1238 90 41 905 714 191 139 691 48
is_linear=0
shrinkage=0.00252939


Tree=351
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 2 1 1 2 1 1 0 0 1 0 0 2 2 0 1 0 1 1 1 2 2 0 2 2 2
split_gain=1.98397 2.0096 2.01011 2.37504 1.68702 1.6226 2.24931 5.38179 2.41752 1.77382 4.0413 4.56988 2.69293 2.01919 6.54784 3.24712 2.64677 1.34304 1.32862 2.48766 2.90444 1.75553 1.42633 2.65124 1.62975 4.32211 2.57395 1.22202 1.07647 1.30488
threshold=0.30560462260000004 0.39167988980000007 0.39458399450000009 0.53136133645000017 41.621607100200002 37.186372654950006 0.39584144190000009 0.3982365797500001 44.015822920550008 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.53592706805000012 0.4211999641000001 0.54017843775000018 0.54191491270000014 40.878805547300004 41.532441862050007 0.47943175355000006 0.34548366815000003 0.48543456785000005 0.36000419150000007 0.34458549145000011 0.34500464060000008 40.259171735100004 39.091773401050006 0.47796473160000008 40.532725462000009 36.82350895510001 36.735256530150004
decision_type=2 2 2 2 2 2 2 2 2 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 17 28 -7 8 -8 12 11 -11 -9 16 -15 -16 -12 18 22 27 -21 -22 -2 -24 25 26 -25 -20 29 -4
right_child=1 2 5 -5 -6 6 7 9 -10 10 13 -13 -14 14 15 -17 -18 -19 19 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028728894852550683 0.0005490268884240858 -0.0033146500836568511 -0.0010236448363100945 0.00038925609710506437 7.8218479277416273e-05 0.0018865799335806015 -0.0034655938075759162 -0.00046456616105012796 0.00025203743006312323 0.0010981485756202743 -5.0452669206274147e-05 -0.0035901126325871692 0.0021267465423132825 -0.003867744380252025 0.002924579426209386 1.6504467025559118e-05 0.0019179809961760853 0.0020094103705656828 0.0022416773106271244 -0.0010825501856061631 0.0017450330285391491 0.00044061553935149543 -0.0021478783600988012 -0.0014933473439585779 0.00088871166321245754 -0.0036968453463151504 0.0033110123884534963 0.00088414537267131126 -0.0034038967047684073 0.0023706725926721842
leaf_weight=1.5697986958548416 21.949689948931336 2.9419505866244426 8.9412158771883661 2.2166513162665069 110.69067438319325 4.7996110022068015 4.5708514004945746 4.8474259106442315 1.7726331725716589 2.2938526179641476 10.087011262774469 4.4898823238909245 7.3972856607288122 3.1275486673694095 2.8951899185776702 88.759359394665807 9.8673065025359374 4.3300295397639266 9.1056507863104361 8.2145115286111814 8.8069089129567129 52.126040369272232 5.0165956511627909 1.5358490949729451 8.4846199867315573 2.4437256250530481 1.7332248389720915 10.340955734252928 1.2166208543349046 0.91131040314212519
leaf_count=91 143 58 252 20 639 18 56 30 15 18 45 57 26 79 7 784 35 14 28 39 40 213 31 37 40 18 4 36 18 9
internal_value=0.000159136 0.000170862 -6.34823e-05 -0.00172308 0.000325128 -8.59471e-06 6.758e-05 5.2676e-06 -0.00242673 0.0001206 2.18217e-05 -0.00200482 0.0011009 0.000141646 -2.28357e-05 0.000108365 0.000922928 0.000528954 0.000479551 0.000665937 0.000425804 0.000629149 7.84043e-05 -0.000459225 0.000137453 -0.000978312 0.00105387 0.00151979 -0.00100581 -0.000709687
internal_weight=407.484 405.914 161.136 5.1586 244.778 155.977 144.908 140.108 6.34348 133.765 121.52 6.78373 12.2447 114.736 94.7821 91.6545 19.9543 134.088 129.758 88.5941 69.1475 60.9329 41.1637 19.214 14.1974 5.7128 3.26907 19.4466 11.0691 9.85253
internal_count=2900 2809 1527 78 1282 1449 1170 1152 71 1081 1025 75 56 950 870 791 80 643 629 356 292 253 273 130 99 59 41 64 279 261
is_linear=0
shrinkage=0.00270225


Tree=352
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 1 2 1 1 0 0 0 0 1 1 1 1 0 1 0 2 2 1 0 2 2 1 1 0 1
split_gain=1.64846 2.65014 2.59503 2.56753 2.89772 2.14886 2.25329 2.53765 3.41867 5.59274 2.25778 2.04415 3.45678 2.15248 3.19669 1.90771 3.05498 2.4313 4.25263 1.70321 1.98033 1.62697 1.52751 2.26471 1.8606 1.49696 1.46199 1.43057 1.6646 1.45456
threshold=0.52324780695000006 0.48181192180000004 44.015822920550008 0.5089817670000002 0.50356276755000018 0.39971857130000005 38.238138001450004 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.53321756835000012 0.54017843775000018 0.54095685760000012 0.41985269900000005 0.42067602765000006 0.39584144190000009 0.39458399450000009 0.52772372085000019 0.38991347565000006 0.53484925600000011 37.858673296900008 37.962710038050005 0.48627286610000009 0.61532588845000014 45.027406014450008 37.572218886150004 0.50064369330000014 0.3453339720000001 0.52266399210000014 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 27 4 -4 15 21 -8 9 -9 -10 -12 -13 -14 -15 16 17 18 -2 20 -17 25 -16 -24 -25 -7 -26 -3 29 -29
right_child=5 2 3 -5 -6 6 7 8 10 -11 11 12 13 14 22 19 -18 -19 -20 -21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=3.204051765947831e-05 0.00034326237136813161 0.0015845387582123177 -0.0019574719379141076 -0.0034432594163082233 0.0022734474050605477 -0.0011097510228976499 0.0016639433849588929 0.0021157467048012212 0.002662743371971647 -0.0035225522191994927 -0.0014100814704859873 0.0031827920187639516 -0.0018886840014511923 0.0020131409178419822 0.00025560095211633063 -5.0837439108197972e-05 0.0016082385174017023 0.0001507820554529454 -0.0036033858044181386 -0.00024214619667797712 -0.003295135540685151 -0.0035100639922878039 -0.0029576158699760602 -0.0029370462488692221 0.0017973528537498832 0.0010172620874524007 -0.00049579353349582349 0.00073582027164324825 0.0019527468441815955 7.5133459058377576e-06
leaf_weight=126.80896526109427 3.5270280037075343 11.561960164457558 2.3727600406855336 2.1263751471415162 2.2570315897464752 9.6643511596485023 8.1220198329538089 1.7898782743141044 2.6515505253337315 4.2233134610578418 5.5751250386238089 2.7972908169031134 3.5025710612535468 6.7835004031658164 74.315753890201449 1.8559686988592128 5.1282631065696469 9.8641965398564917 4.3658878421410918 4.2657363899052143 4.8779451102018356 1.5253470833413292 2.623057974735274 1.4909467655234028 3.0262675359845144 3.130135651677846 5.7831475450657308 59.665859371423721 5.9881057143211356 29.177252889610827
leaf_count=843 22 38 37 46 10 281 29 7 31 55 31 6 22 21 391 17 21 63 56 25 59 25 106 116 11 28 98 237 17 151
internal_value=0.00015451 0.000297402 0.000594799 -0.00101167 0.000105109 -4.61361e-05 0.000102939 0.000220061 0.000117695 -0.00184426 0.00022638 0.000165376 0.000252927 0.000168891 0.00024554 -0.000648878 -0.00020915 -0.000734012 -0.00183979 -0.00156376 -0.00240096 -0.000900494 0.000108096 -0.000740126 -0.000175426 -0.000589383 0.000291963 0.000696813 0.000588581 0.000496635
internal_weight=410.848 239.958 113.149 6.75617 4.62979 170.889 137.004 122.684 114.562 6.01319 108.549 105.898 100.323 97.5252 94.0227 33.885 22.8854 17.7571 7.89292 10.9997 6.73391 14.3198 87.2392 12.9234 10.3004 12.7945 8.80942 106.393 94.8312 88.8431
internal_count=2900 1379 536 93 47 1521 1258 924 895 62 833 802 771 765 743 263 162 141 78 101 76 334 722 331 225 309 109 443 405 388
is_linear=0
shrinkage=0.00267314


Tree=353
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 0 0 0 2 0 2 0 2 1 2 1 0 1 2 2 2 1 0 1 0 2 1 2 2 2
split_gain=0.355505 1.85097 0.97097 1.47416 1.14012 1.51071 0.877582 1.11306 0.629847 0.815196 1.23205 2.20054 1.20864 1.77733 1.19371 0.624115 3.00111 1.90225 1.16703 1.24815 2.01571 1.61978 1.70475 1.02524 3.11343 1.93548 1.6391 1.49681 2.65794 2.24078
threshold=49.275256100300005 49.49736495185001 0.5810754169000002 0.49901200560000009 0.57811143375000007 0.55820185025000013 0.6166282446500001 0.66697104880000013 48.680511450650009 0.43780126340000008 41.558544840500012 0.39614083410000006 39.468990633150007 0.31810424840000007 44.921040431000009 0.45206730335000006 0.56055207925000017 0.44922307715000004 44.527357125550004 43.19689381845 43.082598263550004 0.34488488370000009 0.47886290830000006 0.45772581660000006 0.56323163980000013 39.468990633150007 0.45877368940000007 44.710446918150005 42.526729949000007 46.177190236600005
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -5 -8 9 10 12 14 13 -1 -12 17 -17 18 19 20 -11 -21 -23 25 -25 -18 -26 28 -28 -29
right_child=1 2 3 6 -6 -7 7 -9 -10 15 11 -13 -14 -15 -16 16 23 -19 -20 21 -22 22 -24 24 26 -27 27 29 -30 -31
leaf_value=0.0036328373355046161 -0.037139862564497132 0.0063665081478051274 -0.033413504230542422 0.021039010915363355 0.02181890600766789 -0.032100681379057125 -0.03571864546624956 0.010638076345930779 0.0069871230850659383 0.0009339719686456006 -0.029076781938538653 -0.035662928392914663 0.015514006382439363 -0.041837142922513462 0.012274122327780301 -0.049711941255200058 0.00055880953636937899 0.018134689489912474 -0.0063434473346188919 0.024154040643835792 -0.017979216982830278 -0.010922786329487255 0.0072539763235035292 0.030357529857948644 0.02469761738322717 -0.030035743073450461 -0.0038781246569737217 0.023625725964371822 -0.036492264435554742 -0.0093672815462200014
leaf_weight=2.2472490677610026 1.1833483106456686 3.5415334133431298 1.4805226912721989 1.0437946151942017 2.2957222498953342 1.0139839667826889 0.77204103115946032 0.82973437244072556 11.927222599275408 238.9802179003018 0.74939306685701046 2.4862936830613762 2.6813394818454981 0.94197108622756776 1.9202408939599989 1.0274642305448676 4.2719580428674844 4.9946722732856861 16.475829235743731 3.5363776506856075 4.4316357700154176 4.7815283257514265 23.883287636563182 2.5478570219129351 1.6104436442255998 2.5493186973035336 10.140159717979261 3.0553617551922789 2.3827494499855666 3.3127504091244191
leaf_count=32 22 65 36 14 10 24 15 33 56 1356 88 64 26 51 10 15 34 21 170 12 37 38 121 7 8 24 379 13 71 48
internal_value=0.000549285 -0.00412149 -0.000562136 -0.0112112 0.00585117 -0.00219566 0.0012137 -0.0117054 0.000711138 0.000490332 -0.00694114 -0.0168523 0.00176352 -0.00979722 0.000666508 0.000740172 -0.00301841 0.00113108 0.000840323 0.00126976 0.000589632 0.00641091 0.00422194 -0.00141228 0.00138823 -0.0108753 -0.00221198 -0.00450601 -0.0100837 0.00646246
internal_weight=363.096 12.1607 10.9773 4.12609 6.85124 4.55552 2.64557 1.60178 350.935 339.008 11.0265 5.15593 5.87056 3.18922 2.66963 327.982 30.8981 297.084 292.089 275.613 243.412 32.2012 28.6648 29.8706 23.0493 6.82128 20.5015 18.891 12.5229 6.36811
internal_count=2900 219 197 98 99 89 62 48 2681 2625 271 162 109 83 98 2354 599 1755 1734 1564 1393 171 159 584 526 58 519 511 450 61
is_linear=0
shrinkage=0.0277871


Tree=354
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 0 1 0 0 2 0 2 2 0 1 1 0 1 0 0 0 1 1 0 0 1 0 0 0 1
split_gain=1.19643 0.956437 2.04646 1.87424 1.80396 3.13865 5.27568 3.25991 2.99178 3.76415 1.91007 2.03394 1.58958 1.54621 2.27103 1.45915 1.31692 1.12022 2.27399 5.3102 1.368 3.98262 2.28153 1.31276 3.72992 2.99886 1.34793 1.3534 1.12939 1.76702
threshold=0.50064369330000014 42.599563320500003 43.19689381845 43.542456167850005 0.38398550940000004 0.50356276755000018 0.34632196640000007 0.48101853240000009 0.47715637260000004 42.773538294100007 0.56859076075000015 42.871500973550006 43.022303514600004 0.57600071855000012 0.47536001915000009 0.34632196640000007 0.58626987215000004 0.47106374065000006 0.55754318735000019 0.58859016195000013 0.55335169605000012 0.4211999641000001 0.41367024935000007 0.5089817670000002 0.53321756835000012 0.40105086675000007 0.49967066855000003 0.48041974790000003 0.47905751325000007 0.34518427590000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 15 5 6 7 8 9 -3 11 -6 -11 -1 16 -4 -15 18 20 -20 21 22 23 26 25 -25 27 28 29 -5
right_child=-2 2 3 17 10 -7 -8 -9 -10 12 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0003630132929117834 -0.0012272986621824726 0.0032714255563429467 -0.00045205127924830978 0.00065435821278484352 -0.0058765622725507026 0.0025116476517610007 -0.0045649980360787483 0.0018707795518319234 -0.0033646581198660593 -0.0054448100271422767 0.00017830720528356982 -0.0014745134246490462 -0.00013492548488220208 -0.00089355390855574155 0.0008281165154146947 0.0019866309515107227 -0.0040167441963013537 0.0010492895948702838 -0.004420824603289469 0.00067022470302468629 0.0024472074850624428 -0.0042662288182989229 0.0025275424727041434 -0.0044203006067147351 0.00088528742158384098 0.00016242812604179877 0.0022028406047755337 -0.0016497343605154757 0.002304076323370824 -0.0014512372729486138
leaf_weight=258.43586596928071 6.7772799199447027 2.6261626463383525 3.8045699503272763 17.523621807806204 2.2126793731003991 3.6489659324288359 3.6012781504541627 6.1136263459920874 4.2822925709187984 1.1289903912693264 2.3798721134662628 2.5691092303022742 1.469934440217912 3.4751279255142418 4.728244288242422 10.307953555136917 2.7307129281107336 9.9326151404529792 4.3478590995073301 4.976459015160799 2.6552346963435403 2.3993363596964619 4.2632608562707892 4.2368095945566875 6.5174395851790905 2.615838878788054 3.7723371759057036 4.4309126222506157 3.0002859458327285 6.0804708488285533
leaf_count=1426 360 14 34 128 25 14 29 19 33 22 20 22 26 60 67 48 74 67 64 25 14 71 18 66 36 22 15 33 8 40
internal_value=0.000174607 0.000198952 -4.97353e-05 0.000201994 -0.000811346 -0.000349797 -0.000892985 -4.6436e-05 -0.00127928 0.000429816 -0.00228533 -0.00351148 -0.00244157 0.000310567 -0.000929045 0.00132919 -0.00226783 -5.26451e-06 -0.000162021 -0.00170369 8.79985e-05 -2.62287e-05 0.000167764 -4.10531e-05 -0.000937412 -0.00267095 0.000303251 7.23557e-05 0.000359167 0.000111952
internal_weight=397.045 390.268 120.898 90.865 30.0329 22.8713 19.2223 15.621 9.50738 5.22509 7.16166 4.78179 2.59892 269.37 10.9341 14.1125 6.20584 76.7525 66.8199 9.32432 57.4955 54.8403 52.441 48.1777 13.3701 6.85265 34.8076 31.0353 26.6044 23.6041
internal_count=2900 2540 913 689 224 157 143 114 95 62 67 47 48 1627 201 82 134 607 540 89 451 437 366 348 124 88 224 209 176 168
is_linear=0
shrinkage=0.00336544


Tree=355
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 1 2 0 2 0 1 2 1 0 2 1 1 0 1 1 0 1 2 0 2 2 0 1
split_gain=2.91772 3.56776 3.03637 3.27895 2.54784 3.74346 2.2577 2.85352 2.62074 3.92534 2.62206 2.17388 2.40693 2.06129 2.18196 2.28713 2.09218 2.01347 3.02133 1.9317 2.86153 2.66652 1.91031 4.0067 3.01846 2.28825 1.8986 1.76591 3.76961 1.73331
threshold=0.39078171310000004 41.621607100200002 0.52646627350000019 40.305698932850007 0.52428071015000011 0.51243974730000008 0.38398550940000004 0.34569324270000007 42.988308018450006 0.48015029490000011 41.872669623500009 0.48140774230000011 0.36000419150000007 38.238138001450004 0.48627286610000009 0.61532588845000014 37.962710038050005 0.34193587020000005 0.31810424840000007 0.47886290830000006 0.3459626957000001 0.34632196640000007 0.51589772760000019 0.38042274180000007 43.124157941850008 0.50300889195000009 45.027406014450008 42.428475018400007 0.47470135625000004 0.35759408400000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 5 -5 7 8 9 10 -3 -1 -13 16 -15 -16 -4 18 -10 29 -21 -22 24 -24 25 -23 -17 28 -12 -9
right_child=2 6 13 4 -6 -7 -8 19 17 -11 27 12 -14 14 15 26 -18 -19 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023117708348400405 -0.0030783106284864238 0.00082495769185297017 -0.00041719837789015626 -0.0024551882908346073 -0.0026692144827262501 0.0018507355013108815 -0.0017497039189453615 -0.0012859976182523329 -3.1888417548389545e-05 -0.002610534355920457 0.00023537238400949474 0.0013252600278234141 0.00051638278648340804 0.00020628807037939594 -0.0024879656249027046 -0.0024397601610460689 -0.0028954031746980286 0.00068578247646392139 -0.0029525408962741556 0.0017595479566176063 -0.0013117304463296001 -0.00057290525885920704 -0.0028809442351994648 0.0014724858553687133 0.0015490651723812333 0.0013056572383489411 0.0001342725995597854 -0.00029621738743020357 -0.0035143534092790616 0.00047896954350096042
leaf_weight=59.45970755815506 3.2931416649371368 6.2689457498490873 19.325453228666451 1.4555688109248874 1.7088070209138093 3.2195306573994458 3.4431715644896022 5.487456792034207 12.227187197655441 4.8220922872424117 2.33278287295252 27.688092030584812 53.658739600330591 123.92655858863145 2.8942076277453443 1.6805902230553318 1.8535044251475472 16.817339330911636 2.0538352541625491 9.0846313089132291 4.1854439303278914 9.3053572773933464 2.2154893707483998 1.9944562055170534 13.455732583999632 4.9219403378665438 9.2693355837836844 9.0237808953970653 3.0996331423521042 5.5629143957048655
leaf_count=336 46 29 340 45 32 33 24 42 118 27 29 99 203 694 106 116 29 74 28 24 19 41 33 9 51 22 109 73 30 39
internal_value=0.000167075 0.000316459 -6.06939e-05 -0.00127246 -0.000340915 0.000510108 2.76545e-05 8.18793e-05 -0.000271065 -0.000799842 -0.000378551 0.000555003 0.000791701 1.30801e-05 0.000112566 -0.000726395 -0.000634082 0.000163324 -0.000451924 0.000437537 0.000641849 0.00036041 0.000579852 -0.000818512 0.00079251 7.69843e-05 -0.000260789 -0.000900454 -0.00190415 -0.000397488
internal_weight=425.735 257.109 168.627 9.67705 6.38391 4.6751 116.302 112.859 56.6456 25.5472 20.7251 140.807 81.3468 158.95 137.771 13.8441 21.179 31.0984 14.281 56.2134 45.1631 36.0784 31.893 4.20995 27.683 14.2273 10.9499 14.4562 5.43242 11.0504
internal_count=2900 1350 1550 156 110 78 712 688 408 188 161 638 302 1394 1025 331 369 220 146 280 199 175 156 42 114 63 225 132 59 81
is_linear=0
shrinkage=0.00222816


Tree=356
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 1 0 0 1 2 2 2 0 1 1 2 1 0 1 2 2 1 1 2 2 0 1 0 1 0
split_gain=1.74104 2.48969 3.8908 4.45018 2.43193 2.25456 2.60756 5.63476 2.57155 3.31892 3.2682 2.23967 3.22044 2.20479 2.14999 2.12689 2.00076 2.53987 2.0789 2.45812 2.48688 3.67391 3.24886 3.21957 2.34995 2.09589 3.66526 2.01386 2.46459 3.84963
threshold=0.52324780695000006 38.238138001450004 0.52877159370000015 0.52937037810000021 0.47727612945000003 0.39971857130000005 0.54910032635000017 0.55240861050000023 0.39584144190000009 41.395309858300003 43.633733172900008 44.269496632500008 0.53321756835000012 0.34524415440000006 0.41640968835000008 41.941595803500007 0.42970270350000012 0.55754318735000019 0.45206730335000006 44.710446918150005 39.468990633150007 0.45772581660000006 0.45877368940000007 42.526729949000007 41.558544840500012 0.57600071855000012 0.44705248345000009 0.61802041855000012 0.48627286610000009 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 13 8 11 -8 9 -3 -10 15 14 -1 -13 -7 17 -9 25 20 -20 -22 -23 24 -24 26 -18 28 -21 -30
right_child=1 5 3 -5 -6 6 7 16 10 -11 -12 12 -14 -15 -16 -17 18 -19 19 27 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00012060710164733221 -0.0035159226928934322 0.001450825926031251 0.003300605797923194 -0.00081151772354337158 0.00047846164901463718 0.00054545154125639557 -0.0040270415268341374 0.00043636743788541934 -0.0034674578305362675 -0.00096915036653263671 -2.3035764869315777e-05 -0.0014431393173764432 -0.003549521734394938 -0.0011066997110278573 0.0024998410589021605 0.0018560609103180797 0.00034159640056773718 -0.0034229129494471868 0.0006351303426810306 0.0020966934682115105 -0.00411960143715423 0.0028459311190974206 -0.0016694203272424463 -0.0034823159646574487 0.00097143827977297739 -0.00087545567648393172 0.002533865051123249 -0.00048507867918024292 -0.0030586713090696078 0.002314577907012194
leaf_weight=52.032589235343039 3.2349117845296886 6.3459551408886972 2.0379061847925213 18.291205655375961 176.00455627962947 26.254333417862654 2.4034395301714531 2.2743693152442566 4.2019701935350886 10.451837222091852 3.5329995285719633 1.8460661945864552 1.9459361545741556 12.684302344569003 2.0153271011076868 12.84916105121374 16.637642376124866 2.4876858945935965 6.4273696092423078 7.5665808245539683 2.6946004554629353 1.5524932295083989 4.9706077780574542 3.2121756426058701 4.4488329265732318 4.743849189952015 7.8066659718751898 8.2372571900486928 1.9704364165663721 1.7576404511928556
leaf_count=428 41 27 5 353 799 98 23 15 49 95 27 21 19 152 29 43 73 33 64 27 26 4 100 71 60 37 23 114 38 6
internal_value=0.00017262 -3.00292e-05 -0.000827151 -0.000399295 0.000317584 9.63433e-05 0.000240882 -4.72518e-05 -0.000634827 -5.49195e-05 -0.00189419 0.000748951 -0.000780613 -0.000119941 0.000614769 0.000976109 7.7314e-05 -0.00157971 0.000186869 -0.000183293 -0.00076213 -0.0012942 -0.000757452 -0.00120033 -0.000422134 0.000730137 0.00104173 0.000507393 0.00123121 -0.000525397
internal_weight=412.921 172.199 23.564 20.3291 240.721 148.635 124.102 79.1916 24.5328 16.7978 7.73497 44.9108 5.80733 64.7169 3.86139 39.1035 76.7882 4.76206 72.0262 42.838 23.3061 16.8787 14.1841 12.6316 9.41944 29.1882 24.4443 19.5319 11.2947 3.72808
internal_count=2900 1521 399 358 1379 1122 924 714 198 122 76 210 69 580 50 141 691 48 643 510 325 261 235 231 160 133 96 185 71 44
is_linear=0
shrinkage=0.00263956


Tree=357
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 2 2 0 1 0 1 2 2 0 1 1 2 2 0 0 1 1 1 1 2 2 2 1
split_gain=1.32814 2.66071 1.84407 1.49604 3.01695 1.38147 2.05011 1.88732 3.36666 2.52728 2.40814 1.92295 1.56908 1.18114 1.14289 1.12887 2.25025 2.11612 2.12441 1.69789 1.20098 2.03287 1.7123 2.70932 1.81784 1.56773 2.76556 2.62177 1.83165 1.66187
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 43.124157941850008 42.801286935650005 42.487106141350004 41.621607100200002 0.48851830785000006 0.35877668335000007 0.49320379630000005 0.34503457980000002 37.186372654950006 36.82350895510001 0.53136133645000017 0.39584144190000009 0.39904493880000008 44.215931556700006 43.933728833200007 0.54511840960000013 0.54317236010000014 0.41865513010000005 0.42440346100000009 0.41753240920000007 0.43590012275000006 41.348489042950007 40.823855932350007 38.592454371550012 0.45393850480000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 8 10 -10 11 12 -4 14 -3 16 -15 -18 19 -19 21 22 24 -24 -17 26 27 28 -22 -27
right_child=1 13 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14 15 -16 20 17 18 -20 -21 25 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=4.6231191914309014e-05 -0.0043553642280222821 -0.00079493841080883869 0.0033607044075111528 -0.0033972258248492881 0.0011509032878584445 0.0021908470571736162 -0.0016303786793847308 0.0027475974992057645 -0.003562353260487441 0.00013411154433906988 0.00053832604675292238 0.0042440021194486742 0.00074921819564006844 0.0013328677544194977 -0.0047469230888503465 0.00020119552152754968 -0.0046314978133644149 -0.0015675667930718522 -0.0043028226860986271 0.0031741832221494951 0.0009642022231657946 0.0023297798810661585 -0.0034344474637979204 0.00090177022513172422 0.0030389598917536383 0.00086835253377636563 -0.0027359414894065717 0.0025668861180348215 -0.0027965246814565976 -0.00033068021636641298
leaf_weight=122.53119086986408 2.1767878909595302 9.9458951451815647 4.803852826356894 3.8739282339811307 5.1617431566119194 10.540029428899286 5.3819401934742919 7.2744552642107001 4.4462646320462209 7.6098664179444313 53.568617597222328 4.8032090663909903 12.774299427866934 4.4058712534606448 1.2498774582054455 13.362426947802311 3.174474470317362 2.4315848993137479 1.8224086568225173 2.1669329516589642 3.4753636121749896 9.60139576718211 4.1897860467433912 4.5723746307194233 4.6058491244912139 33.038900356739759 8.2542127957567555 4.4537162706255913 4.5220217108726501 37.388245579903014
leaf_count=837 56 266 15 54 24 37 28 22 22 37 221 24 52 20 20 66 46 32 72 12 30 32 23 20 13 153 87 13 34 532
internal_value=0.00020274 -7.916e-05 0.000382535 0.000725252 -0.000799049 0.000849108 0.000708619 0.000840738 0.000683119 -0.00122913 0.000986666 0.00205974 0.0014629 -1.81859e-05 -0.00123613 7.8204e-05 -0.000971702 -0.00202988 -0.000743651 0.000666861 0.00019353 0.000792369 0.000240141 -0.00117167 0.000928606 -4.52088e-05 -0.000987469 0.000171647 -0.00116225 0.000231812
internal_weight=397.608 154.838 242.769 120.238 9.03567 111.203 100.663 95.2806 88.0061 12.0561 75.95 22.3814 17.5782 152.661 11.1958 141.466 14.0013 9.5954 6.42093 4.59852 127.464 36.3318 26.7304 8.76216 17.9683 91.1325 20.7053 12.4511 7.99739 70.4271
internal_count=2900 1527 1373 536 78 458 421 393 371 59 312 91 67 1471 286 1185 182 162 116 44 1003 154 122 43 79 849 164 77 64 685
is_linear=0
shrinkage=0.00389531


Tree=358
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 2 2 1 0 0 0 1 2 2 1 0 2 2 1 1 0 2 1 0 0 2 2 2
split_gain=1.58064 3.19664 1.8926 1.92221 3.7643 1.62784 2.05534 2.11745 3.85846 2.96248 2.87216 2.03927 1.54246 1.41206 1.31578 4.02231 3.23142 1.42218 1.40773 1.26096 2.41299 1.97725 2.32878 1.71949 1.70665 1.55277 1.42333 1.53235 1.4166 1.24786
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 43.124157941850008 42.801286935650005 42.487106141350004 41.621607100200002 0.35877668335000007 0.48851830785000006 0.49320379630000005 0.52366695610000014 0.34503457980000002 42.178283198950005 42.686561923500008 0.34479506600000004 0.41932876265000008 41.24714903835001 41.468518788800004 0.34569324270000007 0.34554354660000003 0.47905751325000007 39.646013290900008 0.34530403280000005 0.47760546090000006 0.47778509625000004 37.572218886150004 40.259171735100004 37.572218886150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 5 -5 6 7 8 9 11 -10 13 -3 -4 17 16 -16 18 -1 21 25 23 28 26 -25 -21 27 -19 -23 -14
right_child=1 12 3 4 -6 -7 -8 -9 10 -11 -12 -13 29 -15 15 -17 -18 19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0038385642380901978 -0.0039126207463667483 -0.0021964421152011566 0.0029827375613790306 -0.0032319544662631058 0.0011471539597858727 0.0020728306792398123 -0.0013684754421517406 0.0025532815319679061 -0.0033803340151646916 0.00048100414041814509 0.00010289765534076679 0.0037961084147185671 -0.00093276804667667798 0.00080689279236514531 0.00080462005858852133 0.00012237637428542697 -0.0036124825369907927 0.001915394176474336 0.00087220460836164634 0.0012752002360898501 0.0029235252914422646 -0.0017636647417416619 -0.0032855514350829903 -0.00065236074073160306 0.0016901740668474033 -0.0014171596297293556 0.0026463548474156013 -0.00039227120461325193 0.0018088903567130483 0.00015595637557423611
leaf_weight=1.8256852827034884 2.5150461224839082 3.6947166097816071 4.8370875529944959 4.209489652886985 5.2132034003734589 10.940484829246996 5.5247881785035124 7.4693961590528479 4.4049137160181981 53.437137827277184 7.7501338310539722 5.4465901702642432 13.748637022101319 13.183269932866095 2.7529715187847597 41.780052103567868 6.8653703983873129 6.2189560942351836 1.2805137364193795 6.9402420055121201 6.6196509413421145 2.3555981297977251 3.8313817605376244 16.916295953094963 4.7193525470793238 4.0098695307970047 6.1044000759720793 7.5690862722694874 2.9862490352243185 136.48025432461873
leaf_count=74 56 75 15 54 24 37 28 22 22 221 37 24 310 52 25 318 66 30 26 33 23 38 21 77 17 22 18 36 13 1086
internal_value=0.000209831 -6.06946e-05 0.000382432 0.000685497 -0.000809167 0.000810139 0.000674774 0.000791719 0.000643976 0.000929009 -0.0011594 0.00194917 2.24426e-06 0.00139094 8.0254e-05 -0.000339953 -0.00234821 0.000382843 -0.00189658 0.000486552 0.00128176 0.000210983 -0.0012363 0.000530678 -0.000141387 0.000289273 0.00126164 0.000648578 0.000233498 5.63186e-05
internal_weight=401.631 156.439 245.192 122.416 9.42269 112.994 102.053 96.5285 89.0591 76.9041 12.155 23.4669 153.924 18.0204 122.776 51.3984 9.61834 71.3773 3.1062 68.2711 17.5698 50.7013 9.17323 41.5281 21.6356 10.9501 19.8924 13.788 5.34185 150.229
internal_count=2900 1527 1373 536 78 458 421 393 371 312 59 91 1471 67 837 409 91 428 100 328 78 250 72 178 94 55 84 66 51 1396
is_linear=0
shrinkage=0.00344448


Tree=359
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 2 0 1 0 2 0 1 1 0 0 1 1 0 2 0 2 0 1 2 0 0 2 1 0
split_gain=0.437993 1.29197 0.459309 2.24918 0.853337 0.96793 0.728981 2.1991 1.7 2.21458 3.1331 2.58598 2.18404 1.5746 1.43917 2.59634 1.78676 1.22346 2.31316 2.34531 2.02775 1.46318 1.28627 1.65875 1.23225 3.47776 1.0203 0.994817 0.974917 0.935676
threshold=0.30949672165000003 0.37331217625000007 0.39167988980000007 0.39388042275000007 0.52366695610000014 0.39971857130000005 40.580626202750004 0.57507260265000015 0.39971857130000005 0.54475913895000005 44.269496632500008 0.53321756835000012 0.41640968835000008 0.49091344570000006 0.55240861050000023 0.55754318735000019 0.43625939340000008 0.39584144190000009 0.53592706805000012 40.036761086100007 0.52898116820000018 38.238138001450004 0.54910032635000017 0.44705248345000009 34.542090938800008 0.54910032635000017 0.54279811980000015 41.468518788800004 0.49242537650000007 0.53484925600000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 27 10 26 12 -12 -9 -11 -16 -17 -6 20 21 -19 24 -23 -24 -20 -26 -10 -8 -15 -29
right_child=2 -3 3 4 6 -7 8 13 9 14 11 -13 -14 28 15 16 -18 18 19 -21 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.01536876274574662 0.0017914408831734218 -0.03518486667178547 -0.035613705750390995 0.0016822980989905588 0.016995964575027531 -0.035105135163231424 0.010057397219841622 -0.037368473910387875 0.013161694894383773 -0.013568911198908547 -0.020367302164607592 -0.042204888708616703 0.030962341838841952 0.030702057505651199 0.023045632102681176 -0.021269186764320956 0.0016370125731994492 0.0022989202820114952 0.010453685606431369 -0.019632401421040876 -0.042735308712647545 0.015393994871839234 -0.016809761320672911 0.0095161057770078456 -0.047853163297699286 0.00083264829038157118 0.030037279702798136 -0.027250645635090526 -0.032839758731688651 -0.0046549897862093138
leaf_weight=0.91418766602873747 221.41405891522299 1.2390125135425476 1.8789803218096484 1.4523796727880829 3.6971396896988145 1.5265060624806208 1.9018825516104678 3.0287369954457963 9.3720757663249987 6.799636193085461 1.6357699371874326 1.6671062111854551 1.8249217409174887 0.6981642637401817 5.5563086345791808 3.8732994385063639 41.625372132635675 1.7361706495285023 3.0705214143963513 5.3443274870514861 2.5962568148970604 11.755466945469381 3.9090286027640087 6.8634042516350746 2.1919416543096304 5.0312006250023842 6.1907006949186316 3.8366910722106695 0.3925309171754634 3.7916601318866014
leaf_count=11 1258 104 56 12 17 63 11 134 36 46 21 18 26 5 22 38 471 21 37 31 30 37 30 31 22 60 18 45 158 31
internal_value=0.000784937 -0.0137212 0.00087059 -0.000552738 -8.67324e-05 -0.0171691 0.00028097 -0.00281662 0.00205053 0.00361163 0.0126691 -0.00919935 0.00670029 -0.0254003 0.000372387 0.00222913 -0.000312991 -0.000802747 -0.00235115 0.000184479 -0.0246884 0.00341126 0.00801525 -3.68493e-05 -0.00666467 -0.0139416 0.0198746 -0.0108155 0.00783396 -0.0160195
internal_weight=366.815 2.1532 364.662 143.248 141.369 2.97889 138.39 50.3149 88.0754 78.5452 20.6906 5.1278 3.46069 4.11943 57.8546 51.055 45.4987 46.1955 42.4983 38.1659 4.33243 32.8216 22.5279 10.7724 10.2937 7.22314 15.5628 9.53023 1.0907 7.62835
internal_count=2900 115 2785 1527 1471 75 1396 613 783 696 119 65 47 297 577 531 509 316 299 248 51 217 98 61 119 82 54 87 163 76
is_linear=0
shrinkage=0.0322582


Tree=360
num_leaves=31
num_cat=0
split_feature=0 2 0 0 1 1 2 2 0 1 0 0 1 2 1 2 1 1 2 2 0 1 1 0 1 0 2 2 0 0
split_gain=1.52844 2.46963 3.80602 4.18048 2.50448 2.47186 3.35124 3.04491 2.44184 2.44078 2.34189 5.49418 3.32538 2.0652 2.87528 2.2159 1.9609 2.75637 2.35896 3.30702 1.90069 2.28114 2.75767 2.351 1.81104 2.40617 1.83587 1.7199 2.90503 4.58642
threshold=0.52324780695000006 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39971857130000005 0.39584144190000009 43.633733172900008 41.395309858300003 0.47727612945000003 0.34524415440000006 0.54910032635000017 0.55240861050000023 0.42194844465000009 44.269496632500008 0.41865513010000005 41.941595803500007 0.39078171310000004 0.39024280710000009 40.305698932850007 42.718072821900002 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017 0.48627286610000009 0.61532588845000014 45.027406014450008 38.592454371550012 0.51700547890000015 0.52161611930000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 5 7 -7 -3 9 -1 13 -12 -13 15 -15 -6 17 27 -18 -20 -5 -22 -23 -24 -14 -26 -27 -10 -29 -30
right_child=1 4 3 20 10 6 -8 -9 16 -11 11 12 24 14 -16 -17 18 -19 19 -21 21 22 23 -25 25 26 -28 28 29 -31
leaf_value=0.00011307797003523766 -0.0033959266507067399 0.0013101807318288508 0.0030416839305175336 -0.0034405726374513966 0.00049244492912197237 -0.0033709151847649806 -9.6902683097096217e-06 -0.00093336450194641315 0.00097213778204021891 -0.0011118018143559025 -0.0038608876999838612 -0.0030993051646240944 0.00037879568716945574 0.00058077972980017181 -0.0032169498464749563 0.0017890254248305564 -0.0036675443713838685 0.0022982322866513002 0.0025729177636868768 -0.0028158588988837613 0.0010723822225730025 -0.0031381544030239196 0.0012568193583525746 -0.0014232362498425039 -0.0028598140180171152 -0.0028249920155017758 0.00032027723501603723 0.0003907960064782196 -0.0033099183988282935 0.00089374266758101163
leaf_weight=53.003396548563614 3.1925625605508712 6.2975418083369794 2.0785107836127308 1.6067922860384012 25.992521699517965 4.2469442076981059 3.5663293674588203 10.620039988774804 31.029935996979475 13.299139359267427 2.3679205002263179 2.0690037012100211 58.452342329546809 3.8238758305087677 1.9761049384251235 12.883751552551983 1.6359763387590636 5.3182397969067088 1.6531621664762499 1.3536267881281672 4.3007890470325973 3.1829255376942447 3.5279725380241853 5.4332942821201868 2.63604497979395 1.4089720412157465 8.7096452573314291 129.74913875758648 3.5880688428878775 3.2169115226715803
leaf_count=428 41 27 5 19 98 49 27 95 111 152 23 31 330 27 42 43 21 14 7 54 16 58 20 240 105 116 109 550 26 16
internal_value=0.000156655 -3.06747e-05 -0.000802779 -0.000391518 9.34723e-05 -0.000647454 -0.0018367 -9.82085e-05 0.000286005 -0.000132612 0.000245764 -2.83259e-05 9.55236e-05 0.000709841 -0.00071314 0.000922137 0.000442333 0.000486357 -0.00119717 0.000146944 -0.000786823 -0.000527532 -0.00109413 -0.000368122 0.000188353 -0.000684411 -0.000117687 0.000428858 0.000305405 -0.00132273
internal_weight=412.221 168.374 23.3228 20.1303 145.051 24.7309 7.81327 16.9176 243.848 66.3025 120.32 75.6439 73.276 44.6763 5.79998 38.8763 177.545 172.902 4.64277 3.00679 18.0518 16.445 12.1442 8.96127 71.207 12.7547 10.1186 167.584 136.554 6.80498
internal_count=2900 1521 399 358 1122 198 76 122 1379 580 924 714 691 210 69 141 799 717 82 61 353 334 318 260 660 330 225 703 592 42
is_linear=0
shrinkage=0.00255639


Tree=361
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 2 0 2 2 1 0 0 2 1 1 1 0 2 0 0 1 2 0 0 2 0 0 0 1 1
split_gain=0.395309 0.606671 0.469056 1.00864 0.465286 0.800592 0.354999 1.44487 1.3229 0.476725 0.622468 0.700447 1.33345 0.637608 1.35403 0.60672 0.72175 2.54733 0.496535 0.694821 2.22477 1.21021 0.450337 1.27159 1.26193 3.14689 2.98224 1.48772 1.32755 2.52243
threshold=0.50064369330000014 48.315732392000008 48.988717865950008 0.50525433370000017 0.63075955810000017 45.027406014450008 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32272985840000007 0.33672644530000007 0.34392682850000006 0.47305469895000007 42.131954243650007 0.47470135625000004 0.47670728420000003 0.3447651268000001 43.245737185650007 0.52324780695000006 0.52266399210000014 38.238138001450004 0.52877159370000015 0.52937037810000021 0.53781323915000012 0.40621538280000008 0.43166372265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 7 8 -1 -8 11 -11 -13 -12 -15 -16 17 -17 -18 20 -20 -22 23 -21 25 -24 -27 -28 -29 -30
right_child=1 2 3 -5 -6 -7 9 -9 -10 10 13 12 -14 14 15 16 18 -19 19 22 21 -23 24 -25 -26 26 27 28 29 -31
leaf_value=-0.031271030121742711 -0.030646749310649628 0.010631666530485412 0.013792460131048997 -0.032346315079207488 -0.035364627177511578 0.0338361855343665 0.013272047985119374 -0.039572101255377912 0.0063867154558385772 0.0042049863765616846 0.011875387784394014 0.0027329880274858617 -0.039944603107023378 -0.017841839017216428 0.0086077585056377869 -0.037325257091894541 0.011208340213973926 0.0072435378630321791 0.0080840449572860112 0.0016426506975403227 -0.036209809342611865 -0.0012525470276252371 -0.038541793497533734 0.016362962812267883 0.00093815054398607906 0.032339050150460291 -0.037961008484882673 0.010562396754485993 -0.03643208610097317 -0.0013475650285798913
leaf_weight=1.0136269617360074 0.41096818671212421 1.7342900335788729 0.77488905191421487 0.93536256579682231 0.99301795911742374 0.29644358158111572 2.7794924248009911 0.97974122315645207 4.7190974391996861 1.7713044215925027 4.7378260158002368 1.2229224729235286 1.4096822396386413 3.4395592650398603 9.165450017899273 1.9235798267181952 4.1873748898506156 2.8413759851828218 3.8604616448283187 161.599931949866 2.5278482763096695 1.3636669013649223 2.5049666166305569 5.4251080142566925 125.61937044851948 1.9327764809131647 1.2808576058596362 3.8750736992806187 2.4444484994746727 7.3267891700961627
leaf_count=116 88 11 5 61 194 1 26 10 20 18 23 17 47 51 41 51 17 27 13 819 47 12 41 24 855 5 19 16 58 167
internal_value=0.0006878 -0.00754359 -0.000327914 -0.0114415 -0.0221603 -0.00362493 0.000805455 -0.00600793 -0.000271708 0.000934927 0.000837082 -0.010336 -0.0201196 0.00097927 0.000828021 0.00101808 0.000806456 -0.0107486 0.000976419 0.000842429 -0.00800219 -0.0239601 0.00106218 0.00212078 -0.000157356 -0.00726386 -0.00261674 -0.00714283 -0.0042502 -0.0101246
internal_weight=365.097 5.14497 3.44454 1.71025 1.70043 0.707412 359.952 6.71247 5.73272 353.24 350.46 4.40391 2.6326 346.056 341.319 337.879 328.714 4.76496 323.949 319.761 7.75198 3.89152 312.009 167.025 144.984 19.3649 16.8599 14.9272 13.6463 9.77124
internal_count=2900 360 77 66 283 89 2540 146 136 2394 2368 82 64 2286 2263 2212 2171 78 2093 2076 72 59 2004 843 1161 306 265 260 241 225
is_linear=0
shrinkage=0.0299074


Tree=362
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 1 0 0 0 1 2 2 0 2 2 2 2 2 2 1 2 0 2 0 1 0 1 2
split_gain=2.73237 4.28985 3.21982 2.80613 4.18484 2.02968 5.19371 3.86366 2.09928 1.9179 2.91554 2.37561 4.12129 3.05669 3.50235 2.24144 1.87913 1.80912 2.67405 1.81455 3.92311 2.78457 1.85678 1.70666 1.99618 1.50282 3.12247 2.35179 1.4828 3.46791
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 42.178283198950005 42.686561923500008 0.34479506600000004 0.41932876265000008 0.53484925600000011 0.54475913895000005 0.39584144190000009 43.968221017800005 44.215931556700006 0.53136133645000017 36.735256530150004 41.24714903835001 43.124157941850008 42.801286935650005 42.487106141350004 41.621607100200002 0.36000419150000007 42.027086531450003 0.52898116820000018 40.337496327150006 0.54317236010000014 0.40621538280000008 0.54017843775000018 0.43590012275000006 41.348489042950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 17 -5 8 7 -7 16 11 25 -3 23 -14 -15 -12 -1 18 19 20 21 -4 -22 24 -13 26 -11 -28 29 -17
right_child=1 9 3 4 -6 6 -8 -9 -10 10 15 12 13 14 -16 28 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0028319688345849253 -0.0028735662348766565 0.00068503799767954097 0.0014886962570480715 -0.0022604096834758594 0.00083890301147310047 0.00053934949208572455 7.3667634507229647e-05 -0.0027992517417467803 0.00041867849766622428 0.0014616557002662758 -0.0018146267425320978 -8.3928992176671619e-05 0.0022937223542773139 -0.0028301031972782966 0.00088063669188554144 0.00015389482947454028 0.00085193102099179955 0.0016416116063154977 -0.0010277642793678329 0.0018710040357639785 -0.0017220287300220884 0.00050921020109256855 0.00018272222236721022 -0.0031766580113476179 -0.0030487728194415523 0.0016312203151703213 -0.0016001819054265397 0.000452332982854885 0.0001516167009802473 -0.0018069587485689857
leaf_weight=2.323860479984432 3.2385217016562811 6.4003625921905067 25.781089127063751 4.9311267174780351 5.710677944123745 2.9290516963228566 44.283339770510793 7.4874731488525867 72.743626828771085 10.462106607854368 4.4215309334686017 3.6839292040094751 2.8457046486437303 2.8075915011577308 3.4352166727185249 15.114826470613481 1.3180410005152223 11.753421574831007 5.6458470150828353 7.6262609064579001 5.5668095014989358 55.753827940672636 7.0392562076449394 4.7758107706904411 2.2048618905246258 8.5460814889520389 5.3646627515554419 9.2153208181261999 73.83875461271964 8.5927371066063625
leaf_count=74 56 30 94 54 24 25 318 66 328 34 210 38 11 76 14 89 26 37 28 22 30 218 29 53 33 29 31 36 699 88
internal_value=0.000183229 -6.50493e-05 0.000340201 0.000615336 -0.000597235 6.77473e-05 -0.00029465 -0.00186046 0.000327261 -8.80374e-06 0.000109089 -0.000619852 -0.00104266 0.000176779 -0.000788202 -9.83532e-05 -0.00149873 0.000723621 0.000623172 0.000714763 0.000621097 0.000818921 -0.000658411 -0.00208188 -0.00119402 0.000738846 0.000434307 -0.000302884 -2.05588e-05 -0.000556811
internal_weight=425.842 164.948 260.894 129.808 10.6418 131.085 54.6999 10.4165 76.3855 161.709 135.556 26.1535 19.7531 9.08851 6.24281 101.968 3.6419 119.167 107.413 101.767 94.141 81.5349 12.6061 10.6646 5.88879 33.5882 25.0421 14.58 97.5463 23.7076
internal_count=2900 1527 1373 536 78 837 409 91 428 1471 1216 255 225 101 90 1086 100 458 421 393 371 312 59 124 71 130 101 67 876 177
is_linear=0
shrinkage=0.00246454


Tree=363
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 0 1 1 1 2 2 2 1 1 0 1 2 0 0 1 1 1 2 2 2 2 2 2 1 1
split_gain=0.374596 1.01746 0.755898 0.990277 1.49245 1.71703 0.722152 2.01109 1.55846 1.62569 2.72286 1.27156 0.684945 0.598056 2.6952 1.75248 1.22438 1.06101 2.12322 2.39743 3.05404 1.62576 0.949105 1.0044 3.30756 2.4632 1.86382 2.5075 2.81083 2.08643
threshold=48.988717865950008 48.680511450650009 0.41932876265000008 41.24714903835001 0.31123319660000009 0.37331217625000007 0.48363821445000005 0.48627286610000009 0.31100865245000009 50.065525775750011 50.448116877400004 50.448116877400004 0.39658992245000008 0.45206730335000006 0.56055207925000017 0.44922307715000004 44.527357125550004 0.54191491270000014 0.53321756835000012 0.41367024935000007 0.37668033890000002 0.35394149875000008 43.874475754150005 41.24714903835001 41.134354310300004 41.028010303750008 40.259171735100004 40.036761086100007 0.34575312120000007 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -2 12 -11 -9 -10 15 -15 16 22 18 19 20 21 -18 23 24 25 26 27 -4 -29 -28
right_child=6 -3 13 4 -6 -7 7 11 9 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.02895035017222377 0.0076276757535425031 0.0096908388067288281 0.0014022866137819948 0.011821870883207776 0.014688379572740202 -0.033408221520440172 0.021248657274141981 -0.032304761034357893 -0.038048708470193766 0.021017317542443677 -0.027790399162630493 0.0009119354631635649 -0.014702928728570618 -0.04478884488353331 -0.0013564419129155156 0.016323055466053834 -0.018880689779949566 0.0055671794182213944 -0.037461712000872401 0.021215312036437506 -0.033609752951948166 0.0079787751124098059 0.0076200672601084091 -0.00099686520415388346 0.019183964945947724 -0.017849149825713735 -0.0066338225721441048 0.0040525742720885017 -0.028159701618635773 0.010648986704923303
leaf_weight=1.2682269455399353 2.9574425145983678 8.2543045915663225 103.61831122345757 0.89481271058321032 1.8109252545982597 1.4820276885293422 2.5230211913585654 1.0680915582925083 1.8239835333079102 1.6551764737814667 1.4046424619155002 2.7096425662748516 1.5414215540513394 0.98112280573696153 29.745831981155789 4.9016106436029068 2.2997965067625064 4.0294592659920445 1.5924132578074921 1.8453317759558547 2.7784672053530812 4.2971474006772041 14.449685253202913 114.06026385468431 7.2594771459698668 4.3095315229147664 5.6762412674725082 3.1782063525170079 4.154962882399559 25.520348743535578
leaf_count=74 13 33 632 11 16 102 8 35 22 8 78 59 19 15 584 21 26 28 16 20 54 33 70 684 27 26 29 16 30 111
internal_value=0.000571094 0.000746557 0.000529511 -0.00899004 -0.00294524 -0.0163804 -0.00332683 0.00342457 -0.0078606 -0.0149896 -0.00138838 -0.00847953 -0.0273559 0.000684692 -0.00274325 0.00103121 0.00078058 -0.00597246 -0.00960143 -0.00564758 -0.0109349 -0.00138485 0.00118358 0.000836262 0.00219647 0.00135445 0.00193665 0.000371153 -0.0141989 0.00750437
internal_weight=364.092 348.409 340.154 5.45599 4.18777 2.37684 15.6834 6.30076 9.38267 6.42522 3.05982 3.77773 3.36541 334.698 30.727 303.971 299.07 16.8426 12.8132 11.2207 9.37541 6.59694 282.227 267.777 153.717 146.458 142.148 110.951 7.33317 31.1966
internal_count=2900 2658 2625 203 129 113 242 102 140 127 86 94 41 2422 599 1823 1802 177 149 133 113 59 1625 1555 871 844 818 678 46 140
is_linear=0
shrinkage=0.025783


Tree=364
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 2 1 1 0 0 2 0 0 2 0 1 0 2 1 2 2 1 1 2 2 0 2 1 0
split_gain=2.33505 3.33184 2.2355 2.21894 1.87123 1.69057 2.33996 2.07175 3.48442 2.41411 5.931 3.15892 3.23787 4.77972 3.02603 2.95096 2.42699 2.39303 2.25688 1.72202 2.44582 2.56746 4.16518 3.07355 3.06164 2.37569 2.25778 2.38882 2.14361 2.10161
threshold=0.39167988980000007 0.39388042275000007 0.51243974730000008 0.47727612945000003 0.34524415440000006 38.238138001450004 37.962710038050005 0.3982365797500001 0.39584144190000009 0.54910032635000017 0.55240861050000023 44.215931556700006 0.53321756835000012 0.53136133645000017 43.633733172900008 0.53781323915000012 0.42970270350000012 0.55754318735000019 43.812290675100009 0.45206730335000006 44.710446918150005 39.468990633150007 0.45772581660000006 0.45877368940000007 42.526729949000007 41.558544840500012 0.61802041855000012 46.177190236600005 0.5024400467000002 0.57600071855000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -4 8 -7 11 -11 14 13 -13 15 -9 17 -12 -10 29 21 -21 -23 -24 25 -25 -22 -28 -29 -18
right_child=1 2 5 -5 -6 7 -8 9 18 10 16 12 -14 -15 -16 -17 19 -19 -20 20 26 22 23 24 -26 -27 27 28 -30 -31
leaf_value=0.00012854817729919548 -0.0028442855023706522 -0.0027916806089816623 -0.00038416218744008381 0.00045494741935048802 -0.00093983629790613096 0.00050645147797662648 -0.0032701754477683473 -0.0010746188335486434 -0.0033327136888684629 -0.0039160422114488114 0.00024750432748801561 -0.0028635897363123103 -0.0035098592373412024 0.0024208980559284245 0.0026604603682677586 0.00091460698973353969 0.00093625279628218412 -0.0032589725705893221 -4.0461609687012639e-05 0.00063017397863071372 0.0012414573721965091 -0.0040208762257466215 0.0026662331579111677 -0.0015599147464280246 -0.0032502251145684032 0.00093722918550776804 0.0019760061330009178 -0.0037557866928039224 -0.00037188887520737371 -0.00087521701788065905
leaf_weight=51.898551093880087 2.6463868720456949 1.7941078320145596 19.170354237605356 186.71847951598465 12.726655956823377 5.5789404828101379 1.9275994370691467 5.4213866572827092 3.9418783485889435 2.4245228823274365 2.2409389503300181 1.8184733428060997 2.1351065374910831 2.5824073553085327 5.2088057696819297 32.647330950945616 24.163403464481238 2.6462338082492352 1.9355337657034395 6.5864290853496668 11.054144639521839 2.7474813498556641 1.5421396866440762 4.9945197055349109 3.0404898202978066 4.5289894577581435 1.8289087037555862 1.6015242561697958 4.3024801770225167 4.7832687851041547
leaf_count=428 56 47 348 798 147 31 29 34 44 23 15 52 20 6 13 114 96 35 17 64 71 26 4 100 71 60 9 16 89 37
internal_value=0.00016534 -6.51604e-05 -1.99421e-05 0.000316927 -8.1849e-05 1.0973e-05 -0.000647841 0.00011043 -0.000906921 0.000201273 -7.15886e-05 0.000631191 -0.000986774 0.000237312 0.000875544 0.00063132 5.09574e-05 -0.00165113 -0.00224852 0.000167832 -0.000153727 -0.000691704 -0.0012083 -0.000660485 -0.00106882 -0.000372376 0.000517492 -0.000517411 -0.00128981 0.000636918
internal_weight=416.637 165.294 162.647 251.344 64.6252 160.853 21.098 139.755 11.4564 128.299 78.4855 49.8135 6.53599 4.40088 43.2775 38.0687 76.061 4.88717 5.87741 71.1738 42.2271 23.44 16.8536 14.1061 12.564 9.52351 18.7871 7.73291 5.904 28.9467
internal_count=2900 1527 1471 1373 575 1424 377 1047 92 955 716 239 78 58 161 148 693 50 61 643 510 325 261 235 231 160 185 114 105 133
is_linear=0
shrinkage=0.00249688


Tree=365
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 1 0 1 1 1 0 1 1 1 2 1 0 0 2 0 2 0 0 2 2 2 1 0 0
split_gain=0.382187 2.21598 1.74635 3.22777 1.29046 1.1389 1.03691 0.96368 3.03074 2.00666 1.1667 3.24028 1.77617 1.45274 1.26367 2.68283 1.30597 1.27244 1.29061 2.97287 1.79007 1.43901 1.10343 1.96214 1.38641 2.32011 1.88956 1.78674 1.67003 1.07399
threshold=0.54910032635000017 0.55411514625000013 0.42970270350000012 0.55754318735000019 0.42440346100000009 0.55980359870000018 0.4323972336000001 0.54317236010000014 0.41985269900000005 0.42194844465000009 0.41865513010000005 0.54017843775000018 0.41753240920000007 0.4211999641000001 0.40850573335000007 43.968221017800005 0.40259273675000007 0.52366695610000014 0.52772372085000019 39.995120105550008 0.52511900840000014 42.131954243650007 0.48543456785000005 0.48368312325000012 43.45354240915001 43.124157941850008 42.564639561200003 0.35877668335000007 0.50749977545000013 0.51929582950000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 -2 -4 -7 10 -9 -10 12 13 14 -12 16 -16 17 22 19 -19 -21 -22 23 -1 25 26 27 -24 -26 -29
right_child=1 2 5 -5 -6 6 -8 8 9 -11 11 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 24 -25 28 -27 -28 29 -30 -31
leaf_value=0.00057312049568485567 -0.0066989395034796791 0.010352093325809809 0.012526742564331905 -0.038416761982399218 -0.03711838240703258 0.024190791692533339 -0.00066397586741486815 -0.010690194537784496 0.029239390091742947 0.0048689549728140021 0.0016072809846080988 0.0031977631441815896 0.020729609515580203 -0.044675615911620108 -0.047153727354079335 0.0048211080354189301 0.019868516441244825 -0.042473655057241579 -0.0011618044924669377 0.014985876752814396 0.0059684341037708208 -0.038912598305610419 0.014766266078646456 -0.019702156012737899 0.0018299967875506991 0.027915426126989513 -0.012519348043440013 -0.0003407143561940443 -0.028769428375075436 0.0094440664193291453
leaf_weight=125.08138045330998 3.0238353591412297 2.3648614119738331 8.1056072916835529 3.009961377363652 2.4746435219421983 1.6859038593247522 57.621615867101355 5.8820262625813511 6.1888960078358632 7.056335061788559 0.87318713963031624 6.7563480231910944 4.4322709664702407 2.7338698246749118 1.6508976598270231 2.3468719162046909 3.5516956755891433 2.7259303359314817 20.871430405881256 2.8011359758675098 1.1987040005624297 1.6661480180919168 16.567135605961084 4.8379642218351355 5.4384659184142938 4.3301705271005622 5.930550478398799 32.953341135755181 2.5597643982619047 16.391853507608175
leaf_count=886 34 26 47 55 23 10 846 43 18 28 5 28 15 84 17 28 20 42 140 16 14 28 77 24 34 15 31 161 42 63
internal_value=0.000665942 -0.00126717 0.000177353 -0.016959 -0.0203895 0.00154363 4.25576e-05 0.00119727 0.0079696 0.0162562 0.000709741 -0.00956526 0.00112678 -0.0334716 0.000780487 -0.0166421 0.00106259 0.000788117 -0.00532171 -0.0156678 -0.00277132 -0.0201336 0.00162325 -0.000181895 0.00440951 0.00570864 0.00437018 0.00588984 -0.00796308 0.00290967
internal_weight=363.113 78.2864 72.7879 5.37482 5.49848 67.4131 59.3075 284.826 19.1273 13.2452 265.699 10.3634 255.336 3.60706 250.903 3.99777 246.906 243.354 29.2633 8.39192 5.66599 2.86485 214.091 129.919 84.1713 76.1731 71.8429 65.9123 7.99823 49.3452
internal_count=2900 1041 984 81 57 903 856 1859 89 46 1770 117 1653 89 1638 45 1593 1573 240 100 58 42 1333 910 423 347 332 301 76 224
is_linear=0
shrinkage=0.0312387


Tree=366
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 1 1 1 0 1 0 0 1 2 1 2 1 0 1 1 0 2 0 1 1 2 2 2 2 2
split_gain=3.27874 4.0106 2.43817 2.3375 2.35566 5.00304 2.13093 2.65006 4.5121 2.74986 4.08497 2.9686 2.89419 3.6191 2.18767 2.10928 2.10423 2.09815 1.94078 4.39919 2.25877 2.22551 2.03213 1.96438 2.14076 2.44447 2.05395 1.92085 5.95478 2.52732
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 42.34047585750001 0.54191491270000014 0.4211999641000001 0.42552618185000007 0.39078171310000004 0.52682554415000016 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.41917906650000009 39.749124837650008 0.3982365797500001 37.858673296900008 0.41367024935000007 0.42314601355000009 0.45393850480000009 0.45664800455000004 0.56323163980000013 41.792045663550006 0.63075955810000017 0.44705248345000009 0.43672345135000007 42.599563320500003 40.823855932350007 41.169697216150006 40.823855932350007 49.842240509300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 6 -4 5 16 7 17 14 -10 15 -12 13 -13 -9 -11 -5 -1 23 -20 -21 -22 -23 24 -3 26 -26 28 -2 -29
right_child=1 18 3 4 -6 -7 -8 8 9 10 11 12 -14 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00097683126997144239 -0.0015131767951791937 0.001093866527111906 -0.0014683375185063166 2.5465797219491506e-05 0.0014187631277625423 -0.0026863765408077253 0.0013581575924250387 -0.0027898940524359907 0.001390612235524658 2.8691871069571217e-05 0.0016883508911509824 0.00011199112063492201 0.0004997637147439362 -0.0028722602575270021 0.00013761657213590291 -0.0027004285282994167 0.0015813463974342682 0.00050813515233044627 -0.0028137397100928239 0.0015018448416351661 -0.0010515702647089383 0.00043211049147499051 -0.00082809234179140442 0.00088122069546058067 -0.0012335802330735285 -0.0020500272897173112 0.00067209012484753506 -0.0027192878849122441 0.0021467280844152626 0.00015228310388273528
leaf_weight=4.2429556199349454 7.0751504171639699 4.9149303361773518 4.418372629210352 99.240997179877013 5.406146600842475 2.9088889928534618 9.5065986402332765 3.7210595961660138 6.3107673265039912 1.879764830693605 4.9138908609747913 4.1033252328634289 12.004473023116587 3.0957434736192226 1.5785402599722145 3.5555052235722542 3.9235157277435055 157.14293771516532 2.780054689384996 3.4758027400821438 10.826760336291043 19.162988374475393 7.8247166145592919 17.331420280970633 3.8395820287987572 3.3736169133335343 6.8139533326029778 5.0114062186330548 2.6545000076293945 1.8119990006089208
leaf_count=109 84 18 39 659 20 75 34 53 25 19 14 21 43 24 18 38 15 653 33 15 346 146 151 76 39 26 24 56 6 21
internal_value=0.000161645 -0.000175126 0.000261147 1.81168e-05 7.70308e-05 8.64795e-06 0.000393974 0.00034872 -0.000123223 0.00014198 -0.000124656 0.000243124 -0.000126687 -0.0011713 -0.0019179 -0.00175657 8.46385e-05 0.000469094 1.72987e-05 -0.000276522 -0.000105692 -0.000253452 6.67319e-05 0.000374274 -8.95662e-05 -0.000504226 -1.4722e-05 -0.0011091 -0.00051466 -0.00195672
internal_weight=424.85 96.8969 327.953 115.898 111.48 106.073 212.056 202.549 41.1631 35.8635 29.5527 24.1174 19.2035 7.19907 5.2996 5.43527 103.165 161.386 80.3438 44.0703 41.2903 37.8145 26.9877 36.2735 18.9421 14.0272 10.6535 16.5531 9.72965 6.82341
internal_count=2900 1041 1859 808 769 749 1051 1017 255 184 159 102 88 45 71 57 674 762 874 691 658 643 297 183 107 89 63 167 90 77
is_linear=0
shrinkage=0.00208376


Tree=367
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 0 2 2 1 0 1 1 2 2 2 1 0 1 1 1 1 2 1 1 2 2 2 0 1
split_gain=2.59843 3.48929 3.27105 2.78122 2.58687 2.4515 2.07705 1.71644 4.29092 3.05778 1.55221 1.52824 2.69508 1.79385 3.17211 4.58103 2.53296 2.09709 1.76521 1.49414 1.40515 8.78743 6.05362 3.2377 3.012 6.87789 2.9264 2.93587 2.58565 1.40285
threshold=0.38906020780000011 0.48181192180000004 44.015822920550008 38.238138001450004 0.51017933595000009 37.962710038050005 0.52104727400000017 42.178283198950005 42.686561923500008 0.34479506600000004 0.42314601355000009 0.32272985840000007 0.33672644530000007 38.771633980050005 40.166811829450005 39.56957118270001 0.34515433670000012 0.47778509625000004 0.34392682850000006 0.34488488370000009 0.37982395740000008 0.37138109635000011 39.852039223600009 0.36927038110000004 0.35877668335000007 38.592454371550012 41.322103772800006 43.124157941850008 0.51929582950000019 0.48627286610000009
decision_type=2 2 2 2 2 2 2 2 2 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 20 5 -4 -2 -5 10 9 -9 -1 -12 -13 17 15 -15 19 18 -14 -16 21 23 -23 24 26 -26 -3 -28 -22 -8
right_child=3 2 4 6 -6 -7 29 8 -10 -11 11 12 13 14 16 -17 -18 -19 -20 -21 28 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0010363179542187213 -0.0005270697822973066 0.0016369620265918002 0.00048155843853815256 -0.0016317965727091974 -0.0020669316329197901 -0.0030532421145637533 0.00018126061471797868 0.00035058661409080789 5.3458627371817266e-05 -0.0024299409201080282 0.0015991783470662225 -0.0015473223507345834 0.0013735498661388396 0.00031306503178667075 0.00031056230465765068 -0.0026270382127539225 0.00096623137990887835 0.0025174886128053135 -0.00080808867770126966 -0.0012304025780904119 0.00032674426429449787 8.6614135538109918e-05 -0.0035918769291177878 0.0020438442273333084 0.00059315435266954172 -0.0029872503185165542 0.00010901296776776379 0.0017298105579943524 0.0020216521059859141 -0.00060066951427122713
leaf_weight=4.4025965731125316 23.625330235518053 19.373777806758881 4.2186771184205991 3.6535675199702373 4.0972831714898348 2.1906249291496342 134.73964178049937 2.9259642846882326 43.47126327874139 7.0059013776481152 4.8506372421979895 3.9975691474974147 4.8500779792666417 6.9762339890003187 8.9901094585657102 4.5820771902799606 23.969197455793619 4.0497304946184149 3.2206688951700926 5.1731483712792388 8.3910680338740367 5.4947082661092264 4.0595698654651642 10.216627530753611 12.861553326249124 3.5790339261293402 23.684630811214451 7.7374662458896628 10.669706679880617 13.141428766539319
leaf_count=109 377 70 19 66 51 34 791 25 317 66 15 34 17 26 33 28 92 10 37 27 30 23 35 33 44 22 88 22 28 331
internal_value=0.00016187 0.000315385 0.000605577 -4.83407e-05 -0.000774086 -0.000741429 6.97362e-05 5.7001e-05 -0.000256056 -0.00161079 0.000279727 0.000361726 0.000270516 0.000388082 0.00019588 -0.000852484 0.00051365 0.00117606 0.000502957 -0.000252277 0.000713745 0.00059068 -0.00147636 0.000845661 0.000663596 -0.000186282 0.000938667 0.000508123 0.00127551 0.000111775
internal_weight=420.2 242.849 114.384 177.351 8.31596 25.816 151.535 128.465 53.4031 9.93187 75.062 70.6595 65.8088 61.8112 49.6908 11.5583 38.1325 12.1205 8.07075 14.1633 106.068 87.0074 9.55428 77.4531 67.2365 16.4406 50.7959 31.4221 19.0608 147.881
internal_count=2900 1301 465 1599 70 411 1188 836 408 91 428 319 304 270 206 54 152 64 54 60 395 337 58 279 246 66 180 110 58 1122
is_linear=0
shrinkage=0.00228442


Tree=368
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 0 2 2 2 0 0 1 1 0 1 0 0 2 1 2 2 1 2 1 1 1 1 1 2
split_gain=0.381006 3.45724 1.71491 3.07104 2.16097 3.07928 2.3452 1.92462 1.78524 1.66676 1.60017 1.18161 1.04675 1.37421 1.53033 2.16176 1.04298 2.14319 2.59721 0.974604 0.93562 0.881625 3.31866 1.59481 1.35824 1.30994 3.48113 2.4482 1.53324 1.37567
threshold=0.38398550940000004 0.51243974730000008 0.37982395740000008 0.51017933595000009 0.50300889195000009 39.344049039350004 0.50579323975000012 39.852039223600009 38.592454371550012 33.96174662340001 0.49678153350000009 0.46594413340000007 0.38733870245000007 0.38906020780000011 0.51818807820000012 0.39024280710000009 0.52324780695000006 0.52646627350000019 42.34047585750001 0.36000419150000007 35.131296350900008 40.12915366295001 0.34524415440000006 40.496232821400007 0.3447052483500001 0.34632196640000007 0.3459626957000001 0.34575312120000007 0.34545372890000009 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 -6 -7 -5 9 -1 21 20 -3 -14 -15 -16 -17 18 -18 -13 -11 22 24 -23 -10 26 27 28 29 -25
right_child=1 12 -4 7 5 6 -8 -9 10 11 -12 19 13 14 15 16 17 -19 -20 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012705007197020137 -0.033996379831488156 -0.014220088990352937 0.012982827102886341 -0.00078495714030036321 -0.011892392620730821 0.027484706218545513 0.0024768844738267985 -0.02747615637563092 -0.0049515421914736466 0.014391559888221776 -0.013520012349461794 0.019109432794143132 0.012343904603773838 0.023682308990727416 -0.019257556461024464 0.010237567728623394 -0.033649357978964629 0.00022840321160797885 0.0071633116086568006 0.0069072226615785647 -0.010116625875500338 0.012200792802607318 -0.020713041342103177 -0.011755696808015586 0.013720618958436043 0.0062268398294531993 -0.01980097140252738 0.012245243968942254 -0.0097189273730656136 0.0014942995856198941
leaf_weight=2.6015789900557165 2.0496358061209312 3.4089210256934157 8.253709049895404 3.3121140263974658 3.0094129070639601 6.6715160608291608 4.1250039488077164 4.1211500661447644 5.9808434769511241 1.5698443856090332 6.0831580311059943 8.0862191990017909 6.2704167366027823 1.8162822837475676 4.0193393491208544 6.6168259921250856 2.7773146084509781 136.96211567425053 1.7139375050319356 9.8922292813658697 3.2524495583493263 7.971043574390932 6.1431992640718809 5.8769258409738532 4.7520177494734526 19.713704284047708 6.3522116392850867 10.118092131800948 12.584427888505159 56.839624547050335
leaf_count=70 62 20 34 16 15 30 26 58 30 11 37 32 22 12 21 35 47 1396 31 37 48 35 37 36 17 107 36 41 81 420
internal_value=0.000576035 -0.000345926 0.00134999 0.000842128 0.00151436 0.0114293 0.01793 -0.0155831 0.000698679 0.00706575 -0.000437003 0.00932161 7.56962e-05 0.000379944 -0.000107491 -0.000391593 0.00012052 -0.00035273 -0.0180746 0.0123954 -0.00213826 0.000146763 -0.00543125 0.000934793 0.00331563 0.000129287 -0.00118055 0.000204163 -0.00141378 0.000252694
internal_weight=362.945 165.635 197.31 189.057 181.624 13.8059 10.7965 7.43326 167.818 25.4023 142.415 22.8007 163.585 160.176 153.906 152.09 148.07 141.453 4.49125 17.9784 4.82229 136.332 16.8761 119.456 10.7329 111.485 91.7713 85.4191 75.301 62.7166
internal_count=2900 1646 1254 1220 1146 71 56 74 1075 198 877 128 1584 1564 1542 1530 1509 1474 78 69 59 840 84 756 47 721 614 578 537 456
is_linear=0
shrinkage=0.0260716


Tree=369
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 2 2 1 2 2 1 1 1 1 1 0 0 1 0 0 2 1 2 1 0 0 1 2
split_gain=1.99571 2.4075 2.0876 2.16244 1.9661 3.25843 1.97247 1.69523 4.18265 3.6781 1.61086 1.92958 2.20822 1.83035 3.45746 1.81408 4.02311 4.03912 2.2257 2.08515 6.44228 2.53482 1.7213 1.5817 4.55835 1.88124 2.22618 1.68829 2.36856 1.48884
threshold=0.39167988980000007 0.48181192180000004 0.39458399450000009 0.53136133645000017 0.35877668335000007 41.322103772800006 43.124157941850008 42.178283198950005 42.686561923500008 0.34479506600000004 36.372781240150012 34.542090938800008 0.43625939340000008 0.39584144190000009 0.3982365797500001 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.53592706805000012 0.4211999641000001 0.54017843775000018 0.54191491270000014 40.878805547300004 0.35585760905000008 40.79983011445001 0.34515433670000012 0.47851860725000006 0.47886290830000006 0.34548366815000003 40.580626202750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 5 -3 -7 23 9 -9 11 12 -4 -12 -15 18 17 -17 -16 22 -21 -22 -18 25 -25 26 -1 -27 -29 -23
right_child=2 4 10 -5 -6 6 -8 8 -10 -11 13 -13 -14 14 15 16 19 -19 -20 20 21 29 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00030092962390314667 -0.0027812187883996158 0.0016016182993772133 0.00072810088127118816 0.00016681479606440162 0.0002571082448720709 4.5295318255522317e-05 0.0012975866233132414 0.00058668322249493356 4.6981218583756899e-05 -0.0024704264523506738 0.001439061571451222 -0.0027148497224897396 -0.0025589087338338777 -0.0015006296794623378 -0.00026934728673693695 9.6428068213831101e-05 0.00015715484380877308 -0.0031665295370904164 0.0017190399343730393 -0.0032334963276596054 0.0021873604459612742 -0.00042967732470167603 0.0015455748142370513 -0.0034664814596092864 0.001432491708634779 0.00019452029189059118 -0.0010358099698254345 0.0023225600213640086 0.00053670099423516466 0.00020140048371211847
leaf_weight=33.1117301620543 2.9297769656404844 18.712692972272635 3.626460848376154 2.3470029924064875 73.60986290127039 23.137705139815807 9.2089306414127332 2.8932794099673611 43.306450648698956 7.1660981103777885 4.774734701961278 2.4348613828187808 1.5186223694472571 7.6300664320588103 4.922132804989813 3.8773137629032126 10.018770575523378 4.0749939642846584 7.3519159518182278 3.1747820465825489 2.8984129205346099 27.820997492177412 8.7699842713773233 2.0851959083229299 1.9020739644765852 13.27519743726589 8.1260675787925702 6.7938184738159171 9.0982255190610868 66.085938802687451
leaf_count=230 58 70 31 20 347 88 31 25 318 66 18 74 124 78 31 39 43 48 26 80 8 276 31 32 11 71 37 16 31 542
internal_value=0.00014246 0.000270218 -5.38768e-05 -0.00146999 0.000496464 0.000841531 0.000401817 4.94429e-05 -0.000261802 -0.00159114 -6.87375e-06 -0.0010364 -0.000242093 4.46703e-05 -7.36953e-07 8.15988e-05 2.31802e-07 -0.00157561 0.000921658 0.000105744 -2.57059e-05 7.94952e-05 0.000805224 0.000272717 -0.00112949 0.000352128 3.75199e-05 0.000796934 0.00130015 1.44365e-05
internal_weight=416.684 252.427 164.257 5.27678 124.669 51.0593 32.3466 127.758 53.3658 10.0594 158.98 7.57994 5.14508 151.4 146.625 138.995 126.721 7.95231 12.274 118.769 99.9801 96.8053 18.7888 74.3923 3.98727 70.405 41.2378 29.1672 15.892 93.9069
internal_count=2900 1373 1527 78 536 189 119 837 409 91 1449 229 155 1220 1202 1124 1067 87 57 980 906 826 74 428 43 385 267 118 47 818
is_linear=0
shrinkage=0.0022885


Tree=370
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 1 0 1 1 0 0 0 2 2 0 1 0 1 2 1 0 1 0 0 1 1 2 1 1 2
split_gain=0.373133 0.603277 0.43185 0.780304 0.393847 0.993685 0.35575 1.33604 0.998709 2.8347 0.817074 0.983044 1.56056 2.32822 0.87526 0.776862 1.4795 1.22518 0.661715 0.662197 1.54989 0.727465 1.5566 0.653569 0.653399 3.23869 2.11712 1.53733 1.44887 2.0081
threshold=0.50064369330000014 48.315732392000008 0.63075955810000017 45.027406014450008 48.988717865950008 0.50525433370000017 0.47727612945000003 0.34524415440000006 0.34500464060000008 0.47648274005000008 0.47778509625000004 0.47886290830000006 40.532725462000009 42.737166331000005 0.47905751325000007 0.35675578575000005 0.47706655490000011 0.35877668335000007 35.131296350900008 0.34307356065000005 0.4588185982500001 0.31728091975000011 0.41155953415000007 0.45462710695000008 0.35585760905000008 0.35759408400000009 40.621691032550004 0.35877668335000007 0.34569324270000007 42.852084787850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 7 8 9 18 -8 12 -12 -14 -13 16 -9 -17 23 20 21 22 -20 -1 26 -26 -16 -27 29 -28
right_child=1 4 -4 -5 5 -7 10 15 -10 -11 11 14 13 -15 24 17 -18 -19 19 -21 -22 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=0.0010398262530252383 -0.028347658889563681 0.0090090911286196639 -0.032365184568650895 0.031177196945704911 0.013164992080046871 -0.02984166297471284 0.0082669973253670197 -0.032021132832088871 0.012870484578437317 -0.026017754981209309 0.0016168468724141571 0.015540165188836252 -0.035855302785962453 0.0020476969859019841 0.012558628592826747 0.017719166204048519 -0.0041927500454877467 -0.011821023067336829 -0.00022754000211973593 0.0063564103727490563 -0.01963526575675853 0.0065093395106568443 -0.032083222981828564 0.026061198172101369 -0.033861236696399871 0.023887125388953746 -0.0093685131794050119 0.00026641527543773533 0.0049221623700653697 0.0074914167350216771
leaf_weight=1.6045368048362427 0.40993342318688408 1.7445975467562678 0.97620973121956922 0.28706204891204834 0.76985058560967423 0.88578367186710238 11.620655730366705 2.6870014119776879 4.6753121510846531 3.1147732045501462 6.7759150341153127 3.1861237138509741 2.7538172211498022 2.26373291015625 14.791864570230244 1.623040440957993 3.219573974609375 3.1957740182988346 9.8769958564080351 9.9061597255058569 3.3448042469099155 9.1230193581432086 1.3349058907479037 1.5967463552951811 2.1231058351695529 2.1347957924008361 17.381972230970863 201.2494575312885 29.475860558450222 7.8670341335237017
leaf_count=45 88 11 194 1 5 61 41 71 28 24 26 12 36 13 66 16 16 49 147 48 32 61 35 8 15 10 86 1512 114 29
internal_value=0.000587585 -0.00686852 -0.0204793 -0.00383197 -0.000170854 -0.00984407 0.000693567 -0.00134788 0.000763091 -0.000655532 0.00106787 0.000779392 -0.00705034 -0.0187549 0.0011113 -0.0101216 -0.0168524 -0.0018715 0.00149189 0.000345408 -0.00216923 0.000703683 -0.00402033 0.0135201 0.000944141 0.000159211 0.00326457 0.000514347 0.000752436 -0.00411533
internal_weight=362 5.07344 1.67321 0.696995 3.40023 1.65563 356.927 55.3026 44.5773 39.9019 301.624 290.004 11.7935 5.01755 278.21 10.7254 5.90658 4.81881 36.7872 33.5859 23.6797 20.3349 11.2119 3.20128 275.024 205.507 69.5167 203.384 54.7249 25.249
internal_count=2900 360 283 89 77 66 2540 580 428 400 1960 1919 75 49 1844 152 87 65 376 323 275 243 182 53 1832 1537 295 1522 229 115
is_linear=0
shrinkage=0.0276883


Tree=371
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 2 1 1 0 1 1 1 0 0 0 0 0 1 0 1 2 2 2 2 1 2 2 0 1 1
split_gain=1.41387 1.31523 2.58118 1.28606 1.40314 3.53032 2.01948 3.00426 1.93654 2.59448 2.02634 1.54786 1.14932 0.999052 2.46775 0.982812 1.0316 1.65571 3.27282 2.25642 0.961184 4.70377 2.52519 2.03304 3.26319 1.97127 1.219 0.954808 3.00692 2.86896
threshold=0.30560462260000004 0.39167988980000007 0.39388042275000007 41.919251152600005 0.34581299960000006 42.988308018450006 0.3459626957000001 0.34632196640000007 0.47694679800000012 0.34542378970000004 0.34503457980000002 0.3447052483500001 0.52366695610000014 0.51401155655000019 0.51243974730000008 0.52366695610000014 0.52266399210000014 0.38906020780000011 0.51929582950000019 0.38042274180000007 42.674081447500008 43.124157941850008 43.542456167850005 47.833738492450003 0.35877668335000007 43.968221017800005 47.001379125850008 0.48607826115000008 0.36000419150000007 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 15 5 8 -6 -8 11 10 -10 -5 13 14 -4 16 17 18 19 27 -9 -22 -23 24 -24 -26 -27 29 -29 -2
right_child=1 2 12 4 6 -7 7 20 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0030568551932913836 0.00044328887470219264 -0.0032388150229503707 -0.0031488377728522885 -0.001687401297557076 0.0020956113540213082 0.00031878685868750342 -0.002212388958422168 0.0011447754180220985 -0.0015362238883082295 -0.00051347249017087422 -0.0048085146551141381 0.0010269484154904651 3.6580313773725846e-05 -0.0038540661285938987 0.0033577849796282647 -0.00079849748300765331 0.0016943763726351665 -0.0011503014792824656 0.0025748608835658429 -0.0017111230025341172 -0.0025432008796012172 0.0022094854911341622 0.0015195049873131792 0.0013512955934531059 0.0006117484599618754 -0.0041457958975784758 -0.0011092257048327205 0.0021503576993849105 0.00034247717370660693 -0.0021693174485079344
leaf_weight=1.1535457577556361 73.72328548762016 2.1009356803260735 1.2019385099411009 3.0441822540015009 5.2355040181428185 29.712751567363739 3.993844222277402 11.304454442113636 3.0280621480196697 5.3004563171416521 3.3710661493241787 4.2340856054797769 153.96580285677919 1.1726134221535174 0.83111236989498127 4.921083588153123 6.0480761751532546 5.1210623756051055 6.290318936109542 4.0240651592612258 4.5898171537555781 6.493364215828481 3.4775818437337893 6.360759060829877 1.8046703077852724 2.8535411451011896 1.8284769617021082 11.081172131001948 25.836647626012564 3.7219484746456137
leaf_count=91 380 56 47 26 20 181 25 50 17 31 28 34 1396 25 3 29 19 24 18 19 34 29 12 27 10 42 16 51 115 45
internal_value=0.000152796 0.00016213 -4.19769e-05 0.000299066 4.11474e-05 -0.000306009 0.000393725 0.000185086 -0.00128422 -0.00201573 -0.00326007 -0.000108346 7.55703e-07 -0.00171988 -0.000488927 0.000476118 0.000522292 0.000467677 0.000534135 0.000425704 0.000432425 0.000138617 0.000678053 6.89175e-05 -0.000749697 -0.00196624 -0.00295992 0.000500892 0.000885127 0.000317729
internal_weight=397.826 396.673 159.272 237.4 96.6326 48.6906 47.942 42.7065 18.9779 11.6996 6.39913 7.27827 157.171 3.20566 2.03305 140.768 135.847 129.799 124.677 118.387 38.7127 27.4082 22.8184 16.325 9.96427 6.48669 4.68202 114.363 36.9178 77.4452
internal_count=2900 2809 1527 1282 582 317 265 245 136 76 45 60 1471 75 50 700 671 652 628 610 220 170 136 107 80 68 58 591 166 425
is_linear=0
shrinkage=0.00290337


Tree=372
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 2 2 2 2 1 2 0 1 0 2 1 2 0 0 1 0 0 1 2 1 2 2 2 2 1
split_gain=0.347053 1.41516 0.999608 0.349338 1.07957 0.347801 0.442139 1.8484 1.64665 1.1968 3.03446 1.68253 3.80174 1.07192 1.14588 0.582197 0.522831 2.34456 1.52658 0.517247 2.09802 1.18046 1.09827 1.07275 1.15914 1.00272 0.586022 2.01952 1.10002 0.694978
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.30949672165000003 0.37331217625000007 32.785955158400007 36.514114975300011 37.020641110850008 36.372781240150012 0.38780276035000005 34.997818021800008 0.49850303880000008 0.34392682850000006 0.54475913895000005 33.151194885250007 0.38733870245000007 37.797539186950011 0.51700547890000015 0.54384599265000022 0.48627286610000009 0.61532588845000014 0.61802041855000012 0.48363821445000005 49.275256100300005 0.39745815990000005 50.065525775750011 47.480720532750006 45.90502654165001 46.650420857800007 0.46613873835000008
decision_type=2 2 2 2 2 2 2 2 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 8 15 9 11 13 12 -7 -11 -15 -8 17 -9 -19 22 -21 -22 23 26 25 -25 27 29 -29 -18
right_child=1 2 -4 5 -6 6 7 16 -10 10 -12 -13 -14 14 -16 -17 19 18 -20 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.013485037906059077 -0.040798773549293309 0.0077443491065213518 -0.036073332306450122 -0.011258873618641687 -0.036384676856399185 0.016663884624579281 -0.02898352621163764 0.024133766108950308 0.032766225861764621 0.019636084317784845 -0.041900860908309086 0.016722271027307264 -0.036822268701548672 0.014564020080095998 -0.037658927571058022 -0.0081310065658995231 0.0012331420842063596 -0.023616870072665476 0.0080827633759389967 -0.037121151474888481 0.029441973807582185 -0.01254801314458948 0.019321682125556374 -0.018992514305156295 -0.037091484379711014 0.013284618705027484 0.0069769001010873896 -0.047754772532019089 -0.011237396432117186 -0.010486644850919009
leaf_weight=0.92053153738379379 1.1622828924446356 3.8207170301757287 0.70165377340163093 2.6610549664183045 1.067321137874387 3.5852962210774484 2.8125048051588228 5.5635591596364957 2.2635052073746911 2.7644733451306811 2.1942441108694766 9.4207878708839399 2.6179858888499439 0.90053932648152102 1.020540405064821 3.3288608412258327 264.188079750631 2.9615492448210716 4.1586853566113859 1.9734414844424453 1.4597764010541143 1.5954760699532924 3.6441714428365222 2.3946912614628664 1.6887798306997863 2.020510331960395 17.430127937346697 1.299660900607704 3.3867179956287146 5.8894932391121975
leaf_count=11 33 120 129 122 104 22 18 31 9 11 63 33 33 5 42 39 1496 24 41 106 11 37 15 23 76 22 88 33 40 63
internal_value=0.000682325 -0.00758916 0.000945959 0.000814698 -0.0132911 0.000894082 0.000986333 0.000655926 0.00533258 0.00257322 -0.00915351 0.00773689 -0.005909 0.00618208 -0.0131785 -0.0176806 0.00100822 0.00772173 -0.0051022 0.000730821 -0.0100022 0.00751448 0.000909573 0.00068464 -0.0133157 -0.00422166 0.00097711 0.000596503 -0.0213647 0.000977573
internal_weight=360.897 5.68465 4.52237 355.212 1.98785 353.225 350.563 325.796 24.7674 22.5039 6.8798 15.6241 6.20328 4.68555 1.92108 6.14137 319.655 12.6838 7.12023 306.971 5.02869 3.05525 301.942 298.298 6.10398 4.4152 292.194 274.764 4.68638 270.078
internal_count=2900 282 249 2618 115 2503 2381 2163 218 209 121 88 55 58 47 57 2106 96 65 2010 154 48 1856 1841 121 45 1720 1632 73 1559
is_linear=0
shrinkage=0.0337431


Tree=373
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 1 1 1 1 1 0 2 0 0 1 1 2 0 2 2 2 2 1 0 1 0 1 2 0
split_gain=0.341949 1.28795 1.15306 0.604517 0.872203 1.4534 0.466415 1.45292 0.765731 0.393175 3.45174 2.77518 4.36746 3.98836 2.01201 1.98086 3.95042 1.89782 1.60809 1.3713 2.5718 2.23637 1.96918 1.59279 1.35481 1.46649 1.7396 1.39514 1.08559 0.958264
threshold=0.39672464895000009 49.110028829250005 44.921040431000009 0.3972336157500001 0.41932876265000008 0.31148768000000004 0.32272985840000007 0.33263974130000007 0.32600820335000008 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 0.49678153350000009 0.36543816055000006 0.36597706655000006 38.592454371550012 0.51589772760000019 40.12915366295001 39.646013290900008 40.621691032550004 40.922041107600009 0.34527409360000011 0.51929582950000019 0.38906020780000011 0.52537349185000015 0.39024280710000009 41.24714903835001 0.47470135625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -6 8 -8 10 15 12 13 14 -11 17 -17 -9 -13 20 23 -21 -23 -19 -20 26 -26 -27 -24 -30
right_child=3 -3 -4 4 6 -7 7 9 -10 11 -12 18 -14 -15 -16 16 -18 19 24 21 -22 22 28 -25 25 27 -28 -29 29 -31
leaf_value=-0.02930061708645363 0.014769093584260097 -0.036400918340822278 0.0049756310743605692 -0.041334200483417169 0.007875436518057468 0.0031142399462772939 -0.0048212037292751798 0.01018219431608914 -0.034409902300059879 -0.022779824017660582 0.020563135621785245 0.014450228243703483 0.023328165619723902 -0.041754245073363845 0.015646700256205546 0.0076727128138727304 -0.038057863081204436 0.0091898987536423137 -0.017813631450443075 0.013353053179114102 -0.022825267073321602 -0.018270702795809099 0.010523730895696594 -0.013304412246830643 0.017874694957481278 -0.016717837074287516 -0.0047936016451991794 0.00016752046424830397 0.0094107660837768389 -0.00097879365888957977
leaf_weight=0.91954011574853112 2.3426749263890079 0.92363323271274556 4.5827777460217476 1.0278711160644882 6.8261629464104763 1.3002464984310789 1.3486880622804158 17.042381600942463 1.381777884904295 2.130414584418757 7.2173492386937133 6.3355233427137128 1.9728764691390086 4.2992657606955618 2.122795270755887 2.9619104266166678 2.9345029578544199 6.5380169376730901 3.2267091008834532 10.927181418985127 5.5191994914785019 4.3831517547368994 8.3112492598593217 3.9347313614562154 7.6156414449214918 3.9200031273066989 4.0449617020785809 147.39065303011739 7.6056120360735795 77.703025595284998
leaf_count=116 12 10 20 29 40 43 9 104 32 32 34 27 10 59 20 11 33 25 27 50 31 24 36 23 31 20 26 1507 54 405
internal_value=0.00050956 -0.00587648 -0.00075257 0.00062602 0.000531361 -0.0165099 0.000645467 0.000500681 -0.0197948 0.000664568 0.0016995 -0.000212173 -0.0141377 -0.0227803 -0.00360098 0.00077873 -0.0150863 0.00143767 0.000637353 0.000244712 -0.00739389 0.00136613 2.96062e-05 0.000738529 0.000110801 0.000465691 0.0100113 -0.000269928 0.000886401 -5.25221e-05
internal_weight=358.791 6.42595 5.50232 352.365 350.022 2.32812 347.694 340.868 2.73047 338.137 155.078 183.059 10.5254 8.55248 4.25321 147.861 5.89641 141.965 172.533 124.922 15.9919 108.93 98.003 10.4727 166.198 162.971 11.6606 151.311 93.6199 85.3086
internal_count=2900 146 136 2754 2742 72 2670 2630 41 2589 830 1759 121 111 52 796 44 752 1638 648 79 569 519 48 1611 1584 57 1527 495 459
is_linear=0
shrinkage=0.0279347


Tree=374
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 1 2 0 1 0 0 1 2 1 2 2 0 1 0 2 1 1 1 2 0 0 2 0 0
split_gain=1.1868 2.90398 2.1356 4.83481 2.56509 2.19692 1.80625 2.66086 1.60207 1.642 1.11136 1.80923 1.17256 1.99638 1.53281 1.37148 2.32486 1.83355 2.1486 3.75928 2.11499 2.33254 1.54337 3.9996 2.69189 1.88864 1.73166 1.26069 1.2492 1.10534
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.259171735100004 49.842240509300005 0.41367024935000007 0.43672345135000007 36.735256530150004 0.47727612945000003 0.34524415440000006 0.55481871800000016 0.56055207925000017 0.44922307715000004 42.599563320500003 0.45206730335000006 44.710446918150005 43.509905336500005 0.61802041855000012 0.48627286610000009 0.61532588845000014 46.177190236600005 0.5024400467000002 0.45772581660000006 0.46613873835000008 39.091773401050006 0.58736265385000019 0.58859016195000013 37.272044000450002 0.68186581240000022 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -4 -2 -3 -8 9 -1 -9 -12 13 -13 -14 16 22 18 -17 -20 -19 -22 24 -24 -16 -25 -27 -28 -23 -10
right_child=1 6 4 -5 -6 -7 7 10 29 -11 11 12 14 -15 15 17 -18 20 19 -21 21 28 23 25 -26 26 27 -29 -30 -31
leaf_value=6.9662746683277286e-05 0.0011571810626945826 0.0017320982994976711 -0.0035672811561044868 0.002015596156994026 0.00043131296347785039 -0.0033059821368100206 -0.0030990001788589404 -0.002099139220123804 0.0011538323804326837 -0.0010725781529266182 0.0014446300808724536 -6.7299181142399929e-05 0.0017923599616641232 -0.0027209141234818129 0.00042870883020559619 0.0022067119886747984 -0.0037329451087817259 0.0022063349492791352 -0.0032062816521797304 0.0026917458962821455 -0.0041358459675635648 0.00069077555624280434 0.0016889957601543039 -0.0033868834033975127 -0.0031793335200430771 0.0034675742391479416 0.0023914206495513173 -0.0013534914383874113 -0.0030255224957853014 0.00030317942614308972
leaf_weight=49.627949035493657 1.1314752250909785 4.9612995497882357 4.5831064637750378 3.7744888067245483 1.7150367032736538 3.5490429392084479 2.1035849916515863 1.7608862593770016 12.505429796874521 12.196105783805249 7.3983455225825301 7.3542346740141493 4.1213963497430077 3.1501613054424524 3.2529346123337808 7.1818778961896914 1.5394954071380187 1.7488326621241856 1.8247536756098273 1.558816712349653 1.6141607910394666 3.0692356154322629 7.9396413769573 2.0451252944767457 3.1822143457829952 0.82107788510620583 0.80777756730094541 5.2066995545756072 0.91291426797397424 238.71988985128701
leaf_count=428 7 18 56 12 21 71 174 11 41 152 26 36 15 36 18 24 26 9 38 6 16 31 38 32 28 5 12 217 58 1238
internal_value=0.000165989 -0.000119568 -0.00124891 -0.000333046 -0.00247843 -0.00222705 0.000106947 -1.05977e-05 0.000246543 -0.000155668 8.71112e-05 0.000146585 -2.09215e-05 -0.000863091 0.000167997 1.12344e-05 -0.000413573 0.000599327 0.0013434 -0.00048905 -0.000470964 -0.00130761 -0.000193833 0.000250595 -0.00135549 -0.00103539 -0.000331844 -0.000850529 -0.000161192 0.000345523
internal_weight=401.358 88.3086 14.7532 8.45501 6.29814 4.68052 73.5555 68.5942 313.049 61.8241 66.4906 64.7297 57.3313 10.5044 46.827 42.7056 24.795 17.9106 10.5654 3.38357 7.34514 5.59631 23.2555 16.8203 6.43515 8.88068 6.83556 6.01448 3.98215 251.225
internal_count=2900 1041 167 90 77 78 874 856 1859 580 682 671 645 72 573 558 376 182 68 44 114 105 350 304 46 266 234 229 89 1279
is_linear=0
shrinkage=0.00278911


Tree=375
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 1 2 1 1 0 2 1 0 0 1 0 0 1 1 1 1 2 2 0 0 1 1 2
split_gain=1.88394 2.8938 2.18165 1.91861 3.66975 1.90236 4.25303 3.21689 1.71693 2.94689 2.26466 2.73012 1.68483 1.54984 1.73215 1.84537 1.47672 5.44298 7.75832 2.36934 2.64006 1.70605 1.33296 1.26501 1.95583 1.72217 3.64221 1.69825 3.41578 2.01603
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007 41.840895355800008 0.3453339720000001 0.48543456785000005 0.48320409570000006 0.37138109635000011 0.51243974730000008 0.50356276755000018 0.36927038110000004 0.36543816055000006 0.38906020780000011 0.35319301815000009 38.238138001450004 37.962710038050005 0.52877159370000015 0.52975958800000011 0.3982365797500001 0.39584144190000009 43.812290675100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 13 -5 8 7 -7 10 12 -1 22 -10 -4 15 -15 19 18 -18 20 -16 -19 -12 24 25 -3 -27 28 -25 -30
right_child=1 23 3 4 -6 6 -8 -9 9 -11 11 -13 -14 14 16 -17 17 21 -20 -21 -22 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.00032124201358871231 -0.0028020312924789126 -0.0028644233526868724 0.0014740048960245294 -0.0022594655732622749 0.00081769393184610319 0.00038523575117703089 2.7616223108912707e-05 -0.0027287832889410536 0.00097775701498225881 0.0022945035334578008 -0.001355307978041603 -0.0026926243569320948 -0.0010758904903751514 0.00059413226433253496 0.00091512325730763614 -0.001369252567275868 0.0011617126272391084 0.0011978838831933872 -0.0038308998262777515 0.0020795062052422013 -0.0009313612416649062 6.3217332871103296e-05 0.0011987296760098596 0.00052479575000791937 -0.0031170084296223356 0.0039395845012575809 -0.00046148521863274145 0.00014326356842614087 -0.0032518516171776736 -8.0776761212429245e-05
leaf_weight=44.845536174019799 2.3691125344485036 1.5737252291292012 11.498806070536373 4.3326475340872985 5.4423422925174236 2.9504374824464303 42.3339719530195 6.8788330648094416 6.3367743967100996 6.6780773326754561 2.2171319928020221 3.7051656022667885 4.0923037645407021 5.9682619348168355 34.915209881961346 5.9501579590141773 3.5091785117983809 19.338267490267754 4.3249929584562778 8.9364684894680959 5.5913880318403235 14.381705366075037 2.9832922094501555 5.5519024785608035 1.7603820719523344 1.2633907198905969 15.901505635469219 127.42284229258075 3.8528998047113419 1.8456353656947611
leaf_count=260 56 29 38 54 24 25 318 66 32 23 17 21 40 21 135 28 13 65 39 33 25 61 35 31 30 2 322 995 45 17
internal_value=0.000144504 -6.50225e-05 0.00028142 0.000514685 -0.00054622 4.59401e-05 -0.000315646 -0.00179405 0.000312126 0.00100051 9.30383e-05 -0.00105612 0.000171919 0.000605323 0.000508265 -0.000386069 0.000625401 0.000278726 -0.00159455 0.000916763 0.000660241 0.000713944 0.00010985 -2.4285e-05 -0.000602762 -0.000366563 -0.000137553 6.12268e-05 -0.000867924 -0.00222481
internal_weight=408.752 161.541 247.211 124.189 9.77499 123.022 52.1632 9.82927 70.8583 17.1072 53.7511 8.90559 10.4291 114.414 102.916 11.9184 90.9972 41.5541 7.83417 49.4431 40.5066 33.72 5.20042 159.172 20.499 18.7386 17.1649 138.673 11.2504 5.69854
internal_count=2900 1527 1373 536 78 837 409 91 428 95 333 73 72 458 420 49 371 178 52 193 160 126 52 1471 383 353 324 1088 93 62
is_linear=0
shrinkage=0.00249484


Tree=376
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 2 0 2 0 1 1 1 2 2 0 0 1 2 1 2 1 1 2 2 2 2 1 0 2
split_gain=0.346773 1.1324 0.86154 2.53044 0.912676 0.761423 0.751947 1.6355 1.27376 0.916279 0.492851 0.508638 2.06742 0.788584 3.19984 2.24735 1.80976 1.45429 1.26901 2.76558 2.12328 1.63023 2.72957 1.67904 5.25794 1.58522 1.98236 1.49774 1.22023 2.24634
threshold=0.47727612945000003 0.34524415440000006 0.34500464060000008 0.47577916830000005 0.47305469895000007 0.47760546090000006 42.718072821900002 0.46594413340000007 42.131954243650007 0.47305469895000007 0.34446573455000007 0.39167988980000007 0.39388042275000007 40.259171735100004 40.036761086100007 0.52772372085000019 0.57507260265000015 0.49091344570000006 42.599563320500003 0.39685937550000011 43.19689381845 0.45206730335000006 0.45976168375000009 41.840895355800008 41.322103772800006 41.558544840500012 40.79983011445001 0.44922307715000004 0.59014700160000022 42.508878681700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 8 -8 9 -3 -7 -12 -13 14 15 -14 -17 -18 21 -20 27 23 -23 24 -15 26 -24 -21 -27 -30
right_child=5 6 -4 -5 -6 10 7 -9 -10 -11 11 12 13 18 -16 16 17 -19 19 20 -22 22 25 -25 -26 28 -28 -29 29 -31
leaf_value=-0.00065138704797905521 0.009234249641906972 -0.029317728338329588 0.011047807966186044 -0.018820797460174541 0.0096311536287506348 -0.0099693434648942918 4.1780924392908427e-05 -0.032297618122077737 0.013362846823580108 -0.0031000665273926676 0.0017769953321354153 -0.028802971295250571 -0.032505644001366241 0.0088725764475748922 -0.033397559526709406 0.0014710847577752571 -0.029730387911519541 0.0074976590699365759 -0.032566605303042812 -0.02533709359273988 0.0018109900802367285 -0.037045053787370559 0.003431101234151435 0.014055711571484483 -0.020811324946687571 0.024744944568417859 -0.037524670476137362 0.0023380920727467326 -0.031412042219725732 0.03188332254701326
leaf_weight=26.690136458259076 7.2146986946463576 1.3585723027936163 4.6646230292972168 4.7112054945901027 7.5838400050997725 2.9688838366419068 1.9695376905146984 2.3423310397192836 2.0838660504668951 2.7745944671332836 154.40806721430272 1.7315617138519872 1.5223658960312594 19.353806454688314 2.2332474440918295 38.327618485316634 2.3681960127723864 1.030217128107324 1.9103232380002726 3.6576752196997395 38.255759707302786 1.5688314288854579 2.1601744577637878 13.651247778907416 5.173985054716467 2.2789627881720667 1.2922547007328828 2.1094423666363582 0.92505546484608181 0.65539957536384463
leaf_count=335 25 53 28 33 32 19 23 45 14 17 754 56 31 76 26 264 126 147 29 34 441 19 30 62 37 9 42 38 48 7
internal_value=0.000495315 -0.00143292 0.000424303 -0.000846812 0.00162384 0.000838065 -0.00913246 -0.0175259 -0.00331111 -0.0117178 0.000634505 0.000741362 -0.000399173 -4.39968e-05 -0.00286644 -0.00128989 -0.000150985 -0.0184448 0.00133642 -0.00175635 -0.000419373 0.00435516 -0.00573896 0.00670312 0.00261094 0.000978082 -0.0118988 -0.0152143 0.012497 -0.00516406
internal_weight=358.976 54.1787 43.6498 38.9852 34.274 304.798 10.5289 4.31187 6.21703 4.13317 297.583 294.614 140.206 138.475 45.4816 43.2484 41.726 3.39841 92.9929 45.9332 44.0229 47.0597 8.88068 38.179 24.5278 7.31185 3.45243 5.76712 3.85942 1.58046
internal_count=2900 580 428 400 367 2320 152 68 84 70 2295 2276 1522 1466 594 568 537 273 872 542 513 330 155 175 113 136 72 72 64 55
is_linear=0
shrinkage=0.0261565


Tree=377
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 2 2 0 1 1 0 0 1 0 0 0 2 0 2 2 1 1 0 0 1 2 2 0 1
split_gain=0.324899 0.574242 0.950047 0.437486 1.01504 1.05119 0.626681 0.690045 0.315726 0.955803 0.70373 2.05754 0.753728 0.678899 1.38582 1.30887 0.614148 1.50722 0.928192 1.32999 2.42831 0.862441 1.15622 0.928232 0.587489 1.94152 1.34303 2.75479 3.46925 1.39673
threshold=0.50064369330000014 0.59210802070000013 0.57987784795000008 0.52332265500000019 0.52041855035000018 0.66697104880000013 46.051945193250006 45.027406014450008 0.47727612945000003 0.34524415440000006 0.34500464060000008 0.47577916830000005 0.47305469895000007 0.35675578575000005 0.47706655490000011 0.4622167001000001 0.47778509625000004 41.902916368500009 0.47886290830000006 40.532725462000009 43.082598263550004 0.34458549145000011 0.34503457980000002 0.47943175355000006 0.48543456785000005 0.34587287805000005 42.541806567400009 41.322103772800006 0.48140774230000011 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=8 2 3 4 5 6 7 -2 9 10 11 12 -1 14 -11 -15 17 -10 19 -18 -21 -20 -23 -24 26 -26 27 29 -29 -25
right_child=1 -3 -4 -5 -6 -7 -8 -9 16 13 -12 -13 -14 15 -16 -17 18 -19 21 20 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00061006813163372265 -0.02784991867474803 -0.034944058467656545 0.024048263679286797 -0.028362257264404882 0.029864615127507176 0.016671226353055523 -0.035713325621679844 0.030492188387785831 0.015891518943529966 -0.031000075630809535 0.010436576970032519 -0.017692786402439247 0.0091774280848706553 -0.018371445187379484 -0.0035194298725250025 0.010860911431509274 0.0010020558238826431 -0.0040281724522838666 -0.014644804754001435 -0.034364237720253488 0.0044731466236091746 0.01059723038790884 0.011490223279625058 0.0097301395991593251 0.018747719985173519 0.00070642374768040736 0.0050749305661820726 -0.0039312398713791802 -0.035915890140099341 -0.007275294444332012
leaf_weight=26.695820972556248 0.32942288235062767 0.4755523445928701 0.76831771503202606 0.71501799556426693 0.52024304462247517 0.67416328930994485 1.1014095009304581 0.27630135416984558 6.377690412104128 2.3780223523499426 4.6276655941037452 4.6955550159327677 7.4622541777789584 1.9338289082515983 3.1778971999883652 2.7495147944428027 6.6573257073760015 5.0409081131219864 2.5949684800580135 2.783940764144063 2.0885319337248802 9.2285455763339979 5.8783707469701758 7.4156820550560969 4.5134583711624137 216.6405630724912 11.375905402004717 6.2153360024094564 4.2204830572009087 6.9214220447465777
leaf_count=335 75 79 10 150 10 9 26 1 20 71 28 33 32 45 16 20 26 21 17 39 10 33 21 27 17 1595 44 31 24 35
internal_value=0.000462851 -0.00652801 -0.00344621 -0.00928726 -0.00458666 -0.0121132 -0.0234805 -0.00123714 0.000559471 -0.00136169 0.000400576 -0.000794763 0.00152813 -0.00884519 -0.0152816 -0.0012096 0.000905853 0.00709768 0.000659105 -0.00690859 -0.017717 0.000976386 0.00112519 0.000793053 0.000548664 0.00107462 -0.00266908 -0.00622519 -0.0168666 0.00152055
internal_weight=356.534 4.86043 4.38488 3.61656 2.90154 2.3813 1.70713 0.605724 351.674 53.7206 43.4813 38.8536 34.1581 10.2393 5.55592 4.68334 297.953 11.4186 286.535 11.5298 4.87247 275.005 272.41 263.181 257.303 221.154 36.1488 24.7729 10.4358 14.3371
internal_count=2900 360 281 271 121 111 102 76 2540 580 428 400 367 152 87 65 1960 41 1919 75 49 1844 1827 1794 1773 1612 161 117 55 62
is_linear=0
shrinkage=0.0272254


Tree=378
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 0 0 0 2 1 1 2 2 2 0 0 0 0 0 2 0 2 0 2 0 2 0 2 2
split_gain=0.319272 0.649454 1.014 0.950094 0.408615 0.728466 0.451438 0.309568 0.558335 0.924064 2.22313 2.01693 0.917084 1.45035 0.712438 0.702763 0.618199 4.38016 0.778135 0.814319 1.14804 0.789934 0.775433 0.557745 0.530198 1.05432 0.511899 0.497954 1.47909 0.42836
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 34.542090938800008 33.96174662340001 0.51700547890000015 0.47727612945000003 0.47577916830000005 42.718072821900002 0.34506451900000007 0.34482500525000009 38.938637541200009 39.039757512550004 37.737818700150008 0.45612406815000006 0.47305469895000007 0.46594413340000007 0.42646926740000007 0.3972336157500001 41.468518788800004 0.39672464895000009 42.773538294100007 0.47760546090000006 41.872669623500009 0.45006137540000007 48.919835655300012 0.39614083410000006 44.921040431000009 49.110028829250005
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 10 -10 -11 14 -14 15 -6 17 18 19 21 -21 26 -18 -9 -20 -26 27 28 -15 -25
right_child=4 2 3 -5 7 -7 -8 23 9 11 -12 -13 13 16 -16 -17 22 -19 24 20 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.031237183806300205 -0.011207017285512027 -0.036651070574268668 0.016410778132068041 -0.030250053151427789 -0.013446254988043043 0.015444738496892641 0.0069202315018442534 0.0084816952538412441 -0.017856908434052823 0.0092780372644743914 0.010090126242959501 -0.034630318208087672 0.034413427746830795 -0.029129942658838833 -0.022363005782531257 0.010837060419644566 0.013420672907757301 -0.046372992735580362 0.01570044277353921 0.0020627130072227973 -0.038317989374106042 0.014456005270894868 -0.0035455205497173575 0.00071704631183032723 -0.0099175341075843533 0.013165479154577968 -0.017648030463828793 -0.013587178361175027 0.017137849762845526 -0.0051618991385969258
leaf_weight=0.27808377146720831 1.9354185112752 0.92646206359495442 0.98810885380953528 0.51570349231769796 2.0577849780675019 3.8642147308855783 2.3770103220304009 6.9856565967202178 3.9010258652269822 1.2681962316855782 5.0996429305523634 2.2600667052902281 1.0307348445057858 0.69536440540106026 2.2526459521614015 1.6817415319383142 5.5391780845820886 1.5812574382871378 3.7165854033082706 1.0671516577713185 1.1210190029814837 2.2817519158124924 3.3611274380236864 276.41742631074158 2.8844842142425478 3.2879711976274848 1.7193013131618498 1.3846832066774366 2.3487499095499516 9.9712599696358648
leaf_count=1 16 57 7 103 35 36 32 25 24 8 23 41 4 93 23 11 27 18 24 11 38 7 26 1904 38 26 13 6 11 212
internal_value=0.000428174 -0.00910282 -0.0137187 0.000409344 0.000501489 0.00665811 -0.00121528 0.000355114 -0.00165916 -0.00676073 -0.00202254 -0.0188479 2.23601e-05 0.0018948 -0.00998307 -0.00252555 0.000813173 -0.00168521 0.00176057 -0.00347791 -0.0186247 0.000453792 0.00701353 0.000702119 0.00738522 0.00237843 -0.00474287 0.000267039 0.00656894 0.000512358
internal_weight=354.8 2.70836 2.43027 1.50381 352.091 8.17664 4.31243 343.915 50.5405 12.5289 9.00067 3.52826 38.0115 32.0194 5.99217 3.73953 30.9886 22.0883 20.5071 10.618 2.18817 8.42985 8.90031 293.374 9.88904 6.17246 6.1481 4.4288 3.04411 286.389
internal_count=2900 168 167 110 2732 84 48 2648 507 96 47 49 411 342 69 46 338 285 267 179 49 130 53 2141 88 64 123 110 104 2116
is_linear=0
shrinkage=0.027866


Tree=379
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 2 2 1 2 2 0 1 1 0 1 0 1 0 1 0 2 2 2 1 2 0 1 1 1 2
split_gain=0.28236 1.28684 0.858542 0.338392 1.09113 1.33776 1.63533 1.0705 1.72666 1.31007 3.51612 1.0118 1.13283 3.549 0.96167 1.28788 2.51517 1.46163 1.11049 1.41603 2.25401 2.64687 1.46912 1.41064 2.1345 1.1018 2.79541 6.32207 1.64432 0.766491
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.60665848330000005 0.47106374065000006 44.710446918150005 40.79983011445001 0.46613873835000008 41.792045663550006 42.599563320500003 0.5810754169000002 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44922307715000004 0.56915960600000015 0.43967246490000006 0.57703362175000017 0.4410796084000001 0.55041765215000005 40.259171735100004 41.43512228960001 35.97706729810001 0.43590012275000006 49.39887334565001 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.4211999641000001 41.093509583400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 6 -6 11 -9 -10 -11 12 14 -14 15 18 29 -18 19 25 22 -22 -21 24 -23 -1 27 -27 -28 -17
right_child=1 2 -4 4 5 -7 -8 8 9 10 -12 -13 13 -15 -16 16 17 -19 -20 20 21 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00044866682796119902 -0.036357708551368995 0.006460018774872932 -0.032418827557171813 -0.015356402477775035 0.012167519314650958 0.022993904889001722 -0.036320580162659946 -0.034728898447259252 0.020161641431865423 0.013526690067512854 -0.03938552284871797 0.014498694662475661 -0.036919201027456244 0.0085811601596719519 0.0099476881475971252 0.017922861578444187 -0.045012957124580477 -0.0074009941385325085 0.013028044744972829 0.0024400889021173669 0.021702369927954664 -0.03788053544156348 -0.036425530933469445 0.00097396816082337195 0.0064485450422061127 0.023249197488271048 0.02558252680219417 -0.043756157524704978 0.0051976919268977096 -0.0071756837349312812
leaf_weight=256.7729048061592 1.0710130612424098 3.694934367435053 0.61359450669260684 1.7071913322433809 1.9275055233156311 4.090752771589905 0.96804042364237819 2.038039778970413 1.7193910536589099 2.5198253691196442 2.1616753091802821 4.8158599175512782 2.9276262605562797 3.47129937983118 10.085575735196469 2.0443006204441172 2.2706683685537432 1.6548114048782734 6.648443221114575 1.2253522141836608 3.3955865427851668 2.8540828581899387 3.4046292258426547 5.3799750581383705 1.5544117898680267 2.5328294741921153 6.8365216255187971 2.6901566032320261 7.9050644002854824 2.5130659593269229
leaf_count=1761 33 120 129 25 58 29 44 101 16 15 45 20 50 25 41 17 31 22 27 20 10 39 60 22 21 12 21 33 30 23
internal_value=0.00042097 -0.00649911 0.00092313 0.000527908 0.00645762 0.0117882 -0.00404305 0.000376033 -0.0103291 -0.00256028 -0.0109054 0.000648978 0.000444487 -0.0122361 0.00069824 0.000397009 -0.0112993 -0.0291574 0.000726417 0.000448752 -0.00786929 -0.00145314 -0.0261395 -0.00948571 -0.0222503 0.000984198 0.00787189 -0.0112626 0.0146513 0.00408279
internal_weight=353.495 5.37954 4.30853 348.116 8.69349 6.9863 2.89555 339.422 8.43893 6.40089 4.6815 330.983 326.167 6.39893 319.768 309.683 8.48285 3.92548 301.2 294.552 17.814 13.1841 4.62998 9.78847 4.40849 276.737 19.9646 5.22299 14.7416 4.55737
internal_count=2900 282 249 2618 156 131 102 2462 177 76 60 2285 2265 75 2190 2149 93 53 2056 2029 172 92 80 82 60 1857 96 45 51 40
is_linear=0
shrinkage=0.0304377


Tree=380
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 2 0 0 1 1 2 2 0 0 1 0 2 2 1 0 0 1 1 2 2 2 0 2 2 1
split_gain=1.40256 2.12819 2.92994 2.36691 3.22211 1.92396 3.02721 2.76504 1.91188 2.2708 3.13016 2.94381 2.02818 4.9933 2.02461 2.2532 1.73516 2.46804 2.44704 1.53797 1.79677 1.63302 3.38639 1.48991 1.83626 1.46004 1.53235 1.42221 4.61974 2.91491
threshold=0.52324780695000006 0.48181192180000004 44.015822920550008 0.5089817670000002 0.50356276755000018 38.238138001450004 0.52877159370000015 0.52937037810000021 0.39971857130000005 0.39584144190000009 43.633733172900008 41.395309858300003 0.54910032635000017 0.55240861050000023 0.42970270350000012 0.55754318735000019 44.269496632500008 41.590548329450009 0.41865513010000005 0.56055207925000017 0.56276758185000009 0.43887907550000005 0.44489685935000006 43.124157941850008 42.801286935650005 37.962710038050005 0.53781323915000012 42.178283198950005 42.686561923500008 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 27 23 4 -4 6 -2 -8 9 11 -11 -7 16 -14 15 -15 17 -10 -18 -16 -21 -22 -23 24 -3 26 -9 -1 29 -29
right_child=5 2 3 -5 -6 8 7 25 12 10 -12 -13 13 14 19 -17 18 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00031058365734789494 -0.0038122481123746606 0.00070798344973560404 -0.0024068399836161395 -0.0038536114021982663 0.0025361320283660543 0.0015256677655369054 0.0029457680216910423 -0.0038211989901173501 0.00040329703177629286 -0.003832650707068448 2.1039292195937303e-05 -0.0010436108129533133 -0.0043925779055280431 0.00031812247516942144 0.0012759582175864467 -0.0038551000325908616 0.0005815511473920489 0.0019934924519814014 -0.0036874191235126358 -0.0022558288781031341 0.0014286796308226938 -0.0031847123224099851 0.00013992642193904183 0.001800695797404992 -0.0010929394980968047 -0.0037708555472532397 -0.00030289899903070073 0.00041791569313430493 9.0753523390501746e-05 -0.0032317066093240751
leaf_weight=69.666500061750412 2.7135109528899219 91.249341908842325 2.4875544249080113 2.1611834249924868 2.1875153142027557 6.3253455832600656 1.8970054164528871 1.1844642348587537 23.825136262923479 4.003765180706977 3.4748726412653923 10.420103082433341 2.278872348368167 2.2119239065796128 10.082402899861334 2.3605007827281952 3.5836138203740111 13.4929699357599 1.770725055830553 2.9141376242041579 7.4603180661797515 2.8870678916573516 42.664522870676592 10.249090434052048 5.2865886976942411 1.376034496934152 14.08875686227111 2.6879819114692491 40.780765862204134 6.8634990490972996
leaf_count=434 41 376 37 46 10 27 5 17 91 49 27 95 23 15 42 33 27 50 42 16 28 21 536 40 27 26 310 25 318 66
internal_value=0.000164553 0.00031159 0.000602994 -0.00128253 -9.39703e-05 -4.87851e-05 -0.000881421 -0.000452611 7.78758e-05 -0.000680978 -0.00204207 -7.31038e-05 0.000236988 -6.42561e-05 7.54941e-05 -0.00183629 0.000751337 0.000978258 -0.000830233 0.000207924 1.53778e-05 0.000140229 -7.07898e-05 0.000723703 0.00060936 -0.00083982 -0.000575749 3.56738e-05 -0.000344838 -0.00220463
internal_weight=394.636 233.62 113.621 6.83625 4.67507 161.016 21.2598 18.5463 139.756 24.2241 7.47864 16.7454 115.532 72.8597 70.5809 4.57242 42.6724 37.3181 5.35434 66.0084 55.926 53.0119 45.5516 106.785 96.5359 16.6493 15.2732 119.999 50.3322 9.55148
internal_count=2900 1379 536 93 47 1521 399 358 1122 198 76 122 924 714 691 48 210 141 69 643 601 585 557 443 403 353 327 843 409 91
is_linear=0
shrinkage=0.00297089


Tree=381
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 2 1 0 0 0 2 2 1 1 2 0 0 2 0 2 1 1 1 2 2 2 0 2 2 1
split_gain=1.52123 1.9349 1.89993 7.85364 2.46808 2.04208 2.28542 2.50004 2.26546 5.22269 1.70796 2.88363 2.95788 3.01572 2.67259 2.75113 2.29508 1.67758 1.43436 1.40485 2.01983 1.64238 1.4007 3.59669 2.20061 2.99348 5.47428 1.96865 3.19555 2.37813
threshold=0.39167988980000007 0.53484925600000011 0.40621538280000008 0.41753240920000007 0.39685937550000011 38.238138001450004 0.43166372265000008 0.56369569775000017 0.54910032635000017 0.55240861050000023 43.968221017800005 42.37975859965001 0.39584144190000009 0.39458399450000009 44.215931556700006 0.53136133645000017 0.52898116820000018 41.919251152600005 0.54317236010000014 33.151194885250007 0.49091344570000006 0.43672345135000007 0.34581299960000006 42.988308018450006 43.061965423550006 43.509905336500005 0.48271009850000007 43.542456167850005 47.833738492450003 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=17 10 4 -4 -3 6 -5 -8 18 -10 11 12 13 -2 -12 -16 -14 -1 -7 21 -21 -9 23 -19 -25 26 -26 29 -29 -24
right_child=1 2 3 5 -6 8 7 19 9 -11 14 -13 16 -15 15 -17 -18 22 -20 20 -22 -23 27 24 25 -27 -28 28 -30 -31
leaf_value=0.00042041678633701266 -0.0013381818466053881 -0.00081021456387413648 -0.0033737506714670261 -0.0030488850641065802 0.0015035694617555964 0.0001166639317728836 0.0013088117966100798 0.0032778868716344402 -0.0038553099772837664 8.0380016996173674e-05 0.002258961101340576 -0.0031719395702107678 -0.00045680948250591681 0.0020815888412324562 -0.0027172079483329917 0.00071895962589930724 -0.003123896163433555 -0.0011145468709098153 0.0012562386153030481 -0.002984312249560524 0.00077737578612900387 -0.0026995370411071755 0.0023408852093123973 0.0025875545208490342 -0.0040646927900689902 0.00040230686503551534 0.0015951986958096284 -0.0011222455268636313 0.0010286940285486532 0.00039648564771385523
leaf_weight=145.26342034083791 2.7036614660173708 3.7382340896874657 4.0935480818152419 2.3608210505917659 10.685490334406493 11.174397440627219 3.4245962817221862 0.73353782296180703 2.0847525745630255 71.204198035527952 2.6807698719203454 3.2917875787243238 4.4083575969561934 3.6273030303418636 2.38737185113132 3.3832587152719498 3.4589309431612492 19.208457054570317 16.333039589226246 3.2354356080759317 1.1666675560409201 0.4428272825316526 4.4021618301048902 2.2293492997996536 2.5939628435298827 23.318908528890461 1.6988698095083234 11.508177781477572 6.4885171614587298 26.677515274146572
leaf_count=718 39 35 54 44 45 45 20 5 19 672 11 49 51 11 85 15 40 163 52 86 60 89 14 10 51 161 5 93 27 131
internal_value=0.000131931 -5.64884e-05 6.48892e-05 -3.92077e-05 0.0009039 8.24941e-05 -0.000902447 -0.000339599 0.000193537 -3.15733e-05 -0.000667916 -0.00110508 -0.000625891 0.000621163 0.000236789 -0.00070262 -0.00162942 0.000253177 0.000793307 -0.00135155 -0.00198737 0.00102776 5.59966e-06 -0.00028731 0.000245175 5.60533e-05 -0.00182482 0.000298349 -0.000346747 0.000671893
internal_weight=400.008 156.619 130.678 116.254 14.4237 112.16 11.3639 9.00306 100.796 73.289 25.9414 17.49 14.1983 6.33096 8.4514 5.77063 7.86729 243.389 27.5074 5.57847 4.4021 1.17637 98.1259 49.0495 29.8411 27.6117 4.29283 49.0764 17.9967 31.0797
internal_count=2900 1527 1226 1146 80 1092 304 260 788 691 301 190 141 50 111 100 91 1373 97 240 146 94 655 390 227 217 56 265 120 145
is_linear=0
shrinkage=0.00245095


Tree=382
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 1 0 1 0 1 2 0 2 2 0 2 2 0 1 2 0 1 2 0 2 1 1 2 0
split_gain=2.47515 3.27238 3.29637 3.22642 2.84179 4.04728 2.33575 2.18206 2.65204 2.17158 2.09507 2.72162 4.06411 2.59063 2.03584 3.52488 1.96067 1.93351 4.84481 2.24583 1.78037 1.81285 1.73243 2.34581 2.65928 1.70486 1.62353 3.59992 2.71358 1.57587
threshold=0.39078171310000004 0.52646627350000019 40.305698932850007 41.621607100200002 0.52428071015000011 0.51243974730000008 0.38398550940000004 0.48140774230000011 0.35877668335000007 0.49320379630000005 0.34569324270000007 42.988308018450006 0.48015029490000011 41.872669623500009 42.428475018400007 0.47470135625000004 43.082598263550004 43.509905336500005 0.48271009850000007 0.34193587020000005 48.315732392000008 0.37331217625000007 0.34554354660000003 40.79983011445001 0.47868327295000007 37.572218886150004 0.3459626957000001 0.34632196640000007 42.207998345450008 0.51589772760000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -4 10 22 9 -9 11 12 13 -5 15 -15 -13 18 -18 20 21 -19 -1 24 -24 -3 28 -28 -12 -29
right_child=1 25 4 6 -6 -7 -8 8 -10 -11 26 16 -14 14 -16 -17 17 19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0003495572003014098 -0.0028548750176521126 -0.00062366371043863543 -0.0022548582006193048 0.00079841800288237377 -0.0025009240331406671 0.0017542873513531373 -0.001664197353962297 0.00091295220772041354 0.00044607451806638859 0.0022893655523980659 0.0022341212525009025 0.0019791704123825792 -0.0024223052313119666 0.00026700483795351907 -0.00019979194426711697 -0.0032374805022448508 -0.0031459055861874754 0.00090136866103518551 0.0013651649802581076 0.0010048302091615747 0.00018488079865627851 -0.0023885320234690345 -9.5664405635047128e-05 0.00058323090279538197 -0.0028733751663033869 0.00010025538203229082 -0.0013394996342463218 0.00054716565507757493 0.00020370667790238235 -0.00079516416152227581
leaf_weight=47.092586273094639 3.2795758759602887 15.018788047891574 1.5479275044053791 6.1054730899632039 1.8606258719228206 3.2941753794439137 3.32392943650484 20.490245282649997 53.400541238486767 6.2578740864992133 4.702471047639845 2.3980561820790198 4.7122648283839217 1.9951946712099005 8.561153226066379 3.0129240527749062 2.365049114450815 0.95573496073484721 1.719653859734535 10.065959833562372 9.4061322007328254 2.6228489768691361 2.9928384362719935 4.1431693732738495 2.7806869447231293 144.57810356712434 5.6933642774820319 34.164984717965126 6.6396683473140001 4.0962093025445929
leaf_count=263 46 308 45 29 32 33 24 72 206 24 10 14 27 29 73 30 43 8 5 36 43 71 40 16 17 1086 31 163 34 42
internal_value=0.00015175 -3.89165e-05 -0.00117483 0.000281238 -0.000352798 0.00047264 2.46068e-05 0.000491809 0.000709354 0.00123497 7.60041e-05 -0.000210829 -0.00071644 -0.000307871 -0.000805644 -0.00184132 0.000206676 5.00341e-05 -0.00124675 0.000279831 -0.000282199 -0.0015099 0.000185965 -0.000590907 -0.00143349 3.21313e-05 0.000355698 0.000177695 0.00104552 0.000403457
internal_weight=419.278 169.579 9.9823 249.699 6.70273 4.8421 112.541 137.158 80.1487 26.7481 109.217 53.9204 24.387 19.6747 13.5693 5.00812 29.5334 27.1354 4.0847 23.0507 12.9847 3.57858 57.0093 9.91669 5.77353 159.597 55.2967 43.9546 11.3421 38.2612
internal_count=2900 1550 156 1350 110 78 712 638 302 96 688 408 188 161 132 59 220 206 48 158 122 79 336 73 57 1394 280 236 44 205
is_linear=0
shrinkage=0.00204504


Tree=383
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 0 0 0 1 0 2 2 0 1 0 1 2 2 0 1 1 1 0 1 2 0 2 0 0 2
split_gain=0.31512 0.582669 0.374799 0.37335 0.64289 0.286961 2.07695 0.826918 1.30672 2.42696 2.23146 2.56194 1.05224 1.18923 1.02089 4.04323 1.97699 1.19106 2.27532 1.5976 2.11089 2.98271 1.91055 1.66802 1.41761 2.28638 1.40671 1.32838 3.70546 1.7017
threshold=0.50064369330000014 48.315732392000008 0.66697104880000013 0.63075955810000017 45.027406014450008 0.48181192180000004 0.48218616210000004 0.48271009850000007 0.35877668335000007 0.49678153350000009 41.261521012900012 42.027086531450003 0.49128768600000011 0.34988473400000003 0.50579323975000012 0.37668033890000002 39.685256516350002 38.703421923500009 0.52428071015000011 0.39971857130000005 0.40367054880000008 0.41640968835000008 0.52877159370000015 0.39724858540000008 41.395309858300003 0.53321756835000012 43.633733172900008 0.56369569775000017 0.55892039160000018 36.514114975300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1 -7 -8 10 -10 -9 -12 -13 -14 -11 16 -16 27 -19 23 -21 22 -22 24 -20 -26 -25 28 29 -17
right_child=1 2 -4 -5 -6 6 7 8 9 14 11 12 13 -15 15 17 -18 18 19 20 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00083697828154624535 -0.0370753079177863 -0.01462138694550918 0.010819781830257646 -0.042086172041552655 0.04003186295018589 0.027594358946604315 -0.019443913591845462 0.021286014391828187 -0.029847284167820155 0.0082460857440969423 -0.019591866528230997 0.015152403083297079 -0.014016637461373632 0.012213011879824858 -0.004725783115527963 0.0054732907201816058 -0.042384526289850503 0.014281285117267038 0.014312520816174077 0.022586978490914681 0.0039762447858054184 0.0024673433965177226 -0.046194433011082829 -0.04576125217192583 -0.031489450890471012 0.0040874544339414634 -0.0042854676532296052 -0.022671003026538544 0.037209790540581683 -0.013551848447836337
leaf_weight=109.01262463009334 0.34149585486738832 1.3208811983931812 1.8057331368327139 0.90662445382622536 0.244399294257164 3.9250543341040602 2.5846892744302741 10.85848296433687 3.5196411265060297 20.395022870507091 5.7902493514120605 11.316355839371683 4.7395220510661584 4.3831366337835789 3.1940768901258698 9.860283492598688 4.3208531271666288 18.318091289373115 4.2714573815465 6.3651746883988372 1.5531869046390046 83.711407877970487 2.8072680849581957 2.6101921238005152 4.0817699804902059 5.7070645266212523 1.8343988945707677 4.9040117698023087 2.8308064555749288 16.655720233917236
leaf_count=843 88 28 49 194 1 12 12 57 35 109 30 38 22 19 16 87 59 111 20 26 15 531 45 34 59 45 14 164 14 123
internal_value=0.000583353 -0.0088348 7.18104e-05 -0.0274929 -0.00491096 0.000707809 0.00140791 0.000973518 0.00119902 2.20489e-05 0.00744885 0.0017205 0.00775816 -0.00141416 0.000565575 -0.000339747 -0.0263784 0.000842523 0.00241535 0.000490815 0.00240171 0.000942872 -0.0283237 -0.00926117 -0.00313436 -0.0107475 -0.0286431 -0.00518507 -0.00226307 -0.00647713
internal_weight=354.17 4.61913 3.12661 1.49252 0.585895 349.551 240.538 236.613 234.028 196.94 37.0877 26.2293 20.439 9.12266 193.421 173.026 7.51493 165.511 131.26 112.942 94.437 88.0719 4.36045 18.5049 14.0603 9.78883 4.44459 34.2508 29.3468 26.516
internal_count=2900 360 77 283 89 2540 1697 1685 1673 1507 166 109 79 41 1472 1363 75 1288 900 789 617 591 60 172 124 104 48 388 224 210
is_linear=0
shrinkage=0.036296


Tree=384
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 0 2 2 1 1 1 2 1 0 0 1 2 1 2 2 0 1 2 2 0 2 0 1 1 0
split_gain=0.265026 0.536469 0.332956 0.433404 0.812074 0.331916 0.578316 0.298154 0.539974 0.958289 0.653627 0.374091 0.832917 0.632306 0.371013 0.315959 0.882804 1.16308 0.910842 0.549336 0.84715 2.02807 1.66619 2.94618 1.9956 0.788841 0.51434 2.81831 0.469395 2.11848
threshold=0.50064369330000014 48.315732392000008 48.461603274950008 0.50525433370000017 0.65092362505000012 0.63075955810000017 45.027406014450008 32.785955158400007 0.31728091975000011 0.38185982460000006 0.38573695400000008 34.542090938800008 0.34392682850000006 0.51243974730000008 0.53136133645000017 0.48363821445000005 49.275256100300005 0.39745815990000005 50.065525775750011 48.680511450650009 0.45612406815000006 0.32600820335000008 41.902916368500009 39.468990633150007 0.39614083410000006 44.921040431000009 0.61532588845000014 0.48627286610000009 0.46613873835000008 0.60665848330000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 -3 -4 -5 6 -2 8 -1 -10 -11 12 -9 -14 -12 16 19 18 -18 20 21 22 23 -13 25 -24 27 -17 -22 -30
right_child=1 2 3 4 -6 -7 -8 11 9 10 14 15 13 -15 -16 26 17 -19 -20 -21 28 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.031512759394697019 -0.031891534875264464 0.017467735393603856 0.014193420096906027 0.0060810679189526699 -0.038615079896243007 -0.035860636972772392 0.034166110627928764 0.02826327951056528 -0.040902450203298392 0.033024784424381559 0.0044557512333874682 -0.020618280535887858 -0.011000740950700869 0.0093854819450196383 -0.033989258301923064 0.016820626653164129 -0.016583718223849769 -0.034147753005634794 0.012330714042297235 0.0076178212798538852 0.00081629073557616411 -0.036726510308534126 -0.032813371396473445 0.023697414819788452 -0.041778796271070173 0.011300013412165182 0.014111464427289985 -0.034360217572386387 -0.023293479942484933 0.01287546771570558
leaf_weight=0.27289107069373075 0.30957428718102054 0.79887460917234454 0.72005891799926791 0.84168954379856564 0.75427750940434635 0.82929947439697571 0.22320643067359924 1.5053968876600246 0.86943380124284919 0.42960427701473214 0.53530733846127987 2.2869353322312218 2.2487968034110963 4.4059402169659734 0.4539721752225887 3.0370385316200537 2.2870281650684765 1.6306263052392749 1.9971728858072308 10.365703608840702 292.29199821152724 1.9792272648774076 0.50696272635832462 4.1000613132491708 1.8547250949777661 1.8237536735832689 4.2745481673628092 1.6115782931447027 3.6775246019242323 2.7847567379940301
leaf_count=4 88 4 5 18 50 194 1 7 54 3 4 30 22 48 62 14 23 78 22 46 1734 72 79 29 40 10 25 51 62 21
internal_value=0.000455277 -0.00710733 5.34572e-05 -0.00595331 -0.015043 -0.0234831 -0.00421694 0.000552785 -0.0100811 -0.0150413 0.000805286 0.000631804 0.00724999 0.00249648 -0.0131863 0.000471318 0.000313115 -0.0116627 -0.00310463 0.000533324 0.000297428 -0.00766407 -0.0022234 0.00782969 -0.0175644 0.00170475 0.00627926 -0.000922702 0.000631917 -0.00770739
internal_weight=351.708 4.47698 3.1149 2.31603 1.59597 1.36208 0.532781 347.231 2.56121 2.28832 1.41888 344.67 8.16013 6.65474 0.98928 336.51 327.586 5.91483 4.2842 321.672 311.306 12.5517 10.5724 6.387 4.18544 2.33072 8.92316 4.64862 298.754 6.46228
internal_count=2900 360 77 73 68 283 89 2540 127 123 69 2413 77 70 66 2336 2246 123 45 2123 2077 260 188 59 129 89 90 65 1817 83
is_linear=0
shrinkage=0.0312825


Tree=385
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 2 1 1 0 0 1 2 0 1 2 2 2 2 1 0 1 0 2 1 1 1 2 2 0
split_gain=1.56828 2.38879 1.76446 2.25695 4.27155 3.25095 1.91202 1.83098 2.08875 3.21144 2.95369 2.26925 3.44536 2.12949 1.73583 2.53738 1.57344 4.62011 2.84822 1.2961 1.2301 1.52578 2.24569 2.13424 1.76194 1.40996 1.69869 1.21137 5.46323 2.44469
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 0.4211999641000001 0.54279811980000015 0.41640968835000008 42.34047585750001 0.42552618185000007 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.41917906650000009 39.749124837650008 0.52898116820000018 0.43672345135000007 36.735256530150004 41.169697216150006 40.823855932350007 50.065525775750011 0.41753240920000007 0.47305469895000007 0.32272985840000007 0.43563066975000003 39.530201452500002 0.34392682850000006 0.34307356065000005 0.33672644530000007 47.833738492450003 45.154229826150008 0.48218616210000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 6 -4 8 20 13 -11 12 -12 -10 -3 -16 17 19 -18 -2 21 22 -1 25 -25 26 -23 28 29 -8
right_child=1 14 3 4 -6 -7 27 -9 9 10 11 -13 -14 -15 15 -17 18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015826030743847056 0.00053196765753170654 0.0013550953167878921 -0.0015182201226324719 -0.0031527550013187525 0.00163266942644532 0.0018799673492575623 -0.00033279771674325792 0.0013422006418159996 -0.00042989962429944512 0.0017694948666166239 9.0118836930841776e-05 0.00036748765785645963 -0.0031866432435184444 -0.0029109732818079857 -0.0025639853947355138 1.8250398143776099e-05 -0.0028333051261000175 0.002204683570514631 0.00082536683701323402 -0.0020298565373466997 0.00046848899293680957 -0.00080237889472897013 0.0024285567900832125 -0.0035187302085719261 -0.00036075478643697139 -0.0016254277029733996 0.0014851731454292938 0.00057328956093398377 -0.0021418486722730207 0.00049161052014373339
leaf_weight=5.60218638693914 1.3199370168149451 4.8386128023266783 4.3358591049909583 3.0071532586589447 1.4310691729187963 4.8170694857835761 37.153800489846617 9.049067806452511 3.8662284454330829 4.7048901468515423 3.9456173758953836 11.35783691704273 2.8896766640245914 3.3620927408337593 2.0374550794949746 67.94491319230292 4.3221150394529095 2.5576484352350235 1.4865030748769639 4.6194716203026474 144.46167987957597 2.9940279414877278 2.5334730893373489 2.0088791586458679 1.6919054919853804 2.1597364428453147 3.8668704889714718 17.472105026710778 6.2194444192573419 37.642615991644561
leaf_count=74 14 18 39 76 5 16 308 34 47 14 21 43 24 41 174 682 58 6 19 70 600 38 6 22 23 50 14 86 97 181
internal_value=0.000138333 -0.000128829 0.000213549 -1.63718e-05 -0.00160973 4.93253e-05 -3.64363e-05 0.000339564 0.000293142 -0.000258999 0.000159243 -0.000257181 -0.00129516 -0.00158392 3.43861e-05 -5.69284e-05 -0.000982467 -0.000357288 -0.001897 -0.00146053 0.00039376 -0.000123836 0.000647284 -0.000616986 -0.00207498 -1.88311e-05 0.000486908 2.87982e-05 -8.86284e-05 8.21003e-05
internal_weight=405.7 89.1267 316.573 112.079 4.43822 107.641 102.824 204.494 195.445 30.1263 22.898 18.1931 6.83529 7.22832 74.821 69.9824 14.3057 8.49706 5.80862 5.93941 165.319 20.8571 8.13566 12.7214 3.70078 9.02063 6.8609 98.488 81.0159 74.7964
internal_count=2900 1041 1859 808 81 727 711 1051 1017 190 102 88 45 88 874 856 167 90 77 84 827 227 80 147 45 102 52 672 586 489
is_linear=0
shrinkage=0.00227998


Tree=386
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 2 2 0 1 0 1 2 2 1 2 1 1 0 2 0 0 2 0 0 0 0 1 2
split_gain=1.35144 2.81962 1.55183 1.75989 3.96083 1.72691 1.95643 2.19147 3.70462 3.0057 2.33952 2.27257 1.74064 1.4466 3.96648 3.15635 1.54985 2.54983 2.0236 2.17255 1.58968 1.5578 1.32479 1.15936 2.7304 2.28038 1.53029 1.20417 3.48954 1.10315
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 43.162556114600001 42.801286935650005 42.487106141350004 41.621607100200002 0.48851830785000006 0.35877668335000007 0.49320379630000005 0.3453339720000001 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007 41.840895355800008 0.47943175355000006 0.52366695610000014 39.039757512550004 0.46594413340000007 0.47778509625000004 0.41932876265000008 0.47706655490000011 0.32600820335000008 40.580626202750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 5 -5 6 7 8 10 -10 11 12 -4 16 15 -15 18 20 21 -20 -18 23 -3 24 26 27 -1 28 -25 -24
right_child=1 22 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 29 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030938922904368755 -0.0030847580287834092 -0.0016792770752286107 0.0019815644296695906 -0.0026193611350495806 0.00097557665681991738 0.0017184534689795869 -0.00096940527384503801 0.0020348114150421639 -0.0027618100636533404 0.00010186232922059888 0.00038869839347291997 0.0030238692697142472 0.00021391053350577915 0.00062630379823158081 8.50368677760177e-05 -0.0028615331008052781 0.0010331037026346528 0.00237388016878942 5.2199793206152277e-05 -0.0026623242153998665 -0.0011601987947671311 0.0012626825726733445 -0.00027131493640873103 0.0014331141878849403 0.0017648274983623911 -0.001808383714181822 6.2472104108578618e-05 0.0010472499570121677 -0.0023179112168709021 0.00022153832655947059
leaf_weight=1.4629889213247205 2.2479555606842032 3.422136746114119 7.2565291933715406 4.1607242133468372 5.1403680667281151 9.5953075848519784 6.3497354239225379 7.3758868798613539 4.3271529600024206 7.5446689426898956 52.404274763539433 5.2477641552686682 9.8573694564402086 2.7215934167616052 42.341529258759692 6.8372048735618591 6.5805785376578587 6.6320111639797679 5.3065381271298957 3.7934914752840996 3.9782012882642448 10.4672774374485 53.163376725337002 3.5347556807100791 7.7137930169701576 5.8536764606833449 5.429520133882761 6.8772612661123276 3.92918631574139 94.896160365547985
leaf_count=63 56 75 25 54 24 33 32 22 22 37 221 24 42 25 318 66 32 23 52 21 40 33 613 18 26 31 34 22 33 783
internal_value=0.000161389 -3.95629e-05 0.000288664 0.000511507 -0.000632573 0.000608281 0.000502142 0.000601531 0.000479509 -0.000941916 0.000705213 0.00144696 0.00096342 7.34022e-05 -0.000274753 -0.00186847 0.000325911 0.0010428 9.92384e-05 -0.00107939 0.000206739 0.000336171 5.6271e-06 5.75009e-05 0.000645364 -0.000367681 -0.000607491 0.000220373 -0.00054151 4.45707e-05
internal_weight=396.449 153.73 242.719 119.26 9.30109 109.959 100.363 94.0136 86.6378 11.8718 74.7659 22.3617 17.1139 123.46 51.9003 9.5588 71.5593 17.1908 54.3685 9.10003 10.5588 45.2685 151.482 34.8012 14.6063 20.1949 6.89251 14.3412 7.46394 148.06
internal_count=2900 1527 1373 536 78 458 425 393 371 59 312 91 67 837 409 91 428 95 333 73 72 260 1471 227 123 104 97 73 51 1396
is_linear=0
shrinkage=0.00273913


Tree=387
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 2 0 2 2 1 1 1 2 0 1 0 0 2 2 0 2 2 1 0 2 2 2 2
split_gain=0.292042 2.69448 3.32643 2.13143 1.45203 2.62606 2.05445 2.91088 1.92536 1.67642 1.64418 1.68971 1.35352 1.36162 1.24435 0.934546 0.992546 0.897477 1.92857 2.30661 0.824102 0.809057 1.35944 1.94737 1.92889 1.78629 1.61042 1.14682 4.13979 1.52508
threshold=0.38398550940000004 0.51929582950000019 0.38906020780000011 0.51243974730000008 0.37982395740000008 0.51017933595000009 0.50300889195000009 39.344049039350004 0.50579323975000012 37.858673296900008 38.592454371550012 0.36254902550000007 0.38906020780000011 0.39024280710000009 33.96174662340001 0.46594413340000007 0.36000419150000007 0.52324780695000006 0.52646627350000019 42.34047585750001 35.818873074050011 0.48181192180000004 41.322103772800006 43.162556114600001 0.3459626957000001 0.49320379630000005 42.102795028150005 40.166811829450005 39.646013290900008 42.178283198950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 10 -8 -9 -7 14 21 -3 -14 -1 20 -17 -15 19 -19 -16 27 -23 24 26 -26 -24 28 -12 -29
right_child=1 12 3 -5 -6 9 7 8 -10 -11 11 -13 13 17 15 16 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.011924385669846474 -0.049598119860805229 0.011920360118660841 -0.031601068558740543 0.016741986042355491 0.013331993181196336 0.006808340334379076 -0.012851408204617883 0.03014900650943568 0.0042342019273286955 -0.025259062472015203 0.00067071113818900976 -0.019174563915537499 -0.017257192736865178 0.010617995747226485 0.0080918111376074419 0.020587429521596947 0.0065592453616682214 -0.037067447773385227 0.00018231317043534612 0.0066597365002261178 -0.017363198327158408 0.010977411813462347 -0.0071254638771379832 0.014080532545342099 -0.025567289384136938 -0.00063667875838802415 0.015040750634996844 0.003943193339965601 -0.035543048240397432 -0.0039985374288940322
leaf_weight=2.4924546510155805 2.0627310052514067 7.9151913654059163 1.2699561654590072 1.9401795847807077 7.9812185149639836 1.87064879387617 2.9561914354562751 6.0910110622644407 3.9955110289156437 5.1472344463691115 9.373251195996998 4.0518139828927806 3.9224324077367774 6.4788779178634277 2.668524099513891 7.636417210102084 9.5571617186069471 2.5550943147391072 133.18148564552394 1.6846433914033694 1.7872894238680599 13.071183346211908 5.6728628650307709 6.0297314450144759 5.2410588040947896 4.491662360727787 5.3691896572709084 37.704889095621184 3.7074698214419177 44.21233110583853
leaf_count=70 14 33 57 15 34 8 15 30 26 66 45 29 20 33 23 32 37 47 1396 31 36 63 24 22 27 19 16 211 25 396
internal_value=0.000452396 -0.000457817 -0.0208534 -0.00238292 0.00121926 0.000691351 0.00138484 0.012464 0.0198835 -0.0167113 0.000498686 -0.000715648 0.000232722 -0.000393095 0.00748663 0.00972139 0.0127898 6.65871e-05 -0.000430871 -0.0196926 -0.00211855 -0.000161114 0.0033069 -0.000433611 -0.00464624 -0.0140618 0.00365284 -0.00161682 -0.00959336 -0.000343115
internal_weight=352.12 161.011 5.27287 3.21014 191.109 183.128 176.11 13.0427 10.0865 7.01788 163.067 138.925 155.738 147.823 24.1418 21.6494 17.1936 143.9 137.421 4.23974 4.45581 134.874 39.8757 26.8045 20.7748 9.73272 11.0421 94.9979 13.0807 81.9172
internal_count=2900 1646 86 72 1254 1220 1146 71 56 74 1075 877 1560 1527 198 128 69 1507 1474 78 59 848 171 108 86 46 40 677 70 607
is_linear=0
shrinkage=0.0290103


Tree=388
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 0 1 2 0 1 1 0 0 1 0 0 2 1 1 1 1 0 0 1 2 1 1 1 0
split_gain=0.26827 0.571943 0.841026 0.777111 0.371396 0.562491 0.314474 0.25869 1.88633 1.41218 4.19487 1.93546 1.18481 2.16412 1.69486 1.14491 1.78387 1.40507 1.13008 1.84008 1.05494 3.37439 1.47653 1.49731 1.45972 2.2845 1.59216 1.46152 2.22131 1.73403
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 34.542090938800008 33.96174662340001 0.51700547890000015 0.38906020780000011 37.064694648750013 0.52215502530000013 0.39024280710000009 0.39971857130000005 0.52877159370000015 0.53029849405000007 0.45664800455000004 0.52428071015000011 0.52682554415000016 39.344049039350004 0.38733870245000007 0.38398550940000004 0.34632196640000007 0.3459626957000001 0.48607826115000008 0.48368312325000012 0.35585760905000008 42.564639561200003 0.34744468730000005 0.36927038110000004 0.37138109635000011 0.47814436690000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 18 12 10 -10 -12 -9 -14 -15 17 -17 -11 19 20 21 22 23 -6 25 26 -22 29 -29 -26
right_child=4 2 3 -5 7 -7 -8 8 9 15 11 -13 13 14 -16 16 -18 -19 -20 -21 24 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.029302687543409246 -0.0081115568820543122 -0.034085991579845092 0.014067689106386401 -0.028609917444159669 0.00036543015271571125 0.013535036341835246 0.0061170931480520833 -0.035745429051581942 -0.0528956876807707 -0.00043322740295232364 0.013851230718397865 -0.028745334962675995 0.02988965975451471 -0.025626911534657369 0.016224327818943202 -0.021765528371231413 0.00043614562884132524 0.021092063520668961 0.012396918371175845 -0.019586779471981904 0.0031854232996588578 -0.019126574252014583 0.012765727670747778 -0.016297029861083914 0.010007030042070287 -0.001687690079745872 0.023179065705230283 0.018495734476455573 0.00046089881225422065 -0.0075829664149900233
leaf_weight=0.25232788920402471 2.0130087495781464 0.81267174860113334 0.90588826313614823 0.44612754278932698 100.40754923096392 3.7605073490558425 2.3688576044805814 1.4447774067521084 1.3840797767043103 4.3773818248882872 2.5411352580413227 1.0586512429872525 0.8510368913412093 3.1391805682796985 0.86466494985506859 2.5884725383948526 123.86207536270376 4.1281681939726695 5.8499670699238768 3.116111706942319 4.191674645990136 6.4974724110215893 6.4735872261226168 3.9260899834334841 5.0210843235254314 7.8850272041745475 8.3473383904201892 6.7173095270991352 16.63025413826108 18.009300165809691
leaf_count=1 16 57 7 103 687 36 32 29 10 22 21 50 3 57 48 50 1122 29 21 21 21 37 27 20 46 37 43 34 106 107
internal_value=0.000377847 -0.00840986 -0.0128058 -1.47319e-05 0.000438978 0.00602533 -0.000419482 0.000304924 -0.000534831 0.000102989 -0.0137334 0.00132412 -0.0147033 -0.00844134 -0.0165888 0.00061396 -1.83279e-05 0.0100141 0.000940982 0.000583029 0.000924415 -0.000587581 0.000499502 -0.000261581 0.00357949 0.00947551 0.0164954 0.000982981 0.00564969 -0.003748
internal_weight=349.872 2.41702 2.16469 1.35202 347.455 8.14237 4.38187 339.312 146.24 139.94 4.98387 3.59979 6.29966 4.85488 4.00385 134.956 126.451 8.50555 193.073 187.223 184.107 117.305 110.807 104.334 66.802 20.424 12.539 46.3779 23.3476 23.0304
internal_count=2900 168 167 110 2732 84 48 2648 1441 1304 81 71 137 108 105 1223 1172 51 1207 1186 1165 771 734 707 394 101 64 293 140 153
is_linear=0
shrinkage=0.0264688


Tree=389
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 0 1 1 2 0 2 2 1 2 2 0 0 1 2 1 2 0 2 2 0 0 1 2 0 1
split_gain=2.25227 2.96456 2.70592 2.20546 4.26445 2.2191 3.1221 2.02516 2.02917 2.01582 2.00781 3.2815 2.08366 2.14423 3.66895 1.81119 1.71689 1.68204 1.57635 1.48915 1.3696 1.27509 1.49712 1.25237 1.55946 1.16873 1.38891 1.15123 1.13947 2.36088
threshold=0.39167988980000007 0.39388042275000007 41.919251152600005 0.34581299960000006 43.509905336500005 0.48101853240000009 0.34512439750000007 0.34193587020000005 48.315732392000008 0.37331217625000007 43.542456167850005 47.833738492450003 0.3459626957000001 43.124157941850008 42.674081447500008 0.51243974730000008 0.47305469895000007 0.35319301815000009 44.086690780350004 0.3447651268000001 37.186372654950006 0.56859076075000015 34.997818021800008 51.779769178100004 0.61532588845000014 0.47778509625000004 0.34542378970000004 36.372781240150012 0.47694679800000012 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 28 4 5 6 16 8 9 -6 12 18 -5 14 -14 -3 -4 -16 -12 -18 21 22 -17 -22 -25 26 -8 -24 29 -1
right_child=1 15 3 10 7 -7 25 -9 -10 -11 11 -13 13 -15 17 20 19 -19 -20 -21 23 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0002575768623389648 -0.002035988595582914 -0.001967457483989671 -0.002113383590118755 0.0016855131468927302 0.00092828071641181135 1.3352521549768869e-05 -0.0025134830636599054 0.00087441119401719398 0.0002539382990451318 -0.0021288684238198155 2.2305506551224402e-05 0.0008170711484552888 0.00058452815048529757 0.0011994173698625082 -0.0019336600674282238 0.00044661319795639151 0.00050763744372351607 -5.9509732953993427e-05 -0.0013036337361323155 -0.00092289329832687019 8.7219750560067392e-05 -0.0019231909180524303 -0.0021310722455633781 -0.0021007391998918009 0.00030151775837852183 -0.0027005481355755943 -8.6828300979158889e-05 -0.00036180277606132489 0.00046038027491401531 -0.0013696166693071546
leaf_weight=21.306997895706449 2.3649256322532883 1.5102189984172572 1.8282040497288168 4.5132518149912384 0.94697321951389613 8.4183262363076192 1.4304731953889125 10.764451660215853 9.669091444462536 2.6641998998820782 4.951494727283718 6.7054457627236834 13.517802920192485 7.2829906838014713 3.4149493291042736 4.5019833128899318 4.7141079902648908 2.8422165922820568 7.0245826449245214 4.7143716290593147 141.47642252780497 1.9124576273607079 1.8069418352097271 1.9082073671743267 1.6171471606940029 3.9163942560553551 1.6398243252187965 3.4962879959493876 125.11468535661697 3.3411397070158264
leaf_count=163 56 47 69 14 8 32 21 39 43 71 25 27 59 31 21 36 17 20 68 34 1049 180 36 76 17 36 20 30 487 68
internal_value=0.000130597 -3.58096e-05 0.000237186 9.46127e-06 -0.000255355 -0.000751016 -0.00110373 0.000294253 -0.000176 -0.00132718 0.000276668 -0.000191002 0.000553401 0.000364565 5.70947e-05 -5.91461e-06 -0.000517159 -0.00108236 -0.000755426 -0.000207648 1.29877e-05 -0.000578875 -0.000316673 6.08164e-05 -0.000998778 -0.00204879 -0.00121742 -0.000964637 0.000390701 3.70052e-05
internal_weight=411.317 160.595 250.722 100.959 50.7064 26.6617 18.2434 24.0447 13.2803 3.61117 50.2527 18.6815 31.5712 27.058 19.775 158.23 11.2567 6.25717 11.9761 9.42848 156.719 11.7177 9.80521 145.002 3.52535 6.98669 3.0703 5.30323 149.763 24.6481
internal_count=2900 1527 1373 655 390 229 197 161 122 79 265 120 145 131 100 1471 120 41 93 51 1424 282 102 1142 93 77 41 66 718 231
is_linear=0
shrinkage=0.00179978


Tree=390
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 0 1 1 0 2 1 2 2 2 1 1 0 2 0 2 0 2 1 2 2 2 1 2 2 0
split_gain=1.64454 2.88884 2.23858 1.8893 4.55862 1.88286 4.23818 3.04534 2.53483 2.39096 2.29471 1.82438 1.89473 1.8079 3.2049 1.98067 1.928 1.57179 1.56547 1.46764 1.53244 1.42943 1.34804 1.34323 3.02449 2.38362 1.79171 1.31753 3.20678 2.79463
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 42.178283198950005 43.45354240915001 0.50579323975000012 0.37668033890000002 0.36998892250000009 0.50356276755000018 41.495754733000005 0.3453339720000001 43.633733172900008 43.968221017800005 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007 41.840895355800008 0.52366695610000014 42.027086531450003 0.49128768600000011 37.186372654950006 0.34536391125000004 38.771633980050005 37.272044000450002 43.968221017800005 0.38906020780000011 43.061965423550006 42.686561923500008 0.47760546090000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 27 8 7 -7 9 10 -4 -6 -13 15 17 22 -17 -15 -3 -11 -21 -20 -1 24 -8 26 -25 28 29 -5
right_child=1 18 5 4 11 6 23 -9 -10 19 -12 12 -14 14 -16 16 -18 -19 21 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.000179053316435428 -0.0031168252230701736 -0.0018390139933137253 0.0025989538257028106 -0.00087660677578470193 0.0024600425772882831 6.3016516096667363e-05 0.00082685548472647037 -0.0028144019887353083 0.0022074355506646942 -0.0011451488614030948 0.00079493933177999772 -0.0020756417349091661 0.00038719700310141467 0.00099949124603043358 0.0026179247386620107 -6.9769649978045528e-06 -0.002623529997994067 -0.0012298781497563041 -0.00092031399628547488 0.00098484061341707436 -0.0004975914801411364 0.00010751467825667984 0.0019923844047584761 0.0022647062451596608 -0.0019848691710159863 -0.00066838760086670307 0.00055240103285297609 -0.0026948705543632292 0.00024800684528500838 -0.0039562262828910146
leaf_weight=40.757694037049077 2.3431555433198801 3.5311542721465221 6.6069786101579657 5.7312749493867212 2.8685914203524616 5.7819368392229062 8.7559081092476827 5.5252544097602367 9.1915259361267072 6.1868614628911045 30.049522064626217 2.6803168030455735 22.900972623378038 6.3788375426083821 6.6559162978082886 5.0992819361854327 3.7568542808294296 3.9234055997803807 11.25927583457087 13.157542441040279 9.0342488810420019 135.16893146780785 3.4128106385469428 9.801841385662561 4.4231316074728957 5.2437412105500689 9.0078711062669736 4.2650273456238201 8.5559291052632016 3.7407990768551826
leaf_count=249 56 75 21 52 19 38 37 47 34 28 121 34 140 32 23 52 21 40 278 47 41 1118 11 27 23 39 33 62 63 39
internal_value=0.000162684 -6.32063e-05 0.000303976 3.59982e-05 -0.000371177 0.000567503 0.000143058 -0.00134303 0.000845064 0.000652518 0.0011201 0.000364173 0.000129149 0.000331223 0.00111893 7.93117e-05 -0.00111694 0.00015048 -1.54926e-05 4.8552e-05 0.000381344 2.8482e-05 0.000319159 0.000594371 -0.000116812 0.000984033 0.00144469 -0.00130962 -0.000981894 -0.00209284
internal_weight=395.797 152.303 243.494 120.728 50.7429 122.766 48.5397 11.3072 74.2267 65.0352 36.6565 28.4499 25.5813 69.9848 16.9582 53.0266 8.85614 10.3022 149.959 28.3787 22.1918 146.428 44.1705 37.2325 13.179 24.0535 18.8097 22.293 18.028 9.47207
internal_count=2900 1527 1373 837 409 536 244 85 292 258 142 193 174 428 95 333 73 72 1471 116 88 1396 260 159 60 99 60 216 154 91
is_linear=0
shrinkage=0.00277154


Tree=391
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 0 0 0 1 2 2 1 0 1 1 1 0 0 0 1 0 2 0 1 1 0 0 2 1 1
split_gain=1.6069 3.20861 2.33746 4.93092 2.48957 2.01456 3.60457 1.94892 2.10576 2.29267 1.75751 2.46792 4.39285 4.18304 2.08699 2.14942 3.57329 2.82237 2.46818 2.20964 2.48159 1.84032 1.26014 1.08188 1.06611 2.27782 1.44694 0.981613 1.36847 0.963868
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.823855932350007 50.065525775750011 0.55411514625000013 0.56055207925000017 0.56276758185000009 0.43672345135000007 36.735256530150004 42.178283198950005 0.4211999641000001 0.54279811980000015 0.41640968835000008 0.42552618185000007 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.52898116820000018 0.41917906650000009 0.54279811980000015 42.34047585750001 0.42314601355000009 0.43033142720000012 0.39388042275000007 0.52366695610000014 0.52772372085000019 41.24714903835001 0.31063441215000004 0.32272985840000007
decision_type=2 2 2 2 2 2 2 2 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 23 -4 -3 -7 -8 -9 -10 14 13 -13 21 15 22 18 -18 -17 20 -19 -12 27 -2 25 29 -27 28 -1 -24
right_child=1 5 4 -5 -6 6 7 8 9 -11 11 12 -14 -15 -16 16 17 19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001401774628641485 -0.00091521620550586509 -0.0028016288165294309 -0.0034822794091776913 0.0027205878717725422 0.00033417698825081332 0.0016720750273129736 -0.0022477761930427991 0.0024610816924676301 -0.0030446521215885623 4.1738129175906716e-06 -0.0018212897664882871 -0.003846138337658745 0.0019205641405288906 0.0024224734490763461 0.0016622309713324212 -0.00045032077619057843 0.0020753759743064827 -1.2917452444218697e-05 -0.0035373076574217299 0.00046364561239366453 -0.0032815486127447729 1.5865441320731415e-05 0.0017550540130743327 -0.0033872519163129829 0.0017183891654229792 -0.0024472941653393794 0.00026868706050159721 0.00086933675319196915 -0.0031319066441611093 0.00049708318531623734
leaf_weight=0.65758831053972233 3.9034790536388737 1.7660996504127968 4.9602193441241971 2.6616328507661819 1.7028244789689777 9.8861583769321424 2.9730322621762744 2.4937166683375827 1.8901642658165645 56.754087422857992 4.2217358117923132 3.0549990157596758 1.4421603605151174 5.2934270314872256 9.3703798223286849 4.041001686826351 4.8293600603938129 3.8532976098358658 3.661270510405302 11.675905980169771 3.1153818070888519 95.977424202021211 4.6682569459080687 1.9784940490499137 5.2526601050049058 3.1551286661997429 2.6993998922407627 1.3261800967156885 1.982101371977478 139.61732159066014
leaf_count=7 52 11 58 6 19 36 16 9 169 633 39 76 5 16 34 47 14 17 41 43 28 672 15 32 21 41 14 27 75 627
internal_value=0.000161946 -0.000156292 -0.00129791 -0.000355 -0.00250694 7.28448e-05 0.00014145 -9.45779e-05 1.01284e-05 -9.4093e-05 0.000255364 -2.11227e-05 -0.00199686 6.31031e-05 0.00040749 0.000345783 -0.000308171 0.000219953 -0.00191772 -0.000260642 -0.00147417 -6.15402e-05 0.000473719 -0.00174672 0.000512407 0.000470216 -0.00119501 -0.00104216 -0.0020025 0.000537784
internal_weight=400.865 90.9699 15.2066 8.54361 6.66304 75.7633 73.9972 64.111 61.138 58.6443 309.895 109.99 4.49716 105.493 199.905 190.535 31.1762 23.4739 7.70227 18.6446 6.96868 100.199 159.359 5.88197 155.393 150.14 5.85453 3.96587 2.63969 144.286
internal_count=2900 1041 167 90 77 874 863 827 811 802 1859 808 81 727 1051 1017 190 102 88 88 45 711 827 84 718 697 55 109 82 642
is_linear=0
shrinkage=0.00272331


Tree=392
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 1 2 2 0 1 0 1 1 0 2 0 0 2 2 0 0 2 2 2 2 2 2 1 1
split_gain=1.83616 2.47061 3.34991 2.93025 2.44711 1.92176 2.27387 1.90403 2.30287 1.98637 5.50727 2.82651 1.68703 2.32657 4.27759 3.35302 2.31303 2.02672 6.91633 1.74598 1.67421 3.89378 1.61546 4.86753 1.58082 2.01507 1.55919 3.54641 3.21623 3.0282
threshold=0.38906020780000011 0.48543456785000005 0.48368312325000012 44.157169339850007 0.51017933595000009 0.48181192180000004 0.34515433670000012 38.238138001450004 37.962710038050005 0.52215502530000013 0.39024280710000009 0.51243974730000008 0.35877668335000007 0.37982395740000008 0.50579323975000012 39.852039223600009 0.51929582950000019 0.50300889195000009 37.737818700150008 41.468518788800004 0.52428071015000011 0.52646627350000019 42.178283198950005 43.45354240915001 43.633733172900008 43.968221017800005 43.061965423550006 42.686561923500008 0.34479506600000004 0.34581299960000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 -5 22 -7 8 -2 10 -9 -12 19 14 17 -16 -15 18 -14 -3 -11 -22 -1 26 -25 -26 27 28 -24 -28
right_child=7 3 -4 4 -6 6 -8 9 -10 20 11 -13 13 16 15 -17 -18 -19 -20 -21 21 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=0.00031179159833218876 -0.00043566476917358636 0.0019470345816501116 -0.0018995383089072089 0.00060263765759415995 -0.0022123995289749423 0.0023127896352686558 0.00028785569670906951 -0.0058830625959682163 -0.0031406749014505249 0.0011961232674606859 -0.0026750779896588211 0.0013992786178712623 0.0010639017022093286 0.00021150707259419082 7.5987601113687963e-05 -0.00277705384378519 0.001987531190138659 0.001650004352427438 -0.0027549960456930522 0.00075531479248601787 -0.0031760023712569243 0.000117324062656809 0.00046343959033705068 0.0021228638433968346 -0.0017284140303504792 0.00046111467864823536 -0.0039941693581911179 0.00035092968816017109 -0.0026312008011580602 2.1205752539465047e-05
leaf_weight=72.833497729501687 21.821721251064449 11.539625212550165 4.7592248991131774 3.5228860527276984 3.7813103087246418 5.1381620466709128 9.032612130045889 1.2323400825262059 2.0317878653295329 8.192074846941976 1.5701585002243517 2.7966287944000214 11.644554078578951 7.8228125125169781 5.2360790483653528 4.5440385155379772 9.7017978057265264 8.0696273893117887 3.6878240182995787 19.580721937119961 2.1548151848837724 132.15706119488459 2.7516358606517368 2.8880422962829497 2.7781623569317189 23.318166563753039 2.7012231340631834 8.8697601831518096 7.1040736958384514 1.8820553626865146
leaf_count=428 377 48 24 17 50 14 33 9 34 44 50 18 38 29 22 40 28 33 21 68 38 1029 25 19 34 140 48 62 66 14
internal_value=0.000161645 0.000302136 0.000105375 0.000620148 -0.000854679 0.000173875 0.00102207 -2.88728e-05 -0.000666071 7.37545e-05 -0.0013461 -6.57311e-05 0.000751797 0.000478431 0.000100129 -0.00124959 0.00119473 0.000664201 0.00014536 0.00119721 0.000129542 6.4488e-05 7.7815e-05 -0.000248066 0.000416827 0.000228022 -0.00107486 -0.000763899 -0.0017672 -0.00234532
internal_weight=405.144 233.188 144.057 89.1313 7.3042 139.297 14.1708 171.957 23.8535 148.103 5.59913 4.36679 81.8271 50.7067 33.1821 9.78012 17.5246 23.402 15.3324 31.1203 142.504 134.312 125.127 52.2931 28.9844 26.0963 23.3087 18.7255 9.85571 4.58328
internal_count=2900 1301 907 394 67 883 47 1599 411 1188 77 68 327 211 154 62 57 92 59 116 1111 1067 836 408 193 174 215 153 91 62
is_linear=0
shrinkage=0.0024302


Tree=393
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 2 2 0 0 1 2 2 1 0 0 1 2 1 1 2 1 1 1 1 1 0 0 1 2
split_gain=2.27538 2.62572 2.36621 2.67729 4.01225 2.05482 3.19521 1.87581 1.92313 5.86671 2.76807 1.80454 4.30061 2.70729 1.72786 2.05909 1.71713 1.94869 1.70366 1.62856 2.1055 1.58081 1.52959 1.68103 1.51399 2.39252 5.21973 3.86231 1.55666 1.46872
threshold=0.39167988980000007 0.48181192180000004 0.53136133645000017 0.39458399450000009 0.39584144190000009 44.015822920550008 47.833738492450003 38.238138001450004 0.54910032635000017 0.55240861050000023 0.39971857130000005 42.178283198950005 42.686561923500008 0.34479506600000004 0.52898116820000018 0.52877159370000015 0.39904493880000008 44.215931556700006 0.39658992245000008 0.42194844465000009 49.842240509300005 0.3453339720000001 0.34581299960000006 0.34608245260000009 0.40621538280000008 0.41917906650000009 0.53905571685000009 0.54317236010000014 0.4211999641000001 41.532441862050007
decision_type=2 2 2 2 2 2 2 2 2 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 21 -7 18 10 -10 -9 29 13 -13 15 16 -6 -18 -4 20 -11 -3 -23 -24 -12 26 -26 -27 -29 -1
right_child=2 5 7 4 14 6 -8 8 9 19 24 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 25 27 -28 28 -30 -31
leaf_value=0.00010575299203741708 -0.0026990191304024679 0.0013553808961285303 0.0013278269038150855 0.0014787440725848484 -0.0026280667933700629 -0.0019242519917792335 0.00066518597958719976 -0.0010871419988871726 -0.0032536357322631953 -0.0026580340468806756 0.001589590892656518 0.00029547318919403022 5.0001331514421252e-05 -0.0023028971273569613 -0.0027120520825231588 0.0014920209780221584 0.00041168625479000488 -0.0024247411903900061 -0.00087791790483351712 0.00011971030428933104 0.00067138123113231302 -0.00046835519432251608 0.001718259069625562 0.00050486077002315059 0.0012614050714143767 -0.00031746160534635096 -0.001989608315128876 0.0022035519031434257 0.00082274955335167243 0.00083324577236024361
leaf_weight=54.522720643435605 2.931021359749141 11.718907728791235 1.8915633298456693 4.0101864747703102 2.4806117247790063 4.1014687549322826 5.1772428117692471 4.7415182245895258 2.6774910259991875 2.3180452454835172 7.2561174854636183 2.6702488008886558 41.711085030343384 6.9066613782197237 2.4052332919090977 1.7814395204186446 3.8962270813062787 1.6583030824549494 15.153373204462694 72.756327714421786 1.5040380656719206 7.1981161385774604 5.8418480902910224 89.298105955123901 4.5167030692100507 8.7426337786018866 4.9943692460656166 7.6974178701639158 7.9919837415218353 17.638872387353331
leaf_count=333 58 38 7 14 35 54 24 37 28 34 22 25 318 66 31 10 42 63 336 660 15 31 16 373 17 39 34 19 26 95
internal_value=0.00015383 0.00028615 -4.84853e-05 -0.00077139 -0.000423317 0.000512299 -0.000479423 4.89056e-05 0.000141762 -6.50243e-05 0.000498506 6.02086e-05 -0.00025407 -0.00157842 -0.00104742 -0.000639551 -0.00111213 -0.000435128 -0.000633135 4.64625e-05 -0.00134787 0.000592978 0.000505673 0.000579367 0.000680994 0.00048676 -0.000445738 0.00084977 0.00150019 0.000283578
internal_weight=408.19 246.785 161.405 19.163 16.232 123.336 9.27871 142.242 125.197 79.2559 45.9407 123.45 51.288 9.57691 12.2218 9.81658 8.03514 5.55453 17.0449 76.5784 3.82208 114.057 102.338 95.14 41.1992 33.9431 9.51107 24.432 15.6894 72.1616
internal_count=2900 1373 1527 253 195 536 78 1274 931 737 194 837 409 91 181 150 140 105 343 709 49 458 420 389 157 135 51 84 45 428
is_linear=0
shrinkage=0.00219145


Tree=394
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 2 2 2 1 2 1 1 0 2 0 1 2 0 2 2 1 1 2 0 0 2 2 1 1
split_gain=1.62406 3.00874 2.52138 2.0698 2.80119 2.79911 2.17096 1.83764 4.46997 3.13239 1.63132 3.27808 2.50556 2.32139 1.64911 1.54393 6.4451 2.33863 1.51273 1.4085 2.00539 1.97892 2.91687 3.45506 2.12265 5.53146 2.31764 2.84699 2.78503 2.1485
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 0.35877668335000007 0.49678153350000009 41.322103772800006 43.124157941850008 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007 41.840895355800008 0.50579323975000012 0.37668033890000002 39.685256516350002 0.52366695610000014 38.238138001450004 37.962710038050005 0.39971857130000005 0.39584144190000009 43.633733172900008 0.54910032635000017 0.55240861050000023 44.269496632500008 41.590548329450009 0.41865513010000005 0.42970270350000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 5 -5 -4 -7 10 9 -9 12 14 -1 -14 -12 -6 17 -17 -3 20 -20 22 -21 -24 26 -26 27 -23 -28 -27
right_child=1 18 3 4 15 6 -8 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 19 21 -22 24 23 -25 25 29 28 -29 -30 -31
leaf_value=0.00032239663166646216 -0.0028818174859011696 -0.00164355624283036 0.0017415143292633017 -0.001871698519958211 0.00093292312819695609 7.0879268173258106e-05 0.0015241025831480549 0.00037456822893184319 2.5187153820407591e-05 -0.002789616099647388 0.00089076716002755901 0.0023595637220908319 -5.2263636527847403e-05 -0.0026743464755021027 -0.001170610706148791 -0.00025373266249096367 0.00057009424977305277 -0.0029984270421707726 -0.00035279831303549637 0.00066148071951332272 -0.0032732669842916516 0.00037198931127291709 -0.0033789733755861164 4.9632019757826582e-05 -0.0039358194554217412 -0.0016203682356866367 0.00045100399798641086 0.0018108642028920724 -0.0032747451209534347 0.00020952133271074128
leaf_weight=45.266792809707113 2.3905540937557808 3.5585187014657995 18.123716220259666 3.762936331331729 22.426318563520908 23.024242147803307 9.3859674073755723 2.8540839166380447 42.892575897276402 7.02231590077281 6.4880379568785447 6.7698150612413874 5.2366541554220003 3.7643285691738129 4.1130937673151493 3.356784272938965 37.366681691259146 5.0321204122155905 17.661059059610128 5.1725011859089118 1.6692099883221079 24.089996837079525 4.1725126542150974 3.5102128647267818 2.2783023742958894 4.4383412543684235 3.7970705749467006 14.163433767855166 1.9799488480202851 66.79677320283372
leaf_count=260 56 75 70 25 88 88 31 25 318 66 32 23 52 21 40 16 159 59 343 28 29 91 48 27 23 48 27 50 39 643
internal_value=0.000157072 -4.66401e-05 0.000285525 0.00054492 0.000267445 0.000939959 0.000491731 3.01524e-05 -0.000330501 -0.00187523 0.000295809 0.000975094 7.83717e-05 -0.00114885 9.09808e-05 0.000385504 0.000117196 -0.00190015 -2.42492e-06 3.65788e-05 -0.000604987 0.000131684 -0.000817028 -0.00181245 0.00023544 -2.94284e-05 0.000677666 0.000904737 -0.000825916 9.55091e-05
internal_weight=402.565 155.678 246.886 122.479 71.9448 50.5339 32.4102 124.408 52.769 9.8764 71.6387 17.3709 54.2678 9.00098 10.6011 68.1819 45.7556 8.3889 153.288 149.729 19.3303 130.399 12.8552 7.68273 117.544 73.5134 44.0305 38.2534 5.77702 71.2351
internal_count=2900 1527 1373 536 347 189 119 837 409 91 428 95 333 73 72 322 234 75 1471 1396 372 1024 103 75 921 714 207 141 66 691
is_linear=0
shrinkage=0.00254682


Tree=395
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 1 0 1 2 1 0 2 2 1 1 1 1 1 2 2 1 0 1 0 1 0 1 0
split_gain=0.355236 2.07344 1.72416 2.16372 1.62058 3.51491 2.34311 1.04606 0.937323 1.56316 1.64599 0.966912 1.17865 2.46237 2.0396 2.68759 1.96264 1.75829 1.20982 3.05033 1.23312 1.4932 1.40761 1.69883 0.829306 0.779973 3.30152 1.87307 0.994322 3.1941
threshold=0.54910032635000017 0.4355408521000001 0.55411514625000013 0.55980359870000018 41.169697216150006 40.823855932350007 49.842240509300005 0.43033142720000012 0.56276758185000009 0.43672345135000007 36.735256530150004 0.44489685935000006 0.57161462230000015 40.580626202750004 40.878805547300004 0.44922307715000004 0.49091344570000006 0.45393850480000009 0.46128858420000007 0.47106374065000006 44.710446918150005 42.526729949000007 0.48627286610000009 0.61532588845000014 0.50064369330000014 0.54317236010000014 0.41917906650000009 0.54475913895000005 0.41865513010000005 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 4 -3 -4 5 7 -6 -2 -5 -10 -11 -12 17 16 -15 -16 -14 -13 -17 -20 21 -21 -22 -24 -25 28 -27 -28 -1 -30
right_child=1 2 3 8 6 -7 -8 -9 9 10 11 12 13 14 15 18 -18 -19 19 20 22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.00094296517906686272 -0.0066459195045447915 -0.026033900404267365 0.015352132324964322 -0.012170387177287492 -0.032884501956637217 0.02351491882372202 0.0060651290571513711 -0.03203304290243706 0.022215240793335485 -0.03005605037496898 -0.0092999272414040959 0.018572748357902246 -0.031883983714402368 0.027157359477022521 -0.036133847837528918 0.01249902005396329 0.01329548711362743 -0.0021841862879053713 -0.042625906815305252 0.0013566561718633002 0.018868064611777029 -0.031682746488456551 -0.029278994781080786 0.016105180186248406 -0.0029614004146960092 -0.014941129790109711 0.024298603997842328 0.0047339742603040493 -0.027918871448071193 0.0031320828609193775
leaf_weight=248.86184055279591 3.3214559657499176 1.6271855402737845 7.1138347890228024 4.2219773866236201 3.8449652651324868 2.4127032458782196 1.5103929969482122 1.7347378409467635 2.2901870347559443 1.2615673399268406 6.040592147037386 6.3653523847460729 2.8007974373176725 2.1014948025695075 1.3678487157449151 5.8513312488794353 0.88949752796906967 5.2109745517373085 1.1768034063279653 2.5867806989699593 3.9381139893084747 1.527575214684475 1.2199651114642618 2.6859178952872753 3.9677615164546296 4.0591435134410885 5.4927553012967101 9.1741288602352125 3.5258526689140108 6.8349180286750197
leaf_count=1653 52 11 31 21 56 6 21 32 9 169 38 19 62 23 25 26 79 39 16 77 17 63 38 11 100 37 18 34 89 28
internal_value=0.00054402 -0.00104774 0.000894049 0.00159379 -0.0107755 -0.00279941 -0.0218994 -0.015356 -0.000169569 0.000818431 -0.00018178 0.000607823 0.00204338 -0.000718983 0.00211262 -5.13176e-05 -0.0209941 0.00922921 0.00209885 -0.00145931 0.00158255 -0.0109102 0.00593411 -0.000534986 0.00473528 0.000985383 0.00620784 0.0120609 0.000608117 -0.0074348
internal_weight=355.018 77.0698 64.2456 62.6184 12.8243 7.4689 5.35536 5.05619 55.5045 51.2826 48.9924 47.7308 41.6902 30.1139 26.4236 24.3221 3.69029 11.5763 22.9542 17.1029 15.9261 4.11436 11.8118 7.87364 6.65368 277.949 18.726 14.6669 259.223 10.3608
internal_count=2900 1041 874 863 167 90 77 84 832 811 802 633 595 537 396 373 141 58 348 322 306 140 166 149 111 1859 89 52 1770 117
is_linear=0
shrinkage=0.0264974


Tree=396
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 0 2 2 2 2 0 1 0 2 0 1 0 0 0 1 0 2 2 0 0 1 2 1 1
split_gain=1.78266 3.21967 2.43294 2.09337 1.80043 2.86869 1.41829 1.32458 1.8825 1.48629 3.08003 1.76432 2.85774 3.67463 2.09505 9.26526 3.32742 1.76163 4.51183 1.63477 2.89638 1.30721 1.45875 1.29954 2.35679 2.04487 1.99005 1.25822 2.36708 2.86569
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.34518427590000006 0.34506451900000007 0.34482500525000009 0.52366695610000014 40.621691032550004 40.305698932850007 43.162556114600001 43.57842012870001 0.47760546090000006 0.34515433670000012 0.48140774230000011 42.178283198950005 0.48101853240000009 0.35877668335000007 0.5089817670000002 0.53321756835000012 0.50300889195000009 0.3465914194000001 0.42314601355000009 37.572218886150004 42.718072821900002 0.46594413340000007 0.47694679800000012 0.35675578575000005 38.238138001450004 0.39971857130000005 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 21 -3 8 -4 11 -11 -9 13 -13 16 -16 -14 -12 -19 20 -17 -1 -23 25 -25 26 -5 -8 29 -29
right_child=1 6 7 23 -6 -7 27 9 -10 10 17 12 14 -15 15 19 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00041403473316511648 -0.0024529976975840645 -0.0013567007932140235 0.00046153741855583429 -0.0026518231826575217 0.0017006838366429191 -0.0020529037527237263 -0.00048227918959959048 0.0013000981601100216 0.0015056937795943394 0.0016652318157265424 0.0005738095400819839 -0.0022187026844661369 0.00077452966828049673 0.00028682625648827269 -0.0030896254131793197 0.0008586147103965923 -0.0010488666549274088 -0.0027917877614581687 0.00079601423856868558 0.0012241365985120574 -0.0012242085496052119 0.0013543009955401257 0.00015005104492101534 8.0985552991787837e-06 -0.0027618393349850196 0.00099408878983372096 6.2343703961587247e-05 0.00045139755436903026 0.00018822605970271383 -0.0015962961336881336
leaf_weight=14.052835066337137 2.5200450252741566 3.5085085523314765 71.419520791620016 2.2799017559736949 3.0196637413464478 2.9743830589577547 19.785757981706411 4.8243368342518798 8.9713001400232297 8.9882655367255229 15.114506151527168 5.8169775232672674 28.887669496238232 5.0455799624323845 4.58076826296747 6.5009836032986659 5.4990201517939559 2.8532134536653748 3.7369909100234509 6.1859318986535063 5.859702043235302 5.736749570816758 24.356079783290625 2.4149183821864417 3.434307049959898 3.3757977932691574 2.7522764827590436 5.2833048328757268 124.89379020966589 7.8302301466464996
leaf_count=227 56 75 284 40 13 26 372 15 34 27 59 37 103 18 45 22 35 48 15 27 29 25 128 23 48 11 34 28 921 75
internal_value=0.000130736 -4.32797e-05 0.00024537 -0.00011412 9.24407e-05 -1.06227e-05 -5.63221e-06 0.000370991 0.000578061 0.000210765 0.000607615 4.43669e-05 -4.42316e-05 -0.0010549 0.000146652 -0.000353351 0.000482937 0.00016964 -0.000757316 0.000322472 -0.000128768 0.000126979 0.000379623 -0.000840552 -0.00161824 -0.000299533 -0.00116735 2.44086e-05 9.70512e-05 -0.000771302
internal_weight=412.503 163.822 248.682 64.3969 50.1397 47.12 161.302 184.285 80.3908 103.894 30.693 73.201 68.3766 10.8626 57.5141 23.1274 34.3867 21.7047 6.5902 18.5466 12.3607 44.1457 30.0928 14.2572 5.84923 8.40798 5.03218 157.793 138.007 13.1135
internal_count=2900 1527 1373 575 419 406 1471 798 318 480 149 331 316 55 261 123 138 122 63 78 51 380 153 156 71 85 74 1396 1024 103
is_linear=0
shrinkage=0.00214848


Tree=397
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 2 0 2 2 2 0 1 1 0 2 2 2 0 0 0 0 0 0 0 1 2 1 1
split_gain=0.33739 0.642573 0.934976 0.65701 1.88223 1.39701 0.872469 0.70581 1.49968 0.58295 1.59042 0.746631 0.520759 0.489027 0.825661 0.589521 0.478536 2.38119 2.52937 1.79697 5.12853 1.94194 2.92677 1.3327 3.18607 2.20987 1.07213 1.00468 1.77531 4.14067
threshold=49.275256100300005 49.842240509300005 0.3972336157500001 0.39685937550000011 0.39904493880000008 0.48363821445000005 0.5810754169000002 52.781270016900002 0.65954612140000013 47.833738492450003 46.177190236600005 47.001379125850008 0.59014700160000022 0.3920092213000001 0.45280081435000008 0.42646926740000007 43.19689381845 42.773538294100007 42.852084787850011 0.47997065955000012 0.48368312325000012 0.50356276755000018 0.51929582950000019 0.60665848330000005 0.55820185025000013 0.54191491270000014 0.3447651268000001 44.157169339850007 0.41367024935000007 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -3 -5 -6 -7 8 -8 10 16 12 -12 15 -15 -11 17 -1 -19 26 -21 -22 -23 24 25 27 -20 -18 29 -29
right_child=1 3 -4 4 5 6 7 -9 -10 13 11 -13 -14 14 -16 -17 23 18 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010674302182045996 0.00064774005164571803 -0.018746738280984242 -0.036889878421113326 0.05198415923868098 -0.034643904228268498 0.021426369040930506 -0.043600429916556493 0.014083705096071856 0.016696725542350292 0.0027117502042820255 -0.042906794154162875 -0.0062741268917424339 -0.014326074207591473 -0.014424024556467446 0.0085237008857252921 0.017159860480230042 0.0066019341509482498 -0.046262073517939775 -0.0038858353723871366 0.034278859889443083 -0.033708388612998963 0.028971686610197493 -0.020512834851631207 0.02400061626231521 -0.025177193008969506 0.02921812190128471 -0.042811779692760656 0.0022400618043820174 0.016754719820075266 -0.04359041514027253
leaf_weight=252.91322931394097 1.3545302003622048 1.6369891106151024 1.392809249460697 0.75102154165506352 1.1086887842975555 2.0388956218957901 1.0353572778403761 1.1021366412751374 0.72636299999430765 5.5358472988009471 1.3015588065609329 3.9091377697186545 1.3380216589430345 2.6750052776187649 4.1246251678094268 6.1914351023733616 24.050548157887533 1.9154505890328462 1.1573243985185393 3.1031953617930403 3.2244208157062513 1.9743481362238524 3.3118523918092251 3.1524778052698812 3.9623760930262497 3.5696827098727217 1.9938019418623296 6.9611641659867001 3.0908519614022216 2.8859586282633245
leaf_count=1921 8 24 36 2 66 10 25 20 28 23 29 55 15 25 29 23 170 22 22 8 18 9 49 32 36 14 37 61 31 52
internal_value=0.000630655 -0.00487722 -0.0183826 -0.000459808 0.00396691 -0.00203198 0.00534275 -0.00610784 -0.0187397 0.000809993 0.00049246 -0.0152 -0.028419 0.00635987 -0.000504038 0.0103397 0.00081637 0.000290985 -0.0114817 -0.00696966 -0.00112377 -0.0140325 -0.00203081 0.00378745 0.00235616 0.00504606 -0.0285153 0.00271327 -0.00451542 -0.0111918
internal_weight=353.489 11.1468 2.74734 8.39945 6.76246 6.01144 4.90275 2.86386 1.76172 342.342 323.815 6.54872 2.63958 18.5269 6.79963 11.7273 317.267 269.594 16.6804 14.7649 11.6138 8.51062 5.2862 47.6731 44.5206 40.5582 3.15113 36.9885 12.938 9.84712
internal_count=2900 219 44 175 151 149 83 73 53 2681 2581 99 44 100 54 46 2482 2086 165 143 84 76 58 396 364 328 59 314 144 113
is_linear=0
shrinkage=0.03217


Tree=398
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 1 2 0 1 1 1 0 1 1 0 0 1 1 2 1 1 1 0 0 0 1 2 0 2 0
split_gain=1.54597 3.20497 1.86765 2.22205 1.94389 2.68902 1.99121 2.19038 2.03793 1.76242 3.06081 1.55218 1.48317 3.10842 3.05624 5.03261 2.26639 4.05924 2.27522 2.49027 4.67415 2.16214 2.02185 3.46208 4.0251 4.55505 2.61744 1.59766 1.30899 3.98946
threshold=0.45393850480000009 0.45664800455000004 49.110028829250005 0.47648274005000008 0.47727612945000003 0.34518427590000006 42.718072821900002 0.47694679800000012 0.35675578575000005 0.34506451900000007 0.34482500525000009 0.55671985870000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.36543816055000006 0.36597706655000006 38.592454371550012 0.35585760905000008 0.34988473400000003 0.37668033890000002 0.48041974790000003 0.47778509625000004 0.47886290830000006 0.34518427590000006 41.322103772800006 0.51589772760000019 42.102795028150005 0.48218616210000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 9 7 8 -7 10 -1 -5 13 16 15 21 18 -18 -6 20 22 -14 23 -20 25 -25 -24 -16 29 -28
right_child=1 -3 3 11 12 6 -8 -9 -10 -11 -12 -13 14 -15 27 -17 17 -19 19 -21 -22 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=0.00016058410211780197 -0.0031081093010396879 -0.00012482474314453999 0.00057164947845517254 -0.0030224767446772041 0.0014374655425310517 -0.0030010757665628845 -0.0022874480161829609 0.0011118034811683523 8.3164817898200006e-06 0.0018696820471175411 -0.0023583038968608742 -0.00041711990108862952 0.0017816170747613151 0.0019236149303120508 0.0013838298037827761 -0.0028431927332135524 0.00088556869087295204 -0.0029424106681036899 0.0010005773967094705 -0.00095847600968065828 0.0021964908400230972 -0.0011134384092708442 0.0013797475752584663 -0.00058228832008963593 0.00011701335980951642 -0.0039736055190362947 0.0010512690885074536 0.00019259709850736521 0.00058984304751490948 -0.0016805722166820683
leaf_weight=41.883121300954372 2.1878896788693956 39.193860346043948 3.6326766386628133 2.9530270430259407 12.765938445925711 2.3823588334489596 5.0540405781939617 3.3869983553886414 2.8367503229528666 3.0793325710110357 2.9730420373380175 2.3734403699636459 3.161200098693369 8.2706111520528776 6.7946682311594477 4.9902231604792178 3.2577642425894728 3.1214014012366533 11.949909858405588 7.5875767618417731 8.2535733506083471 2.7987099657766521 17.582324005663395 6.5579666942358035 18.955250509083271 3.4929522983729839 5.8562894836068136 139.34830978885293 22.342482507228851 6.4796792268753052
leaf_count=362 34 663 17 67 45 40 70 11 39 13 26 37 10 34 26 55 11 32 39 38 30 45 61 33 78 34 18 821 80 31
internal_value=0.000156807 -0.000282554 0.00020674 -0.000874955 0.000234026 -0.000153411 -0.00109232 -0.000390464 -0.00136538 0.000114149 -6.36642e-06 -0.00186155 0.000315317 0.000498252 0.000156394 -0.00106595 0.000406299 -0.000987507 0.000479284 0.000367123 0.000466246 0.00042213 0.000313047 -8.60291e-05 -0.000533687 -0.00176086 0.000625798 0.000247981 0.000243538 -0.000383677
internal_weight=405.503 41.3818 364.122 8.95914 355.162 61.5956 13.6601 8.60611 5.21911 47.9355 44.8562 5.32647 293.567 136.474 157.093 10.9501 128.203 6.37917 121.824 109.058 101.47 5.95991 93.2169 40.9561 29.0062 10.0509 52.2608 146.143 34.6785 12.336
internal_count=2900 697 2203 121 2082 561 160 90 79 401 388 104 1521 564 957 110 530 43 487 442 404 55 374 184 145 67 190 847 129 49
is_linear=0
shrinkage=0.00239883


Tree=399
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 0 0 2 1 2 0 2 2 0 2 0 1 0 2 1 2 0 2 2 0 1 1 2 0
split_gain=0.366543 1.29373 0.840865 0.391735 0.796149 0.342902 1.26357 0.300261 0.747397 0.477874 0.529019 2.1245 1.28709 1.19335 1.68437 0.808957 0.686336 1.05071 1.09384 0.864912 0.721436 0.548418 0.509176 1.95769 1.86153 0.655871 0.382598 0.581235 0.545097 0.499149
threshold=0.63514565435000014 0.49703601690000004 0.59210802070000013 0.57987784795000008 0.67036915065000013 0.65954612140000013 0.64899254515000016 0.39672464895000009 44.921040431000009 0.31100865245000009 48.988717865950008 0.55671985870000007 48.852845034800005 50.264779514000004 0.47648274005000008 50.264779514000004 0.61802041855000012 0.47777012665000013 0.59665878265000016 42.508878681700004 0.48250052395000009 37.797539186950011 0.43780126340000008 41.678468725050003 39.468990633150007 0.42314601355000009 0.33263974130000007 0.34392682850000006 41.322103772800006 0.47670728420000003
decision_type=2 2 2 2 2 2 2 2 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 -3 8 -1 -9 12 13 16 -12 -15 -13 17 22 -19 -20 -18 -22 23 24 25 -11 28 -28 -24 -29
right_child=1 2 -4 -5 -6 -7 -8 9 -10 10 11 15 -14 14 -16 -17 20 18 19 -21 21 -23 26 -25 -26 -27 27 29 -30 -31
leaf_value=-0.029595827806703556 -0.034423670685004924 0.025244427601907468 -0.036765618637371225 0.022942573673925187 -0.031727808653667734 0.015838746573280212 -0.033803893934185418 0.012811230991048883 -0.0015447519509750401 -0.033267642645952285 -0.042183484782624271 0.013832737962505602 0.015757417804414451 0.036082615740706994 -0.031957530716144357 -0.0057535724234949884 0.029198819431695736 -0.033117309217636254 -0.030756610975178008 0.01065323796416957 0.022189235283257482 -0.0084948927994897942 -0.019822199847248891 -0.032370970552717364 0.019637232368801064 -0.0022734147116453616 0.0079235413915203536 -0.0043246479978926999 0.0024198149838194618 0.0010107679234309178
leaf_weight=0.88976224802900006 1.0917175863578439 0.57268142409157119 0.44557963729312167 0.7453627639915793 0.52919457596726704 1.4276917235110884 0.59738784743240103 2.6374002320226273 5.5249737203121185 1.0056347408099093 1.6447531562298521 2.9883795995265245 4.6179755926132193 0.48385128378868081 0.74635643046349287 3.9503885549493134 1.3775968314148479 1.5161791188875207 0.56871558527927835 1.4306633998639879 0.73558469722047481 1.3014122010208664 1.7317644581198686 1.7989730171393601 2.4406703584827483 1.218033595010638 9.3837860189378244 14.892624796833841 1.8267431166023014 282.58783985330956
leaf_count=116 33 23 78 10 75 23 40 26 30 45 24 22 17 1 51 74 9 47 66 21 16 34 18 48 18 10 47 139 23 1716
internal_value=0.000538443 -0.0067984 0.000186241 0.00443822 2.73884e-05 0.0064963 -0.00490315 0.000652724 -0.0054356 0.000767293 0.000673383 -0.00582509 0.00086756 -0.0263567 -0.00519676 0.00268183 0.000655214 0.000520216 -0.0149229 -0.00112563 0.0133225 0.00258552 0.000691543 -0.0071992 0.00250921 -0.0162903 0.000855837 0.000963221 -0.00840437 0.000743664
internal_weight=352.71 5.40962 4.3179 3.87232 3.12696 2.59776 1.17007 347.3 6.41474 340.885 338.248 9.81373 328.434 2.87496 1.23021 6.93877 323.816 320.402 3.51556 1.99938 3.41459 2.037 316.886 6.46331 4.66434 2.22367 310.423 306.864 3.55851 297.48
internal_count=2900 282 249 171 161 86 63 2618 146 2472 2446 172 2274 76 52 96 2257 2198 134 87 59 50 2064 121 73 55 1943 1902 41 1855
is_linear=0
shrinkage=0.0284045


Tree=400
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 1 2 1 1 0 0 0 1 2 0 0 1 0 0 1 0 2 0 2 2 2 0 2
split_gain=2.72711 3.60601 2.37738 2.26829 2.22653 1.72942 1.89948 5.49852 3.22408 2.84303 3.52767 5.13112 2.80877 5.83614 1.60838 2.08675 1.99019 1.87678 1.5879 3.47147 1.89647 1.51387 2.81444 1.93249 1.22752 1.84189 1.1758 3.59919 3.35391 2.77949
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.52366695610000014 0.34518427590000006 37.186372654950006 0.39971857130000005 0.39584144190000009 43.633733172900008 0.40367054880000008 0.41640968835000008 0.52803808270000008 0.54910032635000017 0.55240861050000023 0.42922367590000005 40.878805547300004 0.54191491270000014 0.54422023290000021 0.34500464060000008 0.47577916830000005 0.47305469895000007 0.43166372265000008 0.55980359870000018 40.259171735100004 0.56859076075000015 34.997818021800008 40.580626202750004 39.468990633150007 0.57161462230000015 37.272044000450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 18 24 7 -7 -9 -8 11 -11 14 -14 15 16 -12 -16 19 20 -1 23 -23 -15 25 -5 27 28 -24 -30
right_child=1 3 -4 5 -6 6 9 8 -10 10 12 -13 13 21 17 -17 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=8.0319467615814524e-06 -0.0023571774969380322 -0.0015224519383146326 0.00040519342244394813 0.00055658803345634523 -0.00078248754221010137 0.00082074249548494697 0.0012765711866841883 -0.0026738119539250838 -0.00018176699124383219 0.0014065786007955202 0.0011536624768819198 -0.0026529310022369804 -0.0031667912109535194 -0.002449684135366257 -0.0017527664838328512 0.0013945014347990828 -0.00039803052528826277 0.00066700769043079528 0.0013971415421351178 -0.0015514755544260464 0.0010696848668761789 0.0011763171044618379 0.00090385119809082055 -3.2559503255570163e-05 -0.002185849565489075 -0.001213827409645958 0.00013495540087910115 -0.0021815336577183132 0.0018395673666329001 -0.0024533175020430517
leaf_weight=32.528892027679831 2.7803657380864015 4.0402862592600277 185.10410886257887 4.4103552568703872 13.664936005719936 6.63763853162527 8.9975840300321561 5.1953024603426439 3.7140230648219585 1.864752048626541 6.1956247836351412 4.280719269067049 2.4148316383361808 2.2092881314456454 2.3125038743019095 14.587860114872454 7.7762204706668854 3.1703112795948982 3.909658749587833 5.0815112348645917 8.9508625455200654 9.4601189047098142 7.1428912915289384 3.6754406709223986 1.9878442195476953 5.5195136312395334 48.892843798501417 3.9843789378646752 0.8081136220134798 2.8418203885667026
leaf_count=335 56 75 798 35 156 30 32 57 27 8 18 56 22 33 36 45 32 11 19 33 32 34 28 22 180 63 474 61 8 84
internal_value=0.000152959 -5.08081e-05 0.000287774 -1.12538e-05 -5.11144e-05 2.73702e-05 8.8373e-05 -0.000586517 -0.00163496 0.000168704 8.67414e-05 -0.00142113 0.000166991 -3.89759e-05 0.000659664 0.000854185 0.000290047 -0.000353588 0.000146904 4.19239e-05 0.000237125 5.66155e-05 0.000136814 -0.000940014 -0.000720785 -0.000427497 -1.76362e-05 -0.000522511 8.99489e-05 -0.00150285
internal_weight=414.141 164.901 249.24 162.12 64.1359 158.08 146.162 15.547 8.90933 130.615 121.618 6.14547 115.472 81.4297 34.0425 28.5597 13.9718 5.48282 50.4709 46.5613 41.4798 79.0149 73.1302 5.88473 11.9177 9.92987 63.67 14.7772 10.7928 3.64993
internal_count=2900 1527 1373 1471 575 1396 1118 114 84 1004 972 64 908 766 142 95 50 47 419 400 367 744 689 55 278 98 655 181 120 92
is_linear=0
shrinkage=0.00204248


Tree=401
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 1 0 0 0 0 1 2 0 0 1 2 2 1 1 2 2 0 1 0 1 2 0 0 0
split_gain=0.349688 1.92309 0.822276 0.96185 1.79867 0.741249 1.54273 2.07632 2.05952 2.40692 1.85823 1.40743 2.33106 1.88232 1.55087 2.3623 1.52455 2.08668 1.62672 2.14789 1.20204 1.86963 2.01066 2.00424 2.74277 1.635 1.17253 1.14746 1.90068 1.14414
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.51401155655000019 0.51243974730000008 40.823855932350007 0.39584144190000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 0.52898116820000018 0.3982365797500001 42.448133449100006 0.55041765215000005 0.55754318735000019 0.43166372265000008 44.215931556700006 43.061965423550006 0.41917906650000009 0.42274183410000005 36.735256530150004 39.468990633150007 0.57161462230000015 0.44705248345000009 0.55154037305000014 0.49091344570000006 40.878805547300004 0.56793209785000009 0.56859076075000015 0.53321756835000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 10 -9 -10 -8 12 -7 -14 16 -16 17 18 -13 -20 27 22 23 24 -22 -24 -17 -11 -29 -18
right_child=1 2 5 -5 -6 11 7 8 9 20 -12 14 13 -15 15 26 29 -19 19 -21 21 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014802910522737501 -0.037637481649787058 -0.03690889178934649 0.018665932646659958 -0.045520238005632312 0.034415880744696169 0.012647335616051329 0.0020699406447738568 0.012282327109065804 -0.041935956132737595 -0.042953095082401867 -0.044660423490163581 -0.010462718653423375 -0.044415617872947386 0.0023288531067980518 -0.042938792581177082 0.026755808160756601 0.0065727083985181655 0.027910887961864868 0.029093532680737312 0.00029069645903062098 0.01334750316911802 -0.012014907801508165 -0.039596827531723514 0.021872662548730906 -0.027964527608012612 0.018477647582346733 -0.00045556857716134676 0.043155415642970339 -0.035762725387331863 -0.024857640341429607
leaf_weight=216.66588566536666 1.6358747724443663 0.87473804014734857 3.5893185231834641 1.0064412498613817 0.78791190683841705 2.7158370465040198 1.5832809535786498 8.9561039879918081 2.0662212893366805 1.7150652795098715 2.697303893044591 4.7841262221336462 2.8244240861386061 1.5721839759498832 1.4957220498472441 1.9547937910538156 3.2251144060865036 7.7387726344168177 5.4559475257992727 6.8421541769057512 4.9346675947308594 12.639201357786076 1.8991079621482634 7.9365110732614994 3.0479464195668697 0.81112549518002186 36.938309005403426 0.63043151795864083 0.82737050738069229 2.3453682363033295
leaf_count=1373 56 47 17 25 3 18 21 36 12 42 33 35 38 18 30 7 47 26 21 29 20 124 50 29 43 54 447 3 168 28
internal_value=0.000626968 -0.000737189 -0.000286358 -0.019101 -0.00310885 9.63244e-05 -0.00301368 -0.00457798 -0.00243146 -0.00604106 -0.027376 0.00222576 -0.0122938 -0.0277003 0.00368478 -0.000711839 0.00952768 0.0131607 0.00647848 0.0130688 -0.00388764 -0.00184998 0.00504649 0.00968795 -0.00242638 -0.0222162 0.000912094 -0.0239688 -0.0016343 -0.00666057
internal_weight=352.197 135.531 133.896 2.66909 1.66265 131.226 53.3337 49.7443 45.4638 36.5076 4.28058 77.8928 7.11245 4.39661 70.7803 40.3888 30.3915 24.821 17.0822 12.2981 34.4414 31.2686 18.6294 15.9191 7.98261 2.71023 38.8931 3.17287 1.4578 5.57048
internal_count=2900 1527 1471 75 50 1396 652 635 581 545 54 744 74 56 670 484 186 111 85 50 533 320 196 92 63 104 454 213 171 75
is_linear=0
shrinkage=0.0342406


Tree=402
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 2 2 2 2 1 0 0 2 0 1 2 1 0 1 1 0 1 2 1 2 1 0 1 2
split_gain=0.314525 1.14343 0.69551 1.11945 0.330501 1.12744 0.90928 0.329365 1.59161 1.54271 0.720335 2.47438 2.31373 2.45191 1.63104 4.24258 1.31079 1.61942 0.568927 1.15956 0.567588 0.598912 0.552451 0.515703 2.03585 0.620341 0.497343 1.46748 0.910997 0.628983
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 40.79983011445001 46.177190236600005 45.027406014450008 48.315732392000008 36.514114975300011 37.020641110850008 36.372781240150012 0.36543816055000006 0.51243974730000008 0.52161611930000007 34.997818021800008 0.49320379630000005 0.34392682850000006 34.394321486900004 0.43166372265000008 0.55240861050000023 0.43625939340000008 0.33263974130000007 0.42314601355000009 0.38733870245000007 37.858673296900008 0.37668033890000002 37.511241581900002 0.48627286610000009 0.61532588845000014 0.48363821445000005 49.275256100300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 -5 -6 9 22 10 14 -12 -13 16 15 20 17 -14 -19 -20 21 -1 -9 24 -10 -26 28 -28 29 -25
right_child=1 2 3 4 6 -7 -8 8 23 -11 11 12 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.016293900676037771 -0.04607229948584235 -0.036397522764955212 0.043372773444362814 -0.034264000267103953 -0.03786424454144114 0.022853756816989517 -0.00045877916708581494 -0.02608144516124293 0.021170387566127526 0.029606168805805948 -0.022588922632534088 0.024312196691383355 -0.043351263054874453 -0.037484753411949089 0.023759879957917694 -0.058522900708407481 0.026161405433510913 0.039669459960096194 0.024882689572263153 -0.035935862307625126 0.025794532232847136 0.016309204527447191 -0.0067136935341430299 0.0005738841419828546 -0.012805942264785253 0.0051343168787837063 -0.034290840391900966 0.0081581696415970566 0.017497626458400164 -0.010335354626721742
leaf_weight=1.0338809591485243 0.65338257295661506 0.54755681578535575 0.57002489897422481 0.47241471882443864 0.83741911617107723 1.3315248114522544 3.0223813804332167 2.8205953766591838 5.7103343904018384 2.1901815133169285 4.3873961865901938 4.1361804120242578 0.88495159288868341 1.8095654430799184 4.0703896656632423 1.0978294792876111 1.9226830705883911 0.46086108684539784 0.73044314980506875 0.55792461542296223 1.7126955054700372 1.2630589567124841 3.1408294597640634 284.68644465599209 3.8765225992538035 3.9027266709599644 1.5544321991619647 1.7433584434911606 3.1674840971827498 5.4345259468536815
leaf_count=41 23 131 2 66 31 7 67 18 33 9 25 18 20 59 14 40 16 1 8 57 14 6 38 1824 33 37 106 23 14 119
internal_value=0.00052392 -0.00593975 -0.00207297 0.000942005 -0.00332842 0.00789579 -0.00857424 0.000664312 0.000380291 0.00408274 0.0017601 -0.00255431 0.00581502 -0.00620235 0.00875973 -0.00319463 0.00622014 -0.00833495 0.00938013 -0.00145464 0.0119541 0.00163415 -0.0158774 0.000692856 0.0067671 -0.0038056 0.000416582 -0.0118504 0.000554515 0.000369533
internal_weight=349.73 7.4347 6.78132 6.23376 5.66374 1.80394 3.8598 342.295 316.037 26.258 24.0679 14.89 10.5026 6.36643 9.17785 5.10746 4.55686 2.63418 1.74923 1.28837 4.00964 2.29694 5.96142 310.076 13.4896 7.77925 296.586 3.29779 293.288 290.121
internal_count=2900 327 304 173 171 73 98 2573 2245 328 319 204 179 161 115 101 102 86 66 65 61 47 56 2189 103 70 2086 129 1957 1943
is_linear=0
shrinkage=0.0317651


Tree=403
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 0 2 2 2 1 0 1 2 2 2 0 1 2 1 1 0 2 0 1 2 0 0 2 0
split_gain=1.48017 2.87534 1.74167 1.52771 3.54531 1.54948 1.49295 1.48513 2.07528 2.88512 2.33304 1.4967 1.53332 1.45311 1.3613 3.30332 3.12115 1.66044 1.36323 2.75206 1.8224 2.13509 1.49612 1.34858 1.29238 1.23051 2.61746 2.31393 2.25396 1.26193
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 43.19689381845 0.52366695610000014 42.801286935650005 42.487106141350004 41.621607100200002 0.36000419150000007 0.49320379630000005 0.3453339720000001 42.027086531450003 42.178283198950005 42.686561923500008 0.47760546090000006 0.34479506600000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007 41.840895355800008 0.47943175355000006 0.35319301815000009 39.039757512550004 0.46594413340000007 0.47778509625000004 37.360990606650006 0.47706655490000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 5 -5 7 -3 8 9 10 11 12 -4 -11 18 16 17 -16 20 22 23 24 -20 25 -22 26 28 29 -1 -27
right_child=1 6 3 4 -6 -7 -8 -9 -10 13 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00019006107833969492 -0.0027726090151011214 -0.0015793999651890192 0.0018170019740752984 -0.0022100796322571631 0.00086360257885905204 0.0015393874476182282 4.0324350108285932e-05 -0.00061575757008261228 0.0018046991886363397 -0.0015877082518613356 0.00034151151690234186 0.0024770806530887801 0.00035698016933234791 0.00011020224302119544 0.0010026536498424631 5.3424688023187003e-05 -0.003365942062015877 -0.0016269899652147566 0.00085538215112449672 0.0021580332678711781 -0.0012575234014196679 -0.002329994340074637 -0.0010544787937136406 0.0010837457357517561 0.0012075147466571177 -0.00050151459893154617 0.0015876898319273542 -0.0016368323796173122 -0.0034271043009229999 0.00096575243927727651
leaf_weight=5.2951504759257642 2.3002318283542982 3.5374026836361727 7.3814287669956746 4.0529068447649461 5.2086004018783569 9.021982263773678 151.08154175529489 7.0715329721570006 7.4387632161378852 5.5688281171023828 52.171930398792028 4.9929939135909072 10.70551887899637 6.7998150810599327 2.6377635984681529 42.811236341949552 3.5892605520784855 3.2622570097446442 6.4306352585554141 6.4797149691730729 2.3413085336796922 3.7756362706422806 4.0669426028616726 10.221876837313173 2.8820854374207556 7.3869686922989803 7.7434734292328358 5.8337681740522376 1.3040410131216047 6.8728133663535118
leaf_count=79 56 75 25 54 24 31 1396 34 22 30 218 25 44 29 23 318 39 29 32 23 17 21 40 33 35 51 26 31 18 22
internal_value=0.000149212 -3.74228e-05 0.000269559 0.000480229 -0.000481464 0.000560359 3.26798e-06 0.000473874 0.000554933 0.000448831 0.000630138 0.00128258 0.000952827 -0.000654261 6.32095e-05 -0.00023818 -0.00155377 -0.000451337 0.000286371 0.000895054 9.37812e-05 -0.000918021 0.000115469 0.000297669 0.000102598 6.43339e-05 0.000615754 -0.000329267 -0.000524713 0.000205667
internal_weight=400.268 156.919 243.349 120.414 9.26151 111.153 154.619 102.131 95.0593 87.6205 75.2519 23.0799 18.0869 12.3686 122.935 52.3005 9.48928 5.90002 70.6344 16.9773 53.6571 8.99903 10.4976 44.6581 5.22339 34.4362 14.3427 20.0936 6.59919 14.2598
internal_count=2900 1527 1373 536 78 458 1471 427 393 371 312 94 69 59 837 409 91 52 428 95 333 73 72 260 52 227 123 104 97 73
is_linear=0
shrinkage=0.00246454


Tree=404
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 1 0 1 1 0 0 2 1 2 0 1 0 0 0 0 1 2 2 0 0 0 1 1 0
split_gain=0.28652 1.15952 0.307041 2.92408 2.22718 3.70443 2.02148 1.90188 1.35385 3.53176 1.33081 1.25579 1.12497 1.7201 1.36597 1.09992 1.08208 1.53083 1.03441 0.861367 1.12171 1.33983 0.861331 1.84306 0.877529 1.26966 1.04766 1.08632 2.24141 1.50422
threshold=0.30949672165000003 0.37331217625000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.49678153350000009 0.36543816055000006 0.36597706655000006 0.48607826115000008 0.51589772760000019 41.919251152600005 0.36000419150000007 43.124157941850008 0.51929582950000019 0.38906020780000011 0.52537349185000015 0.52161611930000007 0.48368312325000012 0.48181192180000004 0.3453339720000001 38.238138001450004 37.962710038050005 0.52877159370000015 0.52975958800000011 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 -4 -8 10 -10 19 -6 13 -12 -14 -13 17 -17 -18 20 -2 -22 23 24 -20 -26 -27 -28 -29 -30
right_child=2 -3 4 -5 11 -7 7 -9 9 -11 12 15 14 -15 -16 16 18 -19 22 -21 21 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.01451769580141265 -0.00061388437448403935 -0.032450366453262762 0.019782217329471861 0.020790994122684151 0.013791583420160297 -0.03466248084950932 -0.043580389409744423 0.0060150984987400241 0.0092833812673966554 -0.037110795031306251 0.02029512137128069 -0.017285632835162452 -0.007004468965359399 0.00098423588560502331 0.010596152831088506 0.017488999834627966 -0.022895198180952876 -0.0055675418863486929 -0.019260190952745008 -0.01024185428279013 0.020543632561416683 0.00083138214587001548 0.00080105835160955592 -0.037813409686862656 0.026663722478304654 -0.035180182805076322 0.013938727011842523 -0.036346328872232582 0.018068906311653476 -0.011441530660637238
leaf_weight=0.86188965290784736 106.40067809866741 1.0350722008151931 2.8401417806744558 6.7171624898910514 6.120750479400157 4.3808668507263064 1.2452956771012398 1.5565530867315827 2.9969610422849646 2.8778713629581034 9.5479333736002463 3.2325069927610448 8.8279805108904821 7.2691043168306342 7.133073126897215 7.2394587099552137 1.7984723388217378 4.0001583360135555 2.5844672494567993 7.2259819023311129 5.1547353491187078 7.6839049123227596 125.41319536045194 1.5145567327563174 1.4064701497554768 0.86017055064439674 3.1589207462966433 1.7833403057884405 2.7803650293499231 3.4794655897130724
leaf_count=11 714 104 10 34 27 58 29 24 11 33 51 27 40 30 31 31 13 26 38 35 17 30 1117 32 4 16 13 48 18 228
internal_value=0.000483107 -0.0111103 0.000546444 0.00144509 -0.000333962 -0.0140254 0.0019987 -0.0160279 0.000658078 -0.0134435 0.00117832 0.000495849 0.00654946 0.0119481 0.000861335 -1.51653e-05 0.000342656 0.00928322 -0.000351424 -0.000213813 0.000393893 0.00874588 -6.78596e-05 -0.00627092 -0.003295 -0.000231501 -0.00336751 -0.00092472 -0.00676227 0.00166582
internal_weight=349.128 1.89696 347.231 171.835 175.395 10.0229 5.64199 2.80185 165.118 5.87483 159.243 165.372 32.7781 16.817 15.9611 159.252 156.019 11.2396 144.779 126.465 119.239 12.8386 142.981 17.5678 16.0532 13.4687 12.0623 11.2021 8.04317 6.25983
internal_count=2900 115 2785 1026 1759 121 63 53 992 44 948 1638 152 81 71 1611 1584 57 1527 796 761 47 1514 397 365 327 323 307 294 246
is_linear=0
shrinkage=0.0299121


Tree=405
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 2 1 0 0 0 2 1 0 2 0 1 2 2 2 1 2 2 0 2 1 1 2 0 2
split_gain=2.22192 2.24854 2.48659 2.77614 9.01198 3.12575 2.67644 2.64449 3.35398 2.39788 5.46316 1.9993 1.83648 2.63538 2.02298 1.87321 1.66826 3.77363 2.11065 3.25951 2.54965 1.72981 3.1787 1.6093 1.55929 3.52512 3.59873 3.14921 3.47444 1.94085
threshold=0.30560462260000004 0.39167988980000007 0.53484925600000011 0.40621538280000008 0.41753240920000007 0.39971857130000005 38.238138001450004 0.43166372265000008 0.56369569775000017 0.54910032635000017 0.55240861050000023 41.919251152600005 0.48627286610000009 0.61532588845000014 45.027406014450008 0.63075955810000017 0.34581299960000006 42.988308018450006 43.542456167850005 47.833738492450003 0.3459626957000001 43.124157941850008 42.674081447500008 0.48119816770000007 43.968221017800005 0.39584144190000009 0.39458399450000009 44.215931556700006 0.53136133645000017 36.921550069850007
decision_type=2 2 2 2 2 2 2 2 2 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 24 5 -5 -4 7 -6 -9 -8 -11 -2 -12 -14 -15 -16 17 23 20 -20 -18 22 -22 -13 25 26 -3 -26 -29 -27
right_child=1 2 3 4 6 -7 9 8 -10 10 12 16 13 14 15 -17 18 -19 19 -21 21 -23 -24 -25 27 29 -28 28 -30 -31
leaf_value=-0.0020018696631740429 0.00038715886830669062 -0.0013119751561273185 -0.0001156058567950417 -0.0026822589451190185 -0.0023806100616023756 0.0015957414937506555 0.00064357003050647592 0.0011700077145220108 -0.0011156513165230509 -0.0029211888900677776 0.00022086390263917279 -0.00058355023206863542 -0.0021083045714996146 -0.0020596809185087772 0.0015170924963203718 -0.00033008988264620807 0.0018908992406017806 0.00021161079336793736 -0.00079611054587606911 0.00083069720384331433 0.0006025109606493628 0.0011745192928766632 -0.0010298564302428576 -0.0019772557081722594 0.0018102490924361866 0.00013549578276784142 0.001306566714845068 -0.0021518299686472176 0.00062595576759653438 -0.0019874435760791889
leaf_weight=1.7268739975988854 149.64456967508886 3.4484318895265522 6.8750362349674097 4.3608273789286605 2.7472973698750129 8.3865099698305112 27.793980780988932 3.5492325257509929 6.3179265899816528 2.2016535475850096 62.882392253726721 16.359589649364356 2.9682153505273154 1.5965376649983216 2.8011081293225271 6.3460505031980574 4.5681829750537899 31.661473533138633 12.00725998170674 6.8451227322220793 13.191410068422561 6.9388910364359608 6.210922989062964 3.5733396038413039 2.6311301514506322 1.8638757336884726 4.0278477929532528 2.9153209067881107 3.5165599063038826 8.3693420458585006
leaf_count=91 700 53 50 54 44 30 97 20 240 19 342 117 105 116 10 99 14 181 93 27 59 31 41 19 11 23 13 85 15 101
internal_value=0.000127866 0.000136694 -3.34784e-05 6.77658e-05 -2.5737e-05 0.000824812 7.1446e-05 -0.000748048 -0.000293496 0.00016843 8.31484e-07 0.000248966 8.48231e-05 -0.000539056 -0.000105512 0.000235567 4.49348e-05 -0.000192117 0.000290716 -0.000205432 0.000593329 0.0003683 7.99703e-05 -0.000833397 -0.000558473 -0.000883292 9.8765e-05 7.6237e-05 -0.000633106 -0.00160077
internal_weight=418.327 416.6 165.599 138.827 123.565 15.2615 119.204 12.6145 9.86716 106.59 78.796 251.001 76.5943 13.7119 10.7437 9.14716 101.356 51.5944 49.7618 18.8524 30.9094 26.3412 19.4023 19.9329 26.7725 17.7095 7.47628 9.06301 6.43188 10.2332
internal_count=2900 2809 1527 1226 1146 80 1092 304 260 788 691 1282 672 330 225 109 582 317 265 120 145 131 100 136 301 190 66 111 100 124
is_linear=0
shrinkage=0.00188144


Tree=406
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 2 2 0 1 0 0 0 1 1 2 0 0 0 1 2 1 1 0 2 2 2 0 1 0
split_gain=0.293689 0.718931 0.794937 0.463066 1.08271 0.265269 1.3232 1.26408 0.886773 1.09691 1.07734 2.58364 2.35064 1.9917 1.31262 1.62817 1.07773 0.86429 1.58522 0.455289 0.441894 0.432089 4.35049 1.06497 0.582916 1.34122 2.23945 0.975635 1.73332 1.54823
threshold=0.50663153795000015 0.52041855035000018 0.52332265500000019 0.59210802070000013 0.57987784795000008 36.514114975300011 37.020641110850008 36.372781240150012 0.41932876265000008 0.32272985840000007 0.49850303880000008 0.50041914915000019 0.50482021495000018 0.34392682850000006 0.39024280710000009 34.997818021800008 0.54384599265000022 0.56793209785000009 0.56859076075000015 0.38733870245000007 37.272044000450002 0.34193587020000005 0.32600820335000008 0.43780126340000008 48.680511450650009 39.468990633150007 40.08085804200001 0.41155953415000007 0.31123319660000009 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=5 -2 -3 4 -4 7 19 8 -1 -10 13 -12 -13 -11 -14 16 -16 -18 -19 -7 -8 22 23 24 25 -22 -27 28 29 -28
right_child=1 2 3 -5 -6 6 20 -9 9 10 11 12 14 -15 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.029976755654357739 -0.033602861730302379 0.02850237990671137 -0.027706176649480902 -0.034028294425643084 0.019963563603378358 -0.019897410042808227 0.0092421036729296857 0.023053337913097584 0.025535637967134442 0.0091815372926058788 0.026059730516935012 -0.030422959357036462 0.011518707462304227 -0.025757080278478339 0.01586981478587678 -0.030170040603320208 -0.033375164437928463 0.034645185752164867 -0.02787358925706708 -0.0050923548797139288 -0.04470519012184776 0.000663600685664638 -0.034913645411920109 0.021613760077585847 0.0047403290005586345 0.034660471899354894 0.011593335318020261 -0.025550681862818912 0.020440055948231506 -0.033866138077308927
leaf_weight=0.62824102121522329 0.61819099256535937 0.50435018629650619 0.62991700318525523 0.42007083580392635 0.74003989319317043 2.8544252659194163 4.0994409751147023 2.0868302534800014 1.35385272279382 2.0675323307514217 3.0723358988761929 1.705014869570731 6.2667470164597017 2.670080095238518 2.0792795363813639 1.4948208277928641 0.78870834386907507 0.57027526479214408 0.58861720909771975 3.0885857583489269 0.58800935186446235 290.8183422019938 2.6989916232414535 1.72223276272416 7.1883254833519459 0.98083862662315358 0.86962647363543588 1.76523220539093 1.5325224250555036 1.3906625696690751
leaf_count=50 70 10 150 79 10 18 31 11 5 18 10 10 28 37 11 55 24 2 86 38 11 1894 51 8 32 2 11 29 4 105
internal_value=0.000426364 -0.00802414 -0.00113228 -0.00948201 -0.00195536 0.000497712 0.00028891 0.00312784 0.00134213 0.00221054 0.000728205 0.00394207 -0.00109391 -0.0105096 0.00314808 -0.00635201 0.0024895 -0.0117955 0.00289105 -0.0122032 0.000525607 0.000410174 -0.0035234 0.00175936 -0.000629278 -0.00604517 -0.00256867 -0.00913856 -0.00150012 -0.016376
internal_weight=347.882 2.91257 2.29438 1.79003 1.36996 344.97 319.597 25.3723 23.2855 22.6573 21.3034 16.5658 13.4935 4.73761 11.7884 5.5217 4.02688 1.9476 1.15889 5.94301 313.654 309.555 18.7364 16.0374 14.3152 7.12689 6.53888 5.55804 3.79281 2.26029
internal_count=2900 319 249 239 160 2581 2234 347 336 286 281 226 216 55 206 178 123 112 88 56 2178 2147 253 202 194 162 151 149 120 116
is_linear=0
shrinkage=0.026724


Tree=407
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 0 0 2 2 1 2 1 1 1 1 2 0 2 2 0 2 0 1 2 1 1 0 2 1
split_gain=0.266844 1.10715 0.741351 0.286776 0.755675 0.596739 1.31108 0.25461 1.26856 0.997041 0.45009 0.514372 0.830629 0.524955 0.632832 0.717937 0.417666 1.88026 1.17827 1.10678 1.53218 0.699842 0.695008 0.641712 2.36782 0.989229 1.11479 2.30335 3.26535 1.73505
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.66697104880000013 49.110028829250005 0.49901200560000009 0.64899254515000016 0.39672464895000009 49.110028829250005 44.921040431000009 0.31100865245000009 32.785955158400007 0.38185982460000006 0.38573695400000008 0.38906020780000011 0.4019490434500001 48.988717865950008 0.55671985870000007 48.852845034800005 50.264779514000004 0.47648274005000008 50.264779514000004 0.61802041855000012 0.46613873835000008 41.792045663550006 0.46208197360000008 0.45206730335000006 0.56859076075000015 38.994321257850011 0.44922307715000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -7 8 9 -1 -9 12 -12 -14 -15 -16 18 19 22 -18 -21 -19 23 25 -25 26 29 28 -28 -13
right_child=1 2 -4 -5 -6 6 -8 10 -10 -11 11 16 13 14 15 -17 17 21 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.040872748522244998 -0.046540001588266447 0.041713212004018882 -0.041650161858966132 0.020697727403771887 -0.046792337589648458 0.036883734821916501 -0.053246081626446964 0.017235482430197291 -0.050104446287218933 0.0071646819912520076 -0.052157872915263276 0.00068328169550295557 0.040916029578006309 -0.068542612382661308 0.045047095286365885 -0.039975887853705865 -0.056836482688331205 0.018054472802585077 0.020915494010904385 0.048994690279647896 -0.043643486895824958 -0.0073062700949018148 0.018905590671635369 -0.044159347358447017 0.0039295583531521495 0.018682565887342847 0.0025526827175012812 0.0028561674058368348 -0.065307767025224783 0.025098979218352496
leaf_weight=0.77649169915821303 0.94739859466790122 0.59137985855341024 0.55139408863033157 1.4289291700697502 0.45312066376209248 0.49711081280838698 0.49335189387784339 2.5495461612008503 0.90213336050510395 4.5302782244980335 0.7364625861227968 285.59504060866311 0.35150608420371987 0.24893947690725327 0.32774010300636292 0.28474719729274511 1.5337753868661805 2.9402477405965328 4.5263795107603064 0.46310791373252846 0.67046480753924698 3.8622099745552987 3.2157146009849376 2.2644496961729592 5.1285963375121355 4.7140655294060698 2.0356861352920514 6.6805198946967721 2.3364649433642626 4.5362335247918955
leaf_count=116 33 2 129 35 11 22 50 26 10 20 37 1792 3 2 1 58 24 22 17 1 51 74 50 113 69 20 15 53 26 18
internal_value=0.000564164 -0.00845308 0.000533451 0.00724838 -0.0021956 0.0105792 -0.00801015 0.000695314 -0.00716394 0.000135799 0.000840977 0.000715249 -0.0193457 0.000577104 -0.0158832 0.00551965 0.000833574 -0.00727361 0.00107272 -0.0351458 -0.00579724 0.00365548 0.000788946 0.000602992 -0.0107998 0.000878578 0.000599914 -0.0116092 -0.0337117 0.00106502
internal_weight=346.173 4.96269 4.01529 3.46389 2.03496 1.58184 0.990463 341.211 6.2089 5.30677 335.002 332.452 1.9494 1.21293 0.861427 0.612487 330.503 9.46981 321.033 2.66735 1.13357 6.80246 316.507 313.291 7.39305 305.898 301.184 11.0527 4.37215 290.131
internal_count=2900 282 249 120 85 74 72 2618 146 136 2472 2446 101 64 61 59 2345 172 2173 76 52 96 2156 2106 182 1924 1904 94 41 1810
is_linear=0
shrinkage=0.0391687


Tree=408
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 2 2 1 1 1 1 0 1 2 0 1 0 2 1 0 2 2 2 1 2 0 1 1 1 1
split_gain=0.267402 1.02879 0.61317 0.942674 0.276368 1.13068 2.03642 0.787037 1.59446 1.62219 0.899484 0.594144 1.0594 2.70469 3.21479 1.13398 1.18152 3.75848 0.917138 1.23683 1.94343 2.15144 1.38018 1.22558 1.88922 0.91476 1.96268 5.66752 1.48453 0.635691
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 40.79983011445001 0.60665848330000005 43.45354240915001 37.511241581900002 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.46419268885000003 0.58859016195000013 0.45206730335000006 39.468990633150007 0.58258734765000009 0.44922307715000004 0.56915960600000015 41.24714903835001 0.4410796084000001 0.55041765215000005 40.259171735100004 41.43512228960001 34.997818021800008 0.43590012275000006 49.49736495185001 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.4211999641000001 0.41865513010000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -6 10 -9 -10 11 12 15 -14 -15 16 18 -18 19 25 22 -22 -21 24 -23 29 27 -27 -28 -1
right_child=1 2 3 -5 5 -7 -8 8 9 -11 -12 -13 13 14 -16 -17 17 -19 -20 20 21 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00078484006913905665 -0.044814994892858673 -0.035426777305728595 0.040440299832471917 -0.0031240720864064734 0.034797165277786583 0.01619238170245399 -0.035445630473241944 -0.037281936283094862 0.0062594106246635041 -0.033423894758170342 0.017427908906054321 0.011894506551094969 0.0061964683420985336 -0.047187211142428041 0.0030191973456343609 0.01710965735789241 0.0058613431341225826 -0.040444049781708763 0.012210724554788282 0.006011306462831518 0.019957818335821494 -0.037547872575067476 -0.036409347987867484 0.00045458679276530353 0.007039495439300692 0.023793857796174007 0.024337602382891923 -0.042828165572637772 0.0042151088561109551 -0.0073880018088394528
leaf_weight=244.04072370778886 0.5876840814598826 0.4843663642022874 0.52342204586602736 5.2387806165788788 0.579718045250046 4.0898829328361899 1.2438168984372167 1.5672136163047969 4.6510275598848239 1.2527430182672104 3.0265775062143794 4.3062766965012989 5.1615401753224415 2.8623018246144056 2.1320146918296814 3.9560465682297936 4.3372234572889274 2.7404604209586978 6.5183625374920657 0.96352210920304315 3.2555901184678069 2.6358459386974555 3.0956795625388622 5.3559236973524094 1.3908597135450689 2.4560320102609721 6.4303316846489889 2.4374590842053294 7.7410853840410709 9.4717848981963453
leaf_count=1653 23 131 2 171 18 34 59 55 40 82 11 37 40 35 12 17 34 43 27 18 10 41 62 22 19 12 21 33 30 108
internal_value=0.000399549 -0.00566201 -0.00197845 0.000833191 0.00052222 0.00715485 -0.0131148 0.000404007 -0.00952855 -0.00216114 0.000632815 0.000474603 0.000319462 -0.00951606 -0.0257547 0.000645014 0.000429955 -0.012068 0.000729004 0.000470281 -0.00770717 -0.00172257 -0.0263401 -0.00924525 -0.022147 0.000971212 0.00750987 -0.00939072 0.0133458 0.000479485
internal_weight=344.534 6.83425 6.24657 5.7622 337.7 5.91342 1.82353 331.787 7.47098 5.90377 324.316 321.289 316.983 10.1559 4.99432 306.827 302.871 7.07768 295.793 289.275 16.6974 12.6382 4.0592 9.38263 4.02671 272.577 19.0649 4.89349 14.1714 253.513
internal_count=2900 327 304 173 2573 111 77 2462 177 122 2285 2274 2237 87 47 2150 2133 77 2056 2029 172 92 80 82 60 1857 96 45 51 1761
is_linear=0
shrinkage=0.0309526


Tree=409
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 0 2 2 1 0 1 1 1 0 1 0 0 1 2 0 1 1 2 0 0 0 2 1
split_gain=1.28038 2.70707 1.82818 3.00301 1.66812 4.00498 2.26272 1.64246 1.57508 2.23032 2.12486 3.85905 3.53786 1.84669 2.29006 4.1144 2.87573 3.84845 2.7789 2.05245 1.76279 1.40455 4.29031 1.3992 1.85436 1.15735 1.22668 1.95251 1.80859 1.1623
threshold=0.54910032635000017 0.4355408521000001 0.55411514625000013 0.56055207925000017 41.169697216150006 40.823855932350007 49.842240509300005 0.56276758185000009 42.178283198950005 42.34047585750001 0.4211999641000001 0.54279811980000015 0.41367024935000007 0.42552618185000007 0.39078171310000004 0.52682554415000016 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.3982365797500001 38.052786106700005 0.54317236010000014 0.41985269900000005 0.43672345135000007 36.735256530150004 0.47727612945000003 0.47778509625000004 0.47886290830000006 40.21994457600001 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 -4 5 -2 -6 -5 13 -10 12 -12 -11 14 25 19 -17 20 -19 -16 -18 -20 -23 -9 -25 -1 -27 28 -28 -29
right_child=1 2 3 7 6 -7 -8 23 9 10 11 -13 -14 -15 15 16 17 18 21 -21 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=-2.3871957454309991e-06 -0.0015345993219008567 -0.0024451680177718657 0.0014309663992545416 -0.0018657477626414277 -0.0030493343102143164 0.0021861652083629089 0.00034885203296614319 0.0018559530929022215 -0.0017408737499686375 5.1638241520887555e-06 -0.0033379426015302952 0.0016721520609517912 0.0020181716004842531 0.0014220261605214517 -0.0032860352432591594 0.0015656996668407276 -0.00019894196908043922 0.001816222317480393 -0.0011853667510463735 0.00013754926852841174 -0.0031806123850345452 -0.0017769006253353888 0.0013515162244861364 -0.0026942573117017671 1.6223357535901476e-05 0.0014619471058959458 0.00044427593349769012 0.00083445814315509027 -0.0016729451488029015 0.00031887999526321288
leaf_weight=30.353311344748363 5.6042384668253344 1.674584425985812 9.0718048680573684 2.8813628256320944 4.1908516790717831 2.4673857241868973 1.60465418593958 2.3506601154804221 4.3136586453765622 94.775165980681777 2.7379188635386518 1.3639910183846948 5.4685105998069039 8.8911242615431529 3.5718247378244987 6.1880845353007308 1.7897062748670602 4.7680562585592297 6.422437064349654 1.461184333078563 3.4141188599169254 4.0282814353704435 7.3008559718728065 1.5396637838566665 51.20375826820964 7.807550221681594 4.9029189050197584 48.92045795917511 4.6603130660951138 55.009026095271111
leaf_count=275 84 11 36 16 56 6 21 9 39 668 76 5 20 34 53 25 21 14 32 18 36 32 24 169 633 23 18 180 31 235
internal_value=0.000137465 -0.000131611 6.62973e-05 0.000129024 -0.00111239 -0.000397212 -0.00210845 -7.46995e-05 0.000209581 -2.61548e-05 4.47319e-05 -0.00167196 0.000114978 0.000337984 0.000287415 -0.000238961 6.5757e-05 -0.000269041 0.0001668 -0.0022921 -0.00215515 -0.000276233 0.000239151 1.89705e-05 -6.28999e-05 0.000422588 0.00052893 0.000464745 -0.000587479 0.000561567
internal_weight=390.737 82.589 68.7218 67.0472 13.8671 8.07162 5.79551 57.9754 308.148 108.659 104.346 4.10191 100.244 199.489 190.598 38.9445 33.9115 27.7235 22.5196 5.03301 5.20383 17.7516 11.3291 55.0941 52.7434 151.654 121.3 113.493 9.56323 103.929
internal_count=2900 1041 874 863 167 90 77 827 1859 808 769 81 688 1051 1017 255 184 159 102 71 57 88 56 811 802 762 487 464 49 415
is_linear=0
shrinkage=0.00243348


Tree=410
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 2 2 1 0 1 1 2 1 0 2 0 2 2 0 1 1 1 1 2 0 0 1 0 2
split_gain=1.70091 3.86718 2.4363 3.25775 1.66861 5.2472 4.10697 2.89233 2.8132 4.11358 2.22792 1.7969 2.13136 2.48527 2.81685 1.63035 1.62231 1.84307 2.03587 1.86648 2.23948 2.62289 1.41462 1.36934 3.07954 2.72588 1.79083 1.51612 1.36383 4.68602
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 0.39078171310000004 0.52682554415000016 41.840895355800008 41.395309858300003 0.39584144190000009 0.53592706805000012 0.39904493880000008 0.40621538280000008 38.238138001450004 0.43166372265000008 0.56369569775000017 37.962710038050005 0.56704889075000009 38.771633980050005 40.878805547300004 0.54191491270000014 0.43374449865000003 0.42019700010000005 0.43625939340000008 0.34515433670000012 41.840895355800008 0.48181192180000004 0.47851860725000006 0.34524415440000006 0.48218616210000004 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 4 -3 -4 23 10 7 8 -7 15 -6 -11 13 -13 -15 -10 17 -14 19 -19 21 -21 -16 24 25 26 -1 -25 29 -2
right_child=28 2 3 -5 5 6 -8 -9 9 11 -12 12 16 14 22 -17 -18 18 -20 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00033064688940125748 -0.0017122530139311745 -0.002764799057302206 0.0024916749042650423 -0.0015671331722525554 -0.0031039402098720198 0.0017283679671276969 0.0019777889466023246 -0.0016296439154692582 -0.00019395442941906647 0.0015003092339883682 0.00020298776409453616 -0.0028383587432844375 0.0011736304997143425 0.0012881746791270833 0.00041467170394083209 -0.0029598703426317271 0.0011058232891665949 0.00076736714346480267 0.00082233092523238194 -0.00055364326030997901 -0.0001465153359021 -0.00335641588965605 -0.0029561075698118057 0.0016245970011398202 -0.0020517184253855169 0.0018036012144816978 -0.00091072777370045641 0.00053170139368737489 0.00012463194851821931 6.3228511360642371e-06
leaf_weight=28.394858214072883 10.246470117941497 3.3568847266142248 1.5426538004539905 3.0811835977947339 3.6967092454433432 5.6012803204357615 6.30035626143217 4.9189435727894297 1.7181153390556563 5.1309011299163094 1.4842486344277857 2.5438472391106171 6.1111745834350613 3.2719869948923588 0.98309435043484006 3.1187047325074673 9.8673571525141579 4.0001223012805047 7.0784217342734328 3.5358138531446439 7.7471067998558283 3.409166544675827 1.8942716796882448 7.0433857776224604 3.1325865369290105 5.3990940339863291 7.6736198142170897 104.44290518120397 100.21602198446635 42.279337053885683
leaf_count=200 91 104 8 252 54 20 23 35 21 17 21 56 20 20 11 33 42 13 26 20 38 27 43 22 36 17 35 454 823 318
internal_value=0.000157709 0.000274862 -0.00128634 -0.00021299 0.000327104 6.46494e-05 0.000213658 5.69597e-05 0.00018264 3.93183e-05 -0.00215657 0.000214841 8.40857e-05 -0.000942975 -0.000158898 -0.00197737 0.000297945 4.79081e-05 -0.000219042 -0.000613393 -0.000989324 -0.00192947 -0.00180443 0.000465677 0.000128043 0.000292708 6.65427e-05 0.000600747 -3.13412e-05 -0.000328928
internal_weight=399.221 246.479 7.98072 4.62384 238.498 82.4116 77.2307 70.9303 66.0114 60.4101 5.18096 55.5733 50.4424 8.6932 6.14935 4.83682 41.7492 31.8818 25.7706 18.6922 14.6921 6.94498 2.87737 156.086 44.6002 41.4676 36.0685 111.486 152.742 52.5258
internal_count=2900 1668 364 260 1304 540 465 442 407 387 75 333 316 130 74 54 186 144 124 98 85 47 54 764 288 252 235 476 1232 409
is_linear=0
shrinkage=0.00227998


Tree=411
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 2 2 1 1 2 2 1 0 2 1 1 2 0 2 0 2 1 0 0 0 2 1 1 0
split_gain=1.72425 1.97364 2.0828 1.64651 1.51859 4.24039 1.56768 2.76377 3.12002 2.71721 1.48291 3.35121 1.38763 2.54463 3.58836 3.097 7.64144 2.37473 2.9806 2.22686 2.06392 1.80938 2.10548 1.95352 5.30404 1.93773 1.38201 2.93866 1.91711 1.86038
threshold=0.39167988980000007 0.39458399450000009 0.53136133645000017 0.48181192180000004 42.178283198950005 43.45354240915001 43.061965423550006 42.686561923500008 0.34479506600000004 0.34581299960000006 44.015822920550008 47.833738492450003 0.39584144190000009 0.53484925600000011 43.968221017800005 0.40621538280000008 0.41753240920000007 44.215931556700006 0.53136133645000017 36.625813070500008 0.52161611930000007 38.238138001450004 0.43166372265000008 0.54910032635000017 0.55240861050000023 0.56369569775000017 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 26 6 7 8 -6 -8 -5 -12 -3 14 19 -15 -17 -16 -19 -14 -21 22 -18 -23 -25 -24 28 -28 -1 -30
right_child=1 12 -4 10 5 -7 9 -9 -10 -11 11 -13 13 15 17 16 21 18 -20 20 -22 23 25 24 -26 -27 27 -29 29 -31
leaf_value=0.00031152177103978209 -0.002882847481451335 0.0012242816145132409 0.00023527691499408698 0.00054203304391415956 0.0005414277893380458 0.00036092221421774924 -0.0037855165673553511 0.00027111822887815784 -0.0024377310381294591 -3.5632668537927932e-05 -0.0020683439465264434 0.00080272727323002491 0.00072845943954925668 0.0012234313766221771 0.0021812469061432598 -0.0032437784135707715 -0.002877578248101708 -0.00265066724851552 0.0008798429376060253 4.1795679146901771e-05 -0.002960929321318397 0.00071094906547795585 0.0010671642101617788 -0.0036886517147769662 7.7402565783012375e-05 -0.0012115310438920721 0.00010233532999500547 0.0020909981304436226 2.1472176883004622e-05 -0.0021505617160511672
leaf_weight=45.552105561830103 2.7758600860834113 4.9875067453831425 2.1202221820130944 110.01743615046144 2.7814779034815782 29.548617298714817 2.6542636291123918 8.7455821083858591 6.7831483297049999 1.8332286579534409 4.0315601639449579 5.2547745667397976 1.5578849427402044 11.848525099456308 2.5256786569952947 4.0517966886982313 2.2684142319485536 2.3010018169879913 3.2189788967370987 1.6026143208146075 6.47084198333323 27.095358753576875 3.4458275698125345 2.1610406488180152 72.479374642367475 5.3380935523309745 10.698684033472093 6.8324233181774607 5.341192602645604 3.7779161185026169
leaf_count=260 58 23 20 458 25 193 48 63 66 14 54 24 20 55 11 54 44 76 14 24 80 97 20 19 672 240 72 23 52 21
internal_value=0.000141944 -5.23254e-05 -0.00153256 0.000266423 7.59157e-05 -0.000231282 -0.000998851 -0.000691332 -0.00157137 -0.00225362 0.000465305 -0.000443717 -4.44162e-06 -4.63112e-05 -0.00088905 6.94497e-05 -4.75735e-05 0.000278676 -0.000591849 -0.00186452 -0.00236488 6.72468e-05 -0.000843038 0.000166138 -3.16348e-05 -0.000317626 0.000298632 0.00087738 0.000113049 -0.00087837
internal_weight=400.101 156.249 4.89608 243.852 124.549 52.3463 22.7977 18.3102 9.56463 4.48749 119.304 9.28633 151.353 146.365 17.677 128.688 116.84 8.04566 5.51998 9.63134 8.07346 112.788 11.0523 101.736 74.6404 8.78392 72.2023 17.5311 54.6712 9.11911
internal_count=2900 1527 78 1373 837 409 216 154 91 62 536 78 1449 1426 225 1201 1146 101 90 124 104 1092 304 788 691 260 428 95 333 73
is_linear=0
shrinkage=0.00236883


Tree=412
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 1 0 2 0 0 2 2 1 1 2 0 0 1 2 2 0 1 0 2 2 1 2 1 1
split_gain=2.09423 1.90775 2.17764 2.17164 2.83952 3.37205 4.00964 2.2097 2.08015 3.13823 2.02213 2.26361 2.22289 2.09399 2.97308 2.38113 2.47772 4.11807 1.82664 2.72271 1.76142 1.64524 1.62733 1.45036 1.43653 3.74287 3.35178 1.42204 1.90855 1.41359
threshold=0.30560462260000004 0.39167988980000007 0.48181192180000004 0.53592706805000012 43.633733172900008 0.39584144190000009 0.39458399450000009 0.52898116820000018 44.215931556700006 0.53136133645000017 0.54475913895000005 43.19689381845 40.380906245900007 0.41917906650000009 0.40367054880000008 38.386256906100009 0.55892039160000018 0.56369569775000017 0.35877668335000007 41.322103772800006 43.124157941850008 0.52937037810000021 0.36254902550000007 0.54191491270000014 42.178283198950005 42.686561923500008 0.34479506600000004 33.151194885250007 0.49091344570000006 0.48627286610000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 4 5 6 21 -7 -6 -10 11 12 23 14 -12 16 -15 -18 19 -4 -21 -3 -20 -5 -2 26 -26 -19 -29 -17
right_child=1 3 18 10 8 7 -8 -9 9 -11 13 -13 -14 15 -16 29 17 27 22 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0026386064978476654 0.00030521162163929121 -0.0029608297102379825 0.0016656164783482698 0.00086018876128340156 0.0016573911028259342 -0.00098047809211976355 0.0017488231885503603 -0.0032383038085889923 -0.0027220132526321094 0.00088589203182813864 0.00027597335284712581 -0.00094579850265560255 0.0016030194022023105 -0.0035857365156941228 -0.0030739859264041591 0.00029020293694448541 0.0021885805674078623 0.00085749614938529452 -0.0012992415197521552 0.00011657618381167941 0.0013907207550443068 0.00039510042546734924 0.00037594986722058944 -0.00076723249999248542 0.00066567973556955478 8.6470716824940081e-05 -0.0024964893561259449 -0.0030075298665010386 0.00057563738653003556 -0.0006228718352736546
leaf_weight=1.5821087257936586 71.4102941948222 2.4704938419163294 17.755892027169466 8.0884307399392181 4.3404884990304691 5.0093975020572525 3.8495727144181728 5.3140177465975285 2.3950677081011236 3.5748399198055267 3.0866180993616572 4.610951834358274 13.510182805359362 1.917724547907709 3.2202579509466887 69.774316839873791 2.399689879268406 1.1463362041395155 3.6362996846437445 22.983571469783787 8.9747784323990327 1.3406102173030374 67.21535671222955 5.4545418415218583 2.7956044450402242 42.293777537066489 6.9548041671514511 3.7397040878422558 1.1581662499811498 11.791085563716477
leaf_count=91 400 45 70 31 23 64 13 56 85 16 32 28 41 32 51 380 13 97 19 88 31 10 328 26 13 267 66 93 62 329
internal_value=0.000162035 0.000173052 0.000308299 -3.55748e-05 -0.00064788 -0.00123291 -6.89415e-06 -0.0021427 0.000372576 -0.000561564 9.77979e-05 0.000633801 0.000903028 -7.49739e-05 -0.0014345 1.82996e-05 -0.00108305 -0.000514655 0.00054145 0.000899848 0.000474391 -0.00178033 0.000289974 0.000204732 8.0603e-05 -0.000227584 -0.00158984 -0.0015879 -0.00216024 0.000158209
internal_weight=403.795 402.213 244.02 158.192 28.2945 17.9841 7.66068 10.3234 10.3104 5.96991 129.898 31.6641 27.0532 98.2339 6.30688 91.927 10.3616 8.4439 120.566 49.7142 31.9583 3.8111 70.8517 13.543 123.454 52.0442 9.75041 6.04421 4.89787 81.5654
internal_count=2900 2809 1282 1527 312 188 68 120 124 101 1215 126 98 1089 83 1006 297 265 536 189 119 55 347 57 746 346 79 252 155 709
is_linear=0
shrinkage=0.00243902


Tree=413
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 1 1 1 0 0 0 0 0 0 2 1 2 0 0 0 2 2 2 0 0 1 2 1 1 1
split_gain=2.36736 3.92084 2.13206 2.24026 4.32343 2.14285 2.11002 2.30227 3.97733 2.43232 1.92988 1.85285 4.1015 2.09843 4.29 3.32452 2.75165 2.27984 1.75599 2.82702 1.72632 5.39205 2.8043 1.69553 1.39384 1.9788 2.29631 1.39013 3.81625 3.28477
threshold=0.54910032635000017 0.4355408521000001 42.178283198950005 0.54191491270000014 0.4211999641000001 0.41367024935000007 0.42552618185000007 0.39584144190000009 0.53592706805000012 0.52898116820000018 0.56055207925000017 0.52511900840000014 0.53225951315000009 0.48218616210000004 42.686561923500008 0.34479506600000004 44.015822920550008 0.51017933595000009 0.54095685760000012 0.54384599265000022 41.169697216150006 40.823855932350007 49.842240509300005 0.54511840960000013 0.56276758185000009 0.43672345135000007 36.735256530150004 0.44805544745000009 0.45393850480000009 0.45664800455000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 6 4 5 11 7 -1 9 -9 -3 13 -13 14 15 -4 -15 -18 -10 -20 21 -2 -22 -21 -12 -26 -27 -28 -29 -30
right_child=1 10 3 -5 -6 -7 -8 8 18 -11 24 12 -14 16 -16 -17 17 -19 19 23 22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.00037721967048093041 -0.0013823878876423595 0.00076021493727086828 0.00039770562986617082 0.0011774055841651187 -0.0024758108408969547 0.0014019217836128701 0.0012135607893940252 -0.00035781552597563798 0.00089218856811201135 -0.0025057170439898688 -0.0013343877095153751 -0.0019666735224454137 0.00016700161233704937 0.00068498333431214092 7.3641573096505035e-05 -0.0020376330095465489 5.9526467806035485e-05 -0.0024316191123417074 -0.0015336423598278338 0.00098272548145548122 -0.0024954639461851886 0.0018577012405146672 0.00037467508141587332 -0.00051381399018416817 0.0016353153881404018 -0.0021069337381479022 -0.00066957441692161001 0.0011495513549605865 -0.0025144901870585387 -3.1302075404987612e-05
leaf_weight=164.9876508039888 6.6850519683212024 11.689847700297831 2.9016590504907054 5.6277955863624802 2.6439153165556482 3.8444745615124694 9.4106761496514064 4.0592964980751303 8.5847144871950167 3.6735470555722713 3.1004410684108725 5.5897417441010466 8.0278325350955111 27.380295213311911 43.087554343044758 6.9878451582044363 4.2812296180054537 1.95839462056756 4.1618305370211592 6.1823738943785411 4.8328694179654113 2.6129352003335953 1.6772957928478716 5.0155030526220798 2.5326590612530699 1.9969244319363486 10.050877318717538 10.241040816530584 2.0577270612120619 36.692352082347497
leaf_count=827 84 47 25 23 75 15 34 47 30 41 16 72 38 105 318 66 32 39 22 22 56 6 21 28 9 169 65 37 23 508
internal_value=0.000134553 -0.000131837 0.000213338 1.36811e-06 -6.06592e-05 7.04567e-07 0.000328882 0.000286549 -0.000185697 -0.00137819 4.34398e-05 -5.30495e-05 -0.000708829 5.00733e-05 -0.000187093 -0.00132309 0.000423791 -0.000722355 0.000199419 -0.000187778 -0.00100069 -0.000471853 -0.00175599 0.000312429 -8.2235e-05 -2.11664e-05 -8.9898e-05 -2.16776e-05 0.000111243 -0.000163166
internal_weight=412.576 94.17 318.406 112.331 106.703 104.059 206.076 196.665 31.6773 7.73284 78.3619 100.215 13.6176 86.597 52.9771 9.8895 33.6199 6.23962 23.9444 15.3597 15.8082 9.29799 6.51017 11.1979 66.672 63.5716 61.0389 59.042 48.9911 38.7501
internal_count=2900 1041 1859 808 785 710 1051 1017 190 88 874 695 110 585 409 91 176 71 102 72 167 90 77 50 827 811 802 633 568 531
is_linear=0
shrinkage=0.0019125


Tree=414
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 1 1 0 0 0 0 1 0 1 0 0 1 1 0 2 0 1 1 2 1 1 0 2 0 2
split_gain=1.88415 3.8095 2.59358 1.96284 2.42196 1.84602 2.12219 5.55604 1.82271 2.85524 1.70019 2.40469 1.89738 2.44957 2.56319 1.61177 1.60204 3.50964 2.59218 4.9947 5.17451 1.9186 4.40963 2.67248 2.47894 4.7912 1.61221 3.13938 2.85137 3.10476
threshold=0.46613873835000008 44.710446918150005 49.275256100300005 0.48627286610000009 0.61532588845000014 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.58736265385000019 0.58859016195000013 0.47727612945000003 0.34518427590000006 0.4622167001000001 0.35675578575000005 0.47694679800000012 0.63075955810000017 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 0.36543816055000006 0.36597706655000006 38.592454371550012 0.35585760905000008 0.34988473400000003 0.48041974790000003 41.322103772800006 0.47778509625000004 43.279086095950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 -3 -5 6 10 -8 -2 -10 11 -1 -13 14 -14 -6 17 21 19 20 -18 23 -23 -12 25 26 28 -28 -25 -30
right_child=1 3 -4 4 15 -7 7 -9 9 -11 16 12 13 -15 -16 -17 18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00010618624197921061 -0.0026585327026675686 0.0013006673291104805 -0.00099772992626566523 -0.0023341833849580581 0.0015455309818353945 0.0013786180546367587 -0.0026532680512656591 0.00059318142625006869 0.0028271956396605626 -0.0011654177263281679 0.0012774577590684219 -0.0024681141116663732 -0.0024814735826427558 0.0010615077831848724 -0.00010203484897214809 -0.00036167504698547643 7.8912495765535455e-05 0.0016744004774914148 0.00020232066148846446 0.0020264639662067249 -0.0029761544769012285 0.00090312100531852037 -0.0024166941501113557 0.00078643000594277878 -0.00082452686814316989 0.0018732761354340809 0.0011849244065680416 0.00012940379486111762 -0.00070439275622220267 0.0010987254177428063
leaf_weight=49.67179163498804 2.9100549856666502 5.2345873415470114 7.7252274057827881 1.8750015478581179 2.6714881956577283 5.4434166774153701 3.8535685539245588 5.1226802192395553 0.82317765057086845 8.0972067724214849 13.045338887721298 2.5186471645720294 3.2706288658082467 3.0196422450244427 4.4696770347654819 6.0006246096454561 4.6025296505540592 8.861608684062956 149.78328239172697 2.1095150411128989 4.6490444857627153 3.4131587743759146 3.2666003350168467 11.884525477886198 7.6169350892305365 8.2722564488649351 17.795924838632345 34.630226604640484 23.875018570572141 4.7816696912050238
leaf_count=406 63 19 119 39 11 22 48 35 5 348 45 64 52 20 24 100 44 34 851 7 59 11 32 39 38 30 61 129 131 14
internal_value=0.000136667 -0.000378651 0.000173753 0.000278199 -0.000229258 0.000197824 0.000180477 -0.000800543 -0.00125488 -0.000796977 0.000204833 -0.000100214 -0.000872304 -0.000498763 -0.00110746 0.000225849 0.000269146 0.000431142 0.000130976 -0.000809625 -0.0014563 0.000345459 -0.000720367 0.000403862 0.00029917 0.000383714 0.000251172 0.000487698 -5.46925e-05 -0.000403524
internal_weight=411.295 27.6121 383.683 15.7817 10.5471 375.958 370.514 8.97625 11.8304 8.92038 361.538 62.9504 13.2786 10.7599 7.74031 8.67211 298.588 137.443 161.144 11.3611 9.25157 128.582 6.67976 121.902 108.857 101.24 92.9674 52.4262 40.5412 28.6567
internal_count=2900 585 2315 169 150 2196 2174 83 416 353 2091 566 160 96 76 111 1525 564 961 110 103 530 43 487 442 404 374 190 184 145
is_linear=0
shrinkage=0.00204248


Tree=415
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 2 2 2 2 2 2 0 1 0 1 1 2 2 0 2 1 1 0 1 2 1 2 0 1
split_gain=0.317107 1.86875 0.767665 0.840037 1.58383 0.713283 0.87971 2.54676 1.29397 1.72651 2.146 2.8127 1.86601 1.6264 1.55977 1.38895 0.834567 0.692719 3.5984 2.71179 1.69828 2.81642 1.68664 1.95792 1.52956 1.37911 1.34869 1.42479 1.09339 1.06504
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.51401155655000019 0.39971857130000005 0.48181192180000004 44.015822920550008 47.833738492450003 43.124157941850008 42.801286935650005 42.487106141350004 41.621607100200002 0.48851830785000006 0.36000419150000007 0.49128768600000011 0.3453339720000001 0.3459626957000001 42.178283198950005 42.686561923500008 0.47760546090000006 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47868327295000007 0.34479506600000004 41.840895355800008 0.34530403280000005 39.646013290900008 0.47778509625000004 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 17 8 -8 9 10 11 13 -13 14 15 -7 -17 20 19 24 22 25 26 -24 -19 -22 27 28 -1 -29
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.001073808825520199 -0.035309142091505166 0.029601516937524559 0.00014512707946950012 -0.041856162215595467 -0.034450379055965839 0.019705302772614685 -0.028439050013421934 0.0085713304126277187 0.015508682956097105 -0.015584823697538178 0.021214673645570253 -0.028853101258259774 -0.0018695723976844224 0.001675982047523162 0.029900540518658994 -0.0097772685784186034 0.0095903004016979591 0.012567088844883919 0.00089488780595483913 -0.044241470500173373 0.0095656618868899083 0.027764013729406827 0.0033247534294257135 -0.028601512506089912 -0.022086768878988347 -0.015639534007209497 0.015373242763176417 -0.0016930971003651337 0.020567740683796711 -0.018551510769756838
leaf_weight=12.635240514879117 1.5895254879724223 0.77282142778858476 127.95685388515994 0.94051580713130523 0.82843310874886811 6.2108718790113953 3.3368648905307046 4.5531401485204697 9.302179601043461 4.9455360434949389 6.8721406161785117 4.3908429220318776 6.7112455405294895 46.433298747986555 4.2794373333454123 4.5570385083556157 4.661399569362402 2.254267960553987 38.193895203992724 3.4351204168051481 5.8746955366805178 6.2219367902725926 3.5321504595922288 4.5549409091472626 3.1800317708402872 3.6421617888845503 6.1114640495215999 11.109529484994711 3.8996403515338889 5.9650875017978242
leaf_count=127 56 5 1396 25 45 25 54 24 37 28 22 22 37 218 27 23 19 23 318 39 32 23 48 25 29 40 26 59 13 35
internal_value=0.000617854 -0.000625221 -0.000202757 -0.0177158 -0.00353669 0.00137499 0.00325811 -0.00708121 0.00408745 0.00289454 0.00398102 0.0024478 -0.0125415 0.00496378 0.0127098 0.00794176 1.61451e-05 -0.000433965 -0.00339336 -0.0218596 0.00175778 0.0109271 -0.00126083 -0.0146573 -0.00771158 -8.05268e-05 0.00146665 -0.00106209 0.00567132 -0.00758265
internal_weight=348.952 132.088 130.499 2.54177 1.60125 216.864 106.254 7.89001 98.364 89.0618 84.1163 77.2441 11.1021 66.142 19.7087 15.4293 9.21844 110.61 47.0633 8.86942 63.5468 15.7388 47.8081 8.08709 5.4343 9.51686 39.721 33.6095 16.5349 17.0746
internal_count=2900 1527 1471 75 50 1373 536 78 458 421 393 371 59 312 94 67 42 837 409 91 428 95 333 73 52 72 260 234 140 94
is_linear=0
shrinkage=0.0321822


Tree=416
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 2 1 0 1 1 0 0 2 1 1 0 0 0 2 2 1 2 0 2 1 0 2 0 1
split_gain=0.286968 0.622676 0.690686 0.834302 0.304585 0.449474 1.19468 0.825253 1.60439 2.26183 1.23825 0.91398 1.67439 1.18464 0.420566 0.419632 3.36022 0.693186 2.01104 0.594798 2.53879 2.30276 0.676989 3.05229 3.73841 3.31211 2.49508 1.62178 0.663159 1.5266
threshold=0.50663153795000015 0.52041855035000018 0.59210802070000013 48.315732392000008 32.785955158400007 36.514114975300011 37.020641110850008 0.36543816055000006 0.51243974730000008 0.38733870245000007 0.36254902550000007 0.54317236010000014 0.52877159370000015 33.151194885250007 0.33960061075000009 0.34193587020000005 0.4588185982500001 0.42646926740000007 0.41155953415000007 39.420767558750008 39.788107623550012 0.3459626957000001 40.496232821400007 0.53905571685000009 40.305698932850007 0.42829556000000008 0.48181192180000004 39.995120105550008 0.56424957340000015 0.46419268885000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 -7 10 -9 -10 14 12 -11 -13 -6 16 17 18 -8 21 -21 -17 23 24 26 -25 -22 -28 -23 -30
right_child=1 2 -4 -5 5 6 15 8 9 11 -12 13 -14 -15 -16 19 -18 -19 -20 20 22 28 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.0095202715735401913 -0.033101695719777696 -0.027800873412425358 -0.034497344064327591 0.015783991550125668 0.0094257317657826852 -0.011692061568369695 0.0001941561165340693 -0.012898688735277922 0.031834227803496103 -0.011860330883454791 0.023052550620188798 0.01145428191004203 0.019745750444935879 -0.030397266249806976 -0.0060801197122369406 0.015810082339785543 -0.038539401780133702 0.0073307486196876317 -0.038000374772729405 -0.011126394450140466 -0.01398722035388556 0.0020304782976381494 0.00038636982000972371 -0.031669398537720363 0.026186670046707813 0.0051086748997994343 0.021213109777202539 -0.0014039722666487405 -0.022099795495976887 0.0086233402449159939
leaf_weight=2.2220699785830211 0.59073678145068642 0.42758823826443437 0.39007286490959803 1.3871293952688573 2.8456864105537552 6.0177225803490719 9.5400748867541605 4.6568683972582212 2.0733416080474836 2.2227733242325485 3.6332804709672928 0.78879842814058099 2.8425724497064948 1.390729942882899 2.3992772533092648 9.2668273784220201 1.8252841741777945 6.5995734948664895 1.1495016305707384 13.729721900774164 4.8025295981206062 37.520750182215124 199.57280053419527 3.1081745792180291 7.1583505347371092 4.4045412826817483 4.8295220807194692 4.6130434414371848 2.7493397528305641 2.1407317658886313
leaf_count=133 70 147 79 23 19 56 149 24 6 28 12 5 17 71 32 36 32 43 34 78 25 216 1365 22 30 30 20 30 37 31
internal_value=0.000476223 -0.00822877 -0.00156449 0.00551442 0.000546943 0.000612375 0.000347638 0.00430806 0.000176197 0.0067105 0.010812 -0.000479424 0.00587638 -0.0152507 0.00233267 0.000579104 -0.00333752 0.000378884 -0.00391309 0.000833834 0.000266973 0.00349077 0.000951592 0.00485262 0.0101036 -0.0101072 0.00202165 0.0101638 0.000798982 -0.0086501
internal_weight=346.899 2.79553 2.20479 1.81472 344.104 341.882 319.028 22.8533 13.9751 9.31822 8.87824 7.24487 5.06535 2.17953 5.24496 313.011 19.1144 17.2892 10.6896 293.896 242.219 51.6776 228.489 28.9162 21.4034 7.51272 14.2451 9.44257 42.4108 4.89007
internal_count=2900 319 249 170 2581 2448 2234 214 151 127 63 121 45 76 51 2178 258 226 183 1920 1600 320 1522 157 105 52 75 50 284 68
is_linear=0
shrinkage=0.0272798


Tree=417
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 0 0 0 2 0 1 0 1 1 0 0 1 0 2 2 1 0 0 1 1 0 2 2 2
split_gain=0.252244 1.07731 1.10152 1.88194 0.92732 1.31091 1.60157 0.825827 0.96633 1.35867 2.41448 0.962471 1.18485 1.96482 2.41984 0.782326 0.670284 0.865688 2.28804 1.74834 2.21996 0.907438 2.31004 0.603438 2.97856 1.14902 1.14599 4.58941 2.32424 1.10837
threshold=0.47727612945000003 0.34518427590000006 0.34500464060000008 0.47577916830000005 40.421032462050007 42.718072821900002 0.46594413340000007 0.47778509625000004 0.47886290830000006 40.532725462000009 0.47796473160000008 0.34458549145000011 0.48015029490000011 0.34569324270000007 0.34527409360000011 0.47305469895000007 0.48077901860000011 0.35585760905000008 0.48759019190000008 41.322103772800006 41.872669623500009 0.34581299960000006 0.49128768600000011 0.50579323975000012 0.37668033890000002 0.36998892250000009 0.50356276755000018 38.592454371550012 40.742467179200005 36.372781240150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 -3 -6 -7 -2 9 -9 -11 -10 13 14 -13 -1 -14 19 -19 -18 -21 -22 -23 26 25 -25 27 29 -29 -20
right_child=7 4 -4 -5 5 6 -8 8 11 10 -12 12 16 -15 -16 -17 17 18 23 20 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00060611543019152081 0.0080145163408266457 -0.03288476787307619 0.015504529588661881 -0.017033348539683645 0.002104471768489425 0.00057054384187241321 -0.033240077096002747 0.00086075054479304712 -0.016260641990547456 0.0038700436882469647 -0.035106819839458341 0.012078647909053303 -0.0099786328836828312 0.021484472019877972 -0.014281668724303151 0.0095061484632468739 0.011885793952914748 -0.029621685452402888 0.0020824912319720337 -0.013945780255836785 -0.0024278158357537807 0.016551975673618803 -0.0041922948938053839 -0.0054224322446170545 0.00042233498181928658 -0.025879553876536097 0.015085277680708983 -0.046512537451272498 -0.0077567602292815379 0.018719943417235905
leaf_weight=25.863029410946183 11.493145078420637 1.1049312135728531 3.5321890808409071 4.6768169733695677 5.9904797184281033 1.9601667509414253 2.3517640698701143 6.5622198358178121 2.5014041457325211 2.1309501715004444 2.8147359061986208 6.5262505114078539 4.5896365419030181 5.5653195902705184 4.4827433079481125 7.5400270260870448 14.825213618576525 1.9884158172644664 6.280102048069244 6.5401461459696284 10.442022010684015 9.8602675199508685 7.0076201111078253 3.8977955617010576 163.13866982919717 4.5302588827908039 5.7102385801263145 1.7588636893779028 3.5929709486663342 5.9508848190307617
leaf_count=335 41 44 19 33 46 23 48 26 17 10 39 23 23 17 27 32 70 22 28 33 42 30 32 34 1648 47 30 14 45 22
internal_value=0.000438736 -0.00131422 0.000747469 -0.000621358 -0.00883493 -0.00625559 -0.0178701 0.00075682 0.000459653 -0.00737937 -0.0183128 0.000794774 0.000954746 0.00810744 0.00134501 0.00167651 0.000480757 0.000676277 -0.000139385 0.00397491 0.000510196 0.0039721 0.00793395 0.000161462 -0.000404959 -0.0164186 0.00433348 0.0008417 -0.0204937 0.0101773
internal_weight=345.209 53.0194 41.6121 38.0799 11.4073 10.3024 4.31193 292.19 280.697 11.5079 4.94569 269.189 266.687 16.5743 11.009 33.4031 250.113 245.523 196.848 48.6753 33.8501 27.3099 16.8679 194.86 171.567 8.42805 23.2931 17.5828 5.35183 12.231
internal_count=2900 580 419 400 161 117 71 2320 2279 75 49 2204 2187 67 50 367 2120 2097 1890 207 137 104 62 1868 1729 81 139 109 59 50
is_linear=0
shrinkage=0.0276241


Tree=418
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 2 1 1 2 2 1 0 0 2 2 1 0 2 2 1 1 2 0 2 2 0 1 2 2
split_gain=0.247325 0.951648 0.576829 0.319114 1.18254 0.24439 1.98415 1.40379 3.56167 1.4885 0.973692 0.797605 1.77884 1.25564 1.02047 1.53263 0.985204 3.07203 1.66845 1.9886 1.13086 2.63631 1.8035 0.652606 2.33842 2.262 1.34158 0.991104 2.33635 2.09287
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.48250052395000009 45.027406014450008 47.480720532750006 45.90502654165001 0.44922307715000004 0.40259273675000007 50.264779514000004 46.650420857800007 0.46613873835000008 0.58736265385000019 0.59014700160000022 37.511241581900002 42.508878681700004 0.45772581660000006 0.57600071855000012 40.922041107600009 40.532725462000009 0.45206730335000006 0.44705248345000009 39.091773401050006 0.55041765215000005 39.995120105550008 41.24714903835001 0.55892039160000018 0.41753240920000007 41.590548329450009 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 11 8 -7 -9 -8 16 -13 -14 -15 -16 17 20 19 -19 21 23 -22 27 26 -26 -25 -1 29 -29
right_child=1 2 -4 4 -6 7 10 9 -10 -11 -12 12 13 14 15 -17 -18 18 -20 -21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00053246021907759787 -0.04970550920555223 0.02397974893407399 -0.037401068994467393 -0.039130914443436596 0.0057010230329287842 0.0045634797315876469 -0.047610497210022022 0.032680122682539461 -0.042167885035292153 0.0001327294535553981 -0.012182074274737354 -0.041247494753779687 0.040633956342649172 0.035627792376612628 -0.040427358978942958 0.00431334674087956 0.012799209879419944 -0.042825876208005258 -0.051780839080350666 0.03858220339322696 0.0033440648854170837 0.022765308718183594 -0.037539776110588632 -0.046405715927580873 0.017477780025214867 -0.009401050181228018 -0.010540220921259402 0.010363738686461539 0.02282055071924478 -0.01296004559220456
leaf_weight=223.96963206943474 0.56889133462391228 0.66482310369610775 0.52827480425912643 0.87908632538164955 4.2809919994324446 16.989309777505703 1.3464735131710757 3.7138589508831492 2.2947698610369107 3.2801674038637429 3.3642011536285281 1.7949060656683276 0.77788225281983603 0.5831147446297108 1.6254586367285813 2.28088800504338 8.5126186262350512 0.76257632288616084 2.1129562277346849 0.72613979130983353 2.9996505770832291 6.956302121281623 2.4137344541959465 2.193096931558105 6.5830465629696873 9.4557457007467729 3.1493833586573601 11.684035392478114 8.6124439996201527 8.0578088816255313
leaf_count=1517 23 4 129 129 42 113 36 14 79 50 42 64 8 26 84 32 54 37 22 3 21 24 23 50 23 62 41 50 57 41
internal_value=0.000507643 -0.00608 -0.00217359 0.00102128 -0.00193668 0.000643261 0.000366886 0.00390323 -0.000997466 0.0174155 -0.0223087 0.000716819 -0.0109776 -0.000662804 -0.00781823 -0.0143036 0.000993787 0.000646866 -0.0316666 -0.00311807 0.00105369 0.00136112 -0.0148853 0.000817127 -0.00508877 0.00163124 -0.0252631 0.00131758 0.0075192 0.000843929
internal_weight=343.162 6.92207 6.35318 5.8249 5.16008 336.24 309.962 26.2781 19.2841 6.99403 4.71067 305.251 7.06225 5.26734 4.48946 3.90635 298.189 289.677 3.60167 1.48872 286.075 280.661 5.41339 273.705 21.3813 16.0388 5.34248 252.324 28.3543 19.7418
internal_count=2900 327 304 175 171 2573 2317 256 192 64 78 2239 214 150 142 116 2025 1971 62 40 1909 1865 44 1841 176 85 91 1665 148 91
is_linear=0
shrinkage=0.0352078


Tree=419
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 1 2 2 0 2 1 0 2 0 2 2 2 2 2 1 2 2 2 2 0 1 0 1
split_gain=1.35505 3.04575 1.65418 1.56736 2.34036 7.16701 2.75496 2.17802 4.58047 2.06847 2.94005 1.91904 2.11732 2.27253 1.75605 1.65101 1.55724 2.88316 1.52996 1.37541 3.99279 3.27995 1.2421 1.58541 1.87377 2.90471 2.02528 2.01138 1.46431 1.44735
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 0.53484925600000011 0.40621538280000008 0.41753240920000007 0.39971857130000005 0.39584144190000009 43.968221017800005 44.215931556700006 0.53136133645000017 38.238138001450004 0.43166372265000008 0.56369569775000017 36.82350895510001 0.52215502530000013 44.015822920550008 47.833738492450003 38.592454371550012 42.178283198950005 42.686561923500008 0.34479506600000004 43.162556114600001 42.801286935650005 42.487106141350004 41.621607100200002 0.48851830785000006 0.36000419150000007 0.49320379630000005 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 7 6 -6 -5 -3 14 -10 -11 12 -7 -14 -9 -16 22 -18 -13 -1 21 -21 23 24 25 27 -27 28 29 -4
right_child=1 3 16 4 5 11 -8 8 9 10 -12 18 13 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00032359276613102168 -0.0031959238579645334 0.00083784852514834514 0.0020339835081158914 -0.00023094991015188595 -0.0039017509620406818 -0.0036322311676273197 0.0023218176430387272 0.00039307379787641123 0.0025395572661534465 -0.0031535466847675813 0.0011751920676108035 0.0018156484425623461 0.0014990861287358655 -0.0016239641254391006 -0.00047359934645334198 -0.0035700165315801949 -0.0024169873884247448 0.0008157495011277008 0.00017127016283186096 0.00065165671815526141 9.2441547443340027e-05 -0.0029845843416463668 0.0016137211552117588 -0.00083573572415639153 0.0020032327270810388 -0.0022722804420674649 0.00011926869889503986 0.00041502085691650688 0.0028193862398419494 0.0003873123015151199
leaf_weight=70.684813039377332 2.4134252797812215 5.8225232847034958 7.1699941270053449 5.8997877761721593 3.6450281874276689 2.0278839147649688 7.9060946628451347 1.4945313856005693 2.5742357224225989 2.090055238455534 3.1344533115625381 4.7606025934219351 3.0794790210202336 4.710099336123676 1.7331246202811579 6.6816602628678083 3.9146756511181575 5.0478008836507797 90.1691378239193 2.7954476196318847 42.059806526638567 6.8165730480104685 9.3685614168643934 6.29807224869728 7.315318450331687 4.5056772455573064 7.6086656749248505 51.45134424418211 4.767821453511714 10.531557995826004
leaf_count=428 56 30 25 40 54 44 30 21 11 76 14 29 20 240 25 78 54 24 759 25 318 66 33 32 22 22 37 218 25 44
internal_value=0.000166546 -4.61134e-05 0.000297629 6.05084e-06 0.000134703 -4.92194e-06 0.00123092 -0.000662061 -0.00115524 0.000465449 -0.000556512 0.000130681 -0.00105917 -0.000389319 -0.00243074 -0.00293227 0.000536472 -0.000596262 0.000253734 6.73294e-05 -0.000283228 -0.00192706 0.000629596 0.000537072 0.000629692 0.000512903 -0.000770218 0.000723185 0.00142883 0.00105429
internal_weight=388.478 148.142 240.336 145.729 122.198 108.392 13.8059 23.5306 17.7081 7.79874 5.22451 104.747 9.81746 7.78958 9.90932 8.41478 117.979 8.96248 94.9297 122.357 51.6718 9.61202 109.017 99.6485 93.3504 86.0351 12.1143 73.9207 22.4694 17.7016
internal_count=2900 1527 1373 1471 1216 1146 70 255 225 101 90 1092 304 260 124 103 536 78 788 837 409 91 458 425 393 371 59 312 94 69
is_linear=0
shrinkage=0.00282697


Tree=420
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 2 2 0 2 2 2 1 2 0 0 1 2 0 2 0 1 0 0 2 2 2 2 2 0
split_gain=1.77437 3.08705 2.47233 1.87501 2.83975 2.13658 1.69986 2.80684 1.60701 1.95206 2.9752 2.97225 2.25847 1.56958 2.05101 6.56456 2.03153 1.78012 1.76538 1.58106 1.50833 1.25852 2.40587 1.7398 1.69223 3.25751 1.18519 1.45997 1.18577 1.21865
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.3447651268000001 40.421032462050007 41.792045663550006 43.968221017800005 42.718072821900002 0.53136133645000017 44.215931556700006 43.968221017800005 42.448133449100006 0.39584144190000009 38.238138001450004 0.54910032635000017 0.55240861050000023 0.42194844465000009 49.700765821350011 0.55754318735000019 37.962710038050005 0.47305469895000007 0.41753240920000007 0.54017843775000018 0.53905571685000009 38.771633980050005 40.878805547300004 40.621691032550004 40.337496327150006 40.922041107600009 0.51589772760000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 20 -5 -6 7 -7 9 10 11 12 -3 19 21 -16 17 -17 -18 -10 -1 23 -23 -15 -24 -26 27 -4 -28 -30
right_child=1 8 26 4 5 6 -8 -9 13 -11 -12 -13 -14 14 15 16 18 -19 -20 -21 -22 22 24 -25 25 -27 28 -29 29 -31
leaf_value=-6.3655718971207913e-05 -0.0024632520295699151 0.00094676028387175243 0.00049848889354767547 -0.0029574096395455444 0.00076663575301386718 -0.00033719082294116347 0.0002023745063881344 -0.002776152595764456 -0.00035062865716513824 -0.0024390015858285615 0.0019668278065698148 -0.0028029063481474353 -0.0011259504480657925 0.00052493705392425249 -0.0033364932263421367 -0.0026390717192668186 0.0011180284330858865 0.00026833611167154927 3.7772956721115894e-05 -0.0027931469545704594 0.00089028852442784418 -0.00043062172598686525 0.0024231856878599942 -0.0010625934032462646 -0.00021394360064647179 0.0015560927158568317 -0.0008163908656666516 0.0014987470316882279 0.00037332612669022612 -0.00043984315079715204
leaf_weight=32.512715103570372 2.4267513668164602 4.494307968765499 70.986396837979555 2.1991023750742924 5.7273931857198503 5.2859012037515622 5.0796586126089087 3.8571014394983649 14.173244466539471 2.3950135619379571 2.2702257372438899 2.6096372948959461 5.5552911590784788 10.251404028385876 2.7642185427248469 2.3688461184501639 8.046880027279256 1.7163004856556652 64.103013478801586 1.3738389165373508 10.31926821079105 6.111137447878721 3.8221311718225506 4.785282038152217 8.1946973279118556 12.272396091371773 4.7815084531903258 7.6381087228655806 87.600738115608692 9.6712612053379399
leaf_count=332 56 20 288 51 26 39 27 63 317 78 10 36 66 47 27 32 33 16 627 25 37 31 8 30 31 37 24 30 384 72
internal_value=0.000148304 -3.00545e-05 0.000264277 -9.93763e-05 -0.000612894 -0.000354457 -0.000805916 -0.0013661 7.48188e-06 -0.000617093 -0.000324819 -0.000735788 -0.000199008 8.47799e-05 0.000166146 -4.55169e-05 7.38111e-05 -0.00141758 0.000158254 -0.000566465 0.000166173 0.000534156 0.000788607 1.97206e-05 0.00109536 0.000847398 0.000395066 0.000595661 0.000240523 0.000292477
internal_weight=405.394 159.735 245.659 64.9811 22.1492 19.9501 14.2227 9.143 157.308 17.3245 14.9295 12.6592 10.0496 139.983 124.436 78.9993 76.235 4.08515 72.1499 15.5471 42.832 45.437 30.4004 15.0367 24.2892 20.4671 180.678 78.6245 102.054 97.272
internal_count=2900 1527 1373 575 206 155 129 102 1471 210 132 122 86 1261 919 735 708 48 660 342 369 184 107 77 76 68 798 318 480 456
is_linear=0
shrinkage=0.00217391


Tree=421
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 1 1 1 0 1 0 1 0 1 0 0 2 2 0 2 1 2 2 2 2 0 2 0 1 1
split_gain=0.263229 1.18897 1.00777 0.50821 0.678076 1.28464 0.478087 1.6058 0.571341 0.349745 2.33708 2.73476 1.64073 1.28348 2.48209 1.70602 2.31436 2.02316 1.78615 1.66906 3.39939 2.09163 1.94573 1.62592 1.56905 1.16755 1.07555 1.47429 4.10603 1.01639
threshold=0.39672464895000009 49.110028829250005 44.921040431000009 0.3972336157500001 0.41932876265000008 0.31148768000000004 0.32272985840000007 0.33263974130000007 0.45462710695000008 0.38398550940000004 0.51929582950000019 0.38906020780000011 0.51243974730000008 0.37982395740000008 0.51017933595000009 0.50300889195000009 39.646013290900008 38.592454371550012 0.50482021495000018 40.12915366295001 0.34554354660000003 39.468990633150007 40.621691032550004 39.852039223600009 40.922041107600009 0.49678153350000009 36.372781240150012 0.49850303880000008 0.34392682850000006 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -6 8 -8 13 11 -11 -13 14 15 17 -17 26 -18 20 21 -19 -21 -16 -24 -26 27 28 -9 -12
right_child=3 -3 -4 4 6 -7 7 9 -10 10 29 12 -14 -15 23 16 18 19 -20 22 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.033388581193187793 0.015693569940109196 -0.040531810566417741 0.0054776523303482795 -0.045815244359208147 0.0092102900113802053 0.0039465639592527989 -0.0098907667439312313 0.024957751512368911 -0.039646819523393363 -0.050582149770581543 0.01172869170274936 -0.034629423557414982 0.016288270757497864 0.014332198091473902 -0.00064706071149500091 -0.010768436677823344 0.035893130375468561 0.014063945289687952 0.0078632161252937486 0.014030278398328993 -0.033600559402503415 -0.013544527728184857 -0.019251300362283844 -0.032344555437157654 0.0010655445290505439 -0.016309522980700302 0.01632630951114511 0.014559649964493564 -0.041073150243576551 -0.00033172696594850268
leaf_weight=0.80728502222336729 2.2858847258612505 0.88173021003603924 4.5721276514232159 0.93125056754797642 6.5585349136963478 1.2494204376707783 1.3641611784696572 1.6947728144004961 1.2923841271549461 2.0415758341550818 7.5697616785764685 1.0125797360669824 1.8220638271886853 7.8598560430109492 3.0366911608725777 3.0979344472289077 4.4617460593581182 5.197973467409609 4.9124674648046494 10.300117194652556 4.5990354958921662 6.1749370358884335 4.442780975252389 3.682837531901896 86.636590102687478 4.1689618676900855 12.125041025923563 4.1655865460634232 2.2603047657175921 142.03029057752428
leaf_count=116 12 10 20 29 40 43 14 14 27 14 33 57 15 34 16 16 23 21 32 48 32 29 24 58 467 23 54 16 36 1527
internal_value=0.000502474 -0.00601291 -0.000354978 0.000623533 0.000520606 -0.0173041 0.000637505 0.00046501 -0.0243668 0.000669056 -0.000433633 -0.0222824 -0.00190034 0.00167807 0.00106015 0.00189138 0.0132627 0.00089097 0.0212043 -0.000672786 -0.0103345 -0.000926112 0.000789264 -0.0180198 -0.000642614 0.00026784 0.0102771 0.00124489 -0.0127785 0.00027853
internal_weight=343.237 6.26114 5.37941 336.976 334.69 2.18067 332.509 325.95 2.65655 323.294 154.476 4.87622 2.83464 168.818 160.958 154.238 12.4721 141.766 9.37421 121.52 15.9719 11.3729 105.548 6.71953 95.2483 90.8056 20.2457 8.12066 3.95508 149.6
internal_count=2900 146 136 2754 2742 72 2670 2630 41 2589 1646 86 72 943 909 835 71 764 55 644 82 50 562 74 514 490 120 66 50 1560
is_linear=0
shrinkage=0.0320699


Tree=422
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 0 1 2 2 2 0 2 2 0 1 2 1 2 1 2 2 0 2 0 0 0 1 0
split_gain=1.02248 4.02704 2.89662 4.51052 2.72336 1.77779 2.77843 1.60921 2.60814 4.08069 2.45996 1.48931 1.42402 1.38933 3.26391 2.99417 1.53752 1.28741 2.87311 3.49327 1.74904 1.67181 2.01328 1.64135 1.41332 2.8227 2.25089 1.61187 4.1449 1.31587
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.104429861650011 0.37668033890000002 0.49678153350000009 0.48181192180000004 0.35877668335000007 38.592454371550012 41.322103772800006 43.124157941850008 0.51589772760000019 42.178283198950005 42.686561923500008 0.47760546090000006 0.34479506600000004 41.532441862050007 0.34569324270000007 41.872669623500009 0.34554354660000003 40.79983011445001 38.512991772500008 0.47943175355000006 39.039757512550004 0.47778509625000004 0.46594413340000007 0.47706655490000011 0.32600820335000008 0.41932876265000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -2 -7 13 10 -10 -9 -12 -4 17 15 16 -15 20 19 -19 23 22 -22 24 26 27 29 28 -26 -1
right_child=2 -3 12 4 -6 6 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0029599233872006528 0.0021016998116427988 0.0021317960793920173 0.0013158499798240637 -0.0041836656678634109 -0.00034717980110089773 -0.0038153739469734406 0.001685672559831394 0.0016940044916208862 0.00046521839805444031 -0.0024969503592410969 5.056816661429784e-05 0.0013727091619170054 3.6777067619394253e-05 0.0010154288452018856 5.0144279687031538e-06 -0.0036588737555842154 -0.0017545068670812912 0.00091429780335645428 0.002269513378837117 -0.0026405225092102818 -0.00011733776462070535 0.00038233142784954515 -0.0033916120976972262 0.0012135910956832118 0.0014334164680395711 -0.0020367681673138945 0.0016428631708357553 0.0011043933508441774 -0.00258788242163929 8.0363357565814566e-05
leaf_weight=1.2776916397269795 2.5733272135257703 8.1347593888640386 6.5460499897599211 4.0337674580514431 2.0093185245059431 1.3174757449887695 1.3449563551694153 16.675112161785364 11.793779008090498 4.720430805347859 22.580075263977054 8.5008034482598287 174.51499017514288 2.5526710646226984 40.24067416251637 3.6576028056442738 3.3706516921520233 7.9870032295584696 6.7269536703824988 2.6749208606779575 2.4249171509873104 3.702815055847168 3.1033363463357091 10.282334983348845 3.5086135976016539 5.8962707072496405 7.572769470512867 6.9754408299922943 3.949410698376596 5.3646244667470455
leaf_count=63 8 34 27 40 28 29 16 70 44 43 88 31 1611 23 313 39 29 38 23 34 32 15 25 33 18 31 26 22 33 34
internal_value=0.000139603 0.000277691 5.568e-07 -0.00132324 -0.00290804 0.000505916 -0.00103646 0.0001964 0.000540821 -0.00038149 0.00085976 0.000412182 8.30205e-05 1.38634e-05 -0.000331236 -0.00174351 -0.000560796 0.000254508 0.000891732 2.24454e-05 4.9533e-05 -0.00101767 -0.00195538 0.000269297 -1.17742e-05 -0.000467149 0.000639481 0.000174062 -0.00069607 -0.000504455
internal_weight=386.014 193.674 192.34 11.2788 6.04309 5.23576 2.66243 185.539 64.2702 16.5142 47.756 31.0809 181.061 121.269 49.8216 9.58093 5.92332 71.4471 17.3889 10.6619 54.0582 9.23107 5.52825 44.8272 34.5448 20.3297 14.2151 14.4335 7.45802 6.64232
internal_count=2900 1141 1759 121 68 53 45 1107 276 87 189 119 1638 831 404 91 52 427 95 72 332 72 57 260 227 104 123 73 51 97
is_linear=0
shrinkage=0.00269235


Tree=423
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 0 0 0 0 2 0 1 2 1 0 0 2 2 2 0 2 1 0 1 2 2 0 2 1 0
split_gain=2.48285 3.0624 3.38786 3.00569 2.59096 2.58579 5.74059 2.50265 3.19194 2.18677 2.51775 2.79582 2.36095 1.9487 2.0682 1.93852 2.92195 2.63824 2.28316 2.25949 1.96517 1.7422 1.85381 2.78358 1.83216 2.21647 1.93933 2.5227 2.48208 1.8342
threshold=0.52324780695000006 0.48181192180000004 44.015822920550008 0.39971857130000005 38.238138001450004 0.54910032635000017 0.55240861050000023 0.5089817670000002 0.50356276755000018 44.269496632500008 0.53321756835000012 0.41640968835000008 41.941595803500007 0.42970270350000012 0.55754318735000019 0.52772372085000019 39.420767558750008 39.091773401050006 43.633733172900008 0.52511900840000014 41.21013581150001 0.45206730335000006 0.57600071855000012 0.44705248345000009 44.710446918150005 43.509905336500005 0.61802041855000012 46.177190236600005 0.5024400467000002 0.60665848330000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 15 -5 9 -7 8 -4 12 11 -11 -6 14 -8 17 -17 -2 20 -19 -18 22 23 -15 25 -23 29 -28 -29 -26
right_child=3 2 7 4 5 6 13 -9 -10 10 -12 -13 -14 21 -16 16 18 19 -20 -21 -22 24 -24 -25 26 -27 27 28 -30 -31
leaf_value=5.8961959294598679e-05 -0.002596923011771949 0.00056096024086823985 -0.0014760101992474174 -0.00065719415879455839 0.00037346983174095679 -0.0028922273202905192 0.00016153168314908653 -0.0024216262899532325 0.0015916183924632506 -0.001288631015351405 -0.0024169664190459806 0.0018352026162504742 0.0013554396149665986 0.00028459712764391235 -0.0024312208127649534 0.00071823347552221685 -0.00042003332156957326 0.00033404415490439593 -6.8135646688206048e-05 -0.0016098544276377125 -0.002503381937660659 -0.00030342530152537397 -0.00060558884082066191 0.0016886093009064833 0.0002983630051488797 -0.0025706102411101077 0.0015861901053343815 -0.0029471188799144255 -0.00019524721063252104 0.0019565998819930483
leaf_weight=128.29191165789962 3.2314262036234132 109.45978050120175 2.518379559274762 14.584468830085823 26.139899328351021 2.397573994472622 2.1344117242842904 2.2427351840306073 2.2817935515195131 2.0171876037493339 1.7554200030863283 2.0275162644684315 12.908736951649187 16.489007739350207 2.2102355249226093 7.8328017666935947 2.9618523418903342 4.3863638080656511 8.7069508442655188 4.0671022348105907 3.4701597988605499 20.607201852020811 4.5086185857653609 7.1424732320010653 7.1359003484249133 1.6432306836359192 1.6833731734659512 1.6753767468035219 3.7370856783818454 3.5132706901058555
leaf_count=843 40 443 37 334 98 23 15 46 10 21 19 29 43 73 33 36 19 23 61 45 39 299 37 23 52 26 9 16 89 19
internal_value=0.000138293 0.000259199 0.000479698 -3.68708e-05 9.04073e-05 0.000181476 -3.21946e-05 -0.000783267 -1.7793e-05 0.000538213 -0.000538143 0.000277274 0.00069809 6.24125e-05 -0.00115747 -0.000530133 -0.000213248 -0.00115311 -0.000695191 -0.000601198 -0.00154403 0.000140198 0.000498335 0.000708951 -0.000111781 -0.000470861 0.000338468 -0.000422366 -0.00104706 0.000845432
internal_weight=413.762 244.795 116.503 168.968 134.311 119.727 74.8778 7.04291 4.80017 44.8488 5.80012 4.0447 39.0486 72.4802 4.34465 34.6567 22.9718 11.6849 15.139 8.45347 6.43201 68.1355 28.1401 23.6315 39.9954 22.2504 17.745 7.09584 5.41246 10.6492
internal_count=2900 1379 536 1521 1258 924 714 93 47 210 69 50 141 691 48 263 155 108 119 68 58 643 133 96 510 325 185 114 105 71
is_linear=0
shrinkage=0.00187865


Tree=424
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 2 2 2 1 2 2 0 0 1 2 0 2 0 0 1 1 2 0 1 2 2 0 0 2 2
split_gain=1.40833 1.99438 2.14303 1.79294 1.68067 3.80932 1.72216 2.87788 2.54896 1.70002 3.15871 1.45567 2.2786 1.43304 2.06875 2.27624 1.65587 2.95131 5.56244 1.32932 3.02302 2.04401 1.48061 3.87265 3.79588 2.47683 2.37805 5.1581 1.44865 2.17906
threshold=0.39167988980000007 0.39458399450000009 0.53136133645000017 41.919251152600005 0.34581299960000006 42.988308018450006 43.542456167850005 47.833738492450003 0.3459626957000001 43.124157941850008 42.674081447500008 0.47905751325000007 0.49320379630000005 0.34193587020000005 48.315732392000008 0.37331217625000007 43.968221017800005 0.48015029490000011 0.47512050540000011 0.39584144190000009 0.3982365797500001 38.238138001450004 0.54511840960000013 0.41917906650000009 44.215931556700006 41.532441862050007 0.53321756835000012 0.53136133645000017 37.962710038050005 44.269496632500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 8 11 -6 10 -10 -8 -13 14 15 -7 17 18 -15 -3 28 -22 24 -24 25 -23 27 -26 -21 -30
right_child=1 19 -4 4 6 13 7 -9 9 -11 -12 12 -14 16 -16 -17 -18 -19 -20 20 21 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.00042434482784160674 -0.0028790822357218828 0.0011974076258955487 0.00024628658679840313 -0.0010886351450933331 0.0022914484559756199 0.0012387188691333499 -0.0023242945912096474 0.001003533017586281 0.00067070190513027889 0.0013877751940979217 -0.0013984875289877561 0.0013986254642673777 -0.0012761148398721834 0.0014311504737658017 0.00026621710081581106 -0.0027434271535565422 0.0016102749670171646 0.0012420186290476799 -0.0036020711775676213 0.00012927922785736939 -0.0007967086239816292 0.0002969224462052027 -0.002787410268448409 6.7779824084110131e-05 -0.0026950704904806192 0.0015817073070009365 -0.0031982320664971811 0.0021380379403680549 -0.0029812867044743396 0.00024412606237355229
leaf_weight=141.81151202740148 2.7133404444903126 5.0384652744978657 2.136916714720428 19.577986008487642 4.4850327912718084 1.05231109261513 3.1003187373280552 6.3453776836395255 12.768238808959728 6.7329668710008255 5.8669651583768418 2.5201625972986204 5.5732771260663867 2.2551267705857772 9.4005872858688218 3.0464500184170902 6.475749857723712 5.7267813459038734 2.5483447182923555 2.3165051396936169 13.69317199703073 19.150512812193483 2.6746350163593879 80.323000412085094 2.3078200139570972 14.266887743026016 2.0086770951747894 2.513772189617157 4.0168340597301722 1.5942808054387567
leaf_count=718 58 23 20 163 14 10 25 27 59 31 41 10 58 10 43 93 22 17 32 20 345 84 43 710 72 61 19 6 52 14
internal_value=0.000144599 -2.89286e-05 -0.00150211 0.000256825 1.31106e-05 -0.00028505 0.000328201 -0.000252329 0.000669271 0.000382473 1.92541e-05 -0.000964237 -0.000443245 0.000230681 -0.000337172 -0.00172106 0.000681443 0.000110242 -0.00123908 1.87372e-05 -2.22571e-05 5.88757e-05 0.000153935 -2.42299e-05 0.000521343 0.000845436 -0.00106429 -0.000175294 -0.00142371 -0.00206485
internal_weight=394.042 154.755 4.85026 239.287 97.4757 50.0833 47.3923 17.5391 29.8532 25.3682 18.6352 11.1938 8.09344 30.5054 13.4993 4.09876 17.006 10.5303 4.80347 149.905 144.866 136.938 123.245 82.9976 40.2477 33.4174 6.83027 4.82159 7.92762 5.61111
internal_count=2900 1527 78 1373 655 390 265 120 145 131 100 93 68 227 146 103 81 59 42 1449 1426 1340 995 753 242 145 97 78 86 66
is_linear=0
shrinkage=0.00233427


Tree=425
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 2 1 1 0 0 1 2 0 0 1 1 0 2 0 0 2 0 2 2 2 2 0 0
split_gain=1.35825 2.80094 1.83654 4.71538 2.86231 1.69986 2.47564 1.30675 2.11829 2.12835 4.14263 2.87128 2.11548 3.19157 1.96864 1.82861 4.27192 2.54506 4.75588 2.44799 2.34284 2.11953 2.52255 5.52982 1.82851 3.31363 2.82829 2.16958 2.65718 6.73625
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.823855932350007 50.065525775750011 0.43672345135000007 36.735256530150004 42.178283198950005 0.42552618185000007 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.41917906650000009 39.749124837650008 0.52898116820000018 0.54191491270000014 0.4211999641000001 0.40105086675000007 0.52511900840000014 44.611732354850012 0.53321756835000012 0.50300889195000009 43.45354240915001 0.5089817670000002 43.19689381845 43.061965423550006 42.988308018450006 42.773538294100007 0.48218616210000004 0.47760546090000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -3 -7 8 9 -1 14 -12 13 -13 -11 16 17 18 21 -19 -20 24 -23 -24 25 26 27 28 29 -9
right_child=1 5 4 -5 -6 6 -8 15 -10 10 11 12 -14 -15 -16 -17 -18 19 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00044898975130403234 -0.0017521744127485968 0.001628610483029162 -0.0034145380812421228 0.0026247124174952328 0.00087843587889106052 -0.0030496005418846825 6.3138973224637074e-05 0.00048104478970684622 0.0016627613012354971 -0.00074907985623487818 0.0021050447062159121 0.00019207547396812375 0.00045613086504006623 -0.0035476143031862029 -0.0035210367108980162 0.0015486878848844292 -0.0035162147169388201 0.0026848440820736803 -0.0034221459710306601 -0.00011284764444516695 -0.00059673989014585112 0.0020850602104086863 0.0020632798440104977 -0.0036825334278728057 0.00029832444467701481 -0.0032079430122957868 0.0021202491612181836 -0.0021363551679414198 0.0010690047770256731 -0.0037123282477150676
leaf_weight=156.42822962685023 5.826386340428142 4.8738474100828162 4.5773842558264723 2.6077770590782166 1.5122107677161691 1.9250964740640473 65.345738875737879 8.1737695112824564 9.0329494923353177 3.9173967596143511 4.7751280963420895 3.8058330854401019 11.492985278367994 2.9764784015715122 3.5968560390174389 5.3899676240980616 2.563710617600008 4.89577968418598 4.3650114908814412 4.299053430557251 4.2289049066603184 7.6077918820083124 2.8748514465987682 2.1372419968247414 38.039733198471367 3.164617179427295 3.1672425996512166 5.268798201577737 7.6476474776864043 4.2675288897007695
leaf_count=827 84 18 58 6 19 174 682 62 34 47 14 21 43 24 41 23 75 13 60 39 22 32 11 43 256 41 14 46 25 46
internal_value=0.000166391 -0.000132375 -0.00121631 -0.000398875 -0.00234848 8.5837e-05 -2.59386e-05 0.000251535 0.00038322 0.00032141 -0.000331537 0.000237122 -0.000250944 -0.00144912 -0.00207594 1.27219e-05 -6.78884e-05 2.0395e-05 -0.000116743 0.00137678 -0.00203182 8.31132e-05 0.00110333 -0.000386833 -0.000101529 -0.000581507 -0.000290126 -0.000591187 -0.00018593 -0.000957337
internal_weight=390.786 86.6684 14.5238 8.43416 6.0896 72.1447 67.2708 304.118 196.026 186.993 30.5647 23.0504 18.2753 6.78231 7.51425 108.092 102.702 100.138 90.9431 9.19483 8.59392 82.3492 12.6199 5.01209 69.7293 31.6896 28.525 25.3577 20.0889 12.4413
internal_count=2900 1041 167 90 77 874 856 1859 1051 1017 190 102 88 45 88 808 785 710 658 52 82 576 86 54 490 234 193 179 133 108
is_linear=0
shrinkage=0.00270533


Tree=426
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 2 0 0 1 2 2 0 0 0 0 0 2 2 0 1 0 1 0 0 1 1 1 1 1 1
split_gain=0.277165 0.926253 0.980066 1.69703 0.752089 0.696238 1.55656 0.960093 1.95756 0.496754 0.639727 0.999564 1.52357 1.23994 0.957348 0.686783 0.971674 0.674355 0.657033 0.496449 1.15878 0.661386 1.07597 1.60403 3.03636 0.604208 2.52889 1.81045 1.46532 2.37942
threshold=0.47727612945000003 0.34518427590000006 0.34506451900000007 0.34482500525000009 0.47760546090000006 42.718072821900002 0.46594413340000007 0.47694679800000012 0.35675578575000005 35.131296350900008 38.938637541200009 0.47577916830000005 0.47305469895000007 0.4588185982500001 0.42646926740000007 0.3972336157500001 41.495754733000005 37.511241581900002 0.39672464895000009 0.3447651268000001 0.48015029490000011 0.34491482290000003 0.47778509625000004 0.47868327295000007 0.34545372890000009 0.35585760905000008 0.35759408400000009 0.34988473400000003 0.35877668335000007 0.36106703390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -2 7 -7 8 -3 -1 17 12 13 14 15 18 -17 -11 -12 20 -6 -21 -23 24 -24 27 -27 -25 -28 -30
right_child=4 5 -4 -5 19 6 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 23 25 -26 26 28 -29 29 -31
leaf_value=0.013607067838519624 0.010710684786902385 -0.036658502022899733 0.018539730117278809 -0.024745713710275414 -0.017313085124172279 0.00062550421021551007 -0.036320716072933842 0.0094297355279319983 0.0060910259799150162 0.0019247054479532046 -0.0048265897188462699 -0.017316089199692991 0.016612229745027889 -0.022335589350069237 0.01144454833479854 0.00073485195681029843 -0.041322514179444825 -0.018445760509309735 0.014519124764653219 0.011414418101672989 0.0056025270779494086 0.016938957444878888 -0.040686675633028274 0.001710820696474296 0.0036673498450396861 -0.033930515316439758 0.025839403185906201 0.018877867502778745 -0.033319785534304695 0.00043162426462302892
leaf_weight=2.7407185407355419 7.1741140931844702 1.8142890931630953 2.6728703210828817 2.5277832541614762 4.4235957674682123 2.0082359237130731 2.2543953098356724 3.1047982573509216 2.2165845391573384 2.8562391353771082 6.0665954720461865 2.2752972003072491 6.4500424973666659 2.1579655157402149 6.4722528979182234 1.0722823776304715 0.97861210349947203 3.220167956314981 2.2385001629590988 5.4885129518806925 3.8390259183943272 3.7541708201169959 2.5101743414998046 56.758449140936136 3.3642418961971998 2.023395922034978 2.0806020498275748 6.3633040860295287 1.9653090611100186 192.85554269737622
leaf_count=53 25 40 13 26 24 23 48 11 39 27 123 15 22 24 40 7 36 26 7 21 19 12 24 240 24 15 10 33 13 1860
internal_value=0.000582925 -0.00144499 0.000661091 -0.000562453 0.000951134 -0.00915536 -0.0189144 -0.0033256 -0.0131505 0.00111103 9.74087e-05 0.00206384 0.0037974 -0.000556091 0.0022368 -0.00351783 -0.0193334 -0.00887054 0.000387725 0.00070583 -0.0066659 0.000925592 0.000713691 0.000486339 -0.0152854 0.000839901 1.43979e-05 0.00344143 0.000363222 9.11476e-05
internal_weight=345.728 53.1276 41.7293 39.0565 292.6 11.3983 4.26263 7.13567 4.03087 36.5287 33.788 27.7115 25.4363 18.9862 16.8282 10.356 2.05089 6.07641 8.3051 285.426 8.26262 277.164 271.675 267.921 5.87442 262.047 198.925 63.1218 196.901 194.821
internal_count=2900 580 419 406 2320 161 71 90 79 380 327 274 259 237 213 173 43 53 130 2295 43 2252 2231 2219 48 2171 1898 273 1883 1873
is_linear=0
shrinkage=0.030519


Tree=427
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 1 0 1 2 0 2 1 2 0 2 2 1 1 2 2 0 0 1 0 1 1 0 0 1 2
split_gain=2.33328 4.14377 3.50396 2.44031 2.20037 2.31663 2.14705 1.92082 3.34964 3.67442 2.7829 1.76491 2.45854 3.68741 1.72501 1.73416 1.70281 1.66805 1.81739 1.64894 3.38623 2.34952 2.59186 1.62835 1.59642 4.00443 1.82181 1.92922 1.82591 2.01337
threshold=0.39078171310000004 41.621607100200002 0.53136133645000017 0.38398550940000004 0.48140774230000011 0.35877668335000007 0.49128768600000011 0.34569324270000007 42.988308018450006 0.48015029490000011 41.872669623500009 0.34512439750000007 42.508878681700004 0.47470135625000004 38.238138001450004 37.962710038050005 0.34548366815000003 0.48627286610000009 45.027406014450008 42.178283198950005 0.48218616210000004 0.47886290830000006 0.35759408400000009 0.61532588845000014 0.39458399450000009 0.39584144190000009 0.52898116820000018 0.52877159370000015 0.39904493880000008 44.215931556700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 24 7 -1 6 16 8 9 10 -3 12 13 -12 15 -4 -6 -16 -19 20 -9 22 -21 -20 -2 -26 27 28 -27 -30
right_child=2 3 14 -5 5 -7 -8 19 -10 -11 11 -13 -14 -15 17 -17 -18 18 23 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00022044333388839357 -0.0016021578357978785 0.00077797256372165804 -0.00033171437367479872 -0.0017406942914247314 0.0014145548356639156 0.00050003986177112275 0.0022497976219492239 0.0019017889641077905 0.00024561020224347148 -0.0023813731303546537 0.00033558834456153772 -0.0018852775276439681 0.00060077663609504406 -0.0034053893146715319 0.00025515888532746624 -0.0027102077351641375 0.00020418158743604005 -0.0022003920387308603 -0.0022445408187572965 -0.001970092305735869 -0.00014074451013565469 0.00036694052059018647 0.00027809965825154921 0.00017505409698064699 0.0013658317959507451 -0.0024529868201004805 -0.0025574674370981115 0.0012580877049061321 0.00048760109059899277 -0.0022861371645146854
leaf_weight=56.28681285737548 6.7762856725603369 6.0099608935415807 14.045904758968389 3.2751389779150477 11.578047782182699 52.365569736808538 6.6276163905858985 7.1931612826883775 29.615261260885745 4.78779412806034 2.2639252971857768 4.8377760536968699 5.0888657108880579 2.1469030939042568 109.9800856038928 1.4107639045687381 8.37898902595043 2.2616834156215182 1.3526854142546643 4.2485790411010367 6.4280063435435295 32.763924703001976 4.3306418703868985 8.3053952218033356 3.963853225111964 2.5842308662831766 2.4989225268363944 1.8842612728476522 3.6269087102264166 1.5674377512186763
leaf_count=336 78 29 318 24 37 206 26 23 220 27 34 47 32 19 603 25 33 183 39 37 29 160 31 109 14 35 31 10 42 63
internal_value=0.000163678 0.000287867 -2.86799e-05 -1.20259e-06 0.000529384 0.000749641 0.0012413 5.07236e-05 -0.000220394 -0.000769458 -0.000390172 -0.000879833 -0.000367804 -0.00148528 9.4796e-05 -0.000548805 0.000906378 0.000176403 -0.00055025 0.000320787 0.000937891 0.000117472 -0.000835244 -0.000163828 -0.00076924 -0.000419232 -0.00100103 -0.000598521 -0.00104826 -0.000349398
internal_weight=408.485 248.227 160.258 112.99 135.237 78.9502 26.5847 109.715 54.7505 25.1352 20.3474 14.3375 9.49969 4.41083 137.357 15.4567 19.957 121.9 11.9198 54.9643 13.6212 41.3431 8.57922 9.65808 22.9019 16.1256 12.1618 9.66284 7.77858 5.19435
internal_count=2900 1350 1550 712 638 302 96 688 408 188 161 132 85 53 1277 343 70 934 331 280 52 228 68 148 273 195 181 150 140 105
is_linear=0
shrinkage=0.00204504


Tree=428
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 2 0 1 1 1 2 1 0 0 0 2 1 0 1 0 1 1 0 2 1 0 0 0 0
split_gain=1.48356 2.18964 1.88637 2.17053 3.01769 3.41901 2.6005 2.97475 2.09322 7.34756 2.61194 2.17793 2.0231 2.31454 1.97493 4.54654 1.81616 1.73218 1.59405 1.53637 2.40859 1.46757 1.55301 1.41035 1.22838 1.18498 2.64401 1.73491 1.18003 1.16929
threshold=0.39167988980000007 0.47727612945000003 0.53484925600000011 43.968221017800005 0.39584144190000009 0.39458399450000009 44.215931556700006 0.53136133645000017 0.40621538280000008 0.41753240920000007 0.39971857130000005 38.238138001450004 0.43166372265000008 0.56369569775000017 0.54910032635000017 0.55240861050000023 36.82350895510001 0.34518427590000006 0.52215502530000013 0.34500464060000008 0.47648274005000008 0.43625939340000008 0.49091344570000006 0.54317236010000014 43.673409002000007 0.48627286610000009 0.61532588845000014 0.61802041855000012 0.62406814170000013 0.42314601355000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 5 -2 -5 -8 10 -10 24 12 -11 -14 23 -16 -6 19 -18 20 29 -15 -23 -13 -4 -17 -27 -28 -24 -1
right_child=2 -3 8 6 16 -7 7 -9 9 11 -12 14 13 21 15 25 18 -19 -20 -21 -22 22 28 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00044241874790782387 -0.0017057589099321723 0.00038184834183488712 0.00070476241067915339 0.0022679178601363414 0.00026094711948302252 0.0015300070347747342 -0.0025952621673493398 0.00086982677104292447 -0.0031566171778987366 -0.0028678312409718206 0.0018029364995020183 8.1560266209722843e-05 0.0011112671098263622 0.00098935055751717431 -0.0034505021531880354 0.00022338366783825257 -0.00033602225452717842 -0.0008723989516469645 -0.0029494793827398581 0.001484964504220857 -0.0019890616271283357 -0.002834807847017555 0.0020219116327152564 0.0011649170948708034 -0.0013137574333473873 -0.0026037800676341253 0.0021780379370770261 -0.00044988389671615146 -0.0025095121872689007 0.00037902149890510386
leaf_weight=14.177048540208487 3.3015260016545716 181.79884521476924 3.7732263952493659 2.633066149428485 1.6547184437513331 3.8590632267296314 2.2825774266384542 3.3040618449449539 3.9611961990594855 2.26231316756457 8.001205198466776 11.020371405407788 3.4283648952841741 1.1796828419901428 2.0365100130438796 59.268801563419402 1.589410110376775 13.277009974932296 6.3610214963555336 3.8912377185188225 3.2209422625601283 3.1196111118188128 0.77876554767135509 16.1328504383564 2.9093991443514824 2.7201567519223309 1.6545044323429445 7.9281811517430469 0.5237005160888657 28.271468685939908
leaf_count=229 53 798 17 11 21 13 85 15 54 44 30 45 20 12 19 342 25 156 78 19 24 117 23 52 33 105 10 215 88 147
internal_value=0.000138653 0.000252014 -3.94768e-05 -0.000627147 -0.00110888 3.80955e-05 0.000355445 -0.000545932 7.2867e-05 -3.22288e-05 0.000903214 7.8221e-05 -0.000893883 -0.000399351 0.000187166 -1.13191e-05 -0.00196394 -0.000123618 -0.00242701 7.69763e-05 -4.29904e-05 -0.00132387 -0.00194097 0.000725227 -0.000174036 8.65399e-05 -0.000572703 3.84155e-06 0.000199899 0.000104675
internal_weight=400.321 244.637 155.684 24.9854 16.7657 7.16059 8.21971 5.58664 130.699 116.015 14.6838 112.054 11.2924 9.03012 100.761 73.6082 9.60515 62.8377 7.95043 49.5607 45.6695 5.60176 4.42208 27.1532 6.68263 71.5716 12.3028 9.58269 1.30247 42.4485
internal_count=2900 1373 1527 301 190 66 111 100 1226 1146 80 1092 304 260 788 691 124 575 103 419 400 240 228 97 50 672 330 225 111 376
is_linear=0
shrinkage=0.00233427


Tree=429
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 2 1 0 1 2 1 1 0 1 0 0 1 2 1 0 0 0 2 2 2 0 2 2
split_gain=1.60016 2.83304 1.89444 4.83262 2.17291 1.76804 2.50705 1.63323 2.38328 3.43452 3.29778 1.99743 1.78356 2.25059 3.74977 2.69229 3.51244 2.86417 2.34574 3.33604 2.21347 1.97788 1.58611 1.18543 3.62176 2.86228 4.23496 2.14196 4.11743 1.70445
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.823855932350007 50.065525775750011 0.43672345135000007 36.735256530150004 42.178283198950005 0.4211999641000001 0.54279811980000015 0.41640968835000008 42.34047585750001 0.42552618185000007 0.39078171310000004 0.52682554415000016 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.41917906650000009 39.749124837650008 0.3982365797500001 0.52898116820000018 0.42314601355000009 0.47997065955000012 43.45354240915001 44.269496632500008 47.833738492450003 0.47760546090000006 42.773538294100007 42.541806567400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -3 -7 12 10 -10 11 -9 13 22 20 -16 21 -18 19 -19 -15 -17 -1 24 27 -25 -27 28 29 -13
right_child=1 5 4 -5 -6 6 -8 8 9 -11 -12 23 -14 14 15 16 17 18 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00089979310114752164 -0.0014090788159534648 0.0013211944298934164 -0.0027306025422866686 0.0021313016679497514 0.00023480436536861866 -0.0024281901443619996 3.7839770321407683e-05 -0.0014581246979801061 -0.0030015514887096759 0.0012642692209329123 0.0018536442713494143 -0.00069411935091204442 0.001277149936665061 -0.0029500692724899378 0.0013705705921327562 7.2276850947842501e-05 0.0016481532727039803 6.7792067084079439e-05 0.00036455113433286364 -0.002981134310360881 0.00028880700965935044 -0.0027864979354197462 0.00043775281873366351 0.00051571366724648951 0.00025387456039138647 -0.0021451808260040161 0.00050498106650967607 -0.0024131033422476762 -0.0022226823552595853 0.0014246179203132117
leaf_weight=4.3268972039222708 6.0782212335616332 4.8926508314907542 4.377869537100195 2.61836077272892 1.602073057554662 2.015468959347344 67.190180399687961 4.3801191523671141 2.7836708880495271 1.3209718242287634 4.6685484955087295 3.3829865101724845 8.9886776674538833 3.3687466923147431 6.191314671188592 1.7198080942034746 4.7883649840950993 3.9673143140971687 11.394015468657015 2.9850008450448513 1.4252376463264225 3.459353718906641 153.34383172984235 43.248731354251504 27.500740199815482 5.2694540526717883 6.2646649847738445 4.086102455854415 4.4807305773720145 3.8568594139069319
leaf_count=109 84 18 58 6 19 174 682 39 76 5 16 31 34 53 25 16 14 21 43 24 18 41 653 192 184 86 40 37 82 20
internal_value=0.00014084 -0.000117709 -0.000992212 -0.000343144 -0.00193615 5.55028e-05 -3.39782e-05 0.000213199 4.85715e-07 -0.00162871 6.29024e-05 -1.86837e-05 0.000328091 0.000284781 -0.000181684 6.916e-05 -0.000215416 0.000147654 -0.000243974 -0.00124128 -0.00198716 -0.0018372 0.000401047 4.5593e-05 -0.00022378 0.00025854 -0.000705766 -0.00105481 -0.000581276 0.000434589
internal_weight=405.977 88.7748 14.6765 8.69658 5.97994 74.0983 69.2056 317.202 111.244 4.10464 107.139 102.47 205.959 196.97 39.2992 34.5052 28.3139 23.1347 18.3463 6.95232 4.79398 5.17916 157.671 98.0903 43.3074 54.7829 11.5341 15.8067 11.7206 7.23985
internal_count=2900 1041 167 90 77 874 856 1859 808 81 727 711 1051 1017 255 184 159 102 88 45 71 57 762 672 354 318 126 170 133 51
is_linear=0
shrinkage=0.00217865


Tree=430
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 0 1 0 2 0 0 2 0 2 0 1 2 0 1 2 0 1 0 0 0 2 1 1 2
split_gain=0.323343 0.542513 0.908186 0.683603 0.474433 0.671888 0.47216 0.356393 1.9721 1.5705 0.724532 0.605763 1.55711 0.665651 1.41463 0.711399 2.19238 0.997519 0.607092 2.11002 0.899315 1.15253 2.75783 3.32732 2.95991 1.70291 1.10747 2.33165 1.43146 1.36559
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 34.542090938800008 0.34392682850000006 0.51243974730000008 0.34193587020000005 0.4447920721000001 37.572218886150004 0.43780126340000008 0.4622167001000001 43.57842012870001 0.47470135625000004 42.072181850200003 0.47670728420000003 0.3447651268000001 43.162556114600001 0.51700547890000015 0.38042274180000007 45.027406014450008 0.51401155655000019 0.37138109635000011 0.50356276755000018 0.5025747732000001 0.51127211760000013 38.592454371550012 0.35585760905000008 0.34988473400000003 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 8 10 -10 -6 12 -9 14 -13 16 -15 -18 20 -20 21 22 23 26 -24 -26 -17 28 29 -28
right_child=4 2 3 -5 7 6 -8 11 9 -11 -12 13 -14 15 -16 18 17 -19 19 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.031352875282817258 0.025716362717237064 -0.036602454453109716 0.014678380649745507 -0.03072415001349554 -0.00094724200470140804 -0.0070037553960072508 0.0093929188880098203 -0.031670034634678559 0.0020938649604232973 -0.035802435453660048 0.01845800981913515 -0.0024796066373934719 0.0075111259587567975 0.0072061255695099937 0.019309274377983906 0.0094122092179421985 -0.035154793915691547 -0.0045466615919301078 -0.025475746027021965 6.6798763552053636e-05 0.013902434194799779 0.014493808126266208 0.0064896620491731779 0.020033271561406611 -0.042092195412473839 -0.008641779400099631 0.016956547034210057 -0.017164563585597172 0.017396177043666656 -0.0002998844709460584
leaf_weight=0.23506461083888952 1.3802202641963948 0.88305215365835499 0.89788564294576623 0.38676728957943851 15.45614050375298 2.1863870187662542 4.1468352095835144 1.5984812790993594 1.4212940931320184 2.3911111452616751 1.7455411106348044 4.9427243229001743 1.7126950230449436 3.7934321761131278 4.775817409157753 11.612750276923178 2.3143776473589246 1.3887438457459209 2.6827408354729405 152.37617465225048 5.1696827597916117 5.5641502030193797 3.299653278430922 8.0691120103001577 2.9874974167905748 2.1216182266362011 3.9046109840273848 5.996923364698886 4.2443616464734069 87.701224597170949
leaf_count=1 7 57 7 103 215 22 55 58 7 47 7 25 9 13 17 48 44 15 36 1426 46 21 31 39 45 16 15 39 22 407
internal_value=0.000592213 -0.0098451 -0.0143126 0.00100915 0.000664907 0.00766612 0.00373238 0.000504788 -0.00309569 -0.0216744 0.00102191 0.000744027 -0.0114037 0.000872558 0.00822773 0.000636822 -0.00804899 -0.0236761 0.000857001 -0.000375124 0.00221514 0.00176925 0.00122436 0.00231848 -0.0145885 -0.0282015 0.00105862 0.000106135 0.00118669 0.000435654
internal_weight=347.387 2.40277 2.16771 1.28465 344.984 7.71344 6.33322 337.271 21.0141 3.81241 17.2017 316.257 3.31118 312.946 9.71854 303.227 7.49655 3.70312 295.731 155.059 140.672 135.502 129.938 121.529 8.40877 5.10912 113.46 101.847 95.8502 91.6058
internal_count=2900 168 167 110 2732 84 77 2648 276 54 222 2372 67 2305 42 2263 72 59 2191 1462 729 683 662 570 92 61 531 483 444 422
is_linear=0
shrinkage=0.0285509


Tree=431
num_leaves=31
num_cat=0
split_feature=2 0 0 1 2 1 1 0 0 0 0 1 1 0 1 0 1 1 0 1 2 2 0 1 2 2 1 0 2 0
split_gain=1.33607 1.72921 1.04549 2.27073 2.34148 2.39392 3.63584 4.87557 2.1244 2.38076 2.92702 2.16328 3.02212 2.01538 1.89755 1.71303 1.85018 2.74845 2.31992 2.2102 1.42066 2.67294 2.07803 3.96503 1.37475 1.2928 1.12631 1.72232 1.53441 2.51592
threshold=51.779769178100004 0.61532588845000014 0.52366695610000014 0.39971857130000005 38.238138001450004 0.40367054880000008 0.41640968835000008 0.52803808270000008 0.5339660489000001 0.54017843775000018 0.54191491270000014 0.41985269900000005 0.42067602765000006 0.47727612945000003 0.34524415440000006 0.54191491270000014 0.39658992245000008 0.39458399450000009 0.52772372085000019 0.38991347565000006 40.621691032550004 40.305698932850007 0.51589772760000019 0.38733870245000007 37.962710038050005 37.572218886150004 0.48627286610000009 0.6166282446500001 41.792045663550006 0.57944372925000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 15 24 -6 7 -7 -8 -10 -11 -12 -13 14 -1 16 17 18 19 -4 21 -15 -22 -24 25 -5 28 -28 29 -14
right_child=1 -3 3 4 5 6 8 -9 9 10 11 12 26 20 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=9.9361112982698338e-05 -0.0028191614244654421 0.0005175500504649035 -0.00026561734204653574 -0.00098604613476171586 0.001546863564781947 0.0016361740392971439 0.0022346300629720347 -0.0031534554254092585 -0.0014308764940330532 0.002229090933388897 -0.0016417503675356187 0.0018826768009726838 0.00012583834779047575 0.00046849576506740643 -0.00095440190393280828 0.00069577034358997826 -0.0017859774855396775 0.001137576270228772 -1.6906380186620874e-05 -0.0032239133848069495 0.00027488395078799208 0.0018212320554622336 -0.0039707666759682637 0.00089408276959825268 -0.0031042537776725474 0.00084344102801602971 -0.0026542775978494596 -0.000110956542543315 0.00062264841302199546 -0.0019649393419667715
leaf_weight=48.721609226660803 1.9586511515080922 1.6208323715254662 2.3858461920172065 9.1115925262856745 7.6920488514006129 1.748765181750058 3.0523366564884773 3.9659907408058643 4.8006268963217726 4.2627937346696845 3.4910296462476245 6.2105088941752902 32.477930933237076 64.201995817944407 12.202184190740807 5.0554466135799876 7.9224046338349572 4.8428249806165686 6.7842384763062 3.6460911734029651 92.020218608435243 9.5866574570536596 1.9008067101240151 1.9261284507811067 1.3291902393102635 2.9101011829916379 1.9019206841476242 7.5808828615117818 33.787674451246858 3.6566192759200922
leaf_count=428 81 17 18 281 27 7 14 53 28 11 22 20 146 271 152 33 82 20 41 53 451 36 30 11 25 28 89 207 164 54
internal_value=0.000145017 -0.00130826 0.000158383 9.05715e-06 0.000148949 0.000259258 0.00016664 -0.00168779 0.000271336 0.000210293 0.000294674 0.000202133 0.000277319 0.000261115 -0.000111693 -0.000575314 -0.000826509 -0.00039606 -0.000975572 -0.0020538 0.000395006 0.000644244 0.000203129 -0.00152225 -0.000798157 -0.000543181 0.000151759 -0.000621058 0.000256568 -8.57369e-05
internal_weight=392.756 3.57948 389.176 158.617 127.98 114.629 106.937 5.71476 101.222 98.17 93.3694 89.1066 85.6155 230.56 60.9238 30.6369 25.5814 17.659 12.8162 6.03194 169.636 73.7887 95.8472 3.82694 13.3509 12.0217 79.405 9.4828 69.9222 36.1346
internal_count=2900 98 2802 1423 1176 842 815 60 755 741 713 702 680 1379 580 247 214 132 112 71 799 307 492 41 334 309 660 296 364 200
is_linear=0
shrinkage=0.00238964


Tree=432
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 0 1 1 1 1 0 1 2 2 1 0 0 0 0 0 1 1 1 2 2 2 1 0 0
split_gain=0.404277 1.18371 0.258256 1.35751 0.927785 0.528329 1.74991 0.784713 0.601841 1.31615 0.600109 1.02617 2.78341 1.05839 0.933637 0.860581 1.05301 3.29542 1.38626 2.14383 0.969339 1.9172 5.43302 1.53892 0.944285 0.63393 0.59668 0.554668 2.6457 1.65319
threshold=51.779769178100004 0.61532588845000014 0.48627286610000009 0.6166282446500001 0.48363821445000005 0.46613873835000008 0.58736265385000019 0.46419268885000003 0.45393850480000009 0.45772581660000006 0.44922307715000004 0.56915960600000015 0.43967246490000006 41.093509583400007 42.37975859965001 0.4410796084000001 0.55754318735000019 0.56501302355000016 0.55538756325000016 0.55041765215000005 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.4211999641000001 42.233786329550007 41.093509583400007 41.902916368500009 0.41865513010000005 0.54017843775000018 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 -7 8 10 -10 11 15 25 -14 -12 16 18 24 19 20 27 22 -22 -23 -18 -13 -8 -1 29 -29
right_child=1 -3 3 -5 -6 6 26 -9 9 -11 14 12 13 -15 -16 -17 17 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011047595150541778 -0.041990715880660751 0.0083016616767800297 -0.038213373459672802 0.00098680693247597232 0.019757863354840869 -0.040971094740453927 0.017402226925923994 0.018875710173495982 -0.028774328049532193 0.00074556020851019483 0.00081819304040098935 0.021582952510015702 -0.012002015556730387 -0.050278986553386779 0.023172703907835039 0.013793958724270177 -0.018204971753833971 0.012450146716354481 0.025422282637870903 -0.023962092591179662 0.026859976640306489 0.028081824215567871 -0.047966866898836044 0.0048755011486459202 -0.049524414306451707 -0.0049522523384657085 -0.0086079618266600173 -0.00055936632030079082 0.0045343466085306068 -0.056391082066321464
leaf_weight=244.28953948928392 1.0457886806689196 1.3301319042220709 1.3225892131449635 6.7232599090202712 3.2512954608537248 1.6263205837458361 1.8276372172549598 3.0322661385871461 2.7199158389121276 6.1886872653849423 5.8921595597639662 2.0540739654097688 1.5553674438269811 2.1570617258548737 3.8740693330764771 6.5556416586041442 3.2888790043070895 4.2072343025356531 2.9310066062025717 4.2487203385680905 2.4501985237002399 6.5864222943782789 2.405927742831409 7.8188292905688286 1.9000998977571724 2.4937293762341142 2.784281712025404 1.0440578146371975 6.7460376024246216 1.8201484428718684
leaf_count=1647 81 17 111 304 19 51 38 12 43 51 30 18 25 22 15 26 33 27 23 53 10 21 33 30 28 23 24 39 27 19
internal_value=0.000704794 -0.0138351 0.000805277 -0.00545698 0.000955345 0.000771487 -0.0094248 0.000966444 0.000798434 -0.00826726 0.00105538 0.000778624 -0.0115177 -0.0342424 0.00968578 0.00112143 0.000834698 -0.0108123 0.00122507 0.000969413 0.00135719 0.00900698 -0.0102124 0.015486 -0.0296735 0.00703271 0.0016995 0.000776865 -0.00755811 -0.0360394
internal_weight=346.171 2.37592 343.795 8.04585 335.75 332.498 6.23824 326.26 323.228 8.9086 314.319 304.553 8.26023 3.71243 9.76623 296.293 289.737 9.39621 280.341 277.41 273.161 19.2614 4.85613 14.4053 5.18898 4.5478 4.61192 253.9 9.61024 2.86421
internal_count=2900 98 2802 415 2387 2368 113 2255 2243 94 2149 2104 88 47 45 2016 1990 88 1902 1879 1826 94 43 51 61 41 62 1732 85 58
is_linear=0
shrinkage=0.0353699


Tree=433
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 0 1 1 0 0 1 2 2 2 0 0 1 2 0 0 1 1 1 1 0 0 2 0 2
split_gain=1.00975 2.14498 1.5974 1.30474 2.07977 1.42035 1.13712 1.77751 3.28101 1.6127 1.82715 1.59175 1.73499 1.124 1.59098 1.30379 5.0656 1.43064 1.71741 1.31809 1.71453 1.16668 3.74708 1.65392 2.53241 1.98429 1.05426 1.60792 1.45289 2.29073
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 0.35877668335000007 41.322103772800006 43.124157941850008 0.53136133645000017 0.39458399450000009 0.39584144190000009 0.52898116820000018 0.52877159370000015 0.39904493880000008 44.215931556700006 38.238138001450004 37.962710038050005 0.54910032635000017 0.55240861050000023 0.42194844465000009 49.842240509300005 0.56055207925000017 0.56276758185000009 0.43887907550000005 0.44489685935000006 0.45393850480000009 0.45664800455000004 0.57161462230000015 0.56369569775000017 41.792045663550006 0.6329151821500002 39.134693790050008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 -3 -9 10 11 -10 -13 14 -8 -15 -17 18 -18 -19 -21 -22 -23 25 -25 -24 -26 28 29 -28
right_child=1 6 3 -5 5 -7 13 8 9 -11 -12 12 -14 15 -16 16 17 19 -20 20 21 22 23 24 26 -27 27 -29 -30 -31
leaf_value=4.0116418717711464e-05 -0.0031277948637930698 -0.0039194026872112278 0.0017206325547930283 0.00026096426191878671 7.8727602076382586e-05 0.0014523074476065104 -0.00035507151000149301 0.0018347539697848004 -0.0033333599233735926 -0.0034589887249487188 0.0019234223321517841 0.00074763257826914158 -0.0031468676281816961 0.00058998420397602866 -0.0036670219806162209 -0.004090446357237246 -0.0033722427496621662 0.00105116039484912 0.00067564193168022889 -0.0021276484304278685 0.0011431666797792862 -0.0031698204097699912 0.0022587287785412464 -0.003772622548859835 0.0025455136571942501 -0.00018030052352766899 0.00073942890209888613 0.0002419496615376548 0.0019698441153758088 -0.0034451862206103957
leaf_weight=119.40313758247066 1.8011269634589542 1.2970428625121702 15.84786584228277 69.132002065889537 22.765669785439972 8.4176897183060628 13.363162118854232 3.8430142225697628 2.2321419455111009 2.1448243642225853 1.7411725558340547 3.2102180509828031 1.3168692290782926 42.41747678257525 1.299130372761282 2.4358427301049224 2.0433944612741466 11.995289933867751 1.4719800874590871 2.9110672771930686 7.8204881269484749 2.9416939578950396 5.8373229801654798 1.5158800296485448 1.2844530493021036 5.103585958480835 1.5928063592873538 22.492490062722936 0.85726110998075444 3.240393734537065
leaf_count=837 56 15 70 347 88 31 317 14 35 31 10 42 63 184 25 27 33 55 15 16 32 21 16 19 4 41 23 296 57 80
internal_value=0.000155934 -2.88293e-05 0.000272181 0.000510718 0.000877836 0.000449514 9.29424e-06 -0.000715036 -0.000428169 -0.0012451 -0.000686494 -0.00135881 -0.000385226 9.68262e-05 -0.000648522 0.000191069 -3.9011e-05 9.97729e-05 -0.00167729 0.000192195 6.87046e-06 0.000124809 -5.26996e-05 0.000166019 -0.000171206 0.001121 1.40603e-05 -0.000101312 -0.00145811 -0.00206612
internal_weight=383.776 148.21 235.566 116.163 47.0312 31.1834 146.409 15.7853 14.4882 10.6452 8.5004 6.75923 4.52709 130.624 14.6623 115.961 73.5439 71.1081 3.51537 67.5927 55.5974 52.6864 44.8659 41.9242 30.9833 10.9409 29.4674 28.183 5.69046 4.8332
internal_count=2900 1527 1373 536 189 119 1471 210 195 181 150 140 105 1261 342 919 735 708 48 660 605 589 557 536 479 57 460 456 160 103
is_linear=0
shrinkage=0.00285714


Tree=434
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 2 1 0 1 1 0 2 2 2 1 0 0 2 1 1 1 1 1 0 0 2 0 1 1
split_gain=0.302374 0.542498 0.901221 0.365042 0.636052 0.283544 0.388509 0.962076 5.37081 1.42976 0.455886 2.76169 0.634253 1.91348 1.73503 0.543346 0.497412 0.388371 1.67606 0.378993 0.626003 0.534277 0.517309 0.706452 0.352659 1.15706 1.43511 0.335103 1.77215 1.15048
threshold=0.50064369330000014 50.666627092000006 48.315732392000008 0.63075955810000017 45.027406014450008 32.785955158400007 35.131296350900008 0.34392682850000006 0.49850303880000008 0.36597706655000006 0.34193587020000005 0.4447920721000001 41.902916368500009 44.921040431000009 39.468990633150007 0.34392682850000006 0.4588185982500001 0.47305469895000007 42.131954243650007 0.38185982460000006 0.32921170025000007 0.38573695400000008 0.38906020780000011 0.4019490434500001 0.53781323915000012 0.54749857790000023 33.151194885250007 0.51700547890000015 0.38573695400000008 0.38042274180000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 19 7 -7 -9 -10 11 12 14 -14 -8 -12 -13 18 -17 20 -1 -21 -23 -24 -11 -26 -27 -19 29 -29
right_child=1 -3 -4 -5 -6 6 10 8 9 24 15 16 13 -15 -16 17 -18 27 -20 21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.009898541508201365 -0.029384907894864521 -0.03172764230597408 0.0076917220227320469 -0.033285393825319462 0.031767353410649624 0.025275301847782553 -0.014545163348947879 -0.050504825250860301 0.033060590396495428 -0.0045281597950011885 0.0093160148157222858 -0.016895782685222231 -0.032899651005427452 0.001657924537365358 0.019141432143418846 -0.034431407895797773 -0.039507075096136615 0.0017292307264446436 0.0046169721069129937 0.030169985077741907 -0.037644474938486404 -0.046717266323368034 0.032902974258985418 -0.029352913712284424 0.023628827232608157 0.023607441221425093 -0.031569075578484922 -0.032090235410216716 0.00036535931881605119 -0.0037479521879121053
leaf_weight=0.34020227822475069 0.33386430161772229 0.62688059220090497 2.4598403940908611 0.83866330842283787 0.24439367651939392 1.80164174735546 1.8455514153465689 1.3646543365903179 1.9110118150711057 2.2592624993994832 6.1064022704958907 1.6323672682046884 1.5383795470697794 9.778324685059486 4.0561901405453682 1.3529677789192636 1.5964993145316837 148.06887133303098 2.7973952239844948 0.37227988243103005 0.70774132091901265 0.24302076548337936 0.31508424878120422 0.29075006258790381 2.1617456823587422 0.66943580913357414 0.94043482968118042 2.3087204261682919 143.5399382392643 2.4480572529137135
leaf_count=26 88 34 43 194 1 10 26 20 6 14 24 20 103 62 30 45 32 804 28 3 32 2 1 63 7 4 44 35 1083 16
internal_value=0.000546317 -0.00686802 -0.00284817 -0.0211459 -0.00353965 0.000644398 0.000712487 0.00600987 0.00228031 0.0113504 0.000532573 -0.00363158 0.000952294 -0.00303979 0.0086072 0.000810262 -0.0280758 0.000637428 -0.00811232 -0.00950332 -0.0222102 0.00140137 -0.0112156 0.00302533 0.00447103 0.00986169 -0.00862491 0.000759961 -0.000207819 -0.017504
internal_weight=344.951 4.50364 3.87676 1.41692 0.578258 340.447 338.178 11.1082 9.30654 7.94189 327.07 20.4473 17.2184 11.3167 5.90174 306.622 3.22887 300.516 4.15036 2.26908 1.04794 1.22113 0.848855 0.605834 6.03088 3.77162 1.60987 296.366 148.297 4.75678
internal_count=2900 360 326 283 89 2540 2413 105 95 75 2308 273 221 165 56 2035 52 2011 73 127 58 69 66 64 69 55 48 1938 1134 51
is_linear=0
shrinkage=0.0288028


Tree=435
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 1 1 1 1 0 1 0 1 0 1 0 2 2 2 1 2 0 1 1 2 1 1 2
split_gain=0.267993 0.890511 0.581505 0.27545 1.12238 1.85303 0.779539 1.48477 1.60719 0.695169 0.866461 3.1896 0.588457 0.670139 2.41361 2.68202 0.732612 0.918042 1.85358 1.82493 1.36829 1.29618 1.86435 0.816512 1.70793 2.96397 1.77359 0.536032 3.73495 2.44918
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.60665848330000005 43.45354240915001 37.511241581900002 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44922307715000004 0.56915960600000015 0.43887907550000005 0.57507260265000015 0.4410796084000001 0.55041765215000005 40.259171735100004 41.43512228960001 34.823977857500005 0.43590012275000006 49.842240509300005 0.54317236010000014 0.41985269900000005 0.40367054880000008 41.134354310300004 0.39584144190000009 0.3982365797500001 37.858673296900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 9 -8 -9 10 12 -12 13 16 -15 -16 17 23 20 -20 -19 22 -21 27 25 -25 -26 -1 29 -29
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 14 15 -17 -18 18 19 21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0011821560912642763 -0.044383793644419176 0.00063905477375026179 -0.034293092280357942 0.034342261528384391 0.01675461580885923 -0.036598176742434062 -0.038421181526508703 0.0062075459377635223 -0.034879589981128667 0.013312999700915849 -0.038365084232351229 0.0087575292478003566 0.0087829759915884972 0.011978368430075168 -0.052836656042379457 -0.0025007407437002646 0.011628485926933068 0.0083357419893445184 0.020186938182337119 -0.038403269111683014 -0.037321983375129118 0.0021424642542884039 0.0087350508097448123 0.022043337069184182 0.004756352673839068 -0.023668736361699191 0.029784990637320777 0.0040406529465125667 0.0015938963321395997 -0.04075587350322505
leaf_weight=217.46125308269984 0.57210229098563914 5.9821516847005114 0.5445264474255963 0.56628381606424127 4.1736230317037553 1.2088478768419006 1.511404293909435 4.6991442609578371 1.2656474463292395 4.583962468430399 2.6304149990901342 3.5142439659684896 9.5109470942988974 3.3846028493717304 1.9458050969988105 2.5767438480397686 6.4680570624768725 0.89917911472730638 3.2202507406473151 2.5703458134084927 2.919216453563422 5.4463257119059563 1.3352141864597795 2.4068571119569269 7.6039584241807443 3.8810304459184408 4.8607333451509476 1.8693959461525071 29.49501409556251 4.0421413443982601
leaf_count=1447 23 175 129 18 34 59 55 40 82 20 50 25 41 33 23 37 27 17 10 43 63 22 17 12 31 39 14 19 237 58
internal_value=0.000553635 -0.00566895 -0.00227536 0.000685082 0.00758701 -0.0139675 0.000560703 -0.00977035 -0.00251058 0.000800104 0.000619754 -0.0114148 0.000856846 0.000607546 -0.0086898 -0.0241575 0.000857192 0.000615293 -0.00682263 -0.000824916 -0.0265702 -0.00806019 -0.0222878 0.00106412 0.00757976 -0.00617122 0.0145165 0.000580927 -0.00311172 -0.0265899
internal_weight=343.149 7.09878 6.52668 336.051 5.94875 1.77513 330.102 7.4762 5.96479 322.626 318.042 6.14466 311.897 302.386 7.90715 4.52255 294.479 288.011 16.3905 12.5721 3.8184 9.35189 3.90556 271.62 18.7526 6.28789 12.4647 252.868 35.4066 5.91154
internal_count=2900 327 304 2573 111 77 2462 177 122 2285 2265 75 2190 2149 93 60 2056 2029 172 92 80 82 60 1857 96 51 45 1761 314 77
is_linear=0
shrinkage=0.0323624


Tree=436
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 2 1 0 2 1 1 2 0 0 0 1 2 0 2 1 1 0 1 0 2 0 2 2 1
split_gain=1.6487 2.28637 2.16761 2.03324 7.62806 3.14405 2.06663 2.10447 2.89517 1.98 3.06363 3.42043 2.50997 2.86828 1.90278 5.275 1.74607 1.52393 1.92863 1.35606 1.94773 1.56013 1.28317 1.15474 2.39286 1.71008 1.46295 1.13 1.71574 1.09678
threshold=0.39167988980000007 0.47727612945000003 0.53484925600000011 0.40621538280000008 0.41753240920000007 0.39971857130000005 38.238138001450004 0.43166372265000008 0.56369569775000017 43.968221017800005 0.39584144190000009 0.39458399450000009 44.215931556700006 0.53136133645000017 0.54910032635000017 0.55240861050000023 0.34524415440000006 37.064694648750013 0.52161611930000007 33.151194885250007 0.49091344570000006 0.43672345135000007 0.54317236010000014 0.48627286610000009 0.61532588845000014 45.027406014450008 0.63075955810000017 40.621691032550004 40.305698932850007 0.48363821445000005
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -5 -4 7 -6 -9 10 11 -2 -11 -14 22 -16 -1 -12 -19 21 -21 -10 -8 29 -25 -26 -27 28 -3 -17
right_child=2 27 3 4 6 -7 14 8 19 12 17 -13 13 -15 15 23 -18 18 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=7.826743254789945e-05 -0.001690504689936777 0.00049675565226541376 -0.00029865608114154689 -0.0032241350057459466 -0.0028865307643927175 0.0019003550986670741 0.00011593902035378664 0.001363388863397193 0.0030280230037493965 0.0022685055677189175 2.9203763828025618e-05 0.0015387746364235934 -0.0026292462695388101 0.00085212595631586376 -0.0036351124557612176 0.00015734223132536057 -0.00091357272595632693 8.1254099534608814e-07 -0.0029882211830967414 -0.0028653488979283747 0.00067246423113064479 -0.0026042372265796406 0.0011605717710447714 -0.0026066543589157729 -0.0025899542254674075 0.0018481606770015117 -0.00030497096216683595 0.00024143622328570737 0.0016146872793598723 0.0014181481709545269
leaf_weight=49.918123288545758 3.4374856427311959 70.258356835693121 6.5570921367034307 3.9866809584200373 2.2765717012807718 8.0240494534373266 11.033679829910399 3.408362419344483 0.71991778351366498 2.4663345590233794 1.6885216794908027 3.8693350218236446 2.2529184154700488 3.1495017483830452 2.1467310264706603 56.924477378837764 12.272136944928205 1.4699956448748706 6.4752722680568695 3.3814300773665309 1.1599009282654149 0.43961953214602545 15.97311759740114 2.5046785207232451 1.2375351054361079 2.5767419226467592 5.4672513937111944 100.80944915674627 8.5457424074411374 4.1052800752222529
leaf_count=428 53 284 50 54 44 30 45 20 5 11 24 13 85 15 19 326 147 24 76 86 60 89 52 105 116 10 99 480 34 16
internal_value=0.00014986 0.00027185 -3.83436e-05 8.17993e-05 -2.12969e-05 0.000911467 9.13463e-05 -0.000860581 -0.000354257 -0.0006772 -0.00113078 1.95638e-05 0.000299309 -0.000599677 0.000197637 4.47957e-06 -0.000117455 -0.00200327 -0.0024352 -0.00138118 -0.00196176 0.000892644 0.000733785 0.000111781 -0.000563295 -1.18816e-05 0.000384744 0.000406645 0.000617987 0.000242153
internal_weight=398.536 241.804 156.732 131.923 117.342 14.5811 113.355 11.3858 9.10923 24.8094 16.9406 7.30682 7.86875 5.40242 101.969 74.9627 62.1903 9.63379 7.94527 5.70087 4.54133 1.15954 27.0068 72.816 11.7862 9.28153 8.04399 179.614 78.8041 61.0298
internal_count=2900 1373 1527 1226 1146 80 1092 304 260 301 190 66 111 100 788 691 575 124 100 240 146 94 97 672 330 225 109 798 318 342
is_linear=0
shrinkage=0.00235581


Tree=437
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 2 1 0 0 1 1 2 2 2 2 1 1 0 1 0 0 1 1 1 2 0 1 2 2
split_gain=0.276864 0.92884 0.79756 1.43888 2.2358 1.42154 1.8265 0.74154 0.732038 1.53195 1.07558 1.29947 2.18056 1.89147 0.530788 0.929115 0.527298 0.460063 1.08487 0.415045 1.29839 0.4715 1.06579 0.571728 0.571079 0.430784 1.99527 2.64132 0.658577 2.26544
threshold=48.988717865950008 48.680511450650009 0.45612406815000006 41.872669623500009 0.39614083410000006 39.468990633150007 35.818873074050011 0.31810424840000007 0.61802041855000012 0.66697104880000013 0.45280081435000008 0.31100865245000009 50.065525775750011 50.448116877400004 34.542090938800008 34.394321486900004 0.48627286610000009 0.31123319660000009 0.37331217625000007 0.47976108500000009 0.59665878265000016 0.59879943715000017 0.48841352055000004 0.49994012155000006 0.57987784795000008 45.90502654165001 0.54191491270000014 0.37668033890000002 43.19689381845 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 17 6 7 -1 10 -10 11 -2 -13 -14 15 -9 -12 18 -5 25 -21 -22 -23 -24 -25 28 27 -27 29 -4
right_child=8 -3 19 4 -6 -7 -8 14 9 -11 16 12 13 -15 -16 -17 -18 -19 -20 20 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.01800115251117616 0.0094190822547642571 0.012634987397317988 0.0014863784401393184 0.018248326517540086 -0.04319201013368789 0.014690961306398706 -0.048132909088644094 -0.038212464182847822 -0.048861904718403557 0.014061037175842832 0.022229051400081863 -0.046389785134560803 0.025372162970187469 -0.037409907980561846 -0.047228002898584275 0.033455621357288565 -0.0026433478308380489 0.024936051953819812 -0.040493977860099666 -0.040551733216138024 0.026205187335400983 -0.042822174142516135 0.012937264231401804 -0.025686634345501672 0.010512480468765751 0.0041975920778730197 0.010709282546497143 -0.046421088465761422 0.0053519169229394358 -0.012211608607481553
leaf_weight=1.566837962251155 2.8598741032183153 7.8370616212487212 231.99888786178781 0.85516235046088629 2.8148738816380501 4.4499771539121866 1.2875689067877827 0.42640490489429772 1.1868203161284316 0.77763568330556143 2.706272728741169 2.1251389808021486 1.5456377863883974 0.93522327754180867 0.468104706145823 0.45295437145978212 1.6757939408998934 0.77430841326713551 0.68954810569994152 1.194724594883154 0.6928486744291148 0.75288301048567507 2.5744663940276951 1.3254679568344729 0.88081410020822648 2.4804007774218899 4.4559217747300863 2.5267325164750218 41.747407956980169 15.648758648429064
leaf_count=16 13 33 1436 11 76 46 35 43 22 40 16 37 8 68 9 4 38 2 76 43 5 21 35 221 59 25 30 44 266 122
internal_value=0.000579545 0.000783113 0.00049291 -0.00770593 -0.0223201 0.000965936 -0.0135695 0.00170097 -0.0042531 -0.0239537 -0.000986638 -0.00903013 -0.0204853 0.00170487 -0.017253 -0.00129653 0.0127173 0.00301461 -0.00797383 0.000861943 -0.00727816 -0.000893695 -0.00428666 0.001782 -0.0112349 0.00106408 -0.00625192 -0.0213459 0.00130331 0.000620808
internal_weight=341.715 327.902 320.065 13.7857 5.13389 8.65185 4.20187 2.9143 13.8124 1.96446 11.8479 7.46587 4.606 2.48086 1.34746 0.879359 4.38207 2.31902 1.54471 306.279 7.4212 6.22648 5.53363 4.78075 2.20628 298.858 9.46306 5.00713 289.395 247.648
internal_count=2900 2658 2625 318 165 153 107 72 242 62 180 126 113 76 56 47 54 89 87 2307 384 341 336 315 280 1923 99 69 1824 1558
is_linear=0
shrinkage=0.0348455


Tree=438
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 2 1 0 2 0 1 1 2 1 2 0 2 2 2 2 0 1 1 1 0 1 0 0
split_gain=1.64512 2.39587 2.65971 2.55032 2.80305 2.55778 1.91838 2.60376 1.83649 1.74037 2.2448 3.18685 1.73882 4.65413 5.05937 2.65726 2.06447 1.65283 1.66536 3.61932 1.89998 1.8466 1.6249 2.99593 2.59135 4.01337 2.27581 2.46165 2.15233 5.36771
threshold=0.38906020780000011 0.48543456785000005 0.48368312325000012 43.45354240915001 0.5089817670000002 0.53321756835000012 38.238138001450004 37.962710038050005 0.34587287805000005 0.52215502530000013 40.305698932850007 0.51243974730000008 0.37982395740000008 0.37138109635000011 39.852039223600009 0.36927038110000004 38.771633980050005 0.48181192180000004 42.178283198950005 43.45354240915001 43.633733172900008 43.968221017800005 0.52428071015000011 0.39971857130000005 0.40367054880000008 0.41367024935000007 0.52682554415000016 0.39167988980000007 0.54910032635000017 0.55240861050000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 8 -5 -6 7 -2 -3 10 -8 -12 13 15 -15 -10 -14 18 -1 -20 -21 -22 -11 26 -25 -26 -24 -28 -27 -30
right_child=6 3 -4 4 5 -7 9 -9 12 22 11 -13 16 14 -16 -17 -18 -19 19 20 21 -23 23 24 25 28 27 -29 29 -31
leaf_value=0.00026089858557019072 -0.00037150267243598879 0.0016541591691304144 -0.0014975629751619271 0.00051875754585212371 -0.0028860824183304895 0.0002298673601940453 -0.0026740236030649189 -0.0028360983264033072 0.00037899007009402759 0.0010271089049431797 -0.0023415998014443555 0.0020072941851751102 0.00037626945573772754 0.00022450455007597876 -0.0031673472078679508 0.0017197242969035319 0.0018674033309875769 0.00082370134371703588 -0.00089365381545791918 0.0018506405906150109 -0.0015551710537233061 0.00026536329081763279 -0.0027663190257617514 0.0013624466953304052 -0.0020777396098470486 0.00062124826467474309 0.0013785846274390009 -0.00089526390958887057 -0.0032189378191280946 6.4584329068722606e-05
leaf_weight=69.911012565833516 21.429091618687384 7.6397634968161574 4.7177564203739157 6.3171899020671827 2.935548335313797 2.0085592269897461 2.3776328237727276 2.133722922531887 33.851522658020258 8.129473631270228 1.372127319686115 1.7177071641199289 8.1441106423735636 5.1306321956217271 3.2530472613871098 8.3408101350069028 8.6861019060015661 13.856919065117834 22.056219551712275 3.0130173736251917 2.8342207642272141 22.90999462781474 2.286656271666291 7.6717185880988827 3.7566658342257133 32.09265978820622 2.63323900848627 11.874690612778066 2.3250474743545047 73.538077016361058
leaf_count=428 377 25 24 28 48 10 16 34 142 44 47 14 31 23 32 32 23 47 215 19 34 140 35 29 46 137 9 111 22 678
internal_value=0.000125516 0.000245277 7.26901e-05 0.00052383 -0.000420328 -0.00162022 -3.03581e-05 -0.000594683 0.00066551 5.84219e-05 -0.00111987 7.60463e-05 0.000553457 0.000356327 -0.00109161 0.000644034 0.00114585 0.000127735 4.78515e-05 -0.000245267 0.000252033 6.49378e-05 0.000103065 4.79018e-05 0.000166267 8.4121e-05 -0.000793497 -0.000482553 0.00015935 -3.60488e-05
internal_weight=398.945 225.606 139.299 86.3073 11.2613 4.94411 173.339 23.5628 75.046 149.776 5.46747 3.08983 67.4062 50.576 8.38368 42.1923 16.8302 134.581 120.724 50.8135 28.7572 25.7442 144.308 136.179 119.384 111.712 16.7946 14.5079 107.956 75.8631
internal_count=2900 1301 907 394 86 58 1599 411 308 1188 77 61 283 229 55 174 54 883 836 408 193 174 1111 1067 912 883 155 120 837 700
is_linear=0
shrinkage=0.00212766


Tree=439
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 2 1 2 0 1 0 0 0 1 1 0 0 1 0 1 2 1 2 2 1 1 2 0
split_gain=1.64626 2.29436 2.24976 2.02835 1.55974 1.43571 1.88022 1.32651 2.23262 5.87133 1.61699 1.44811 1.30202 3.43375 1.23935 1.88657 2.77728 2.30862 1.22174 1.81113 2.5865 3.42471 1.68805 1.63347 1.20894 1.62367 1.19593 3.2303 2.31372 1.36095
threshold=0.39167988980000007 0.47727612945000003 0.39458399450000009 0.53136133645000017 0.34518427590000006 38.238138001450004 37.962710038050005 41.840895355800008 0.34542378970000004 42.852084787850011 0.47778509625000004 0.34560342505000002 0.52877159370000015 0.52975958800000011 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017 0.47886290830000006 0.34545372890000009 0.48543456785000005 0.36000419150000007 40.21994457600001 0.34512439750000007 40.08085804200001 39.749124837650008 0.3982365797500001 0.39584144190000009 44.269496632500008 0.54910032635000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 12 10 9 -9 -3 -10 -4 -14 -15 -16 -17 -18 22 23 -21 -22 -12 -20 25 -23 27 -7 -29 -28
right_child=2 7 5 -5 -6 26 -8 8 11 -11 18 -13 13 14 15 16 17 -19 19 20 21 24 -24 -25 -26 -27 29 28 -30 -31
leaf_value=9.8816770260513992e-05 -0.0028868324854776461 0.0016489645628408806 -0.0026981302745580213 0.00011477674419583553 -0.00079625283713438894 0.0010030767909059014 -0.0029746918173090583 -0.0024856293667325662 0.0016374217276967145 0.00063171356933060772 0.00060739279859067384 0.00025971993283986546 0.00353357839997536 -0.002880756401146739 0.0013831574849878705 -0.0029814502315764707 0.0014948512086482128 -0.001159580164302014 0.00055699406613073283 -0.00048241165160565786 0.0018197698254822201 0.00033595725162011521 -0.0014022833041094224 0.0018727500941894916 -0.00059649724674066108 0.0016576442101364993 0.00048405441599253787 -0.0029255572616934994 0.0005410656067817741 -2.3498527289044087e-05
leaf_weight=48.138805558206514 2.7818455137312403 7.1728814393281928 1.1893121181055963 2.1942990310490131 13.606621080660259 3.4948577135801298 1.6347839856753115 5.7031382098793966 4.5371131971478453 7.7870260495692492 4.9880537390708906 49.633657655678689 1.2558777928352345 1.095507327467202 2.8370503541082135 2.364505826495586 3.0190238356590271 4.3687455779872835 10.590261410921814 14.227550687268375 10.743507631123064 40.111670583486557 4.1906931176781654 9.9918262511491758 6.1849650740623465 5.7964313998818389 47.856186795514077 3.5925280004739761 1.4817386642098425 72.237066721078008
leaf_count=419 58 20 24 20 156 16 30 39 18 31 18 251 2 15 11 48 18 228 39 62 44 163 26 30 37 20 279 48 14 716
internal_value=0.000171418 0.000290299 -1.97003e-05 -0.00156323 -9.84266e-05 3.27547e-05 -0.000589285 0.000422425 0.000163511 -0.000686183 0.000576099 0.00037511 -0.000347523 -0.00016041 -0.000499413 -0.000292191 -0.000779569 -7.48425e-05 0.00050406 0.000580596 0.000416304 0.000619792 -0.000310155 0.00119574 0.000372313 0.000502836 0.000118642 -0.000723857 -0.00191327 0.000178757
internal_weight=394.808 243.404 151.403 4.97614 61.7454 146.427 17.7648 181.659 67.6609 13.4902 113.998 54.1708 16.13 14.9407 13.6848 12.5893 9.75228 7.38777 106.825 97.6462 77.0641 62.8366 9.17875 20.5821 52.0931 45.9081 128.662 8.56912 5.07427 120.093
internal_count=2900 1373 1527 78 575 1449 376 798 339 70 459 269 346 322 320 305 294 246 439 395 326 264 44 69 220 183 1073 78 62 995
is_linear=0
shrinkage=0.00233427


Tree=440
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 2 0 1 2 2 1 1 0 0 1 0 1 2 0 2 0 1 1 0 1 1 1 1 1
split_gain=2.14319 3.30642 1.99766 3.90271 1.78744 4.32906 2.27435 1.62744 2.21602 2.33048 1.6184 2.1918 2.64011 4.26066 2.38094 2.17129 4.50054 4.00142 1.79837 1.73006 3.0111 1.72932 1.1782 2.50626 3.79089 1.09602 1.0889 2.70165 2.48313 2.14204
threshold=0.54910032635000017 0.4355408521000001 0.55411514625000013 0.56055207925000017 41.169697216150006 40.823855932350007 50.065525775750011 0.56276758185000009 0.43672345135000007 36.735256530150004 42.178283198950005 0.42552618185000007 0.39584144190000009 0.53592706805000012 0.52898116820000018 0.4211999641000001 0.54279811980000015 0.41640968835000008 42.34047585750001 0.54095685760000012 40.878805547300004 0.42314601355000009 0.39410496695000002 0.39078171310000004 0.52772372085000019 0.50663153795000015 0.44805544745000009 0.43887907550000005 0.45393850480000009 0.45772581660000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 -3 -4 5 -2 -6 -5 -9 -10 11 12 21 14 -14 17 -17 18 -12 -15 -21 -1 23 -23 -25 26 27 -11 -28 -30
right_child=1 2 3 7 6 -7 -8 8 9 25 15 -13 13 19 -16 16 -18 -19 -20 20 -22 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.00089843588612515421 -0.001295294551823432 -0.0020612495075750998 0.0012485928724832532 -0.0015089987743425464 -0.0024760594937079873 0.0017771997282110836 0.00022232346373778788 0.001807756013630629 -0.0021811996490255833 0.00082981131719407457 -0.0012599233398911688 0.0012330579034622823 -0.00044549134456837086 0.00086148286238714163 -0.002605257229394579 -0.0027614656560950245 0.0014761442358359003 0.0017646126705608263 4.4612752969011692e-05 -0.00096566714337941134 0.00082856232448228829 0.00041949757990464439 0.0014133419595670827 -0.0027347519497567239 0.00079773925071029736 -0.00095681358752064134 0.0010463997977429378 -0.0013207779979064742 -0.00162173944978156 9.0785957768794903e-05
leaf_weight=4.0251457629492498 6.0212309267371875 1.7096452116966236 9.6220028791576606 2.9700933061540118 4.6318543031811705 2.4958937466144562 1.6230062553659079 2.4446402564644805 1.9966416379320424 3.5330590177327377 4.2461108723655334 9.5491297207772714 4.0211080419831005 8.7097516246140021 3.8391170538961887 2.8782264515757552 1.4502367228269575 5.1355947814881793 95.886948507744819 8.8809519689530116 6.051162213087081 149.31539987539873 4.3243748657405368 2.4333906043320885 2.2495248466730118 4.4754788596183053 9.9703964889049512 6.1776010608300567 3.1052698083221904 29.590920296031982
leaf_count=109 84 11 36 16 58 6 19 9 169 14 39 34 47 30 41 76 5 16 672 45 27 653 15 38 12 256 37 51 31 244
internal_value=0.000135245 -0.000130857 3.50044e-05 8.35095e-05 -0.000979657 -0.000394918 -0.00177589 -9.09337e-05 -2.22192e-05 -9.82376e-05 0.000212073 0.000315612 0.000270418 -0.000249261 -0.00150037 1.99182e-05 -0.00134167 7.59043e-05 -1.07057e-05 0.000166697 -0.000238565 0.000371257 0.000403537 0.000375181 -0.00103785 -2.50849e-05 5.45285e-05 -0.000538323 0.000189458 -7.18585e-05
internal_weight=403.364 90.3677 75.5957 73.8861 14.772 8.51712 6.25486 64.2641 61.294 58.8494 312.996 203.399 193.85 31.5021 7.86023 109.597 4.32846 105.269 100.133 23.6419 14.9321 162.348 158.323 153.998 4.68292 56.8527 52.3772 9.71066 42.6666 32.6962
internal_count=2900 1041 874 863 167 90 77 827 811 802 1859 1051 1017 190 88 808 81 727 711 102 72 827 718 703 50 633 377 65 312 275
is_linear=0
shrinkage=0.00196157


Tree=441
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 0 2 0 2 1 2 2 2 1 2 1 1 0 2 1 0 2 1 1 0 1 1 1
split_gain=0.883734 2.59645 1.37143 1.39822 2.59966 1.41491 2.15084 1.64955 1.60181 3.41377 6.18962 2.1864 2.23126 1.19157 3.61251 2.72359 1.35991 2.78228 1.76378 2.0117 1.3125 1.21468 1.95338 1.34947 2.16812 1.13718 1.12551 2.1642 7.52544 2.13662
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 43.124157941850008 42.801286935650005 0.48218616210000004 42.487106141350004 0.48543456785000005 41.322103772800006 0.35877668335000007 40.982542372850013 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007 41.840895355800008 0.34515433670000012 0.47886290830000006 40.496232821400007 0.34479506600000004 0.35319301815000009 0.53484925600000011 0.40621538280000008 0.41753240920000007 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=2 -2 13 5 -5 6 7 -4 9 10 -9 -11 -13 16 15 -15 18 20 21 25 -18 23 -23 -1 -25 -20 -3 29 -29 -28
right_child=1 26 3 4 -6 -7 -8 8 -10 11 -12 12 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00044124286199600545 -0.0036979010408910579 -0.00066144444559112408 0.0027125129747410538 -0.0027536332868706953 0.00086832758170337461 0.0018211148134041613 -0.001524963331425717 0.00051883417025879711 0.0020712799354551245 0.0017280441640890282 -0.0050691836875769326 0.00056245723767499398 -0.0017809840523732034 0.00060784769923437408 7.7879589346831378e-05 -0.0033672319108507928 0.00099998282257927635 0.0028466989379656669 -0.0016408524390177837 -0.0031885917357713091 -0.0014730913597568766 -3.1855073176675845e-05 0.0027132392435524752 0.00019194837279309538 -0.0031330831733129968 0.0016192491669193721 -0.00012310927200993166 -0.0046150092133894179 0.00015405459124030461 0.0025400147868226458
leaf_weight=21.629929628921676 2.0974073251709333 22.638886228436604 4.0653718560934058 3.8710249643772823 4.9739836603403091 10.315176017582415 5.2901742309331885 6.2168548554182035 7.0091226100921622 16.477141357958317 3.3512511178851128 48.639496499672532 4.9141226299107066 2.6604605996981245 40.26855575083755 6.5675834808498621 6.1889923829585332 6.4759916365146628 2.2102484090719354 3.6310099065303802 3.8077453379519284 6.071722873253746 5.3625456914305687 5.6374247092753631 3.4865758046507835 2.5102696352405474 5.8075551353394967 3.7672078888863316 103.33574285928626 7.6934636496007442
leaf_count=159 56 255 11 54 24 37 28 26 22 73 20 205 36 25 318 66 32 23 17 21 40 32 15 33 21 35 40 54 1092 30
internal_value=0.000165639 -3.6949e-05 0.000292755 0.000549313 -0.000716826 0.000654687 0.000529307 0.00064916 0.000552306 0.000418552 -0.00143838 0.00067226 0.000347421 3.92478e-05 -0.000350758 -0.00222121 0.000327313 0.00115433 5.77589e-05 -0.00133386 5.79919e-05 0.000333242 0.00125556 -9.67634e-06 -0.00107865 9.27992e-05 1.66558e-05 0.000143944 -1.36911e-05 0.00139445
internal_weight=376.973 145.34 231.633 115.124 8.84501 106.279 95.9635 90.6734 86.608 79.5989 9.56811 70.0308 53.5536 116.509 49.4966 9.22804 67.0125 16.4727 50.5397 8.35153 9.99674 42.1882 11.4343 30.7539 9.124 4.72052 143.243 120.604 107.103 13.501
internal_count=2900 1527 1373 536 78 458 421 393 382 360 46 314 241 837 409 91 428 95 333 73 72 260 47 213 54 52 1471 1216 1146 70
is_linear=0
shrinkage=0.00331438


Tree=442
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 2 0 1 0 0 0 0 2 0 0 1 1 0 1 1 1 2 2 0 0 2 0 1 0
split_gain=1.70264 2.84187 2.32764 2.04942 1.93221 1.28691 2.32626 1.38609 2.25913 1.97621 1.44434 1.479 1.38347 1.337 1.80999 2.72259 2.45156 2.17338 2.3771 1.79417 4.81873 3.32272 2.42986 1.95344 1.26853 2.52196 1.22723 1.20585 2.5739 4.13375
threshold=42.564639561200003 0.57600071855000012 43.19689381845 42.508878681700004 43.245737185650007 49.275256100300005 49.49736495185001 0.47648274005000008 0.48363821445000005 0.5810754169000002 0.61532588845000014 0.61802041855000012 0.66697104880000013 48.680511450650009 0.47727612945000003 0.48041974790000003 0.34521421515000011 0.34193587020000005 0.39614083410000006 0.3465914194000001 0.35675578575000005 0.3982365797500001 47.833738492450003 43.968221017800005 0.47727612945000003 0.47760546090000006 50.264779514000004 0.47886290830000006 0.35585760905000008 0.48759019190000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -2 -3 -4 13 -7 -8 26 -10 -11 -12 -13 14 16 -16 17 18 -6 -17 -21 22 23 -22 -1 -26 -9 -27 -29 -30
right_child=2 3 4 -5 5 6 7 8 9 10 11 12 -14 -15 15 19 -18 -19 -20 20 21 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-7.6164547953569235e-05 -0.00048784949092642906 -0.00087341919517588788 0.0016742521477879795 0.0026219641860203567 0.00023510984679951026 -0.002709537263095513 0.0013767425930669723 -0.00029961102448251571 0.0015453644215929153 -0.0024236714337905942 0.0017093225919534031 -0.002565477359266698 0.00047410617195492617 0.00070244595712370343 0.001129714458242012 -0.0013214914665891937 -0.0017753197722524491 0.0010303233249117441 -0.0025321790840129197 0.0020811984345091347 -0.00057337417617280061 0.00024408007910337306 0.00068572068046881705 -0.0024086573902964005 0.0015873301787520265 -0.0002554144953528136 -0.0021681881734480963 0.00065481563765638375 -0.0021507830131527019 0.00022740225181723466
leaf_weight=34.569470165646635 31.706928740488365 11.151571826776486 2.6899307668209067 0.62942779576405961 2.7063079606741649 1.4575465777888883 1.7200868353247631 2.1506409700959903 2.6520368196070194 1.0647617876529691 1.2634590417146685 0.94660151749849353 1.2139273611828683 13.048336826264856 9.1527695357799512 3.3602339737117282 4.2051484510302535 3.84815564006567 1.8605272090062497 3.9891784116625777 4.1847498267889005 28.239308295305818 2.3780477046966544 4.0569703234359622 5.3730581104755393 13.96653553470969 2.9759027436375618 57.547613278031349 2.6436184085905543 144.24727273290046
leaf_count=321 253 410 11 4 53 22 6 18 10 28 5 14 33 56 26 17 42 13 39 10 29 223 10 66 14 69 83 211 19 785
internal_value=0.000133078 0.000218556 -4.33552e-05 -0.00068667 9.87675e-05 5.48395e-05 -0.00044373 -0.000207624 -0.000429779 0.000255495 -0.000506584 8.95753e-05 -0.000857639 0.000149871 4.38101e-05 0.000190635 -0.000600274 -1.30795e-05 -0.000892283 4.62689e-06 0.000108623 -9.38764e-05 -0.000992545 -0.00147679 0.000259836 0.000311742 -0.0013843 0.00028036 0.000316963 0.000184602
internal_weight=401 270.129 130.872 11.781 99.1646 96.4747 15.445 13.9874 12.2673 7.14079 4.48875 3.42399 2.16053 81.0297 67.9814 55.3613 12.6201 8.41499 4.56684 46.2085 42.8483 38.8591 10.6198 8.24172 258.348 223.778 5.12654 218.405 204.439 146.891
internal_count=2900 1833 1067 414 814 803 219 197 191 90 80 52 47 584 528 381 147 105 92 355 338 328 105 95 1419 1098 101 1084 1015 804
is_linear=0
shrinkage=0.00188464


Tree=443
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 1 1 0 2 1 2 0 0 0 1 1 0 0 0 0 0 1 1 1 1 0 1 2 0
split_gain=1.41897 2.17139 2.25193 2.22824 2.10166 2.35459 2.21511 3.56676 4.25735 1.90054 2.04676 2.63484 3.05747 2.83566 2.44522 2.79795 1.96366 1.78437 1.76343 3.16263 1.64603 1.96157 1.84966 1.52831 1.51891 2.57815 1.46864 1.36033 1.34944 1.32581
threshold=0.52366695610000014 0.47886290830000006 0.47814436690000012 40.532725462000009 0.39971857130000005 38.238138001450004 0.40367054880000008 0.41640968835000008 0.52833747495000016 41.24714903835001 0.34569324270000007 42.852084787850011 0.48181192180000004 0.47976108500000009 0.47976108500000009 0.37138109635000011 0.35585760905000008 0.53321756835000012 0.54017843775000018 0.54095685760000012 0.50300889195000009 0.50579323975000012 0.3459626957000001 0.36254902550000007 0.41985269900000005 0.42067602765000006 0.52104727400000017 0.38398550940000004 37.962710038050005 0.47727612945000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 -4 -2 28 -7 8 -8 16 11 12 13 -11 -12 20 -3 -9 -19 -20 22 -22 -16 -18 -21 -26 27 -17 -6 -1
right_child=4 9 3 -5 5 6 7 17 -10 10 14 -13 -14 -15 15 26 23 18 19 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.1383982515732485e-05 -0.00059645403920858197 0.0012135833375704404 -0.00029891805652442974 -0.0030600165890794103 -0.00059956879787709087 0.0014535301959912733 0.0011503767111675385 0.0022172540490844042 -0.0031785883534653394 -0.00072124885388895126 0.0022901378571927029 0.00054608796006943932 1.0838881141600438e-05 -0.0039758976586881482 0.001154742432240501 -0.00087525184540997115 -0.00083469115370835554 -0.0011701919915073173 0.002826554232671506 -0.0013843520552078534 0.0026280574611025737 0.00026677159285823149 -0.00015456022614907262 0.00055550786520708383 0.0017090338472886438 0.00012693767348633106 0.0011080156350196696 -0.0033996521587599951 -0.0031913713311329875 0.00065547725613045724
leaf_weight=59.497396276914515 30.104294193908572 27.289386961609125 4.508937492966651 2.6554117687046528 12.036422999575732 7.7102182302623978 1.9721707766875614 2.5207410738803437 3.8054827153682709 3.0005727931857127 3.6990017518401137 8.4844672102481109 6.0930712148547173 3.1245559826493263 9.1466830447316188 4.5962253659963599 5.0129382610321036 5.2387791480869046 2.6578130275011054 3.4142888709902754 4.2010366916656476 3.8597596976906061 18.953329853713512 46.127800883725286 6.3480455204844466 81.521522158873267 1.4732480088714508 1.6618910334073005 1.269812176353297 17.613838419318199
leaf_count=580 255 103 18 32 309 29 11 28 51 16 10 32 23 25 28 40 27 31 6 22 19 26 80 194 21 722 15 56 25 66
internal_value=0.000146396 0.00026597 -3.99291e-05 -0.0013223 -2.77644e-05 0.00010547 0.000215485 0.000126671 -0.00170092 0.000441673 0.000150028 -0.000477608 -0.00118848 -0.00238151 0.000423057 0.000265709 0.000695626 0.000230497 0.000180002 0.000255297 0.000544868 0.0014974 0.000271624 0.000419237 0.000180433 0.000241235 -0.00103996 -0.00154563 -0.000846904 7.92149e-05
internal_weight=389.599 231 84.2756 7.16435 158.6 128.495 115.189 107.479 5.77765 146.724 68.2938 20.7027 12.2182 6.12513 47.5912 43.8922 78.4301 101.701 99.1804 93.9417 36.1608 8.0608 28.1 51.1407 91.2839 87.8696 7.73136 6.25812 13.3062 77.1112
internal_count=2900 1390 696 50 1510 1255 921 892 62 694 370 96 64 41 274 264 324 830 802 771 153 45 108 221 765 743 111 96 334 646
is_linear=0
shrinkage=0.0023912


Tree=444
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 0 1 2 0 1 1 2 1 1 1 2 2 1 1 0 2 0 2 2 0 1 2 2 0
split_gain=0.309297 1.98245 0.785775 0.765164 1.49659 0.754328 1.86189 1.09169 1.60843 1.04659 1.14471 0.863793 1.54026 0.771025 2.32641 2.41691 3.51283 2.01283 1.89664 1.2373 0.935349 2.87742 1.45456 0.748578 3.28947 2.4782 1.31865 2.55638 4.93896 2.36573
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.51401155655000019 0.39971857130000005 0.48543456785000005 0.48368312325000012 0.35877668335000007 41.468518788800004 0.48181192180000004 0.3453339720000001 0.34632196640000007 43.124157941850008 0.36927038110000004 0.37138109635000011 0.37982395740000008 37.797539186950011 38.592454371550012 0.37482410710000008 0.38398550940000004 0.52161611930000007 37.962710038050005 0.52366695610000014 42.178283198950005 42.686561923500008 0.47760546090000006 0.34515433670000012 40.421032462050007 39.56957118270001 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 9 8 -7 23 -11 -10 -13 17 -15 16 -16 -9 -18 -17 21 -21 -22 26 25 -25 29 28 -28 -1
right_child=1 2 -4 -5 -6 7 -8 13 11 10 -12 12 -14 14 15 19 18 -19 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=8.5586878362596609e-05 -0.035442048745574668 0.029027260385626009 0.00026175356856896181 -0.041185703507895653 -0.034495154783459665 0.02106360503142073 -0.020043800473573042 0.0024391614510264961 -0.0075889168967015518 0.02137874099965106 0.0016079744418674841 -0.00069733883185271815 0.022025530606445728 0.021646330097555462 0.016649113933847187 0.01610506439432783 -0.045246668092119607 -0.024175298648119733 -0.0096346094544526133 0.0092511279552581378 0.013753770675117481 -0.029132203821411747 -0.005694957775584172 -0.0078322485191731281 0.00057395396119513747 -0.043513417987097486 0.011173600920483447 0.013249502244853949 -0.039251486945702616 -0.031472721069978046
leaf_weight=30.919477974879555 1.6658558477647591 0.73597593186423116 127.62123144642828 0.92785248719155777 0.8058150876313448 8.2076385878026503 4.6962504442781201 10.431172631680964 4.9539794363081482 4.9928947091102582 7.7539976090192795 7.8849721029400808 5.0915752481669188 6.2841318696737281 2.6643136739730817 7.5581633895635596 3.1232866253703833 4.1076511144638053 3.0810564504936337 4.5976874530315417 9.5725689828395861 3.6206774283200502 6.8364475518465033 5.2423451894428563 37.77776517230086 3.2830037493258715 5.373350106005093 20.121863530017436 3.2227238102350384 2.676846742630004
leaf_count=253 56 5 1396 25 45 48 24 42 22 17 30 34 19 33 11 32 37 41 30 18 33 22 43 52 318 39 50 86 25 14
internal_value=0.000694189 -0.000533435 -8.64188e-05 -0.0180786 -0.00417265 0.00144975 -0.000147594 0.00373756 0.00925594 0.0006223 0.00935209 0.00385102 0.00821838 0.00140648 0.00339872 0.00060557 -0.01428 -0.00508022 -0.0275618 0.00470726 0.00120927 -0.00765901 0.0056509 -0.000402192 -0.00350368 -0.0215726 0.00190239 0.00696943 -0.00773109 -0.00242888
internal_weight=345.833 131.757 130.091 2.46964 1.54179 214.076 126.061 88.0153 26.1382 121.364 12.7469 17.9305 12.9765 61.8772 47.3383 41.0542 8.86866 14.5388 6.20434 32.1855 24.6274 8.21836 16.409 108.617 46.3031 8.52535 62.3143 28.7179 8.59607 33.5963
internal_count=2900 1527 1471 75 50 1373 908 465 123 884 47 75 53 342 259 226 78 83 67 148 116 40 76 837 409 91 428 161 75 267
is_linear=0
shrinkage=0.0322042


Tree=445
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 1 1 1 0 0 2 1 0 0 0 1 1 2 2 2 0 2 1 1 0 1 0 2 2 1
split_gain=0.962804 1.83915 1.67328 3.17891 2.41388 1.64813 1.92704 3.13924 4.54419 1.75293 1.52645 1.73442 2.49247 1.54012 2.4808 1.78471 2.6301 1.50867 1.44588 2.23463 1.62834 2.87684 1.32649 2.34422 2.24051 2.30862 1.48433 1.90244 1.18973 1.68378
threshold=0.52366695610000014 0.48181192180000004 0.35877668335000007 0.49678153350000009 41.322103772800006 0.39971857130000005 0.40621538280000008 0.41640968835000008 0.52772372085000019 0.53321756835000012 38.238138001450004 0.43166372265000008 0.56369569775000017 0.54017843775000018 0.54191491270000014 0.41985269900000005 0.42067602765000006 43.124157941850008 40.982542372850013 41.872669623500009 0.5089817670000002 43.542456167850005 0.39584144190000009 0.39458399450000009 0.52772372085000019 0.38991347565000006 0.53484925600000011 37.858673296900008 33.151194885250007 0.49091344570000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -7 8 -8 -9 11 -11 -13 -12 -15 -16 -17 -6 -5 -20 -21 -22 23 24 25 -2 27 -24 -14 -30
right_child=5 2 3 18 17 6 7 9 -10 10 13 12 28 14 15 16 -18 -19 19 20 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=2.4954593100695454e-05 -3.7026419085217959e-06 0.0019070603362669068 -0.002495872499513171 0.00067289041218610316 8.6492639497741516e-05 0.0014333210785670012 0.0021185187278670923 0.0027011605904559829 -0.0038485835189942313 -0.0036576664136596959 -0.0014216637760198275 0.0016268686700014977 0.0012079025582291823 0.0025825761515111036 -0.0019613617332213634 0.0022084443207039148 0.0001132870720973171 0.0015702755510025583 -0.0031289871730705711 0.0011604259237219165 0.00072396000284770802 -0.0039663486228301015 0.00042547736771215972 0.001664913082412867 0.0001109512947976887 -0.0039628837583780873 -0.00017302382293874348 -0.0035975290675548371 -0.0037099779418595167 0.00087340602115751169
leaf_weight=118.90734001738019 2.2650120416656199 16.675646133720875 3.6158322538249186 43.271096235141158 22.619706697762016 9.3617972657084447 1.6036478392779816 2.3385867390315971 4.066347551997751 1.8677942072972635 5.0740419421344987 3.1577377803623676 0.9439953130786306 4.0223606377840033 3.3981956690549842 5.7988245300948611 78.376069299061783 8.4942097216844541 2.3312673345208159 5.9812587937340123 2.9109439607709646 1.9800594879779962 1.4175055455416421 4.5365453679114571 9.0277250609360618 3.2055731499567628 3.9192777192220092 4.1916092373430729 2.8652032366953795 0.96575099567417044
leaf_count=843 18 70 36 182 87 44 7 30 65 47 31 20 94 11 22 20 718 31 19 49 17 56 17 21 63 53 25 58 86 60
internal_value=0.000158446 0.000282448 0.000566262 0.000232851 0.00098549 -2.60781e-05 0.000123846 1.67603e-05 -0.0021609 0.000130238 7.37684e-05 -0.00105512 -0.00044233 0.000188216 0.000277397 0.000171517 0.000257623 0.000491571 0.00040756 -0.00046199 0.000109877 -0.00117485 -0.000676098 -0.000218395 -0.000807685 -0.00232365 -0.00159045 -0.00258086 -0.00181072 -0.00255455
internal_weight=379.191 226.787 107.88 60.0905 47.7896 152.404 123.84 114.479 5.67 108.809 106.47 9.80048 7.93269 96.6695 91.5955 87.5731 84.1749 31.1139 56.4746 13.2035 10.8723 4.891 28.5632 19.0349 14.4983 5.47059 9.52839 5.60911 4.77495 3.83095
internal_count=2900 1390 547 359 188 1510 1255 1211 72 1139 1109 307 260 802 771 760 738 118 323 141 122 73 255 155 134 71 100 75 240 146
is_linear=0
shrinkage=0.00300193


Tree=446
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 1 0 2 1 2 0 0 0 1 2 0 2 1 2 0 0 0 2 2 1 1 2 0 0
split_gain=1.24022 2.3765 1.87421 1.86401 1.63619 1.57777 1.89207 1.5163 1.20591 2.44296 2.47163 2.99522 2.64385 2.19466 2.16941 2.06442 1.99733 2.00701 1.31305 1.25485 1.2457 1.54977 2.36706 1.19473 1.76445 1.74162 3.17877 1.80661 1.60001 4.77942
threshold=0.39167988980000007 0.39388042275000007 0.47886290830000006 0.47814436690000012 40.259171735100004 0.47727612945000003 0.34518427590000006 0.51243974730000008 41.24714903835001 0.34569324270000007 42.852084787850011 0.48181192180000004 0.47976108500000009 0.48218616210000004 0.34554354660000003 42.027086531450003 0.48271009850000007 39.749124837650008 0.34512439750000007 39.344049039350004 0.49128768600000011 0.50300889195000009 0.50482021495000018 38.238138001450004 37.962710038050005 0.3982365797500001 0.39584144190000009 43.812290675100009 0.54910032635000017 0.55240861050000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 -3 14 10 11 12 -10 -11 18 -15 -16 19 -4 -18 -17 -22 -23 24 -9 26 -25 -28 -27 -30
right_child=1 7 8 4 -6 -7 -8 23 9 13 -12 -13 -14 15 16 20 17 -19 -20 -21 21 22 -24 25 -26 28 27 -29 29 -31
leaf_value=0.00012525967999797727 -0.0028821286665691088 -0.0028484674820390792 0.00071531114380215611 -6.0246357252250832e-05 -0.002527659164899066 0.00076083366453047767 -0.00097945013895173075 -0.00034656687015981598 -0.00085529312660023336 0.0015028952338919659 0.00052478378938459905 -2.1682525545512213e-05 -0.0042890796272769659 -0.00098633468653398543 -0.0012195571154365113 0.001368426329723602 0.00042537752858475046 0.0013140918138125183 0.0021598518617421936 -0.00097758252251708153 -0.00078302134341491029 0.0026569554824275505 0.00017023331331015676 0.00056386656756431759 -0.0032686345586887293 0.00059088748473743705 -0.0033534607013661925 -0.00011942761443991504 -0.0037723589102746226 8.9405138722723401e-05
leaf_weight=47.729518413776532 1.9454235942102958 1.2433699225075532 7.96987306326628 3.6259355694055548 3.6285440102219582 17.857557501643896 13.399837236385791 16.476232225715652 2.9769600182771701 11.48803002014756 8.4232802093029004 6.1018611490726471 3.0773588716983795 7.7796570993959895 4.5333989262580863 8.3492010030895454 37.489800505340099 17.317579455673695 9.0890300720930082 4.8599791079759589 7.430301375687125 3.1872847378253963 13.628295352682469 5.1283698333427292 1.5234590236796055 45.756992446957156 3.5886255465447903 1.7264353781938551 2.2329633715562514 68.748396087437868
leaf_count=419 56 47 30 14 36 66 156 348 16 37 32 23 25 43 22 29 155 75 28 23 35 13 96 31 29 239 44 17 23 693
internal_value=0.000156859 -2.98377e-05 0.000272304 -3.41997e-05 -0.0012944 8.15419e-05 -0.000116898 8.05824e-06 0.000444281 0.00020058 -0.000556726 -0.00130613 -0.00260066 0.000501084 0.000661538 0.000216034 0.000442743 0.000569041 0.00148497 0.000264377 0.00050301 0.000204999 0.000641575 3.25222e-05 -0.000593885 0.000121176 -0.000895183 -0.00230298 0.0002121 -3.208e-05
internal_weight=388.314 148.37 239.943 86.2414 7.25448 78.9869 61.1294 146.425 153.702 72.4422 20.5795 12.1562 6.05432 51.8628 81.2597 40.3747 64.2008 59.6674 17.0589 42.3498 32.5951 24.2459 16.8156 145.181 17.9997 127.182 10.4434 5.31506 116.738 70.9814
internal_count=2900 1527 1373 691 50 641 575 1471 682 349 96 64 41 253 333 216 275 253 58 178 173 144 109 1424 377 1047 92 61 955 716
is_linear=0
shrinkage=0.00259775


Tree=447
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 1 1 1 0 1 0 0 0 0 2 0 1 1 1 2 1 2 2 1 1 2 1 1 2
split_gain=0.322492 0.615264 0.759835 0.461275 1.0023 0.310909 0.979656 0.693718 1.92365 1.41726 0.664002 1.69702 0.637466 0.448495 1.43388 1.25881 0.812256 0.648419 0.572459 2.44218 1.71686 1.43096 1.62356 4.41221 1.35408 2.08457 1.21697 1.04346 2.87784 1.22899
threshold=0.50663153795000015 0.52041855035000018 0.52332265500000019 0.57987784795000008 0.59210802070000013 0.47727612945000003 0.34524415440000006 0.35675578575000005 0.35814795965000007 0.47706655490000011 0.34500464060000008 0.47648274005000008 0.47760546090000006 0.47886290830000006 0.47814436690000012 40.259171735100004 0.47905751325000007 0.3453339720000001 0.35585760905000008 0.35759408400000009 40.621691032550004 0.34569324270000007 42.852084787850011 41.495754733000005 0.35877668335000007 0.36106703390000006 42.233786329550007 0.3459626957000001 0.34632196640000007 42.564639561200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 10 9 -9 -8 11 -1 -7 14 17 -16 -15 -14 20 -20 -18 22 23 -22 -21 -26 -25 -23 -29 -30
right_child=1 2 3 4 -6 12 7 8 -10 -11 -12 -13 13 16 15 -17 18 -19 19 24 21 27 -24 26 25 -27 -28 28 29 -31
leaf_value=0.0010669828358478351 -0.034015341087540354 0.029016088000515888 -0.029048442553932203 0.019741852870962223 -0.034970563292380942 0.0092955402509348924 -0.031866558367317228 0.026822849773564639 -0.012755235657919008 -0.0033724376010394151 0.010519866310195457 -0.021004467283603931 -0.0035061371442204675 0.015411092204865735 -0.0020715130422864609 -0.026752634342991834 0.011941391978031894 0.011256309973543495 -0.030724681880074722 0.023148300060158174 0.0034467315225130842 0.012298296699334127 0.0066815236861973602 -0.034953331143602717 -0.028522057115150802 0.00054373856925162283 -0.012074148028541454 -0.017081630149447406 0.015765017774464749 -0.00075956666027389549
leaf_weight=34.910294015193358 0.59468542149988879 0.48262698177131858 0.65983388212043781 0.73531538806855656 0.40539310387976002 7.1288378089666358 2.4072994310990889 1.359816772979684 3.2471117635723203 3.1385162994265556 4.6636400917777783 2.9484131406061342 5.0674580223858339 3.0630714828148475 3.3791538178920737 3.085376925766468 13.814109072089193 4.2863477058708668 1.9762020967900742 2.0367158874869338 9.9003855958581024 10.230052605271341 7.6877111140638581 4.2021771594882003 1.9455003775656212 189.75287756657053 3.1933126598596573 4.9519142508506802 7.1830852106213552 6.8743541687726974
leaf_count=376 70 10 150 10 79 25 71 10 55 16 28 24 24 12 14 36 66 17 15 10 39 33 29 26 13 1540 21 23 27 31
internal_value=0.000607773 -0.00870508 -0.00211265 -0.0104566 0.000297765 0.00068604 -0.00128829 -0.00908526 -0.00107306 -0.015741 0.000573339 -0.000651928 0.00104495 0.000836845 -0.00373368 -0.0138513 0.00110782 0.0032587 0.000941703 0.000174311 0.00314914 0.000909178 -0.00400051 -0.00874848 0.000489497 0.000248757 -0.0250743 0.00510426 0.00123272 0.00768418
internal_weight=345.312 2.87785 2.28317 1.80054 1.14071 342.434 52.6751 10.1527 4.60693 5.54582 42.5223 37.8587 289.759 282.63 15.8183 6.46453 266.811 9.35381 263.748 195.711 68.0371 54.223 24.9836 17.2959 193.735 191.698 7.39549 29.2394 19.0094 14.0574
internal_count=2900 319 249 239 89 2581 580 152 65 87 428 400 2001 1976 91 50 1885 41 1873 1578 295 229 115 86 1563 1553 47 114 81 58
is_linear=0
shrinkage=0.0279367


Tree=448
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 2 0 1 1 0 2 1 1 1 0 1 0 0 2 0 0 2 1 0 2 0 0 2 2
split_gain=1.38009 1.21967 1.80377 1.70713 3.26126 3.02957 1.55076 1.61019 1.41661 2.50952 2.58683 1.27772 1.6593 2.63479 2.81857 3.79469 1.85522 1.7292 2.02926 1.44579 1.86874 3.25723 1.40256 1.32596 2.28645 1.54259 1.67531 1.23877 3.41357 3.1609
threshold=0.30560462260000004 0.52324780695000006 41.919251152600005 38.238138001450004 0.52877159370000015 0.52937037810000021 37.962710038050005 0.53781323915000012 0.40621538280000008 0.43166372265000008 0.56369569775000017 38.386256906100009 0.39971857130000005 0.40367054880000008 0.41640968835000008 0.52833747495000016 0.39724858540000008 0.53321756835000012 0.53839705400000015 41.395309858300003 0.53321756835000012 0.52511900840000014 43.633733172900008 0.48627286610000009 0.61532588845000014 45.027406014450008 0.63075955810000017 0.47997065955000012 43.45354240915001 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 -7 -9 -10 -11 -5 16 -14 15 -15 19 -16 -19 -13 21 -21 -18 -20 -25 -26 -27 28 29 -4
right_child=1 3 27 11 5 6 -8 8 9 10 -12 12 13 14 17 -17 22 18 23 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0030122744307826861 0.00050735197614037379 -0.0037547028451064167 -0.00050160044953649478 0.0018686515885180338 0.0030031844462047271 -0.003684860494798443 -0.0036840272465650729 0.0011854999278729079 -0.0035473238597157814 0.001938842122975993 -0.0014375952774735715 0.00090212362940779922 0.0018717893183897107 0.0013490572687617183 0.0026065615337797928 -0.0036931286235681415 -0.0035819346181739597 -0.0027610186136214345 0.00031017979465623816 0.00090566493220814459 0.00029379277398847257 -0.0036400066874858914 -0.00035931055071973674 -0.0031568738037700073 -0.0030887330581079761 0.0023222998043556167 -0.00049386620773580168 0.0003234462300741994 0.00034583299938807682 -0.0030160964908979488
leaf_weight=1.1159263593144704 136.57704032224137 2.6327133928425637 13.806801404803993 3.2149283837061366 1.952837318181994 1.1873498372733617 1.3536674188217137 4.1049426048994055 2.1363473297096771 3.1426646448671818 4.4901457288651727 5.9123343378305497 7.0956792291253796 1.8636682955548156 2.34267389262095 3.4997096285223961 2.7377608306705943 1.9454736858606327 83.235103959217668 1.9985116720199565 5.8320217025466263 3.5939634088426828 1.8397560957819221 2.4681671825237563 1.1940517270704711 2.5076107680797577 5.487135998904705 44.322960503399372 25.156221799552441 5.777638418134301
leaf_count=91 692 41 108 15 5 17 26 16 48 18 228 30 27 11 31 51 35 17 445 12 45 60 14 105 115 10 99 261 156 71
internal_value=0.000157419 0.000166645 0.000301263 -2.58853e-05 -0.000783607 -0.000357755 -0.000757592 -0.000494574 -0.000221549 -0.000812782 -4.74113e-05 9.04622e-05 4.76573e-05 0.000188619 7.43777e-05 -0.00194107 -0.000670453 0.000183367 0.000124746 -0.000243701 -0.000836681 -0.00201558 -0.00228673 0.00018391 -0.000717707 -6.2532e-05 0.000389445 -1.477e-05 -0.000349829 -0.00124341
internal_weight=384.526 383.41 225.641 157.769 21.0007 18.368 16.4151 15.0615 13.8741 9.76916 7.63281 136.769 133.554 111.639 104.544 5.36338 21.9143 99.1802 96.8375 17.3368 11.4245 5.59248 4.57752 94.8921 11.657 9.1888 7.99475 89.0636 44.7407 19.5844
internal_count=2900 2809 1288 1521 399 358 353 327 310 294 246 1122 1107 911 884 62 196 822 791 147 117 72 49 774 329 224 109 596 335 179
is_linear=0
shrinkage=0.00285438


Tree=449
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 2 0 0 2 1 0 0 2 1 1 2 0 1 2 2 1 2 1 0 2 0 1 0
split_gain=2.28479 3.21203 2.8599 2.57693 2.22933 3.01251 1.96667 1.89792 6.7042 3.89713 2.93389 1.83242 1.82993 2.02138 1.75022 2.23878 3.97462 2.48763 2.23653 3.92325 2.1899 2.76185 2.17561 1.86226 1.45616 2.47518 2.74703 3.48156 1.98017 1.41575
threshold=0.39078171310000004 0.52646627350000019 0.47727612945000003 40.305698932850007 0.52428071015000011 0.51243974730000008 42.049402686800001 42.852084787850011 0.48218616210000004 0.51589772760000019 42.448133449100006 0.34518427590000006 0.47778509625000004 0.47886290830000006 38.238138001450004 0.39167988980000007 0.39971857130000005 41.468518788800004 0.54511840960000013 0.41917906650000009 44.269496632500008 40.660558922250004 0.39685937550000011 37.962710038050005 0.35585760905000008 0.49128768600000011 41.261521012900012 0.48218616210000004 0.36254902550000007 0.42314601355000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 5 -5 12 8 10 -9 -8 29 -4 -14 23 -16 17 -17 20 -20 21 -18 -19 -3 25 26 -15 -28 -26 -1
right_child=1 14 6 4 -6 -7 7 9 -10 -11 -12 -13 13 24 15 16 18 22 19 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.00046469364398098303 -0.0029074521668467452 -0.00034947145860126998 0.0015579561064227316 -0.0023235048826695383 -0.0025636558784473185 0.0014515515034369828 -0.0007228961451148907 0.0006657415420648281 0.00060000103966713141 -0.0013306855128241047 -0.0031862932170085264 -0.00077828514266719986 -0.00042245980651822696 0.0011061048174255195 0.0022789449246617623 0.00024173368673536841 0.00017992668290388702 -0.0027458555083125632 -0.0025580150717473176 0.00010974201279535209 -0.00057012316091512201 0.0014756278305347078 -0.00057863000358475544 -0.0027059975994884471 -0.00086457398201795284 0.0021415576840365844 0.00080313061931161988 -0.001259544670081602 0.00049813276439133233 0.0003250979052399217
leaf_weight=14.449650671798734 2.9155042273923737 18.20569441962289 8.1656801924109441 1.3775070197880266 1.6938555259257553 3.1343577299267054 4.9658056646585482 33.149509029462934 12.733014337718485 5.1084214346483341 3.9135463535785675 13.823676125844939 9.536111578345297 26.421032954007387 2.1619891524314871 4.5734374448657027 13.577133260667326 4.3798508932813984 2.5780703257769337 77.919127324013971 5.4948324612341812 16.494919091463089 4.0229081902652979 1.6562015539966513 5.3241103291511527 6.0883081927895537 9.2386059537529928 6.1839685067534438 51.729645725339651 35.560464426875114
leaf_count=236 46 340 22 45 32 33 31 136 48 54 34 156 45 89 5 25 51 59 41 710 51 52 31 29 28 23 29 28 208 183
internal_value=0.000166418 -3.13948e-05 0.000295022 -0.00125752 -0.000482365 0.000298998 0.000430569 0.000114442 -0.000389575 0.000399167 -0.00180863 -9.26279e-05 0.000584836 0.00051545 4.26383e-05 0.000131744 9.57695e-05 -0.001021 0.000220626 2.43022e-05 0.000664959 0.000890636 -0.00170827 -0.000545972 0.000600643 0.000874026 0.000689598 -2.39375e-05 0.000370968 9.68998e-05
internal_weight=406.577 160.185 246.392 9.12122 6.20572 4.51186 182.558 59.8703 21.6124 38.2579 8.87935 63.8338 122.687 114.522 151.064 131.202 129.04 12.9762 116.064 80.4972 35.5669 30.0721 8.40276 19.8619 104.986 47.9319 41.8436 15.4226 57.0538 50.0101
internal_count=2900 1550 1350 156 110 78 775 303 113 190 65 575 472 450 1394 1025 1020 115 905 751 154 103 90 369 405 169 146 57 236 419
is_linear=0
shrinkage=0.00212766


Tree=450
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 1 1 2 2 0 0 1 2 2 2 1 1 2 0 1 0 2 1 0 1 1 1 2 0 1
split_gain=1.81035 2.82488 2.49213 2.42901 1.55893 2.17583 2.9131 1.96835 1.96357 1.78597 3.30756 1.66103 2.21124 1.84754 1.91247 2.39441 3.7133 1.75438 2.31558 1.85453 1.45781 1.59803 1.72304 3.9585 2.06062 2.47907 2.48938 1.28625 1.28228 1.8218
threshold=0.39167988980000007 0.47727612945000003 0.39388042275000007 0.34518427590000006 38.238138001450004 0.3982365797500001 0.39584144190000009 37.962710038050005 44.015822920550008 0.52877159370000015 0.52975958800000011 0.45280081435000008 47.673928029900004 44.710446918150005 43.509905336500005 0.45772581660000006 0.46613873835000008 46.177190236600005 0.61802041855000012 0.5024400467000002 0.42314601355000009 37.572218886150004 0.34500464060000008 0.47577916830000005 0.34307356065000005 0.32600820335000008 0.34193587020000005 44.921040431000009 0.53781323915000012 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 20 7 6 -6 9 -8 -4 -11 12 -7 14 15 -13 -17 -15 -19 -20 27 -22 23 24 25 -23 -27 -1 -12 -30
right_child=2 -3 4 -5 5 11 8 -9 -10 10 28 13 -14 17 -16 16 -18 18 19 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0011198218175769493 -0.0020435011927462878 0.00035164773460803252 -0.0021662306148665981 -0.00076613292956677131 0.00024774554767096214 0.00035709081696488036 -0.0023753523192387893 -0.0023762378955856653 3.7372240313368066e-06 0.0027748508805281145 -0.0022813666103277961 -0.0017557236874912064 -0.0010295629041457426 0.0014128259075001284 -0.0024545532389421798 0.00087887535492553275 -0.00096994251135926971 0.00059621850054723401 -0.00268978345687156 -0.00029601006683103282 0.0011888768685465133 0.00053523197343291538 0.001280394371795034 -0.001571405043899953 0.00095349041194199395 -0.0024160704990237674 6.976406355770957e-05 1.7192782903811602e-05 0.00096266358461770472 -0.00059577855564642442
leaf_weight=5.3431047024205318 2.0495749739930025 184.01130994874984 1.5912354346364797 14.392912783427162 5.5021734461188299 81.577958162408322 3.8697969019412994 1.7103833962464694 1.70669175311923 1.2477024793624867 1.095810405910014 3.5236774152144852 4.1245717976707956 3.6072169458493617 1.6650792737491418 7.2923352196812612 7.5471181640168652 8.0301709193736297 1.5274160467088211 3.9944184992928058 5.7291575632989398 6.9471213817596524 3.8447395786643019 4.7484248112887135 9.2187567651271802 2.6468083206564188 2.8629671633243561 9.3240509275346977 3.4217208661139003 10.17810626933351
leaf_count=185 56 798 29 156 31 403 47 30 15 2 15 33 87 15 27 32 228 65 16 89 25 36 12 32 31 36 11 51 13 294
internal_value=0.00013703 0.000234645 -1.95615e-05 -9.62891e-05 7.5132e-06 7.81532e-05 -0.000706097 -0.000484228 -0.00164723 -0.000299675 -0.000113382 0.000148854 0.000290356 -0.000177252 -0.000558455 -0.000386526 -6.1405e-05 0.000267687 -3.71214e-05 -0.000958161 9.39996e-05 0.000294059 0.000124691 -4.34651e-05 0.000291256 -0.000198831 -0.00112439 -0.000397011 -0.000358601 -0.000203674
internal_weight=404.333 249.069 155.263 65.058 153.214 133.969 11.0787 19.245 5.57649 17.5346 15.9433 122.89 85.7025 37.1874 20.0282 18.3631 14.8395 17.1592 13.552 5.52183 50.6651 35.998 30.2688 26.4241 21.6757 12.4569 5.50978 14.6672 14.6956 13.5998
internal_count=2900 1373 1527 575 1471 1088 93 383 62 353 324 995 490 505 320 293 260 185 170 105 419 183 158 146 114 83 47 236 322 307
is_linear=0
shrinkage=0.00184769


Tree=451
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 0 0 2 0 1 1 1 1 0 2 2 2 2 2 2 1 0 0 2 0 1 1 1 0 0
split_gain=0.351256 1.23706 0.323166 1.20141 1.13208 0.397453 0.70255 0.893599 1.05146 0.460364 1.48265 0.597067 0.439115 1.34248 1.02421 1.24241 1.24137 0.913894 0.865776 1.56938 1.2638 0.653891 0.446615 1.70627 1.44059 2.59757 0.513922 2.44369 1.62966 3.60715
threshold=51.779769178100004 0.49901200560000009 0.39672464895000009 49.110028829250005 44.921040431000009 0.3972336157500001 0.42314601355000009 41.468518788800004 0.41197868325000003 0.32272985840000007 0.33263974130000007 0.32600820335000008 0.34491482290000003 0.47694679800000012 43.968221017800005 42.718072821900002 42.131954243650007 40.982542372850013 39.039757512550004 42.508878681700004 0.34446573455000007 0.47943175355000006 0.47778509625000004 42.467547400400008 0.47868327295000007 0.34545372890000009 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 8 -7 -8 11 -11 18 14 15 16 17 -14 -12 20 -20 -22 23 -15 25 -24 27 -26 29 -28
right_child=1 -3 5 -5 -6 6 9 -9 -10 10 12 -13 13 22 -16 -17 -18 -19 19 -21 21 -23 24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.038074890732865588 -0.043510730432810868 0.010080271666913635 0.016324392709709052 -0.046371364135454278 0.0065611175144394927 0.027632546285673163 0.011285881679284635 -0.050727200639307031 -0.025032954344074057 -0.0093583891771125624 0.015683757715852002 -0.044766429820658878 -0.0063832743886351791 0.016582352238754629 0.0059401973467513303 -0.045727587777773145 0.010042691228743458 -0.047603876996116727 -0.021394572338864586 0.014299393475784367 -0.0069576644036074848 0.010179297817660606 -0.045002648470410571 -0.0095371789509565465 0.0018061371769259125 0.00379198714503628 0.0057209564848191459 0.025042677185444812 0.00094093634229993164 -0.040242615509129893
leaf_weight=0.90921367262489994 1.0199047599453472 1.3211890670936552 2.2745428066700688 0.89906919747591008 4.6045423373579979 0.82365124952048052 5.8801150862127534 0.76789820054545987 1.3158674061705822 1.29035210981965 7.9553163778036824 1.2556460462510584 1.4691848614020258 9.5099890083074552 2.8226852938532829 1.8606759505346415 2.1764084994792938 1.4070745427161453 4.4770672321319642 8.8031503446400148 6.1100780405104143 5.7993730455636978 2.5318844076246014 5.1529533583670846 81.697529255412519 3.4368259496986866 5.0981627681758237 6.5313457623124114 163.29997648803692 4.1297555891796947
leaf_count=116 73 25 12 10 20 14 33 32 38 9 39 32 41 33 16 50 18 22 23 41 29 22 24 31 386 24 55 34 1540 58
internal_value=0.000844913 -0.0132668 0.00094087 -0.00718846 -0.000799322 0.00109516 0.000991946 -0.0168995 -0.0047583 0.0011483 0.000965902 -0.0268211 0.00118407 0.000730177 -0.012615 -0.020191 -0.0107871 -0.0265485 0.00517079 0.00185062 -0.0048371 0.00138727 0.00119192 0.00740324 0.00085046 -0.0169063 0.00125691 0.00352628 9.63849e-05 -0.014849
internal_weight=346.631 2.34109 344.29 6.41283 5.51376 337.878 335.603 2.90742 2.13952 332.696 326.815 2.546 324.269 291.124 9.73603 6.91334 5.05267 2.87626 33.145 25.1897 16.3865 11.9095 281.388 14.6629 266.725 5.96871 260.757 88.2289 172.528 9.22792
internal_count=2900 98 2802 146 136 2656 2644 84 52 2560 2527 41 2486 2332 147 131 81 63 154 115 74 51 2185 64 2121 48 2073 420 1653 113
is_linear=0
shrinkage=0.0365552


Tree=452
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 1 0 1 2 2 1 0 1 0 2 0 0 2 2 2 1 2 0 1 0 0 0 0 0
split_gain=0.316703 0.559806 0.67902 0.432927 0.884124 0.346272 0.36686 0.629644 0.592509 0.358633 0.697816 0.336624 1.52637 0.471719 1.46422 0.718504 0.663342 0.644522 2.04791 2.10719 0.957006 0.475545 2.06697 1.18022 3.67433 1.10181 1.0939 1.96314 1.85678 2.13189
threshold=0.50663153795000015 0.52041855035000018 0.52332265500000019 0.57987784795000008 0.59210802070000013 32.785955158400007 0.38185982460000006 0.53136133645000017 0.32921170025000007 34.542090938800008 33.96174662340001 0.34193587020000005 0.4622167001000001 0.34392682850000006 0.4622167001000001 45.027406014450008 0.47470135625000004 0.47670728420000003 40.08085804200001 42.541806567400009 42.871500973550006 0.38906020780000011 37.064694648750013 0.52215502530000013 0.39024280710000009 0.52877159370000015 0.52428071015000011 0.53136133645000017 0.52646627350000019 0.52803808270000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 8 -8 -1 10 -7 12 -11 -13 15 -15 -16 18 -18 -20 -21 -19 25 24 -24 -23 -25 28 -28 -30
right_child=1 2 3 4 -6 9 7 -9 -10 11 -12 13 -14 14 16 -17 17 21 19 20 -22 22 23 26 -26 -27 27 -29 29 -31
leaf_value=0.0096635169193963494 -0.044913096766173527 0.036818061552496999 -0.038808520764284059 0.023967157880015182 -0.046023796089406634 -0.0014406238092477142 0.01800475256884268 -0.039943454813851545 -0.048950825113237652 -0.0008113851151171713 0.021188340185247741 0.01143748882704561 -0.038154763647700922 -0.042543596175103102 0.013772222948519592 0.00036437827495718723 0.023755898261140395 0.0026411446923877003 -0.054350231031980847 0.015791939824204369 -0.022807340508603179 -0.050490294379282201 -0.069197528170710773 0.014185920298666587 0.0034189757781908289 -0.012911814697875335 -0.047387312112530153 0.0019042294398813483 0.011276913932251026 -0.023214742666392292
leaf_weight=0.36244010180234842 0.56845694140065406 0.46659043189720284 0.629713666246971 0.73676374403294154 0.38460742125607794 4.145482850726693 0.86389445699751355 0.37714362773112953 0.72342600012780167 18.876423346693631 3.5350375482812524 6.0625957809388629 1.667904854286461 1.6106862991582596 5.7011328041553488 0.82694654166698445 1.8663102779537428 148.58619220554829 1.8325721081346271 1.6606451892293992 1.9617385566234586 1.4269602601416398 1.3789905421435822 8.5336809098953363 3.3351532306405716 4.6599530527018942 1.9539159855339665 109.65496509685181 4.5977866686880571 5.5228211171925068
leaf_count=26 70 10 150 10 79 44 7 68 32 246 33 24 30 61 26 4 7 749 23 13 29 28 10 51 67 85 43 771 37 67
internal_value=0.000779916 -0.0117846 -0.00329275 -0.0139806 -3.83107e-05 0.000882356 -0.0135029 0.000394659 -0.0293865 0.000980981 0.00897459 0.000795899 -0.00384313 0.00110218 0.000896814 -0.0279874 0.00112944 0.000886728 -0.0100778 -0.0216533 -0.00511189 0.00116387 -0.00039218 0.000569678 -0.0178229 -0.0217214 0.0012353 0.000327409 -0.0139925 -0.0075452
internal_weight=344.511 2.78613 2.21768 1.75108 1.12137 341.725 2.3269 1.24104 1.08587 339.398 7.68052 331.717 20.5443 311.173 305.11 2.43763 302.673 296.972 7.32127 5.45496 3.62238 289.65 141.064 134.977 4.71414 6.08691 130.263 121.729 12.0745 10.1206
internal_count=2900 319 249 239 89 2581 133 75 58 2448 77 2371 276 2095 2071 65 2006 1980 72 65 42 1908 1159 1046 77 113 969 918 147 104
is_linear=0
shrinkage=0.0374183


Tree=453
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 0 0 2 2 1 0 0 2 1 1 1 0 2 2 2 1 2 2 1 1 2 0 1 1
split_gain=0.29481 1.17695 0.713386 0.368048 0.980197 0.437397 0.263074 0.44267 0.886463 1.28903 0.275635 0.418857 0.740067 1.39798 0.484001 1.17267 0.39645 1.36897 0.710893 0.487598 1.83905 1.29142 0.50204 1.45043 1.29644 1.21992 1.17995 1.1533 1.53227 2.20931
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.65954612140000013 0.64899254515000016 0.50663153795000015 0.39672464895000009 0.37331217625000007 49.110028829250005 48.315732392000008 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32272985840000007 0.33672644530000007 0.34392682850000006 0.4622167001000001 45.027406014450008 50.264779514000004 51.307674290650006 0.48363821445000005 47.480720532750006 45.90502654165001 0.44922307715000004 0.37852160115000005 45.027406014450008 0.57600071855000012 0.45772581660000006 0.45877368940000007
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 7 -1 9 -9 -8 12 -12 -14 -13 -16 -17 18 -18 22 -21 -22 23 26 25 -24 27 -19 -29 -30
right_child=1 2 -4 5 -6 -7 10 8 -10 -11 11 14 13 -15 15 16 17 19 -20 20 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.014591754587616442 -0.036693928301565593 0.022531623241739029 -0.032345033725105429 0.024358887425709727 -0.035589884530155429 -0.0018818157565097832 0.010885104550014513 -0.0338387969711854 -0.037647200205759353 0.0051683159410041866 0.0068188789032400995 0.010813648278108516 0.0045785497308044607 -0.042215547456049135 -0.018329244787315173 0.0073758629073719818 -0.034770603398494845 0.0011819134168941324 0.00026661075576874828 -0.041491205204807785 -0.032338788793117142 0.012391364263621111 0.018708223588160051 -0.017074632879995957 0.021400102339914399 -0.0064150655926253335 0.01483510641749528 -0.025406418793357574 0.034625860516086175 -0.0076289317359448739
leaf_weight=0.87204481707885761 0.97760917924460855 0.49324576009530641 0.52866084936249524 1.2803888265043499 0.58883615248487331 1.085989197832532 2.4852274293079963 1.0070440440904347 0.8312164619565009 3.5330555215477943 1.6096622985787683 4.437672793865203 1.1284865047200585 1.238988440367393 2.9679371751844874 8.4539397768676263 1.5213952732738101 266.26930621557403 0.82678537815809239 1.1909089200198639 0.76945963432081077 2.6650082780979574 2.4661842044442874 4.1551738725975147 3.9543169327080241 6.5003210764843971 5.6105713862925759 3.4642144395038477 1.3265982824377704 8.3444155576580652
leaf_count=12 33 24 129 5 42 49 26 112 10 12 18 23 17 47 51 41 57 1562 4 23 65 35 13 62 18 61 38 62 6 243
internal_value=0.000569615 -0.00679545 0.000553838 0.00559735 -0.00909634 0.0123164 0.000677698 -0.00550753 -0.0087707 -0.00348389 0.000794228 0.00071798 -0.00909238 -0.0199106 0.000838061 0.000699932 0.000877803 0.00070006 -0.0224341 0.000877172 -0.00892307 0.00237 0.00102723 0.000765137 0.00689281 0.000494946 0.00102522 0.000747911 -0.00804993 -0.00183273
internal_weight=342.585 4.95473 3.97712 3.44846 1.08208 2.36638 337.63 6.24336 5.37132 4.5401 331.387 328.901 3.97714 2.36747 324.924 320.487 317.519 309.065 2.34818 306.716 4.62538 3.43447 302.091 289.17 12.9208 8.96651 285.015 279.405 13.1352 9.67101
internal_count=2900 282 249 120 66 54 2618 146 134 124 2472 2446 82 64 2364 2341 2290 2249 61 2188 123 100 2065 1973 92 74 1911 1873 311 249
is_linear=0
shrinkage=0.0304144


Tree=454
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 0 0 1 2 1 0 1 1 2 1 1 2 0 1 2 1 2 2 0 0 2 0 2 0
split_gain=1.9068 2.41594 1.86358 2.50132 1.96415 1.84986 2.69194 2.87164 2.75396 3.73181 2.0564 1.9053 1.87298 1.66025 3.14423 2.60428 5.73702 3.15679 4.81352 3.10161 2.51838 3.11012 2.39423 2.66335 4.89723 2.26399 2.95014 2.4701 2.06295 2.52171
threshold=0.38906020780000011 41.919251152600005 38.238138001450004 37.962710038050005 0.52104727400000017 0.51929582950000019 0.50579323975000012 0.48607826115000008 0.35585760905000008 40.660558922250004 0.36000419150000007 0.51243974730000008 0.36730936200000003 0.34581299960000006 43.740100730350001 0.34512439750000007 0.34542378970000004 42.233786329550007 0.47997065955000012 0.34560342505000002 43.542456167850005 0.3459626957000001 43.19689381845 42.674081447500008 0.50109278165000015 0.5089817670000002 44.758188263300006 0.53321756835000012 42.773538294100007 0.47470135625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 6 7 8 -1 -10 -9 -8 -12 14 15 17 -17 -3 28 -18 21 -15 23 -23 -25 26 -22 -27 -19 -30
right_child=2 13 4 -5 -6 -7 11 10 9 -11 12 -13 -14 20 -16 16 19 18 -20 -21 25 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.00037371288236398169 -0.00037942539439845982 -0.0023631391858996115 -0.0015919254457713297 -0.0029193089725477908 0.0001038648541516702 0.0014124996820061081 -0.0016995700530768182 0.0017567149002071236 -0.0034456019229722832 0.00078184055013185414 4.9348463026280284e-05 0.00011673346738849056 0.0013971263490814973 0.002319488949814829 0.00037537260559088078 -0.0035505020759167265 0.00087531982250329632 0.00040571791333230485 0.0024437522076699476 -0.0018200643698518492 -0.001069969250472974 0.00062129717881612124 0.0015836403018255341 -0.002649435954033815 0.0010003044451315634 -0.0029215602248930548 0.0011609376970494181 0.00025411598857691349 -4.2036201404807019e-05 -0.0033196470432754251
leaf_weight=76.064570414600894 20.997591893014036 2.5799206467345384 3.326972132548689 2.0235095465322948 142.66954149247613 9.2251146771013719 4.5705170780420286 12.231793388724325 2.142447123304009 1.8542056269943712 11.551446169614794 6.8985196948051453 8.5338870361447317 4.6735433638095882 21.032970457337797 4.22992571722716 4.2338696215301734 5.270209006033836 3.5632639825344077 3.9077539388090372 5.16504915058613 12.461799442768102 6.0507717095315448 3.9985177670605472 3.1119554713368416 2.8737883120775214 6.2186485156416893 1.9617251604795454 2.3382889269851148 2.1398935578763485
leaf_count=398 377 32 66 34 1122 31 33 49 35 11 45 26 31 14 142 45 28 41 8 29 32 56 24 32 14 47 23 10 45 20
internal_value=0.000150006 0.000279792 -2.575e-05 -0.000602676 6.52211e-05 0.000469989 0.000399783 0.000502541 0.00028096 -0.00148432 0.00105148 -0.00060708 0.000621994 1.5628e-05 -0.000263353 -0.000738683 -0.00148928 -0.000154342 0.000273743 -0.00041839 0.000311284 0.000682719 0.000384178 1.33642e-05 -0.0010521 -0.000382535 0.000148723 -0.00163322 -0.000519446 -0.00160824
internal_weight=397.902 228.884 169.018 23.0211 145.997 133.073 123.847 112.378 80.0612 3.99665 32.3171 11.469 20.0853 95.8119 49.2961 28.2631 12.3715 15.8916 13.3117 8.14162 46.5158 30.2966 25.623 19.5723 7.11047 16.2192 11.3837 4.83551 9.74839 4.47818
internal_count=2900 1301 1599 411 1188 659 628 569 444 46 125 59 76 642 390 248 102 146 114 57 252 140 126 102 46 112 55 57 106 65
is_linear=0
shrinkage=0.00218174


Tree=455
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 2 2 2 1 1 0 2 0 1 0 2 0 1 2 1 1 0 0 1 1 1 2 2 2
split_gain=0.311396 1.73135 1.52627 1.51634 1.71112 1.34511 1.06551 1.45187 1.81824 1.16118 4.41732 2.75062 1.33768 1.06086 1.04246 0.721807 0.464664 3.19676 2.39422 1.12083 2.30358 0.993173 3.21392 1.94674 1.28939 1.33874 1.23669 1.21246 1.60463 2.48256
threshold=42.564639561200003 42.487106141350004 43.19689381845 0.58859016195000013 0.62143349005000015 43.245737185650007 43.082598263550004 42.988308018450006 42.898324343550009 0.34744468730000005 0.34581299960000006 0.50449088350000015 42.674081447500008 0.50356276755000018 0.34503457980000002 0.63514565435000014 42.178283198950005 0.48851830785000006 0.34545372890000009 41.986601436450009 0.34988473400000003 0.39584144190000009 0.53592706805000012 0.52898116820000018 0.40621538280000008 0.41917906650000009 0.39410496695000002 41.792045663550006 41.322103772800006 41.134354310300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 16 -5 -4 7 8 9 10 14 -11 -13 -8 -2 -6 19 18 -18 21 -21 26 23 -23 -24 -26 -1 28 29 -27
right_child=2 -3 5 4 15 -7 13 -9 -10 11 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0021613711851935346 0.00090347491403581462 0.017673148357291172 0.028368698036750833 -0.038331966761169178 0.015023019347389184 0.00076977538685122162 -0.037888490748497518 0.013104403057002646 -0.037043034781280869 -0.058120506345678995 0.029151346613269659 0.0075131041616010941 -0.0273394426114585 -0.0046621300911717598 -0.030180828100575516 -0.035982402051530443 -0.0076946309575757019 0.0074469852200121749 -0.055734031049880679 -0.0045616798722906034 0.028068195434816753 -0.0067949120662788879 0.017669205271585393 -0.043871141507038011 -0.016604750522784699 -0.0012262606914403252 0.021716542415815367 0.022315043518439673 -0.022384777578243153 0.030797141119398526
leaf_weight=127.88147169086733 2.1040742796613028 7.3969734090496777 2.1399598661810151 2.4460580476443274 1.5863093216903505 77.772611019317992 2.5224462053738526 4.3293107650533775 2.3745091846794812 1.423314080107956 4.2196123842149973 3.6920046501327306 2.0035606053716037 2.0577947173733264 3.2190530258230865 0.41225037942058396 3.1329802146647117 9.0635455735027772 2.0075219832360744 4.8299555419944209 5.4092849083244801 3.402496480382978 4.5618926025927058 3.2804039632901549 6.0248702471144489 38.961566085316008 3.9312589429318896 2.8438045084476462 3.7290806059609158 3.0807721614837638
leaf_count=771 16 44 11 134 38 803 34 33 33 13 15 25 31 21 32 154 32 51 22 30 27 50 17 42 52 307 16 10 26 10
internal_value=0.000619664 0.00132339 -0.000906958 0.000789642 -0.0190713 0.00150884 -0.0078151 -0.00484617 -0.0089286 -0.0049219 0.00290846 -0.0154184 -0.00474717 -0.0229607 -0.0178941 0.00450194 0.00118702 -0.00482245 -0.0264555 0.00159753 0.0126763 0.00102373 -0.00241913 -0.0249943 0.000129227 -0.00133518 0.0027446 0.000557169 -0.00079466 0.00112035
internal_weight=341.841 233.982 107.858 226.586 4.44462 79.9126 27.9457 23.3654 19.0361 16.6616 9.54274 7.11888 5.69557 4.58024 5.32313 1.99856 222.141 14.204 5.1405 207.937 10.2392 197.698 65.8849 6.6829 59.202 54.6401 131.813 48.6152 45.7714 42.0423
internal_count=2900 1833 1067 1789 326 814 253 198 165 132 63 69 56 55 48 192 1463 105 54 1358 57 1301 514 92 422 405 787 353 343 317
is_linear=0
shrinkage=0.0343417


Tree=456
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 0 0 1 1 1 1 0 2 1 1 2 1 1 0 1 0 0 2 0 2 1 2 0 2
split_gain=1.43158 3.00548 1.96689 1.60573 1.34831 1.39715 2.40523 1.44933 2.02975 1.23181 2.17382 1.21791 1.68751 1.12099 1.2435 4.85761 3.36101 2.55114 3.14183 5.33451 1.92727 5.67169 3.09268 2.57359 1.23471 1.4665 1.18457 2.78664 2.01367 1.79709
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 0.52366695610000014 0.34518427590000006 42.718072821900002 0.46594413340000007 0.47694679800000012 0.35675578575000005 0.34506451900000007 0.34482500525000009 0.30949672165000003 0.37331217625000007 37.186372654950006 0.39584144190000009 0.39971857130000005 43.633733172900008 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.4211999641000001 0.54017843775000018 0.54191491270000014 40.878805547300004 0.56859076075000015 34.997818021800008 0.43374449865000003 40.878805547300004 0.56055207925000017 38.994321257850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 9 7 -7 8 -6 10 11 12 -1 24 -15 16 -16 -17 19 -19 23 -22 -23 -20 25 -5 27 29 -28 -24
right_child=1 3 -4 13 5 6 -8 -9 -10 -11 -12 -13 -14 14 15 17 -18 18 20 -21 21 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00089629614659798298 -0.0023160987274670006 -0.0013797832952708077 0.00034807919316198104 0.00061244173086056329 -0.0024554974313327383 0.00018115380420381685 -0.0026140688504452678 0.00090516919318520063 0.00037712341255875613 0.0013591824912005616 -0.0017638404209029878 0.00020836672758165397 -0.0022540335748073822 0.00098905134342295296 -0.0026346284873089202 0.001227661867556146 4.2113862885955574e-05 0.0015397057211941807 2.6494868330918454e-05 -0.0026332446964976806 -0.0031674917707119683 0.0022161043485767586 -0.00038349507773199746 0.0015279399967744181 -0.0021962147452309127 -0.0010222230623143421 0.00084288842584108968 0.00033389909571779575 -2.0818384367783684e-05 -0.0026565154559008439
leaf_weight=1.1113842688500875 2.3408154249191275 3.3513423246331504 178.18693726323545 4.1909129223786277 1.9203860342968235 2.1885787835344672 3.1466864068061113 3.3589543849229813 2.3695356384851038 2.9638672689907244 2.7618406950496128 39.350671257125214 1.9888312900438903 6.3440728150308123 4.5719696171581727 8.7388128824532014 3.4521131087094545 1.8508382327854622 9.9472586270421761 4.1981539782136679 2.2620578901842228 2.846268266439437 2.7905247304588539 9.2274611927568895 1.6727136287372548 5.1036653704941273 14.094624804332851 7.1608423627912998 57.46640838845633 3.0553802326321602
leaf_count=11 56 75 798 35 40 23 48 11 34 13 26 265 104 30 57 32 27 7 44 57 39 7 28 34 180 63 52 37 645 22
internal_value=0.000140105 -1.344e-05 0.000239326 2.19454e-05 -7.75181e-05 -0.000663167 -0.00146744 -0.000102168 -0.000890901 8.03211e-05 -3.51314e-06 0.000111013 -0.00112468 5.34789e-05 0.000103553 6.08858e-05 -0.00148304 0.000161086 7.99665e-05 -0.00135643 0.000159789 3.37949e-05 0.000116636 0.000749036 -0.000576627 -0.000285155 4.59752e-05 -0.000522484 0.000149297 -0.0015715
internal_weight=394.014 154.666 239.348 152.325 61.1607 12.9841 5.33527 7.64888 4.28992 48.1766 45.2127 42.4509 3.10022 148.974 138.007 131.663 8.02408 123.639 114.9 6.04899 108.851 89.6761 87.414 19.1747 10.9673 9.29458 84.5678 13.0067 71.561 5.8459
internal_count=2900 1527 1373 1471 575 156 71 85 74 419 406 380 115 1396 1118 1088 84 1004 972 64 908 830 791 78 278 98 784 87 697 50
is_linear=0
shrinkage=0.00204771


Tree=457
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 1 2 0 2 1 2 2 1 1 0 1 1 1 2 1 1 0 0 1 1 0 2 2
split_gain=0.271303 1.93014 1.49529 1.82226 2.56224 1.79953 2.20206 2.37389 1.62404 1.17536 1.00116 1.20369 0.837582 2.66862 0.810146 0.779325 2.76956 1.81053 1.65477 1.25448 2.50987 1.23475 1.2064 2.9118 1.09433 0.929946 1.23293 2.47631 0.738428 2.35887
threshold=0.54475913895000005 0.54317236010000014 0.4355408521000001 0.43672345135000007 0.55411514625000013 41.348489042950007 40.823855932350007 0.43033142720000012 36.735256530150004 0.56055207925000017 49.110028829250005 0.42552618185000007 37.663157789700008 38.703421923500009 0.4211999641000001 0.41865513010000005 0.54017843775000018 0.41753240920000007 0.4211999641000001 0.40850573335000007 43.968221017800005 0.40259273675000007 0.39584144190000009 0.53484925600000011 0.52898116820000018 0.39458399450000009 0.39167988980000007 0.53136133645000017 39.468990633150007 40.580626202750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 5 -4 -5 6 7 14 -6 -10 11 -7 -11 -14 -2 17 18 19 -17 21 -21 22 25 24 -24 26 -1 -28 -15 -30
right_child=2 -3 3 4 8 10 -8 -9 9 12 -12 -13 13 28 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0014170626423228251 0.0062345582764526536 0.019834772036907609 0.023129890033628097 -0.048015084493258774 -0.041046409773708596 -0.047136610137056049 0.020052857063382546 -0.049783933417422717 0.015938423671874157 0.020911730770641301 -0.00013757422713531434 -0.011527423271776246 -0.050730059671129007 0.012894169088476817 -0.01796193954625418 0.0085446456591277802 0.0042385592029785491 0.024615550041513942 -0.051551019140585921 -0.055251427978155701 0.0044404904101890928 0.022885379735719968 -0.0096713508884514118 0.0098849207921040527 -0.036998615484555582 0.019613307075520312 -0.045010078946137351 0.016957141864007871 -0.032989679087379917 0.0012617455290947564
leaf_weight=208.28082851920044 4.8798993513919431 7.3108982900157562 4.9238118249922982 1.4714254243299354 1.2065056709616317 3.1588181499391785 4.2363187707960597 1.7988099006470291 7.1350792422890654 2.4339822139299931 1.677065731026232 2.1552928611636162 1.4222902474284627 5.5717111346311858 3.0253031607717276 0.82068350166082238 6.7186820907518268 4.3405745346099129 2.5086547483806498 1.6048414811957621 2.3321997174061835 3.4342444436624637 3.6935654110275191 5.8253310471773148 4.2573056221008301 3.7047624606639138 2.1732566014397885 1.4517239280976353 2.9464346471067975 34.349899467022624
leaf_count=1364 42 33 19 11 174 53 14 34 29 38 29 14 44 50 33 5 28 15 84 17 28 20 49 24 53 15 58 10 59 454
internal_value=0.000642308 0.0012275 -0.00119339 0.00169478 -0.000171993 -0.00967391 -0.00204571 -0.0116929 0.00110643 0.0020507 -0.0248845 -0.0326943 -7.00407e-05 -0.0012231 -0.00302539 0.000685843 -0.00933853 0.00110362 -0.0367374 0.000672566 -0.0198915 0.00102031 0.000692956 -0.00984693 -0.0243038 0.00136639 0.00104738 -0.0201936 0.000419461 -0.00144414
internal_weight=340.85 258.458 82.3926 61.4611 56.5373 20.9315 13.9403 9.70401 55.0659 53.8594 6.99118 5.31411 46.7243 44.2903 7.9052 251.147 10.048 241.099 3.32934 236.758 3.93704 232.821 229.387 13.7762 7.95087 215.611 211.906 3.62498 42.868 37.2963
internal_count=2900 1803 1097 878 859 219 123 109 848 674 96 67 645 607 75 1770 117 1653 89 1638 45 1593 1573 126 102 1447 1432 68 563 513
is_linear=0
shrinkage=0.0367371


Tree=458
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 2 2 1 2 0 1 0 0 0 1 0 0 0 1 1 0 1 0 2 0 2 2 2 2 2
split_gain=0.297537 0.478077 0.787398 0.624839 0.354955 1.3519 1.21705 0.985759 2.48934 1.12852 2.04454 0.775577 0.839731 1.38298 0.616762 0.51683 0.366373 1.87968 0.583754 1.28768 1.32215 0.826138 0.342369 0.347077 0.494172 1.41995 0.330952 2.85047 2.8163 1.7011
threshold=32.785955158400007 0.31308942845000004 0.51700547890000015 0.52428071015000011 36.514114975300011 37.020641110850008 36.372781240150012 0.38780276035000005 34.997818021800008 0.49850303880000008 0.34392682850000006 0.54475913895000005 0.56793209785000009 0.56859076075000015 0.38733870245000007 0.52975958800000011 0.42646926740000007 0.41155953415000007 0.32600820335000008 0.34307356065000005 0.4588185982500001 0.34392682850000006 0.39672464895000009 48.919835655300012 0.39614083410000006 44.921040431000009 41.24714903835001 41.134354310300004 41.028010303750008 41.348489042950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 14 7 9 11 10 -2 -9 -13 -14 -6 -16 17 22 -18 20 -20 -21 23 24 25 -7 27 28 -23 -28
right_child=4 2 3 -5 5 16 -8 8 -10 -11 -12 12 13 -15 15 -17 18 -19 19 21 -22 26 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.042920063413624032 0.016368981215120353 -0.048817385911178381 0.020790604228600202 -0.04204596251219541 -0.031835205621133254 -0.041199268479425587 0.034773037826567932 0.020207797081956958 -0.048040374071250128 0.017319593055380288 -0.03069618027450868 -0.051333856088836602 0.051823548095780173 -0.041408457425490021 0.012720308702460402 -0.019712634707174055 0.014110323214639562 -0.053879156329131414 0.0097371304293283143 0.021110166384720182 -0.032302979261515555 0.002156832010943327 0.009440926016326184 -0.021739146753026135 -0.020138796253484068 0.023521353567437547 -0.021455872598491986 0.026831423177732679 -0.030965041565201499 0.00049571460045782297
leaf_weight=0.2099833339452738 3.1435694517567816 0.84420033497735891 0.80065222084522225 0.3578547418146627 2.7895793997449791 0.68884809245355283 2.0218592658784464 2.5168085023760787 1.9145568019448544 8.6130222082138044 2.6656236972194165 0.61307743005454518 0.52258032560348511 0.47436461140750907 1.3061219109222295 1.8632735006103756 5.2062185853719702 1.1645731742028136 1.7383594848215569 3.1925716623663893 3.5703572097700089 109.33633147978981 3.3771967219654471 1.6490140631794927 1.3652931004762647 2.2942635118961334 5.7177462663676115 7.0593924099812275 4.1647881510143625 157.16251604730496
leaf_count=1 22 58 5 104 18 94 12 11 69 33 33 9 1 50 8 34 28 43 17 12 41 728 26 13 6 11 39 30 32 1312
internal_value=0.000619988 -0.0138291 -0.0197792 0.00138083 0.000715104 0.000371136 0.00551305 0.00262209 -0.0107838 0.00823775 -0.00522748 0.00650058 -0.0149267 0.00746206 -0.0182787 -0.00634687 0.000732328 -0.0065111 0.000989237 0.000755247 -0.0185368 0.00111255 -0.000626747 -0.00629594 -0.000439521 0.00857633 0.000887308 0.00245744 0.000941464 -0.000274874
internal_weight=338.345 2.21269 2.00271 1.15851 336.132 313.646 22.4855 20.4636 6.04139 14.4222 5.80919 4.12683 1.61002 0.996945 5.95897 3.1694 307.687 10.5392 297.148 291.942 5.30872 286.633 9.37462 5.99742 4.3484 2.98311 283.441 120.561 113.501 162.88
internal_count=2900 168 167 109 2732 2492 240 228 140 88 55 71 60 51 60 42 2432 193 2239 2211 58 2153 150 124 111 105 2141 790 760 1351
is_linear=0
shrinkage=0.0395325


Tree=459
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 2 1 0 2 2 1 1 1 0 0 2 2 1 1 1 1 0 2 0 1 1 2 2 2 1
split_gain=1.7103 2.79869 1.56728 3.37007 3.2368 4.62899 3.77262 2.06055 2.45734 1.9392 1.88071 1.80173 1.62279 3.19604 2.75328 2.92354 3.11567 3.03299 2.21541 2.08572 3.79769 1.91682 1.75606 3.29335 2.83697 1.69303 1.46614 4.74215 2.36549 1.75389
threshold=0.54910032635000017 0.4355408521000001 44.157169339850007 0.41865513010000005 0.41367024935000007 47.833738492450003 0.37668033890000002 0.47760546090000006 44.758188263300006 43.874475754150005 0.42440346100000009 0.42922367590000005 0.39078171310000004 0.53484925600000011 0.48041974790000003 41.872669623500009 41.755948821900006 0.36000419150000007 0.39971857130000005 0.3447651268000001 0.34193587020000005 0.47997065955000012 40.878805547300004 0.54095685760000012 0.41917906650000009 0.34542378970000004 41.169697216150006 40.259171735100004 50.065525775750011 0.41808628485000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 9 4 5 6 7 8 -4 10 12 -12 14 18 15 16 -1 19 -14 20 -17 25 23 -15 -24 -21 27 29 -28 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 11 -13 13 22 -16 17 -18 -19 -20 21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00010061876927840639 0.00036982720891723278 4.7901755492544237e-05 -0.0030116673090186219 -0.0024218669876828699 0.0019901385734938156 0.00050528212007682535 -0.0025681931728255602 0.00053469403063796206 -0.00034470810496957046 0.0010900450304051764 0.0017576089016934509 0.00020145213175508684 -0.00050967458267091521 0.00073985650887499227 0.00044710613155636933 -0.0022419059678010552 0.0017189630263869532 0.0016245004384613114 -0.0025574978717439268 -0.0020858310931930828 0.00081095904668740761 0.00054671415888587821 -9.7630426981674937e-05 -0.00094175144728134673 0.001753288719749544 -0.00074633886413362678 -0.0023666326086491012 0.0012425366182098993 0.0004258463923897121 -0.0023131873055851578
leaf_weight=51.045265932451002 1.2009893385693411 74.256919260747964 1.812339020427318 2.3052928883116683 2.7232329882681361 16.636632110457867 3.9905093060806385 4.9470780957490206 4.3198333350010216 9.8197177308611554 5.6305090123787505 5.3732338836416602 16.553293735254559 8.3039926588535362 119.94032808765769 1.9951186561957053 4.8103938568383446 2.202366864308714 2.2132321316748849 6.741989256814124 6.1394685283303261 2.1758725345134726 6.169379383325575 8.9340670360252243 6.0718992426991463 7.2222999357618392 4.2449325770139685 3.7560487315058708 1.5232380628585813 3.5968053601682186
leaf_count=334 15 874 28 63 10 85 60 34 42 53 20 29 161 31 488 83 16 20 31 69 21 10 38 46 17 70 58 12 19 63
internal_value=0.000133247 -0.000102162 0.000200932 -0.000171711 -2.10477e-05 -0.000193787 -0.000965541 -0.0003883 -0.00113292 0.000251382 0.000219891 0.000997723 0.000185726 -0.00013107 0.000261288 -9.40837e-06 0.000239994 -0.000535542 -0.000751185 -0.000731516 6.22022e-05 -0.00113155 0.000263695 -0.00013168 0.000820459 -0.00139305 -0.000880213 -0.000375141 -0.0016292 -0.00164157
internal_weight=396.656 88.5789 308.077 36.7349 34.4296 31.7064 15.0698 11.0793 6.13217 271.342 261.523 11.0037 250.519 48.2459 202.273 82.3328 55.8557 26.4771 18.7665 24.2747 8.13459 16.1402 29.4793 17.2381 12.2413 13.9643 14.322 8.55384 5.76817 4.79779
internal_count=2900 1041 1859 322 259 249 164 104 70 1537 1484 49 1435 324 1111 623 350 273 192 253 104 149 132 77 55 139 167 90 77 78
is_linear=0
shrinkage=0.00192234


Tree=460
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 0 1 2 2 2 2 1 1 0 1 2 2 0 2 0 1 1 1 2 1 0 0 0 2
split_gain=1.50387 2.55881 1.75522 2.54636 1.71717 1.75632 1.57274 1.43373 1.27938 3.68674 1.51993 2.89081 2.83064 2.67521 1.24469 1.87142 3.68311 2.24449 2.58175 2.0896 1.95426 1.83891 6.44132 2.07043 1.95718 1.95069 2.35822 1.73265 4.46269 1.33277
threshold=0.39167988980000007 0.39388042275000007 0.48543456785000005 0.48368312325000012 0.35877668335000007 41.468518788800004 0.48181192180000004 0.3453339720000001 42.178283198950005 43.45354240915001 43.061965423550006 42.686561923500008 0.34479506600000004 0.34581299960000006 0.53484925600000011 0.39584144190000009 43.968221017800005 44.215931556700006 0.53136133645000017 36.625813070500008 0.52161611930000007 0.40621538280000008 0.41753240920000007 0.39971857130000005 38.238138001450004 0.43166372265000008 0.56369569775000017 0.54910032635000017 0.55240861050000023 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=2 -2 3 6 5 -4 8 -8 -1 10 11 12 -10 -12 15 -3 19 -18 -19 -17 -21 23 -23 -16 25 -24 -27 -26 -29 -28
right_child=1 14 4 -5 -6 -7 7 -9 9 -11 13 -13 -14 -15 21 16 17 18 -20 20 -22 22 24 -25 27 26 29 28 -30 -31
leaf_value=0.00028888572847963069 -0.0027459729587441806 0.00069317897637871206 0.0018510026459260408 -0.0016720120377738748 0.0003185081952895416 0.00059494330618667813 0.0019013740989433058 0.00029015651587546574 0.00053431594190279756 0.00036613694862164123 -0.0039942193797883772 0.00036475717618423236 -0.0024924316051759404 -3.2367250561192105e-05 -0.00013130567837222362 0.00085972208787412849 0.0022640983188401322 -0.0027486116222661407 0.00085549134126120462 6.4344483994594354e-05 -0.0030948659247852445 -0.0032580890583716652 -0.0030125683027301072 0.0018298043052195913 0.00075025658348967003 0.0012648445134471145 0.0011175372697231052 -0.0036335536833435374 0.00011752994584575126 -0.0020327530972696624
leaf_weight=69.652630641241558 2.0839659310877314 5.6277083298191455 10.233383525162937 4.7502282038331023 70.559796753339469 19.930908638983965 5.6792832985520354 8.1948935538530332 2.6289853430353158 27.924332097638398 2.4347874231170854 8.5506426156498474 6.5588295590132475 1.8009307514876125 5.8375223651528341 1.3189342152327315 2.4496590867638579 2.0399191880133003 2.9574618935585022 1.4673883491195736 6.2759393304586411 3.5746697685681275 2.1265931492671362 7.433873469941318 26.598231494426727 3.2728010509163123 1.0163478373142423 1.9822472110390652 68.416383674833924 4.1315265432931483
leaf_count=428 56 30 48 24 342 75 17 30 25 193 48 63 66 14 40 20 11 76 14 24 80 54 44 30 97 20 94 19 672 146
internal_value=0.00016039 -3.42715e-05 0.000281482 0.000101121 0.000528907 0.00102107 0.000164248 0.000949696 7.30951e-05 -0.000228124 -0.000983299 -0.000666564 -0.00162636 -0.00230973 4.29533e-06 -0.000534148 -0.000952521 0.000331596 -0.000615695 -0.00200776 -0.00249618 0.000100119 -3.43966e-06 0.000967195 0.000104742 -0.000903503 -0.000370871 0.000214377 1.19089e-05 -0.00141079
internal_weight=387.511 148.611 238.9 138.176 100.724 30.1643 133.425 13.8742 119.551 49.8985 21.9742 17.7385 9.18781 4.23572 146.527 22.137 16.5093 7.44704 4.99738 9.06226 7.74333 124.39 111.119 13.2714 107.544 10.5473 8.42068 96.9969 70.3986 5.14787
internal_count=2900 1527 1373 908 465 123 884 47 837 409 216 154 91 62 1471 255 225 101 90 124 104 1216 1146 70 1092 304 260 788 691 240
is_linear=0
shrinkage=0.00246454


Tree=461
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 1 0 1 2 0 2 1 0 1 1 2 1 0 1 1 2 0 0 0 0 1 1 1 1
split_gain=0.266977 1.42083 1.31494 1.59749 1.28106 1.14569 0.961752 4.76491 2.70727 2.05691 1.81589 1.5543 3.4321 0.666966 0.433 1.21181 1.20498 0.942088 2.50469 0.719868 1.98485 1.68653 2.7752 3.85219 1.81773 2.98798 1.52454 1.46008 0.830083 1.4033
threshold=42.564639561200003 42.487106141350004 0.58859016195000013 0.62143349005000015 43.19689381845 43.245737185650007 0.34632196640000007 0.49588335680000006 0.34581299960000006 42.674081447500008 0.55041765215000005 42.988308018450006 0.34515433670000012 0.63514565435000014 0.46208197360000008 0.45206730335000006 39.468990633150007 0.46613873835000008 0.58736265385000019 0.4274273225500001 0.42922367590000005 41.840895355800008 0.55671985870000007 0.54585192060000021 0.55980359870000018 0.56704889075000009 0.43887907550000005 0.4211999641000001 0.42019700010000005 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -4 6 -6 8 -8 11 -9 -11 12 -2 -5 15 19 -17 -16 -19 27 -21 22 23 -22 -24 -26 -27 28 29 -1
right_child=4 -3 3 13 5 -7 7 9 -10 10 -12 -13 -14 -15 17 16 -18 18 -20 20 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0015202117180239674 0.00075145059908886974 0.016179992548055216 -0.038100560481111545 0.014750632881544795 0.026637619718784877 0.00069564277030894066 -0.061978410666292637 0.01365279162167859 0.021925830786100414 -0.0060353107943841074 -0.045281558763914632 0.0061025297905787836 -0.051827104648412892 -0.036010937910654649 0.018896166632936924 -0.0016707771152345272 -0.030897856844874366 -0.039393803957458673 0.041580531938005698 0.030689998643686538 0.0059713634230745645 0.022187678305479859 0.030364741228443678 -0.049957285723591503 -0.028410874593301341 0.028286877719191739 -0.0026797723681312303 -0.017642224918156049 0.016545221074428001 -0.011129397999722497
leaf_weight=158.84097588149598 3.4268730703042838 7.2985242209979324 2.2493681295600245 1.5399184147245248 2.0716368295252314 77.828698024444748 2.0612873627105719 4.3152535529807192 4.2806199099868527 5.2795762149617076 1.900492847227724 3.8925342175643891 2.579133924562484 0.38315609512210347 4.3600235804915419 4.2183906610589466 2.7700370233505964 1.2418620280659523 0.71263048890978087 3.5101811438798931 3.0004933243617478 4.4148775041103354 3.0846322420984498 2.842820554273203 3.0524979224428517 3.5712737431749701 3.9898890162585303 5.0942929140292099 4.0074765160679808 11.123327759560196
leaf_count=1008 27 44 134 38 11 803 24 26 18 43 43 40 32 154 15 38 26 56 5 18 17 16 15 31 25 20 32 34 16 91
internal_value=0.00057178 0.00123092 0.000743861 -0.0184029 -0.0008447 0.00136826 -0.00721973 -0.0137764 -0.000950935 -0.00513304 -0.0164234 -0.010844 -0.0218271 0.00463683 0.00110726 0.0008445 -0.0132557 0.00999247 -0.00986963 0.00132161 0.00651149 0.00296878 -0.0013732 -0.0212384 0.00710075 0.000339567 0.0119463 0.000525537 0.00105753 0.000692357
internal_weight=338.943 231.307 224.008 4.17244 107.636 79.9003 27.7358 13.5566 14.1792 11.4953 7.18007 9.89854 6.00601 1.92307 219.836 213.521 6.98843 6.31452 1.95449 206.533 27.4667 23.9565 19.5416 5.84331 13.6983 10.6137 7.56116 179.066 173.972 169.964
internal_count=2900 1833 1789 326 1067 814 253 136 117 112 86 99 59 192 1463 1387 64 76 61 1323 174 156 140 48 92 77 52 1149 1115 1099
is_linear=0
shrinkage=0.0344288


Tree=462
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 1 1 0 0 2 0 2 0 0 0 0 2 0 0 0 0 0 2 1 2 2 2 1 2
split_gain=0.258302 1.00682 1.49493 0.764435 0.73495 1.57408 0.715162 1.55755 1.13602 0.621706 0.504213 1.43168 1.42236 0.974319 0.979464 0.577559 0.460722 0.428958 1.77394 0.941945 1.28239 1.33141 1.14982 0.675335 0.875674 0.830706 0.811859 1.23992 1.53213 1.27636
threshold=0.47727612945000003 0.34307356065000005 0.34392682850000006 0.34524415440000006 0.34500464060000008 0.47577916830000005 0.35675578575000005 0.35814795965000007 0.47706655490000011 0.47440196400000006 38.115457128050004 0.42314601355000009 39.268993001500007 0.4588185982500001 0.42646926740000007 0.3972336157500001 0.39672464895000009 49.110028829250005 0.55671985870000007 0.5810754169000002 0.61532588845000014 0.61802041855000012 0.66697104880000013 47.833738492450003 0.40621538280000008 46.177190236600005 45.027406014450008 44.527357125550004 0.46613873835000008 42.526729949000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 9 8 -8 -5 10 11 -1 -12 14 15 16 -14 23 -19 -20 -21 -22 -23 25 -25 26 27 28 -4 -30
right_child=1 2 17 6 -6 -7 7 -9 -10 -11 12 -13 13 -15 -16 -17 -18 18 19 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.028176714088696198 -0.05475040165869139 0.049531659391263964 0.0017167194424060172 -0.045428621475792921 0.015699951829535128 -0.023729407346124796 0.036757162317267375 -0.016223080465716716 -0.0069078899490153224 0.01390188093638876 -0.039093651468341276 0.019275002230324113 -0.0059387499425969398 -0.024022098503835534 0.015841244739967102 -0.024779780094809942 0.015830501381015188 -0.048107068508892674 0.015680581872987102 -0.048793989651996779 0.034769795171169043 -0.049842236321198996 0.016282007913015206 0.023292299674522225 -0.00098175433293835206 -0.014540836537869493 0.015240183621811546 -0.025613738825408353 -0.0078901330439433738 -0.04829499293326122
leaf_weight=1.3231929413741479 0.52755472157150407 1.042373627424239 243.71303164538404 2.1035337240609788 4.5304598037619135 4.587763274088501 1.3015275901416314 3.0016642173286527 3.0963913276791573 5.5580063443630925 1.733992632478478 4.865485061891377 5.9330193838104659 2.5476276893168679 5.9950459469109765 1.9190795600879926 2.1732304990291595 1.4833893670001979 3.4938955144025385 1.165555892512202 1.1710945107042792 0.98496161773800828 0.76395722758024931 5.1107765100896341 4.6380041665397584 5.5777847873978308 6.6005485381465396 2.859487908659502 5.5543143477771073 1.6618567621626423
leaf_count=61 8 3 1441 71 28 33 10 55 16 24 14 30 123 26 39 43 7 65 37 44 6 21 37 21 41 85 56 39 349 67
internal_value=0.000605961 0.00107701 0.00118006 -0.00205607 0.00033096 -0.00156957 -0.0123966 -0.000198871 -0.0224907 0.00160261 -0.0009779 0.00912941 -0.00405892 -0.000787168 0.00290775 -0.00482635 -0.000102562 0.00100308 -0.0076557 0.000261097 -0.0129253 0.00139204 -0.0209581 0.00128769 0.0117439 0.000904432 0.00123528 0.000871044 0.00117285 -0.0171952
internal_weight=337.019 286.349 285.821 50.67 41.1669 36.6364 9.50312 4.30319 5.19993 32.0487 26.4907 6.18868 20.302 18.568 16.0204 10.0253 8.10625 284.779 9.06285 7.57946 4.08557 2.92001 1.74892 275.716 9.74878 265.967 260.389 253.789 250.929 7.21617
internal_count=2900 2320 2312 580 428 400 152 65 87 367 343 91 252 238 212 173 130 2309 210 145 108 64 58 2099 62 2037 1952 1896 1857 416
is_linear=0
shrinkage=0.0404487


Tree=463
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 0 1 0 1 2 2 0 1 2 2 2 2 1 0 0 1 2 1 1 2 0 0 2
split_gain=1.47886 2.76044 1.84064 1.83495 2.48651 1.59762 4.05604 2.88328 1.47101 1.46756 1.44342 2.80847 4.07695 2.18813 1.49072 1.29087 2.14631 1.52844 3.08372 2.4825 2.24527 1.47359 1.38965 1.14364 2.05672 2.40005 2.77511 1.98053 4.21931 1.98974
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 42.178283198950005 42.686561923500008 0.47760546090000006 0.34479506600000004 0.52366695610000014 0.34515433670000012 40.259171735100004 39.468990633150007 0.47976108500000009 0.35394149875000008 43.124157941850008 42.801286935650005 42.487106141350004 41.621607100200002 0.36000419150000007 0.48851830785000006 0.49128768600000011 0.3453339720000001 38.238138001450004 0.39971857130000005 0.39584144190000009 43.633733172900008 0.54910032635000017 0.55240861050000023 44.269496632500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 15 -5 10 7 8 -7 -3 13 12 14 -1 -12 16 17 18 19 21 -20 22 -4 -11 25 -25 -27 29 -29 -26
right_child=1 9 3 4 -6 6 -8 -9 -10 23 11 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=0.00015698064613280365 -0.0027045432155321379 -0.0015570177349093963 0.0017756349989448313 -0.001980725871817495 0.00057561866813576673 0.00076738394220513028 7.604362426136377e-05 -0.0033319546574794713 -0.0016717596967801705 -0.00052489226772196016 0.002129728963515615 0.0011286788427663111 -0.0023394928091872171 -0.0020305151098533414 -0.00059159281786078533 0.0013759889082481515 -0.0010035027835318565 0.001640659817302729 -0.0019670228186565385 0.00037514151619842076 0.00016283833998965907 0.0023803295511083929 0.00041870234999635012 0.00047550954685629971 0.0008367112489453915 -0.0030844492288918668 -0.00011112635208210886 -0.0033558573797498677 9.0366273677650361e-05 -0.00071759280419007843
leaf_weight=34.547643114812672 2.1607330287806681 3.3057881202548733 7.33927525952459 3.9018069319426996 4.917689673602581 2.4945946894586069 40.063554656691849 3.6483705695718527 3.2629255093634129 17.141617494373349 2.7579860689002107 22.631210740189999 3.7674633683636785 2.8287146613001815 1.9753561047837136 10.492192286998032 5.1863349527120581 7.1333371400833121 4.5080004110932332 51.035706229507923 7.6034562662243843 5.6391708180308333 10.4738627448678 4.9850150663405639 37.306909335777164 3.8072796799242496 3.3956325389444828 2.0931553342379621 68.802956295083277 5.3896399019286028
leaf_count=253 56 75 25 54 24 23 318 39 29 372 16 92 24 14 29 37 28 22 22 218 37 27 42 28 141 48 27 23 691 66
internal_value=0.000165526 -2.1552e-05 0.000283051 0.000493908 -0.000555326 7.17422e-05 -0.000255716 -0.00166882 -0.000614938 1.80931e-05 0.000308198 0.000688506 -0.000483342 -8.57324e-06 0.000994045 0.000578485 0.000493895 0.000576748 0.000489111 0.000671061 -0.000629916 0.00131503 0.000977779 5.45254e-05 0.00013349 -0.000799995 -0.00168275 0.000233648 -1.13809e-05 0.000640509
internal_weight=384.597 148.389 236.209 118.231 8.8195 117.978 49.4694 9.40589 5.75752 146.228 68.5084 31.132 8.50081 37.3764 4.73334 109.411 98.9191 93.7328 86.5995 74.488 12.1115 23.4523 17.8131 142.922 125.781 12.1879 7.20291 113.593 70.8961 42.6965
internal_count=2900 1527 1373 536 78 837 409 91 52 1471 428 161 69 267 45 458 421 393 371 312 59 94 67 1396 1024 103 75 921 714 207
is_linear=0
shrinkage=0.0023912


Tree=464
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 2 1 1 1 1 1 2 1 0 1 0 2 1 0 2 2 0 2 1 2 0 0 2 2
split_gain=0.243689 0.509373 0.831094 0.777382 0.527425 0.569094 0.277804 0.380737 0.506448 0.500737 0.459947 0.623149 0.269438 0.928873 1.10381 0.76658 0.501508 0.753273 0.437371 2.31468 0.597137 1.79153 0.685075 0.497365 0.346326 0.334653 0.262412 1.19625 1.05751 1.02097
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 45.027406014450008 32.785955158400007 0.38185982460000006 0.32921170025000007 0.38573695400000008 0.38906020780000011 0.4019490434500001 35.131296350900008 0.34392682850000006 0.49967066855000003 0.38733870245000007 0.54475913895000005 33.151194885250007 0.34193587020000005 0.4447920721000001 41.902916368500009 44.921040431000009 0.42646926740000007 37.572218886150004 0.34392682850000006 35.818873074050011 0.47886290830000006 0.47814436690000012 40.259171735100004 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 8 -1 -9 -11 -12 13 -8 -15 -16 -17 -18 19 20 22 -22 25 -21 -20 -14 27 29 -29 -26
right_child=1 -3 -4 4 -6 -7 12 9 -10 10 11 -13 18 14 15 16 17 -19 24 23 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0084971941483410682 -0.04494148767870821 -0.040103430633898353 0.0406721873497101 -0.037062539332351069 -0.045910816641588047 0.014378326351969024 0.031384836006175455 0.038281073030636902 -0.047955325386607871 -0.057780163980454116 0.041239753916028556 -0.037300215699759512 0.014628007082791218 -0.020553224312001461 0.025849931747952339 0.0096950296503379978 0.010754458413124994 -0.039861387699944226 0.009777255818477203 -0.012586698238716731 -0.042037154369180103 0.0015246205622859671 0.022369049795341867 -0.044447177282369126 0.0047528483435070705 -0.013067259165721075 0.0011876521770820792 -0.0026019599960901561 -0.032594170951246317 -0.0078260516281983654
leaf_weight=0.31742291734553818 0.67643120062712103 0.58097613626159716 0.501365098170936 0.34540631239360742 0.30065960640786205 1.7695928250905124 1.6928346268832672 0.34961663186550118 0.65255698325927369 0.23193592578172684 0.28528186678886414 0.25898392994713504 0.89987276867032706 2.230519521981476 2.3913778513669968 2.6293839458376169 0.73671041848137953 0.852057168725878 5.7850907891988745 0.9685243815183634 1.4665290757548053 9.4019218478351814 2.9853319600224495 2.0562913035973907 25.996634100214578 1.6824078443460164 248.91401479952037 3.3840745687484732 2.9629181968048215 13.00988289399538
leaf_count=26 30 34 4 189 68 35 10 3 32 2 1 63 5 23 9 14 5 44 24 5 103 62 11 47 168 40 1681 14 35 113
internal_value=0.000544665 -0.00825711 -0.00310831 -0.0102071 -0.000480772 0.00597738 0.000655288 -0.0126487 -0.0294814 0.00185394 -0.0145536 0.00386722 0.000739768 0.00650844 0.00174471 0.00926959 -0.000130224 -0.0163909 0.000549602 -0.0047759 0.000647575 -0.00435337 0.0104098 -0.0342457 0.000895005 -0.00341602 0.000720386 -0.00184411 -0.016603 0.000557395
internal_weight=336.317 4.17443 3.59346 3.09209 2.41566 2.115 332.142 2.0958 0.96998 1.12582 0.776202 0.544266 330.046 10.5329 8.84005 6.60953 4.21815 1.58877 319.513 19.4609 16.4361 10.8685 5.56761 3.02482 300.053 2.58228 294.268 45.3535 6.34699 39.0065
internal_count=2900 360 326 322 292 224 2540 127 58 69 66 64 2413 105 95 72 63 49 2308 273 221 165 56 52 2035 45 2011 330 49 281
is_linear=0
shrinkage=0.0366575


Tree=465
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 0 1 1 1 2 2 0 1 0 1 0 0 2 2 1 2 0 0 1 0 0 0 0 0
split_gain=0.231416 1.05361 0.667639 0.238623 0.849738 0.348419 0.236783 0.640265 0.952644 1.49662 0.839747 1.11794 1.64178 0.579943 0.55341 0.468941 1.17188 0.892484 0.407704 1.56099 1.08958 0.532565 1.93128 2.88943 1.41545 1.5202 2.63489 3.29606 2.17379 2.12696
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.65954612140000013 0.64899254515000016 0.50663153795000015 0.47727612945000003 0.34518427590000006 0.34506451900000007 0.34482500525000009 40.421032462050007 42.718072821900002 0.46594413340000007 0.34581299960000006 0.47760546090000006 0.3447052483500001 0.47512050540000011 0.47440196400000006 50.264779514000004 51.307674290650006 0.48363821445000005 43.19689381845 0.48041974790000003 0.48271009850000007 0.35675578575000005 0.54191491270000014 0.55754318735000019 0.58859016195000013 0.53592706805000012 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -5 7 8 9 15 -9 13 -13 -12 -8 16 17 -1 21 -20 -21 -16 -23 -24 -25 28 -27 -28 29 -26
right_child=1 2 -4 5 -6 -7 14 10 -10 -11 11 12 -14 -15 18 -17 -18 -19 19 20 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.00062029618517379979 -0.039323202370990996 0.024578740653616683 -0.034929886115878876 0.024300300499953152 -0.03736705029853845 -0.0015853637397968939 0.010116442781656717 -0.038670644086633281 0.019706274090767105 -0.026064382889911284 -0.0069007207775758916 0.0033223778804048888 -0.039474271465295918 0.014467075165677926 0.00013321831579714464 0.010806581698397299 -0.0246614031013579 0.021672806833960823 -0.042999002359113185 -0.03470086808323225 0.012007482882726142 0.020196052299739302 -0.042460318617643315 0.018179778387869296 -0.01006646103728206 0.025847627233413533 -0.024705022139380292 0.011024847097844799 -0.031211367874613465 0.015071150587104875
leaf_weight=25.754015528480529 0.87766440609993779 0.4628412419115201 0.49209194030117931 1.1913989651948216 0.49759035292663611 1.0676407491118878 6.9001102969050399 0.93009863453335029 2.5762954582460216 2.4093395757954559 2.7834101342596096 1.8300425212364646 2.0670587392523885 2.7191051691770554 218.15861495025456 4.3924663745565331 2.0594112193211904 2.1034488379955283 1.1097969599068154 0.68474550760583985 2.5728805272374302 6.7980781598016611 1.5716361850500096 5.7378687318414441 10.100839100312443 5.7413171026855734 4.2302420055493704 8.2450604184996319 3.0808488838374606 5.7027848344296208
leaf_count=339 33 24 129 5 42 49 25 44 13 26 23 23 48 23 1504 20 13 8 24 65 35 21 9 24 150 28 50 54 22 27
internal_value=0.000439922 -0.00689876 0.000768574 0.00622504 -0.00751478 0.0120665 0.000541899 -0.00155346 0.000362981 -0.000994204 -0.00884372 -0.00589232 -0.0193774 0.00365832 0.000912421 0.000766325 -0.000707809 0.001063 0.000680412 -0.00929326 0.00218949 0.000842122 0.00386219 0.00136191 0.00296962 0.000617288 0.00739938 -0.00109077 -0.00592496 -0.000995479
internal_weight=334.849 4.58923 3.71156 3.21947 0.960432 2.25904 330.26 49.6247 39.295 36.7187 10.3297 9.39962 3.8971 5.50252 280.635 34.3093 29.9169 27.8575 273.735 4.36742 3.25763 269.367 51.2087 44.4106 42.839 37.1011 18.2166 12.4753 18.8845 15.8036
internal_count=2900 282 249 120 66 54 2618 580 419 406 161 117 71 46 2038 380 360 347 2013 124 100 1889 385 364 355 331 132 104 199 177
is_linear=0
shrinkage=0.032907


Tree=466
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 1 1 1 1 1 2 2 0 1 0 2 2 2 2 1 0 2 0 0 2 0 1 1 0
split_gain=0.220502 0.455559 0.716784 0.403275 0.559308 0.237807 0.324153 0.463873 0.448955 0.392941 0.559189 0.246732 0.623243 0.318295 0.247958 1.20151 1.32743 0.568055 1.445 1.61023 0.288953 1.00715 0.855447 0.457314 0.480451 1.9199 1.83853 0.445542 1.00251 0.28186
threshold=0.50064369330000014 50.666627092000006 48.315732392000008 0.63075955810000017 45.027406014450008 32.785955158400007 0.38185982460000006 0.32921170025000007 0.38573695400000008 0.38906020780000011 0.4019490434500001 34.542090938800008 33.96174662340001 0.51700547890000015 0.34193587020000005 0.4447920721000001 37.572218886150004 39.468990633150007 41.902916368500009 44.921040431000009 0.34392682850000006 0.4622167001000001 45.673096293200011 0.47470135625000004 0.47670728420000003 40.08085804200001 0.47577916830000005 0.3447651268000001 0.34491482290000003 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 -1 -8 -10 -11 12 13 -7 15 17 -17 -13 -19 -20 -16 22 -22 -23 25 -25 -27 -26 -29 -30
right_child=1 -3 -4 -5 -6 11 8 -9 9 10 -12 14 -14 -15 20 16 -18 18 19 -21 21 23 -24 24 27 26 -28 28 29 -31
leaf_value=0.0066644513330180984 -0.032116696616683288 -0.03436569677498192 0.0083320261370590457 -0.036827424309126985 0.03475700317144808 -0.011643218111255023 0.032843119133370485 -0.040618926466326935 -0.047439557269768451 0.035109903107719775 -0.032084924038820073 -0.016565776506367976 0.016777196092206476 0.0064439630149976468 0.0076721600038312469 0.0031064043363423191 -0.03770176209479572 0.019387929782721389 -0.035751051259479139 0.0012422902657699636 -0.035323330593895808 0.0097617029740888987 0.0061341122652300312 0.019812657717875583 -0.0067616377682564567 -0.0044745967449388432 -0.04485276223504403 0.01204511578097457 0.0018234259772121524 -0.00027666709276626762
leaf_weight=0.31669859541579981 0.26021014244179219 0.52817037678323675 2.1200868224259466 0.73478445109140011 0.23965604603290558 1.8370660985819989 0.31749471276998498 0.59732808946864679 0.21974066644906998 0.26097908616065979 0.23458432061306667 1.7430485193617702 3.1677806245861575 2.0575097277760506 5.701422005891799 1.3724942281842225 1.8901409802492706 3.7530841827392569 1.3412085646996263 9.3980254093185049 1.4235983416438096 5.3969018142670384 0.76236197352409352 1.8537843413650978 7.7914831861853591 3.4304675040766597 1.6736455787904558 7.8173090480267993 106.74099940131418 158.27798862365307
leaf_count=26 88 34 43 194 1 16 3 32 2 1 63 27 33 28 24 7 47 30 103 62 62 26 3 7 36 32 33 32 553 1252
internal_value=0.000381064 -0.00710136 -0.00280885 -0.0219395 -5.47431e-05 0.000469271 -0.0105365 -0.0242358 0.00158738 -0.0122858 0.00330196 0.000534709 0.00637402 -0.00208774 0.000405984 -0.0030456 -0.020535 0.00046904 0.00251789 -0.00337776 0.000629665 0.000493634 -0.0208649 0.000652991 0.000482055 -0.0077163 -0.0177147 0.000685325 0.00089799 0.000569182
internal_weight=333.26 3.88291 3.35474 1.23465 0.499866 329.377 1.94683 0.914027 1.0328 0.715304 0.495563 327.43 7.06236 3.89458 320.368 19.498 3.26264 16.2354 14.4923 10.7392 300.87 295.169 2.18596 292.983 287.586 6.9579 5.10411 280.628 272.836 265.019
internal_count=2900 360 326 283 89 2540 127 58 69 66 64 2413 77 44 2336 276 54 222 195 165 2060 2036 65 1971 1945 72 65 1873 1837 1805
is_linear=0
shrinkage=0.0315834


Tree=467
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 0 0 2 1 1 2 1 2 2 1 1 1 1 1 1 1 1 2 1 1 0 2 0 0
split_gain=0.188173 0.415577 0.635458 0.653556 0.459192 0.449277 0.187561 1.07866 0.913562 0.517042 2.45382 1.57989 1.70096 1.87021 1.6943 1.29551 1.46189 1.2469 1.91491 1.05263 1.15889 2.61515 0.519744 1.38365 5.86494 1.72136 1.32861 3.78923 2.08414 2.09551
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 45.027406014450008 0.47886290830000006 0.47814436690000012 40.259171735100004 0.35585760905000008 0.35759408400000009 41.322103772800006 0.34569324270000007 42.852084787850011 41.919251152600005 0.34587287805000005 0.34632196640000007 0.35877668335000007 0.36106703390000006 0.34512439750000007 0.34548366815000003 0.34587287805000005 0.36597706655000006 38.703421923500009 0.36927038110000004 0.37482410710000008 0.52772372085000019 37.360990606650006 0.56369569775000017 0.55892039160000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 -1 -9 11 -11 19 13 14 -13 -14 -17 -12 -19 -8 -21 -22 -20 24 -24 -26 27 -27 29 -28
right_child=1 -3 -4 4 -6 -7 9 8 -10 10 17 12 15 -15 -16 16 -18 18 22 20 21 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00023041458475569042 -0.042005884650053442 -0.037951131734814417 0.035890551277746464 -0.035480360323492319 -0.043855698120060384 0.012530825587219366 -0.00090534600484095317 -0.0024694041288356935 -0.029186885400281328 -0.039363583130172165 0.028069813078375781 -0.0046891818930511406 0.017700380671576053 0.0042227804172523071 -0.033504516967426498 -0.013068754838305293 0.0073104142471898835 -0.03440286708805642 0.0081685390434309574 0.025522081684143282 -0.014117702381461849 0.022926600619106809 -0.08414371877074435 0.0016342605052306744 0.019022317938026719 -0.00097286622103133393 -0.00065368901770936094 -0.043723398623775729 -0.023390636522829321 0.034045203568991843
leaf_weight=64.281947557901731 0.59110992691421449 0.48145306203514326 0.4484271416440605 0.2818139729133694 0.26414573791771534 1.6559772685868663 6.8638377673923996 3.3844205737113944 2.9682319751009345 1.9407154135406006 1.9862003922462452 5.152124337852003 7.3976066783070591 7.6878033010289064 4.9376205727458 6.5734575763344791 12.854488994926212 1.9698727093636978 10.156203756108878 7.7039625942707088 4.0847101062536222 5.5595890618860722 1.1506514251232136 135.48150539747439 3.7479183478280893 7.3503336547873896 14.351237914990639 3.9323753006756306 4.1012813519628244 2.5295444410294285
leaf_count=646 30 34 4 189 68 35 32 14 36 15 10 21 24 32 37 28 54 13 43 28 20 30 8 1039 17 55 123 37 164 14
internal_value=0.000380317 -0.00747795 -0.0029518 -0.00918799 -0.000378028 0.00554853 0.000469471 -0.00113513 -0.014953 0.000909605 -4.15731e-05 0.00351783 -0.000406311 -0.00883856 -0.0187905 0.00518182 0.00041511 0.000367048 6.92559e-05 0.0107468 0.015357 0.007237 0.000440729 -1.38759e-05 -0.00602227 -0.00352619 -0.00614545 -0.0158728 -0.00091478 0.00454586
internal_weight=331.871 3.72293 3.24147 2.79305 2.20194 1.93779 328.148 70.6346 6.35265 257.513 188.698 68.8152 44.6031 17.7775 10.0897 26.8256 19.4279 186.757 184.771 24.2121 17.3483 9.6443 182.801 172.645 37.1633 36.0127 32.2648 11.2827 20.9821 16.8808
internal_count=2900 360 326 322 292 224 2540 696 50 1844 1538 306 196 90 58 106 82 1523 1513 110 78 50 1500 1457 418 410 393 92 301 137
is_linear=0
shrinkage=0.0351512


Tree=468
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 2 2 1 1 2 2 2 0 2 0 0 1 0 0 1 2 2 0 1 2 1 0 1 0
split_gain=0.198548 1.25381 1.13603 0.999545 0.945721 1.49171 1.13587 1.48482 1.45794 1.64621 1.22896 0.864707 1.12595 0.936224 0.690258 1.33348 1.0364 1.19536 0.95031 3.21291 1.42366 0.59491 0.536499 2.51481 2.18101 0.957976 1.24537 0.603261 0.664654 2.53168
threshold=42.564639561200003 42.487106141350004 43.19689381845 43.245737185650007 0.57944372925000021 0.45976168375000009 42.428475018400007 42.406961525800007 0.47536001915000009 0.47976108500000009 37.272044000450002 43.082598263550004 43.022303514600004 0.50356276755000018 42.773538294100007 0.47796473160000008 0.49588335680000006 0.42067602765000006 0.48101853240000009 0.48368312325000012 0.36998892250000009 37.186372654950006 42.178283198950005 0.48851830785000006 0.34545372890000009 42.027086531450003 0.34988473400000003 0.57357564145000006 0.39584144190000009 0.53592706805000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 22 -6 7 8 -7 -10 21 12 14 -13 15 -2 -17 -18 -16 -20 -21 -11 25 24 -24 27 -27 28 -1 -30
right_child=2 -3 3 -5 5 6 -8 -9 9 10 -12 13 -14 -15 18 16 17 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0018893073925149229 0.018911017340667476 0.014900297673644364 0.025276487766545414 0.00058119335236091663 -0.041891908468597187 -0.040570765712613144 -0.064112729705520691 0.04963046703295896 0.034181290328829918 -0.034815280331961185 -0.03859052232974252 -0.034739360415914911 0.015431468431183494 -0.0033451123114025556 -0.03215719471746277 -0.022843078104889336 0.019156664144825 -0.013838961000404323 0.031098730045533794 -0.048179245637318027 -0.0068897078888515784 0.035824319756423501 -0.0070150128869307677 0.0058831397106869146 -0.053655335075000928 0.00045578982863053909 0.026774217409197599 0.014977620831663587 -0.022911327649276683 -4.06614279555087e-05
leaf_weight=128.94978048584017 2.7440190820489176 7.1511782321322235 1.941103160381316 75.046990689123049 1.5069866806734342 1.0809422342135802 0.33373305620625604 0.62366974353790272 1.314057994168252 0.18327554112329369 1.0901949851395327 2.439617399359121 2.9312472501769653 1.9921260520932262 2.4912015419686195 3.4057494904845935 2.3502454236149788 2.7515785001742188 1.7665409594774244 1.6444923765957358 2.3300422043248545 0.55274532735347748 2.9829173084581253 7.9506424125283957 1.891460297629237 4.5243383878841978 3.8352254629135132 3.393538416712544 6.2505928279133505 52.690747565357015
leaf_count=794 19 44 11 803 48 59 5 1 8 102 154 34 22 21 35 27 13 29 6 12 35 6 32 48 22 27 19 37 92 335
internal_value=0.000335264 0.000899679 -0.000894866 0.00120384 0.000442829 -0.0121399 -0.00348205 0.000694404 -0.00653573 0.00517978 -0.0156883 -0.00691327 -0.00420185 -0.0206272 -0.00715558 -0.00168525 -0.00832834 0.00136106 -0.0146322 -0.0070277 -0.0239736 0.0182345 0.000838761 -0.00589764 -0.0251134 0.0012715 0.0125302 0.000779472 0.000523036 -0.00246604
internal_weight=330.141 226.306 103.835 76.9881 219.155 6.68561 5.17862 4.84489 4.22122 3.14027 1.82622 26.8469 22.4151 4.43174 19.4839 11.2516 8.50757 5.10182 8.23228 5.74108 3.97453 0.736021 212.469 12.825 4.87438 199.644 8.35956 191.285 187.891 58.9413
internal_count=2900 1833 1067 814 1789 383 335 330 329 270 262 253 198 55 176 88 69 42 88 53 47 108 1406 102 54 1304 46 1258 1221 427
is_linear=0
shrinkage=0.0339776


Tree=469
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 0 2 1 1 1 1 2 1 0 0 0 2 2 0 0 2 2 2 1 0 0 2 0 0 0
split_gain=0.189296 1.21137 1.53854 1.23803 1.80122 1.96961 1.8978 1.61948 1.38047 1.23919 1.39596 1.22592 1.27894 1.21595 2.3811 1.47977 2.32428 1.82943 3.17788 1.37376 1.11055 0.98371 1.96214 1.509 1.09133 4.59337 3.12864 1.28291 1.9415 1.1518
threshold=0.52366695610000014 0.39971857130000005 0.4019490434500001 41.840895355800008 42.599563320500003 0.57357564145000006 42.406961525800007 0.41753240920000007 0.40621538280000008 0.41808628485000005 0.41917906650000009 43.19689381845 0.44922307715000004 0.54191491270000014 0.53592706805000012 0.52772372085000019 39.995120105550008 40.421032462050007 0.53321756835000012 0.52511900840000014 42.37975859965001 41.322103772800006 41.134354310300004 0.44805544745000009 0.55671985870000007 0.54749857790000023 39.420767558750008 0.55980359870000018 0.56276758185000009 0.56323163980000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 -3 7 5 -5 -7 8 -4 -9 -11 12 -6 14 15 16 -2 -17 -19 -18 -21 22 24 -23 25 -12 -27 -26 -29 -30
right_child=1 2 3 4 11 6 -8 9 -10 10 21 -13 -14 -15 -16 17 19 18 -20 20 -22 23 -24 -25 27 26 -28 28 29 -31
leaf_value=0.00090783273718022172 -0.042443305900135286 0.022710483422711703 -0.0062952361587383177 0.020609758365887691 -0.028528822820141096 -0.04079909179693262 0.012424920337921586 0.021985784295748215 -0.042124652027621647 -0.02827278952717795 0.00098835832151176074 0.0025429829417998712 0.0057649467471446196 0.0091669693555180461 -0.036307333497461527 0.015644342104238165 0.012318900632816359 -0.029483126303282758 0.016772548511500677 0.00086871066629923494 -0.040540798317286186 -0.029552391179563337 0.024430159993273932 0.0068324716861431038 0.019200802590419123 -0.012270240456811906 -0.072539820834981283 -0.034421627647925883 0.023791162404678448 -0.00068687603010234
leaf_weight=195.88154147307796 2.3819778177421638 3.1439265748485914 2.5737168481573454 10.099456571042536 2.7912013772875062 1.1483458324219094 1.6344596110284326 2.1836881861090651 1.868665102869272 2.0198023356497279 11.997762455604969 29.572511958016548 1.8014402268745469 4.0361333407927296 2.9480634890496722 5.1202094145119172 2.4999046176671982 3.5578774167224765 2.5794237926602364 1.2583768181502821 1.3531662710011003 2.8699688389897338 3.1128097253676961 1.912123031390365 3.867890516761693 1.8580635255202644 1.6259463243186472 1.5875961366109574 2.1821680068969753 17.108553337038757
leaf_count=1390 42 17 15 45 24 40 16 9 34 15 53 368 37 40 21 33 16 50 11 17 25 18 17 32 24 30 13 14 9 425
internal_value=0.000281006 -0.000644301 0.000842756 0.000180522 0.00398666 0.0140972 -0.00953837 -0.00297383 -0.0213667 -0.00141232 -0.0024313 0.000174386 -0.0150773 -0.00682479 -0.00979935 -0.00563171 -0.0165569 0.00164055 -0.0100425 -0.00449368 -0.0205876 -0.00134668 0.000160209 -0.0150039 -0.00171778 -0.00832506 -0.0403973 0.00241588 -0.000693676 0.00208208
internal_weight=328.577 132.695 106.96 103.816 47.0474 12.8823 2.78281 56.7688 4.44238 52.3264 50.1427 34.1652 4.59264 25.7351 21.699 18.7509 7.49343 11.2575 6.1373 5.11145 2.61154 48.1229 43.3408 4.78209 40.228 15.4818 3.48401 24.7462 20.8783 19.2907
internal_count=2900 1510 1255 1238 530 101 56 708 49 659 650 429 61 255 215 194 100 94 61 58 42 635 585 50 568 96 43 472 448 434
is_linear=0
shrinkage=0.0317296


Tree=470
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 2 2 1 0 0 1 1 2 2 0 0 1 1 1 0 0 1 1 2 2 0 0 0 1
split_gain=1.01983 3.96576 2.84965 4.00179 2.47716 2.20372 1.97907 1.70788 2.96839 3.25906 1.47043 3.6421 1.96025 2.9962 1.4366 1.41126 1.34148 2.30735 1.79791 1.88957 1.2247 1.21645 1.66362 1.70039 1.55363 2.16212 1.59625 1.49578 1.1961 1.44454
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.49678153350000009 41.919251152600005 42.988308018450006 0.34575312120000007 0.49128768600000011 0.48607826115000008 0.36000419150000007 0.35585760905000008 40.660558922250004 42.207998345450008 0.51589772760000019 0.47694679800000012 0.34307356065000005 0.34542378970000004 0.34503457980000002 0.48320409570000006 0.51929582950000019 0.38906020780000011 0.38573695400000008 38.238138001450004 37.962710038050005 0.52877159370000015 0.52975958800000011 0.53781323915000012 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 10 8 16 14 12 -12 20 -14 -10 -4 17 -8 19 -18 -1 -17 23 -23 25 26 -24 -28 -29 -30
right_child=2 -3 15 -5 5 -7 7 -9 9 -11 11 -13 13 -15 -16 21 18 -19 -20 -21 -22 22 24 -25 -26 -27 27 28 29 -31
leaf_value=0.00036870317906187439 0.0015161592530630787 0.0017180265486308579 0.0010646120019898871 -0.002519731269490612 -0.0031648151639433789 0.00041152363848139098 -0.0026583479936828792 0.00017956983285297935 0.0019062738472766527 -0.0012761639752920941 0.0017050906401141061 3.4231821036591272e-05 -0.0032514392568745278 0.00077756490300256932 0.00027314904627418553 -0.0012602585507199939 -0.0010822120852663015 0.00031198047910073229 -0.00051303053988976987 -0.0034949591734945245 -0.00075709503144818265 -0.00026250392953140571 -0.0017705815155868324 0.0014240056667615976 8.1329209960095581e-05 -0.0028220204015797666 0.002064781835323853 -0.002622226348155132 0.0011219498423098826 -0.0005465375968302413
leaf_weight=68.247576954541728 3.0426864698529226 8.1851364746689779 6.5797026194632044 4.9963476806879044 1.5066475351341071 1.8098404486663637 1.6054458161816025 46.111164300702512 4.0701896958053094 4.8309071362018576 11.834580648690464 13.134687863290308 1.8881376073695713 1.6509042829275129 6.9752554926089942 3.3979608970694235 2.9945065472275001 5.6043922808021307 4.470575638115406 3.208624292165041 4.945183139294385 4.4139432124793521 3.0886915223673048 8.0655671562999469 137.4797025679145 1.8491498942603346 1.4476828575134266 0.95971661247312923 3.404639020562171 9.0797981642826908
leaf_count=375 10 34 27 58 29 24 46 326 13 25 51 51 34 10 40 27 17 40 28 28 23 30 40 27 1127 33 4 16 13 294
internal_value=0.000117202 0.000230644 4.5702e-06 -0.00105673 9.27366e-05 -0.00121317 0.000163593 -9.37548e-05 -0.000467077 0.0002204 0.000365702 0.000826162 0.000215864 -0.00137198 0.000874947 7.16106e-05 -0.00107739 -0.000349435 -0.00156911 -0.00233023 0.00029264 3.38846e-05 5.97841e-05 0.000827495 -1.11923e-06 -0.000572737 -0.000341416 -4.49952e-05 -0.000272179 -9.15233e-05
internal_weight=380.879 189.757 191.122 11.3555 6.35917 3.31649 181.572 79.8711 33.7599 15.8764 101.701 24.9693 76.7318 3.53904 11.0454 179.767 17.8835 7.20984 10.6737 6.20313 73.1928 173.187 169.789 12.4795 157.309 19.8297 17.9805 14.8918 13.4442 12.4844
internal_count=2900 1141 1759 121 63 53 1107 563 237 78 544 102 442 44 53 1638 159 86 73 45 398 1611 1584 57 1527 400 367 327 323 307
is_linear=0
shrinkage=0.00218447


Tree=471
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 1 0 0 2 1 1 2 2 2 0 1 1 2 2 0 1 0 2 0 0 1 1 2 2 0
split_gain=0.202233 0.531569 0.617996 1.29908 0.566923 1.25847 1.01002 0.456587 0.361196 1.06047 1.23958 0.967931 1.2912 1.21008 0.689322 1.38172 1.2628 0.692107 0.695732 1.62484 0.336625 1.03983 0.328596 1.57948 1.20418 1.50055 1.07642 0.936024 0.428847 0.281951
threshold=0.47727612945000003 0.34524415440000006 0.34500464060000008 0.47648274005000008 0.35675578575000005 0.35814795965000007 0.47706655490000011 0.47760546090000006 38.318569170500005 0.33263974130000007 0.31810424840000007 39.268993001500007 39.646013290900008 41.24714903835001 0.47470135625000004 0.34193587020000005 0.32144247180000002 41.902916368500009 48.680511450650009 0.39614083410000006 0.31123319660000009 0.37331217625000007 49.110028829250005 0.55671985870000007 0.55892039160000018 0.48363821445000005 0.48627286610000009 50.448116877400004 48.852845034800005 0.47886290830000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 -3 -2 9 10 -1 -10 -13 -14 15 16 17 -15 19 20 21 -19 28 -24 -25 -26 -27 -28 29 -9
right_child=7 4 -4 -5 5 -7 -8 22 11 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=0.005988860963856573 0.0090952033731174966 -0.036454926009740651 0.011639113534302064 -0.022945450298222907 0.028115155338979035 -0.011942926997040396 -0.0051026827582254476 -0.0038618422288785588 -0.023488579421058461 0.016472298194484172 -0.041812663163668981 0.028765028686540357 -0.026772905217489859 0.021155135409228858 -0.015347812996082238 0.021359087426337579 -0.028276314372643663 0.018528275731935922 0.0047725508323606365 -0.046506085498104414 0.020758239011594588 -0.038284423869848101 -0.038351598415812233 0.039700019400738196 -0.03606532692472357 0.022186697052632702 -0.039720300010597696 0.0023427759824645386 0.011798751253567497 0.00074636663778240061
leaf_weight=1.803796500898897 6.7676095589995375 1.7647531397087712 4.3799783150898284 2.8185490334872147 1.2184368990710934 2.8298108882736415 3.034958615899086 15.318972986191509 1.9994419687427605 4.5872408669674769 0.87489306344650675 1.6218643262982393 1.9090328374877596 1.7615682557225287 2.5273863524198523 3.5590909570455542 1.7000741227529932 0.79035567678511032 6.7773779183626175 1.0931840657722203 0.74330289661884297 0.62775082129519433 1.3704486208152937 0.75315071456134308 1.2903099507093427 2.0408140420913696 0.7872559048701081 2.1262777729425579 3.6838136985898009 245.487719386354
leaf_count=30 25 71 28 24 10 55 16 91 14 35 34 5 22 17 17 12 37 11 32 32 2 76 67 3 43 8 32 59 21 1971
internal_value=0.000299209 -0.00166703 -3.44189e-05 -0.00148718 -0.00896931 0.000113708 -0.0166302 0.000639702 0.000380886 0.00685163 -0.00962371 -0.00149148 0.00041159 -0.00172835 0.000713462 0.00309391 -0.00172374 0.0021039 -0.00124141 -0.0137649 0.00279471 -0.00662091 0.000429984 -0.00599933 0.000336523 -0.004411 0.00383305 -0.00902294 0.000633402 0.000475695
internal_weight=328.049 48.4228 39.5749 35.1949 8.84796 4.04825 4.79971 279.626 32.3764 7.26593 2.67869 25.1104 23.111 21.4891 19.5801 17.0527 13.4936 11.7935 10.032 3.25459 2.16141 1.41811 272.859 8.36826 6.99781 6.24466 4.95435 2.91353 264.491 260.807
internal_count=2900 580 428 400 152 65 87 2320 376 99 64 277 263 258 236 219 207 170 153 121 89 87 2295 212 145 142 99 91 2083 2062
is_linear=0
shrinkage=0.0329546


Tree=472
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 2 2 1 2 0 1 0 0 0 1 0 2 2 1 1 1 1 2 0 2 1 1 1 1
split_gain=0.211548 0.392935 0.652435 0.496166 0.750639 0.277533 1.22103 1.04892 0.716816 2.30893 1.07486 1.50325 0.610795 0.751309 1.13975 0.44917 0.477498 0.285812 1.67382 2.10729 1.40345 2.18619 1.2368 0.854741 2.7556 3.49921 2.75089 2.73834 1.51889 0.843261
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.51700547890000015 0.53136133645000017 36.514114975300011 37.020641110850008 36.372781240150012 0.38780276035000005 34.997818021800008 0.49850303880000008 0.34392682850000006 0.54475913895000005 0.56793209785000009 0.56859076075000015 0.38733870245000007 0.52975958800000011 39.468990633150007 39.788107623550012 0.34524415440000006 0.34193587020000005 0.3459626957000001 0.39024280710000009 40.496232821400007 0.53905571685000009 40.337496327150006 0.34632196640000007 0.42829556000000008 0.43967246490000006 0.44705248345000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 15 8 10 12 11 -2 -10 -14 -15 -7 -17 20 19 -19 -8 -22 -21 24 25 26 -20 -26 -29 -23
right_child=5 2 3 4 -6 6 17 -9 9 -11 -12 -13 13 14 -16 16 -18 18 23 22 21 29 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.039853608738153433 0.012417136342713285 -0.04541499410722296 -0.055552827093707444 0.039613077409771665 -0.038757578573060253 -0.027595398259718185 -0.03026918564443741 0.030677439815636469 0.017878088357881225 -0.044746843450509798 0.014938281474791929 -0.026462168728305629 -0.047566786468297567 0.047016694959577519 -0.038767298844775623 0.010536299771128221 -0.019384615057926765 0.0087473842515549544 -0.014615872448123172 -0.040975164420500323 0.02066134451914433 -0.0022443396155885135 -0.011543437470195254 -0.00026343635391923932 -0.0396711089118717 0.038667490188152125 0.017248689151173759 0.03096658872346289 -0.014829266384719942 0.01066670252853881
leaf_weight=0.17990458011627097 2.8617715621367159 0.69514346303185426 0.16993259824812412 0.52971953898668289 0.24832885885552969 2.7798937088809899 1.7085850071161974 1.9230660529574368 2.4646591059863563 1.7514137405378276 8.2550667151808721 2.649371427949518 0.53431686758995034 0.47738465666770935 0.38872498593264027 1.2661402900703254 1.7683478825347263 3.880843020975588 6.3075122898444596 3.5622205743566155 8.9829171588644368 33.439969098893926 4.433530706592137 204.49093743579579 3.0956337191164485 5.5741223334334782 9.2363446746021491 1.9043706431984899 2.1141047757701017 8.8502577702893159
leaf_count=1 22 57 3 4 103 18 25 12 11 69 33 33 9 1 50 8 34 14 36 24 38 216 34 1784 22 24 50 7 41 117
internal_value=0.000302904 -0.0123317 -0.0180455 0.00202426 0.0145996 0.000373841 8.56835e-05 0.00447723 0.00187776 -0.00932028 0.00644647 -0.00627331 0.00673281 -0.0128822 0.00851536 -0.0167947 -0.00690011 0.000415505 -0.000120963 -0.0137408 0.00289221 0.00399725 -0.0246557 0.000574099 0.00664054 0.0133849 0.00431843 -0.0133799 0.00687356 0.00045761
internal_weight=326.525 1.82303 1.64312 0.947981 0.778048 324.702 303.396 21.3058 19.3827 5.6165 13.7662 5.51114 3.86509 1.40043 0.86611 5.81438 3.03449 297.581 244.6 11.8766 52.9817 51.2731 7.99575 232.723 28.2321 21.118 15.5439 7.11411 4.01848 42.2902
internal_count=2900 168 167 110 107 2732 2492 240 228 140 88 55 71 60 51 60 42 2432 2036 72 396 371 58 1964 180 110 86 70 48 333
is_linear=0
shrinkage=0.0371939


Tree=473
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 2 2 1 1 0 1 2 1 1 0 2 0 0 1 1 2 2 2 1 1 0 0 1 1
split_gain=1.79938 2.55224 1.65264 2.96059 2.0711 1.6504 3.41833 1.79572 1.78786 2.83631 1.64748 3.41185 1.62808 1.58072 1.6409 1.56459 1.53185 1.84217 4.52049 2.21312 1.49591 1.71947 1.45605 1.37604 1.36059 2.16951 4.63325 4.02 1.72818 1.27618
threshold=0.39078171310000004 0.53136133645000017 40.621691032550004 0.51589772760000019 0.46928235680000008 44.215931556700006 43.968221017800005 42.654057868200006 0.39458399450000009 0.39584144190000009 0.50300889195000009 0.37138109635000011 40.305698932850007 0.33960061075000009 0.33263974130000007 0.52290350590000012 38.238138001450004 0.54910032635000017 0.55240861050000023 0.42194844465000009 0.39971857130000005 43.633733172900008 37.962710038050005 49.39887334565001 0.40621538280000008 0.41917906650000009 0.53905571685000009 0.54317236010000014 0.4211999641000001 0.45280081435000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 10 13 6 7 8 -2 -10 -4 -12 -6 14 -1 -5 22 20 -19 23 21 -18 -3 -20 -22 26 -26 -27 -29 -21
right_child=1 16 3 15 12 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 18 19 29 24 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.00044008027189987417 -0.0014001928293785244 -0.00032410606493392852 0.00010130358156418983 -0.0023991631119482859 0.00045054827359296469 -0.0021946673008340837 0.0017953491371893264 -0.0024120289010241469 0.0013344890642391655 -0.00090189585623686244 0.001645498137692977 -0.00051810147781342932 0.0013255669994568719 -0.0015305562085321928 0.0016298017804142067 -0.00045953242304408004 -0.0015486418134568161 -0.0026951067510542319 -0.0023970307466251476 0.00039580829198386839 0.0013788189222727724 0.00056275751082257618 -0.0024254764357739119 -1.79223889062494e-05 0.0011181708524026952 -0.00038098103679294284 -0.001705897832164208 0.0019885476461254633 0.00067704676108497179 -0.00013288979102387774
leaf_weight=5.4173857849091274 5.5186118613928654 14.160476901975924 119.31852979655378 2.4481252003461114 72.62811219599098 2.3942988042253992 2.2617613747715941 2.2275624973699442 3.7012607529759389 5.3058749423362315 7.7193175628781301 4.3990778028964996 9.2121828794479352 3.1722605720860884 2.0221049869433045 4.6093100681900978 2.8864249885082236 2.3962144013494244 2.2460136972367759 33.695646624080837 6.9574756398797026 3.0497019588947296 1.3923962339758862 1.600895909592509 4.1644073426723462 8.1211414169520157 4.8172325864434242 7.6107331067323667 7.8443113714456558 36.640230128774419
leaf_count=77 59 318 736 29 296 86 10 38 12 68 32 34 36 63 11 36 24 28 30 160 22 16 25 19 17 39 34 19 26 500
internal_value=0.000129838 -3.06939e-05 0.000240354 0.000104833 0.000443366 -0.000660466 -0.000467286 -0.00077275 -0.000521362 1.70915e-05 0.000171264 0.000860094 0.000549043 -0.000371642 0.000122528 -0.00113236 6.73051e-05 0.000141168 -4.44326e-05 4.11881e-05 0.000453878 -0.000463904 -0.000512235 -0.00140696 0.00059175 0.000423557 -0.000396496 0.000735966 0.00132289 0.000120392
internal_weight=389.939 158.993 230.946 138.494 92.452 21.4094 19.0151 16.7533 14.5257 9.00714 131.437 12.1184 81.8403 10.6118 7.43949 7.05744 137.583 122.03 76.579 74.1828 45.4514 5.93613 15.5529 3.84691 39.5153 32.5578 8.98164 23.5762 15.455 70.3359
internal_count=2900 1550 1350 867 483 273 187 177 139 80 802 66 332 151 88 65 1277 934 737 709 197 40 343 49 157 135 51 84 45 660
is_linear=0
shrinkage=0.00196078


Tree=474
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 2 2 1 2 0 1 0 0 0 1 0 2 1 2 1 0 2 0 0 2 0 2 0 1
split_gain=0.191857 0.305313 0.583322 0.43627 0.685708 0.235822 1.00522 0.902134 0.620777 2.07706 0.910094 1.22021 0.524922 0.669506 1.02873 0.348586 0.393479 0.280095 2.23854 0.707829 0.721267 0.407401 0.400587 2.07319 4.41484 3.80393 2.02831 0.704683 0.446863 0.407412
threshold=32.785955158400007 0.31728091975000011 0.38185982460000006 0.51700547890000015 0.53136133645000017 36.514114975300011 37.020641110850008 36.372781240150012 0.38780276035000005 34.997818021800008 0.49850303880000008 0.34392682850000006 0.54475913895000005 0.56793209785000009 0.56859076075000015 0.38733870245000007 0.52975958800000011 37.858673296900008 0.37668033890000002 37.511241581900002 0.40850573335000007 0.54384599265000022 38.703421923500009 0.4901499955000001 0.54017843775000018 38.318569170500005 0.54910032635000017 38.994321257850011 0.53592706805000012 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 15 8 10 12 11 -2 -10 -14 -15 -7 -17 18 -8 21 -21 -20 23 -19 25 -25 -26 28 -24 -29
right_child=5 2 3 4 -6 6 17 -9 9 -11 -12 -13 13 14 -16 16 -18 22 19 20 -22 -23 27 24 26 -27 -28 29 -30 -31
leaf_value=0.030060315424350691 0.010180202332542038 -0.04009848630488469 -0.047601073601747146 0.035130901242717713 -0.03444511865518636 -0.021893631520179511 0.022402325675231059 0.025824886189016561 0.014775925631168009 -0.039305246683882487 0.012462099179606768 -0.020913328983175758 -0.041570193333918121 0.040993075650645416 -0.03444947879796062 0.0084982619017325654 -0.015823606060382463 0.013703284351317981 -0.026695930031581952 0.017032579712755319 -0.012326536585657164 -0.0049708225820240684 0.0031273422642080586 -0.0071669233347804789 0.025441547295231872 -0.061580669383579825 -0.014426973730075992 -0.001477123756023771 0.018248107941357554 0.0012111895158380772
leaf_weight=0.17916324688121577 2.8488750802353087 0.62947433348745085 0.16087932791560888 0.48647962510585785 0.22926294476928888 2.8230627956800154 5.0150082740001363 1.8570968321437238 2.4262448884546752 1.6217643745185339 8.0845999866723997 2.7083128516096622 0.49759477004408814 0.44614803791046143 0.35868797523289686 1.256344056222588 1.7523305658978641 4.6610570930643034 1.9772733189165594 2.0843264786526565 1.6485975364630574 1.8268847436993381 4.9189713224768621 2.9412797591648978 3.2135433554649353 2.7205573366954923 2.49262000953604 101.75744626455707 3.8195483775925823 158.78288348004571
leaf_count=4 22 54 3 4 103 18 33 12 11 69 33 33 9 1 50 8 34 28 14 12 32 29 25 22 9 24 49 698 23 1434
internal_value=0.000291376 -0.0108706 -0.0157397 0.00175155 0.0128447 0.000349338 0.000115078 0.00376157 0.00160417 -0.00797067 0.00535952 -0.00497333 0.00565811 -0.0113271 0.0073709 -0.0135223 -0.00566743 0.000382082 0.00523112 -0.00619422 0.00406651 -0.0162628 0.000168749 -0.00492514 -0.0125631 -0.0333132 0.0080258 0.000471967 0.00973653 0.000161233
internal_weight=326.226 1.68526 1.5061 0.876622 0.715743 324.541 303.692 20.8493 18.9922 5.35044 13.6418 5.55719 3.72868 1.30243 0.804836 5.83174 3.00867 297.86 12.5521 7.53708 3.73292 3.80416 285.308 16.0291 11.368 5.66184 5.70616 269.279 8.73852 260.54
internal_count=2900 168 164 110 107 2732 2492 240 228 140 88 55 71 60 51 60 42 2432 120 87 44 43 2312 132 104 46 58 2180 48 2132
is_linear=0
shrinkage=0.0331673


Tree=475
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 1 2 0 2 2 2 0 1 2 1 0 1 1 1 1 0 2 2 0 0 1 1 1 0
split_gain=0.19512 0.509982 1.63721 1.24139 1.71715 2.96876 2.58933 1.61398 0.85186 0.738132 0.715062 1.39372 0.953168 1.13926 1.4925 1.57795 0.79845 0.745096 0.715563 0.651357 0.559049 0.420821 0.369647 0.294629 1.42318 0.787101 1.29442 0.931065 0.866935 0.674123
threshold=0.47727612945000003 48.680511450650009 45.027406014450008 43.968221017800005 42.773538294100007 42.686561923500008 0.34458549145000011 44.157169339850007 0.47512050540000011 43.57842012870001 38.938637541200009 37.962710038050005 0.47305469895000007 0.32600820335000008 39.420767558750008 0.34515433670000012 0.42314601355000009 0.31100865245000009 0.31810424840000007 0.33960061075000009 0.34500464060000008 0.47760546090000006 48.008184682100008 49.110028829250005 0.55671985870000007 0.55980359870000018 0.48363821445000005 0.48627286610000009 0.49901200560000009 0.6166282446500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 9 -5 10 -6 11 16 13 18 -15 -16 17 -1 -12 -18 -10 -2 -4 -23 -25 -26 -27 -28 -29 -30
right_child=21 -3 22 7 6 -7 -8 -9 20 -11 12 -13 -14 14 15 -17 19 -19 -20 -21 -22 23 -24 24 25 26 27 28 29 -31
leaf_value=0.018866919990565285 0.0093013796964580391 0.006666671973445097 -0.041876685082916476 0.040722373220232908 -0.01657822133758648 0.039905647199307226 -0.047683114985119956 -0.0034532743758036119 -0.023431636554752264 0.025940711591872938 -0.0094384180025403816 -0.041523581385717628 0.021140699017184753 0.024380931774057937 -0.05407491986621852 0.002355429535177042 0.017585538993579085 -0.042127100398007572 0.021124603765608124 -0.0098137660474457 -0.0050488951657377736 0.00062149781512215135 -0.016143036144460818 -0.040365789417012743 0.032954921932424906 -0.038055012315197277 0.022381626455994459 -0.039065676572337865 0.027337415973238854 -0.013662113879518795
leaf_weight=0.33905191719532968 6.7450896799564353 7.3935217428952447 1.430289225187152 1.8815883994102467 0.95833341008983497 2.0787282619858152 2.503306983737275 2.2297365535050631 3.5962626542896015 1.0620767399668691 1.4085756029235179 1.2704908323939887 3.5430500451475382 0.83336883224546943 1.4276237250305714 1.0693977901246396 2.5791738713160157 0.91134747602336574 2.8731403835117817 1.8302135886187896 4.7206973172724247 262.95207538976319 1.3283888567239044 1.2675218745716827 0.79803512804210175 1.1290708603337405 1.9606097042560575 0.8387444177642468 0.84622676344588432 1.1915699130622668
leaf_count=4 25 36 34 10 38 10 62 33 24 22 46 17 16 4 27 23 19 63 15 38 32 2083 7 67 4 42 8 24 14 53
internal_value=0.00027972 -0.00180654 -0.00337763 -0.00143717 -0.00370446 -0.000511332 -0.0238083 0.0167641 -0.00369346 0.00577287 0.00058524 -0.00827615 0.00609049 -0.000914624 -0.0163228 -0.0299075 -0.000812873 -0.0255883 0.0110701 0.00621285 -0.0129976 0.000634793 -0.0294851 0.000419072 -0.00620813 0.00019251 -0.00418975 0.00371496 -0.00900798 0.00336358
internal_weight=324.997 47.2684 39.8748 37.1162 33.0048 28.4811 4.52372 4.11132 26.4024 2.02041 18.0854 6.93028 11.1552 7.61211 3.33039 2.49702 5.65979 1.2504 4.28172 4.40939 8.31696 277.729 2.75868 270.984 8.03178 6.76426 5.96622 4.83715 2.87654 2.0378
internal_count=2900 580 544 503 460 338 122 43 328 60 272 141 131 115 54 50 124 67 61 57 56 2320 41 2295 212 145 141 99 91 67
is_linear=0
shrinkage=0.0351263


Tree=476
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 0 1 1 2 2 2 0 0 0 1 2 1 0 1 0 0 1 1 2 1 1 2 0 1
split_gain=1.3765 1.98771 2.06511 2.90242 3.45558 1.64152 4.4261 1.56544 2.79932 2.6241 3.23453 1.48252 2.51922 3.12436 2.12827 2.44523 2.30144 1.30532 2.30514 2.71381 1.42066 2.4451 1.80112 3.95308 2.69604 2.13213 2.63388 1.97408 1.38773 1.30774
threshold=0.52324780695000006 0.39971857130000005 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.54910032635000017 0.55240861050000023 0.39078171310000004 0.39024280710000009 40.305698932850007 42.718072821900002 41.395309858300003 0.53321756835000012 0.52511900840000014 0.52682554415000016 0.39584144190000009 39.091773401050006 0.38906020780000011 0.51929582950000019 0.38185982460000006 0.48543456785000005 0.48368312325000012 0.37138109635000011 0.37982395740000008 39.852039223600009 0.36927038110000004 0.36543816055000006 43.740100730350001 0.48181192180000004 0.3621298763500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 11 -3 4 -4 -5 -7 8 17 -9 -11 14 13 -13 16 -16 -2 18 19 20 21 28 25 24 -24 26 -22 -26 29 -1
right_child=1 2 3 5 -6 6 -8 9 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=4.4493120510445152e-05 -0.0028937852678228302 0.0010970687287554552 0.00044401444602187293 0.00051744654793615149 -0.0024010458412951556 -0.0031859789017809614 2.1214520514973389e-05 -0.0031581988501543628 0.0018247099427669122 0.0021501036013219662 -0.0023398518885804844 0.00028022241582790548 -0.00015268853914604839 -0.0027536397155247302 0.0011753213037105413 -0.00094487078797936459 0.00018965331490059488 -0.00098929758621240141 0.0014331814559787872 -0.0017291084560462945 0.00069099526463929238 -0.0014072515904029954 0.00030011642366457967 0.0013474199109040209 -0.0032044454370824867 0.0017402868234289834 -0.00086717355934412023 -0.00051082012054593602 0.00080389747468573433 0.001509042581410874
leaf_weight=110.73535431362689 2.1368546113371876 8.5988214034587127 3.3170712767168862 31.297481914050877 4.7177213267423213 2.013927871361374 77.80158876607311 1.6528847296722222 5.0623376481235018 1.6833675745874646 1.2951599088264627 2.1832906510680905 8.0667417026124877 5.3272808007895947 7.2856087870895845 3.7636641953140497 2.2854986637830734 4.0113757550716391 7.1431458229199043 3.2779129743576041 39.175541277974844 4.7195438221096984 3.8801576718687993 4.8854341730475417 2.9317622669041157 7.2811449170112601 5.6649590879678717 2.1526815425604582 13.573279678821562 2.8532243999652556
leaf_count=812 33 38 28 151 61 20 960 24 14 9 54 14 58 78 28 39 13 19 32 18 161 24 17 15 30 31 30 21 47 21
internal_value=0.000120194 -3.16436e-05 8.61692e-05 1.32132e-05 -0.0012265 0.000102859 -5.97103e-05 0.000228812 0.000254996 -0.000999956 0.000197726 -0.000516369 -0.000981511 -0.00187171 -4.80487e-05 0.00045313 -0.00130025 0.000217563 0.000240807 0.00019846 0.000230395 0.000102384 0.000486297 -0.000198344 -0.00104074 0.000668223 0.000494143 -0.002064 0.000158413 8.1281e-05
internal_weight=380.775 158.796 127.747 119.148 8.03479 111.113 79.8155 221.979 217.348 4.63141 2.97853 31.0489 15.5773 7.51057 15.4716 11.0493 4.42235 212.286 208.274 201.131 197.853 131.881 65.9717 13.85 8.9646 52.1216 44.8405 5.08444 127.162 113.589
internal_count=2900 1521 1258 1220 89 1131 980 1379 1292 87 63 263 150 92 113 67 46 1278 1259 1227 1209 904 305 83 68 222 191 51 880 833
is_linear=0
shrinkage=0.00213593


Tree=477
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 2 0 0 0 0 0 1 0 2 0 1 0 0 0 1 1 2 2 0 2 0 1 1 0
split_gain=1.484 2.19698 2.10109 3.01035 3.93062 1.98663 2.34895 2.20043 3.50558 1.91388 1.91576 2.91155 4.33009 2.00658 2.56899 2.28768 2.15536 1.43275 2.19782 1.99128 1.41095 1.35847 2.23301 2.44636 1.8576 1.93242 6.92 3.38021 9.46151 3.22685
threshold=0.52324780695000006 0.39971857130000005 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.48181192180000004 44.015822920550008 0.5089817670000002 0.50356276755000018 0.5339660489000001 0.54017843775000018 0.54095685760000012 0.41917906650000009 0.54910032635000017 40.878805547300004 0.55335169605000012 0.42970270350000012 0.54191491270000014 0.53592706805000012 0.54910032635000017 0.42274183410000005 0.35877668335000007 41.322103772800006 43.124157941850008 0.52266399210000014 37.797539186950011 0.50109278165000015 0.37138109635000011 0.37852160115000005 0.51700547890000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 17 -3 4 -4 -1 21 8 -8 -5 -11 -12 -13 14 20 -15 -17 18 -2 -19 -14 22 -7 -24 25 -23 -27 -28 -29 -30
right_child=1 2 3 9 -6 6 7 -9 -10 10 11 12 13 15 -16 16 -18 19 -20 -21 -22 24 23 -25 -26 26 27 28 29 -31
leaf_value=4.7023889352610348e-05 -0.00045459019112613385 0.0010028884734473494 0.0013252998801221675 0.0016413208690054743 -0.002060940026401822 0.0012670507711023721 -0.0016057617646369788 -0.002493658796750565 0.0018379589289523877 -0.0011378061212166362 0.0021740068099947657 -0.002858025474993395 -0.00067029153946492905 -0.001784840990884053 0.0013623105932703899 -0.0015878705802412961 0.00010370194077461246 0.0016986595676527266 -0.0021556837129242082 -0.00075190626762121999 0.0007283717809690324 0.00059901720011057934 8.4719263061320692e-05 0.0013687826026663314 0.0013248729768471621 -0.0025991488987112767 0.0012530683299502938 -0.0028626351194318183 0.0014946206123282173 -0.00036061540920044529
leaf_weight=117.90981441608164 22.485860360786326 8.6756893396377546 1.6863702200353134 2.8976382105611256 5.1069405423477292 17.272992439568043 2.3395143295638254 1.8568992549553511 2.0522014428861439 4.7392976842820635 2.4735013991594306 1.8435902488417912 5.5733441114425677 2.6435871711000791 9.800201300531624 2.9013596903532735 69.928445581695996 2.4401639429852358 3.2099293023347846 2.465285012498498 5.1159012774005532 21.412290478125215 22.505255982279781 7.2565477341413489 5.6116867139935485 3.7541744280606535 7.7966822609305408 4.0206276178360012 6.3710238123312575 7.6073810113593936
leaf_count=843 202 38 7 36 71 70 37 46 10 31 6 22 25 24 31 39 909 10 21 30 19 87 87 22 17 27 35 37 27 34
internal_value=0.000121798 -2.40266e-05 9.03694e-05 2.13543e-05 -0.00122034 0.000220387 0.000406457 -0.000738614 3.4518e-06 9.95184e-05 5.69777e-05 0.000113444 6.13329e-05 0.000117418 0.000651137 -2.74753e-05 3.63139e-05 -0.000485278 -0.000667092 0.000467102 -8.87554e-07 0.000475516 0.000717023 0.000397801 0.00027473 0.000159094 -0.000159681 0.000195347 -0.000262829 0.000484957
internal_weight=381.754 153.987 123.386 114.71 6.79331 227.767 109.857 6.24862 4.39172 107.917 105.019 100.28 97.8064 95.9628 20.4894 75.4734 72.8298 30.6012 25.6958 4.90545 10.6892 103.609 47.0348 29.7618 56.5739 50.9622 29.5499 25.7957 17.999 13.9784
internal_count=2900 1521 1258 1220 78 1379 536 93 47 1142 1106 1075 1069 1047 75 972 948 263 223 40 44 443 179 109 264 247 160 133 98 61
is_linear=0
shrinkage=0.00192311


Tree=478
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 0 0 0 2 2 1 0 0 1 0 2 1 1 1 0 0 0 2 2 0 2 0 1 2 0
split_gain=0.19921 1.07748 1.32331 1.04679 2.24011 2.93459 1.84463 1.28036 1.30385 1.99716 1.64904 1.4738 1.28934 1.23582 1.19374 3.28823 1.7968 1.59231 3.78514 1.03137 1.85304 1.2373 2.0328 1.55096 2.72761 1.34315 1.99297 0.983943 2.4013 1.88488
threshold=0.52366695610000014 0.39971857130000005 0.4019490434500001 40.580626202750004 40.036761086100007 0.55671985870000007 0.53839705400000015 0.57507260265000015 39.893178577750007 39.468990633150007 0.44705248345000009 0.55041765215000005 0.55892039160000018 0.49091344570000006 0.54475913895000005 44.269496632500008 0.41917906650000009 0.41640968835000008 0.41865513010000005 0.54191491270000014 0.53592706805000012 0.52772372085000019 39.995120105550008 40.421032462050007 0.53321756835000012 41.395309858300003 0.52511900840000014 0.39078171310000004 40.305698932850007 0.52266399210000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 19 -3 4 6 -6 -4 8 9 10 11 -8 -13 -9 15 -5 -16 -17 -19 20 21 22 -2 -23 -25 -24 -27 29 -29 -1
right_child=1 2 3 14 5 -7 7 13 -10 -11 -12 12 -14 -15 16 17 -18 18 -20 -21 -22 23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.00073774803600478421 -0.043155178827844434 0.022442473077572751 -0.044302032465467586 0.018278482112998515 -0.049407518990182267 0.00055918348393243925 0.0032262837799626816 -0.037422235083212137 0.022168219736889792 -0.027035474428616743 0.01529529393367849 -0.044751790611877278 -0.0055565527690354388 0.012933905324123165 -0.037428051905846048 -0.045731174238373952 0.0010656705854027268 0.038209643509056486 -0.040525695139951252 0.0087306143654209255 -0.034422603623337787 0.014827222457492215 0.021772363760877652 -0.029377076029410931 0.015745099274972571 0.0089653312537534297 -0.040525286261549234 -0.050784896381485083 0.0044077238459614638 0.020087396601446789
leaf_weight=185.09762583208794 2.1950887937564501 3.0137280020862809 1.0470622167922581 13.010338148102166 2.6068224422633639 2.5666214864177164 9.4696120673325037 1.7594533052615582 3.2906597144901744 2.6887145107612005 7.920073485816828 1.529809859581291 2.3297253232449293 0.77131374360033067 1.3718460067175318 1.3303939881734539 48.644854546990246 1.3367945700883868 1.3505381275899706 3.9333662849385282 2.8949749129824331 4.9878509454429132 1.4702257663011549 3.4638992818072438 2.5659769847989082 1.7832141034305098 1.7979930220171807 1.3716218059416854 2.3591700794640929 5.710041024722158
leaf_count=1275 42 17 13 51 18 36 52 126 14 21 47 42 34 147 31 22 542 4 38 40 21 33 9 50 11 11 38 25 67 23
internal_value=0.00031338 -0.000685862 0.000776814 0.000143039 -0.00442117 -0.0246183 -0.00102938 0.000493134 0.00259073 -0.000100516 0.00330763 -0.00381535 -0.0210924 -0.022075 0.00259244 0.0101782 9.87404e-06 -0.0160522 -0.00135936 -0.00686696 -0.00976645 -0.00585833 -0.016504 0.00114346 -0.0101756 -0.00492272 -0.0158821 0.000986932 -0.0158838 0.0013168
internal_weight=325.669 131.131 106.038 103.025 35.9799 5.17344 30.8064 29.7594 27.2286 23.9379 21.2492 13.3291 3.85954 2.53077 67.0448 17.0281 50.0167 4.01773 2.68733 25.0926 21.1592 18.2642 7.24652 11.0177 6.02988 5.05143 3.58121 194.538 3.73079 190.808
internal_count=2900 1510 1255 1238 550 54 496 483 210 196 175 128 76 273 688 115 573 64 42 255 215 194 100 94 61 58 49 1390 92 1298
is_linear=0
shrinkage=0.0331706


Tree=479
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 2 0 1 0 0 0 1 0 0 1 2 1 2 2 1 2 2 1 1 0 1 0 2
split_gain=0.211904 2.72132 2.05793 0.874501 1.53685 1.77652 1.33672 1.169 1.16804 0.925384 0.741344 2.01445 1.12885 1.84777 1.28591 1.42625 1.54713 3.01317 1.77375 1.56291 1.51381 3.13339 0.968599 3.87775 1.34465 0.964679 0.881352 2.29214 1.23425 0.717651
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.532441862050007 41.621607100200002 41.755948821900006 0.3453339720000001 41.322103772800006 0.50300889195000009 0.34575312120000007 0.57944372925000021 0.62143349005000015 0.56704889075000009 0.45393850480000009 0.54095685760000012 0.54317236010000014 0.4211999641000001 39.420767558750008 0.41985269900000005 38.052786106700005 38.386256906100009 0.44751654140000008 40.305698932850007 40.496232821400007 0.34515433670000012 0.3459626957000001 0.53978922790000017 0.39772761295000009 0.53592706805000012 40.259171735100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 -5 9 -2 -8 -9 -6 12 -12 14 29 22 -16 18 20 19 -17 21 -18 26 -24 -25 -26 27 -1 -29 -14
right_child=3 -3 -4 4 5 -7 7 8 -10 -11 11 -13 13 -15 15 16 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0015085627622996554 0.0031060412331837791 0.026998189463580374 -0.028175638531830766 0.020994168058727343 -0.04948399633780963 0.00026379931140711662 -0.0040869313162007672 -0.061598743637398125 -0.018461400269161165 -0.011459827072016933 -0.046141224526570684 0.01864576518574626 0.01369652608237598 -0.016959613416182958 -0.032679844895863765 0.021150318992004903 -0.056030718502586598 -0.033253318453919552 0.032821424520481569 -0.031403733316059571 0.017098793611815013 0.017932960352957956 0.03624019233149308 -0.024403703962557102 0.021051582655144035 -0.0060594266612283123 0.02193360564300172 -0.050376095791846646 -0.0034264677574348682 0.040432570356197427
leaf_weight=75.000388768545236 6.9779590610414735 6.8443269970593965 4.2358666986692688 5.9067032246675799 1.7490048799663771 145.58111042703968 3.6090976845007372 1.7977907285094259 2.6858893242897466 2.9507122232462279 1.9033391044722514 1.451276475414488 3.6693111201748234 2.2508682272746228 3.3665366880595711 1.7777663869783311 1.8268896257504841 6.3612471409142008 3.5679056644439697 2.1390849743038416 5.7099717706441879 2.1266389400698245 6.8073924722848487 3.4919435316696754 4.005296438932417 5.1436484362930059 3.2389843873679629 2.3096260474994774 1.644877068698406 3.246579185128212
leaf_count=500 33 33 34 33 18 1397 23 12 31 26 143 158 34 37 19 21 45 44 13 20 26 16 32 25 15 35 13 47 9 8
internal_value=0.000349098 0.00147414 0.000271632 -0.000650217 0.000269216 -0.000545367 -0.0101789 -0.0216337 -0.0357579 -0.0256106 0.00112599 -0.018113 0.00159474 0.0156381 0.000593079 -0.00746438 -0.00385355 -0.0111156 0.0116943 -0.00755069 0.0034572 -0.016245 0.00272362 0.0110362 -0.0025367 0.00580944 0.000756739 -0.000112004 -0.0308474 0.0262474
internal_weight=323.378 152.12 145.275 171.258 156.188 150.281 15.0707 8.09278 4.48368 4.69972 141.04 3.35462 137.685 9.16676 128.518 26.876 23.5095 16.0247 7.48476 3.91685 9.6635 3.95353 101.642 19.4483 12.6409 9.14894 82.1939 78.9549 3.9545 6.91589
internal_count=2900 1327 1294 1573 1474 1441 99 66 43 44 1260 301 959 79 880 204 185 131 54 41 87 61 676 107 75 50 569 556 56 42
is_linear=0
shrinkage=0.0414211


Tree=480
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 1 1 1 0 0 0 0 0 1 0 2 0 0 0 1 1 0 2 2 1 0 1 1 2 0
split_gain=1.10066 1.90816 2.08504 2.27573 4.38161 1.7913 1.76308 2.50662 3.81285 1.90211 1.9192 1.83655 4.56579 1.59747 1.33683 1.30461 1.95462 2.88722 1.95079 2.5487 2.04078 1.3508 1.19773 1.21975 1.14383 1.39285 1.60392 1.32361 1.49979 1.25233
threshold=0.52324780695000006 0.48181192180000004 44.015822920550008 0.49967066855000003 0.5089817670000002 0.39971857130000005 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.53321756835000012 0.53839705400000015 0.54910032635000017 0.55240861050000023 0.42970270350000012 0.55754318735000019 41.395309858300003 0.53321756835000012 0.52511900840000014 0.52682554415000016 0.39584144190000009 0.39051226010000012 0.53592706805000012 41.590548329450009 40.036761086100007 0.3453339720000001 0.48543456785000005 0.34581299960000006 0.36000419150000007 42.541806567400009 0.52266399210000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 -4 -5 15 -7 8 -8 -9 -11 22 -13 14 -14 18 17 -17 20 -20 -2 -18 23 -12 -3 26 -26 28 -27 -29
right_child=5 2 3 4 -6 6 7 9 -10 10 11 12 13 -15 -16 16 21 -19 19 -21 -22 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=3.3338592531659417e-05 0.00025243482206851439 0.0012495327263840582 -0.0036300202170919111 0.0015718945850300243 -0.0029303597416183154 0.0011287662825473182 0.0015926818246466648 0.0021386280625100831 -0.0024450782648451743 -0.0021962621223079477 0.00081022293444228829 -0.0033763149371106292 -0.0002764983633161651 9.9354496125371442e-05 -0.0031449024855639213 0.00033513278416387471 0.00109639499239743 -0.0028746665450183661 0.0012793465216525703 -0.0010903088356721813 -0.0029567965797202703 -0.00091281433501736505 0.0014478868044861036 -0.00032030690321615971 -0.0012426910184365155 0.0014784222233069004 0.00047470760750355088 0.00024558559696909242 0.00031667118458929505 0.0014212392010377667
leaf_weight=115.10729566699592 2.0670813377946642 10.719602737575768 1.2356338817626227 3.0099228853359818 1.8397723808884618 8.3171688634902221 1.6822249302640546 2.4000241053290656 4.6507878801785409 1.9387316107749928 12.184469854459172 2.1494243103079489 2.0315053886733945 69.21844301278179 1.4861450372263787 2.1340282391756755 2.7046497836709023 4.8324829563498497 7.0857662260532361 3.6238124538213015 2.1204381273128092 5.1014563906937838 6.8956690505146971 8.5990275219082815 5.158927667886017 14.544971831142904 6.4816934764385223 47.919432152062654 9.841868728399275 5.3173117041587821
leaf_count=843 11 38 26 21 46 38 7 33 71 17 47 24 24 912 25 14 11 78 28 39 35 47 25 35 25 61 25 238 39 17
internal_value=0.000134946 0.000238264 0.000460651 -0.000845524 -0.000136073 -1.61655e-05 0.000107419 3.24013e-05 -0.00137254 0.00011563 6.91703e-05 0.000111993 -7.49872e-05 2.25703e-05 -0.00148835 -0.000522477 -0.00100645 -0.00189142 -4.25469e-05 0.000477524 -0.00137263 -0.000216666 0.000617864 0.000342474 0.000540149 0.000454961 -0.000286415 0.000566139 0.00100957 0.00036301
internal_weight=372.4 221.176 106.069 6.08533 4.8497 151.223 121.554 113.236 6.33301 106.903 104.503 102.565 74.8855 72.7361 3.51765 29.6697 14.7726 6.96651 14.8971 10.7096 4.18752 7.80611 27.6792 20.7835 99.9838 89.2642 11.6406 77.6236 24.3868 53.2367
internal_count=2900 1379 536 93 67 1521 1258 1220 78 1142 1109 1092 985 961 49 263 150 92 113 67 46 58 107 82 443 405 50 355 100 255
is_linear=0
shrinkage=0.00229835


Tree=481
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 2 1 1 2 0 0 2 1 0 1 1 1 1 0 0 1 1 0 1 2 0 1 0
split_gain=0.197018 2.55798 1.34455 1.03808 2.18771 1.28331 0.804401 1.84426 1.67616 2.13509 1.52406 1.42818 1.29489 1.25066 1.66424 1.17974 1.21577 1.11644 1.36991 0.728689 1.07717 2.57404 1.08235 1.48563 2.08776 1.68781 1.03547 0.719332 0.708862 1.49972
threshold=0.45206730335000006 0.56055207925000017 0.44922307715000004 0.56915960600000015 0.43967246490000006 40.922041107600009 44.710446918150005 43.509905336500005 0.45772581660000006 0.46613873835000008 39.091773401050006 0.58736265385000019 0.61802041855000012 46.177190236600005 0.5024400467000002 0.60665848330000005 0.46128858420000007 0.47536001915000009 0.49242537650000007 0.4410796084000001 0.55754318735000019 0.56501302355000016 0.43590012275000006 0.42970270350000012 0.54475913895000005 0.42829556000000008 42.233786329550007 0.56793209785000009 0.4211999641000001 0.54749857790000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 19 -5 -6 7 8 10 27 -3 -11 15 -14 -15 16 -8 -13 -19 20 22 26 23 25 -25 28 -22 -10 -1 -30
right_child=1 6 -4 4 5 -7 12 -9 9 11 -12 17 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0007610069812106049 -0.050714866827632307 -0.00063452857309686628 0.01738202693044176 0.0042670009596500712 -0.0041372691463144691 -0.041607604053961897 0.022329351928285664 -0.039904055366484822 0.026118785146622487 -0.035064626847368899 -0.031915664550517933 -0.033594697427877587 0.019406307249252731 -0.045178652840836171 -0.0018240914555927384 0.029993187533707725 -0.0076906471746747756 0.015160892747628914 -0.031471332990663174 0.010937611838379694 -0.014186937946897163 0.0087814495577352297 0.018810270276673643 -0.00096502510348571023 -0.046167161126314769 0.022131261061751548 -0.043332210709202845 0.0063480097609521762 -0.020622034658451662 0.0069685077886993078
leaf_weight=245.44490232795943 0.95204665558412571 2.9838249917374986 4.2514585892204186 4.1668429813580579 1.314777424617205 2.2771471133455634 2.112248480319975 1.2444714081939299 3.2340642213821393 1.4481558568804755 2.7107016332447529 0.77359124385111488 1.2839205955388022 1.1622347868978979 2.6449156335438602 2.5629945513792336 2.9461762877181172 3.0142885845270944 0.70975536982587062 6.0567548244725904 3.0481753596104664 3.6703658411279321 2.971527916553895 2.4997267260332587 1.4855574530083684 3.3279979680664828 1.749735672958195 3.4883088943024632 4.1816508052870622 3.1499021984636784
leaf_count=1771 17 28 22 43 23 36 9 26 10 60 28 30 9 16 89 19 40 42 261 27 33 27 25 36 24 33 29 36 31 20
internal_value=0.000271878 -0.00192891 0.000524727 0.000273564 -0.0106211 -0.0278921 -0.000491816 -0.00432792 -0.00191686 0.00420017 -0.0155249 -0.00898203 0.00542481 -0.00636735 -0.0150592 0.0133019 0.00484482 -0.000583908 0.00627338 0.000578078 0.000346997 -0.0102539 0.000688254 0.00048121 -0.0178146 0.000765914 -0.0248158 0.0158595 0.000484623 -0.00876813
internal_weight=322.868 33.2717 289.597 285.345 7.75877 3.59192 32.3197 19.6072 18.3627 12.6682 5.69453 5.94579 12.7125 5.09107 3.80715 7.62142 5.05842 4.49764 3.72404 277.586 271.53 8.46828 263.061 260.09 3.98528 256.104 4.79791 6.72237 252.776 7.33155
internal_count=2900 720 2180 2158 102 59 703 521 495 439 56 393 182 114 105 68 49 333 303 2056 2029 89 1940 1915 60 1855 62 46 1822 51
is_linear=0
shrinkage=0.0301981


Tree=482
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 1 1 2 2 0 0 0 2 1 0 1 2 1 0 2 0 2 1 0 1 0 0 1 1
split_gain=1.28527 2.25572 2.56398 1.9865 3.06228 5.24256 1.82267 2.52171 2.22503 2.47782 1.80697 4.52881 1.47672 1.91779 1.81194 1.69154 2.85244 2.45753 1.45635 1.60949 1.42512 1.4136 1.40366 1.4024 2.19582 2.35408 1.66787 2.20823 1.34383 2.53439
threshold=0.52324780695000006 0.39971857130000005 38.238138001450004 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.39078171310000004 0.39024280710000009 40.305698932850007 42.718072821900002 0.54910032635000017 0.55240861050000023 0.54191491270000014 41.395309858300003 0.38398550940000004 0.52682554415000016 0.39584144190000009 39.091773401050006 0.42922367590000005 0.54422023290000021 40.878805547300004 0.54191491270000014 37.962710038050005 0.38906020780000011 0.51929582950000019 0.38185982460000006 0.48543456785000005 0.48368312325000012 0.37138109635000011 0.37982395740000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 12 22 -4 5 -5 7 23 -8 -10 18 -12 13 15 -15 17 -17 -2 20 -20 21 -6 -3 24 25 26 27 -1 -28 -30
right_child=1 2 3 4 10 -7 8 -9 9 -11 11 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00015087919015938222 -0.0028682880562994561 -0.0005333933470212176 0.0012482521887030246 0.001607402449885972 0.0010956432065114981 -0.0026879666329352168 -0.0031122224844079807 0.0017261648230426571 0.0017124919745307565 -0.0022776675994649544 -0.0029942120024262649 0.00012667104298276328 0.00055573445071494378 0.00029091567848301672 -0.0017409756431290356 0.001133574571368635 -0.0010896291508069741 0.00022312720631643845 -0.0017265495233253791 0.00064855030721109924 0.0013312617647023006 -0.00029157083942833527 -0.0027632156615301855 -0.00099421712893546662 0.001378164708231057 -0.0015465508347366557 0.0006608030628872932 -0.0012995522395545646 -0.00072902243187982158 0.0011606158219352666
leaf_weight=130.26477461098693 2.1813038811087671 11.709770951943936 7.4628671482205382 1.7986997636035074 5.9436134770512634 3.9546725805848837 1.5531602920964349 4.9488250538706771 1.5846671070903542 1.1824470211286096 2.0865962207317343 66.560457565123215 4.7469702628441146 2.3907177764922372 9.4895648765377683 6.310998570173977 4.1704755499958992 2.2972684800624847 2.1962899868376544 2.8555166721343994 12.883304737508295 6.9147738367319107 1.3723194492631581 4.0600308552384368 7.168377415277063 3.2903121076524249 51.466666424646974 4.733182977885007 8.9282933771610242 4.7214710488915435
leaf_count=880 33 309 29 7 18 55 24 14 9 54 21 672 40 18 97 23 39 13 39 10 45 28 25 19 32 18 222 24 68 15
internal_value=0.000126103 -1.83856e-05 0.000106803 0.000208307 0.00013453 -0.00134509 0.000227629 0.000254028 -0.00111411 7.41149e-06 0.000220137 3.18087e-05 -0.000516722 -0.000706396 -0.00133209 -0.000209512 0.000248984 -0.00128256 0.00063997 -0.000384032 0.000840931 0.00034965 -0.000767303 0.000220085 0.000243497 0.00020351 0.000232284 0.000100025 0.000506481 -7.53941e-05
internal_weight=381.228 157.326 125.739 112.657 105.194 5.75337 223.902 219.582 4.32027 2.76711 99.4406 68.6471 31.5873 26.8403 11.8803 14.96 10.4815 4.47857 30.7935 5.05181 25.7417 12.8584 13.0821 214.633 210.573 203.405 200.114 134.998 65.1164 13.6498
internal_count=2900 1521 1258 924 895 62 1379 1292 87 63 833 693 263 223 115 108 62 46 140 49 91 46 334 1278 1259 1227 1209 904 305 83
is_linear=0
shrinkage=0.00208594


Tree=483
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 1 1 1 1 1 1 0 1 1 1 0 2 2 1 1 0 2 2 2 2 1 2 2 0 2
split_gain=0.194902 1.00699 0.896688 0.739671 0.537965 1.05536 1.0007 0.742982 2.00609 1.91803 2.02676 1.31403 0.740663 2.4795 1.58518 3.8127 1.30955 0.570247 0.513336 2.29445 1.60475 1.16263 0.845738 2.64701 2.30404 2.72379 1.00798 1.14662 1.88958 1.16133
threshold=0.47886290830000006 0.47814436690000012 40.259171735100004 0.47905751325000007 0.34458549145000011 0.34503457980000002 0.34512439750000007 0.34536391125000004 0.34542378970000004 0.34545372890000009 0.34569324270000007 0.47976108500000009 0.3459626957000001 0.34632196640000007 0.35585760905000008 0.48543456785000005 41.811877919650009 43.082598263550004 0.35319301815000009 0.34587287805000005 0.4622167001000001 48.008184682100008 43.968221017800005 44.527357125550004 42.773538294100007 0.34458549145000011 42.541806567400009 41.902916368500009 0.47470135625000004 41.169697216150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 -2 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 16 -16 -15 -18 19 22 21 -20 24 -24 26 -26 27 29 -29 -1
right_child=3 2 -4 4 5 6 7 8 9 10 11 12 13 14 15 -17 17 -19 20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0030934542098717695 0.017341239251353974 -0.0023779226299063538 -0.027402960255848874 -0.0150937226568757 0.011798461601610943 -0.021634643015335416 0.0095968980387318679 -0.041020018530584339 0.037075989327788848 -0.017307316545369652 0.023042312532613868 0.0089346652339432064 -0.024978166831950286 0.024113169789915387 -0.048148757385173428 5.1507570762432786e-05 -0.0022613074723997198 0.012816330511232474 -0.037306049309627685 -0.030874997590400775 0.020330191318104641 0.01816656665772343 0.033268931742742827 -0.00043913857419217769 0.0049041885392102445 -0.045456747554492596 0.018289564754012538 0.010797295539154678 -0.029768162725701257 0.01109279673356332
leaf_weight=17.616549030746686 2.8486278234049669 3.3598564565181723 2.8417971273884177 2.3453954784199587 8.8593275770544988 2.2211377844214431 9.2335429675877077 1.2681051939725865 1.5178714618086804 6.9761966280639163 2.7814271077513686 10.308302178978918 4.2101284153759471 5.0636378154158619 1.7818447872996319 182.41534024943758 6.502037934958933 4.6091648116707802 1.114506457292008 2.6278636096394612 4.1474667468573898 0.63928274810314167 3.2706771231023586 10.699806270888073 2.0474454971263176 2.6486595741007477 3.2679471531882873 1.9589578427840013 3.3396855816245079 9.5786869474686664
leaf_count=173 12 14 36 15 33 11 40 9 5 39 9 37 20 31 19 1877 27 20 51 29 26 2 24 85 60 49 20 39 31 57
internal_value=0.000304501 -0.0012381 -0.0138452 0.000726278 0.00053703 0.000685004 0.000272855 0.000478458 0.00010826 0.000338865 9.06449e-05 0.000648235 0.000358378 -7.37567e-05 0.000449524 -0.000414761 0.0102919 0.00399322 3.76458e-06 -0.000948494 0.00921067 -0.0170854 0.000496391 0.00745237 -0.00190557 -0.0235 0.000930123 -0.000815736 -0.0147707 0.00190322
internal_weight=322.101 69.1592 6.20165 252.942 250.093 247.748 238.889 236.668 227.434 226.166 224.648 217.672 214.89 204.582 200.372 184.197 16.1748 11.1112 62.9575 57.0563 5.90126 1.75379 54.4284 13.9705 40.4579 4.69611 35.7618 32.4939 5.29864 27.1952
internal_count=2900 696 50 2204 2192 2177 2144 2133 2093 2084 2079 2040 2031 1994 1974 1896 78 47 646 567 79 53 538 109 429 109 320 300 70 230
is_linear=0
shrinkage=0.0327912


Tree=484
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 2 1 2 1 2 0 1 1 2 0 0 0 2 2 0 0 1 1 2 2 1 2 1 1 0
split_gain=1.60909 1.25013 2.8646 1.37168 2.31685 1.94211 2.54148 1.78494 2.54101 1.44946 1.32692 2.0723 1.46333 3.25145 3.0638 4.9384 1.54904 1.67501 2.09162 1.23377 1.2023 1.20816 1.07545 0.971843 3.51109 2.63224 1.47334 2.21906 1.97959 1.8525
threshold=0.30560462260000004 0.39167988980000007 0.39388042275000007 0.48543456785000005 0.48368312325000012 43.45354240915001 0.34587287805000005 47.833738492450003 0.35675578575000005 43.968221017800005 0.49320379630000005 0.35877668335000007 0.36730936200000003 36.921550069850007 0.50579323975000012 0.51401155655000019 0.52366695610000014 38.771633980050005 36.82350895510001 0.52366695610000014 0.48181192180000004 0.3453339720000001 0.39971857130000005 42.178283198950005 42.686561923500008 0.34545372890000009 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47905751325000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 20 6 -5 8 -7 -10 -8 -12 13 -13 -14 -16 17 18 -17 22 23 -22 -4 26 25 -25 28 -28 -2 -30
right_child=1 2 19 5 -6 7 10 -9 9 -11 11 12 14 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0020672772262402025 0.00022741682626185216 -0.0021830803681162727 0.00014320211659936047 0.0015451710810855299 -0.001242989194320202 0.00055437677372962787 -0.00032366495677182803 0.00059324847621488122 -0.00039160310365496181 -0.002535804380505549 0.0012406890047814909 0.00039536985489194273 0.0013793495351025599 -0.001707793452500052 -0.0016387810474363586 0.00093892675352315064 -0.00037284010850272123 0.0011187921111972298 -0.00085040620358592292 4.6786949119899213e-05 0.0013853211837368002 0.0002099782237140469 -0.0020988752096636632 -0.00046763339769830139 0.00010710911369007666 -0.0026949487026645732 0.00014277127194178694 0.001608175896326499 3.0231780470206564e-06 -0.0018172636211969617
leaf_weight=1.2399361603893329 42.496761663875077 2.2170717823319128 1.3674160791561001 7.6606134474277487 4.6799814198166123 2.8615623190999013 8.6801250055432302 4.8947466723620892 1.878301218152046 3.0679002664983273 10.962586104869841 8.9456375613808614 10.928949587047098 3.9009035676717749 4.6177821308374396 5.0854632109403664 6.0923357103019944 14.735650181770323 4.5957933738827705 137.53696357269655 5.3596816956996909 8.1407010629773122 1.8741139939520506 5.5580162182450277 38.156716406811029 3.0294809527695179 9.543122682720421 6.3660701029002658 4.7173499980708566 3.6760101914405823
leaf_count=91 252 56 12 25 24 12 41 24 9 49 47 33 42 23 38 20 36 45 21 1396 17 30 63 44 267 35 52 23 52 21
internal_value=0.000118976 0.000126232 -1.49853e-05 0.000213788 8.53248e-05 0.000384873 0.000488275 -0.000316863 -0.000887419 -0.00172155 0.000385194 0.000473264 0.000330435 -0.000243264 0.000490459 0.000213901 0.000494317 0.000710684 8.95118e-05 1.91593e-05 0.000134257 0.000676592 -0.00115307 6.97726e-05 -0.00014283 -0.00125338 0.000218546 0.000729154 5.89203e-05 -0.000794201
internal_weight=374.868 373.628 142.996 230.632 131.724 98.9084 86.2058 12.7025 7.80776 4.9462 78.5452 69.8651 58.9025 12.8465 46.056 35.127 30.5092 24.4169 9.68126 140.778 127.044 13.5004 3.24153 113.544 46.7442 8.5875 66.7993 15.9092 50.8901 8.39336
internal_count=2900 2809 1527 1282 817 465 371 94 70 58 346 305 258 56 202 160 122 86 41 1471 793 47 75 746 346 79 400 75 325 73
is_linear=0
shrinkage=0.00192234


Tree=485
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 0 0 2 1 1 0 2 1 0 0 2 0 2 1 1 0 2 1 1 2 1 0 1
split_gain=0.201224 1.1656 0.823982 0.973192 0.806882 4.18272 2.26854 1.6254 1.78334 1.526 2.84692 0.784475 0.495789 2.6069 2.34841 2.27899 2.07227 3.29799 1.66651 1.57173 2.33232 1.29341 1.4454 1.22218 0.992922 0.976597 1.13642 2.98346 1.48866 1.13694
threshold=42.564639561200003 42.541806567400009 43.19689381845 43.245737185650007 0.34632196640000007 0.49588335680000006 0.34581299960000006 0.52511900840000014 0.54279811980000015 42.988308018450006 0.34515433670000012 0.44922307715000004 0.48543456785000005 42.178283198950005 0.36000419150000007 0.47760546090000006 0.48218616210000004 41.093509583400007 0.48181192180000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47868327295000007 41.840895355800008 0.35319301815000009 0.34530403280000005 40.580626202750004 0.34479506600000004 0.47943175355000006 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -4 6 -6 9 -7 -9 10 -2 -10 13 16 -14 -15 18 -18 19 21 23 25 24 -21 -23 26 28 -28 29 -1
right_child=2 -3 3 -5 5 7 -8 8 11 -11 -12 -13 14 15 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0037325545802644198 -7.7358455725770313e-05 0.022172846142681023 0.024482453367642824 0.0002604409996528539 -0.056359248812618272 0.011029728184623855 0.02027381165281791 -0.047457041482059349 -0.016528535116169356 0.0073231499838544867 -0.04823167218691457 0.009977391088590604 0.014049768307897127 -0.0058187963122334312 0.00027934347251084391 -0.047422029209418889 0.0023749997565691325 -0.040720462156258755 0.023729786773464687 0.0093315560542813411 0.026969593597446339 -0.023596716649712676 -0.027194408294339209 -0.016499737311636304 0.015720473469026736 0.013360418865234248 0.0062682770446504362 -0.032262319842217696 0.023441781719682742 -0.014471767145657843
leaf_weight=13.492094554181685 3.2079367616679537 2.7876616218127301 1.8681902308017004 73.40179744514171 1.9652112329495128 4.6511142477393133 4.1077435845509163 1.4208074640482662 2.9252431336790323 3.6338406421709806 2.3262925308663398 2.1116502697987016 15.245779473334549 3.61192984052468 126.1698777454767 2.4118032790720463 4.6781383147463185 3.3448503538966179 3.7482802309095851 5.3205345803871733 5.6721065230667582 1.0692317442153574 4.3206293396651745 3.2348523675464094 2.073634648200823 5.4257018445787244 4.679782862775026 4.177397049497813 3.1003495752811423 5.2281506028375579
leaf_count=130 27 11 11 803 24 24 18 23 25 40 32 40 78 42 1184 30 23 19 12 32 23 13 26 40 40 26 29 29 11 35
internal_value=0.000315473 0.000879312 -0.000904051 0.000861628 -0.00594782 -0.0117918 -0.000192708 -0.00390753 -0.014666 -0.00936271 -0.0203188 -0.00541628 0.000605774 -0.00156091 0.00176391 -0.022476 0.000250142 -0.0155919 0.00231538 0.000926537 0.0104902 -0.00219663 -0.0147557 -0.000435439 0.00234441 0.000399641 -0.00189262 -0.0119043 0.00217121 -0.00135151
internal_weight=321.413 219.793 101.62 75.27 26.3498 13.074 13.2758 11.1088 6.4577 9.16807 5.53423 5.03689 217.005 75.5895 141.416 6.02373 69.5657 8.02299 61.5427 57.7945 14.2275 43.567 7.4635 8.55539 3.14287 36.1035 30.6778 8.85718 21.8206 18.7202
internal_count=2900 1833 1067 814 253 136 117 112 88 99 59 65 1822 560 1262 72 488 42 446 434 95 339 79 72 53 260 234 58 176 165
is_linear=0
shrinkage=0.0331409


Tree=486
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 0 2 1 1 0 1 1 1 1 1 0 1 1 1 1 0 2 1 1 0 1 1 0 0
split_gain=0.222293 0.556975 0.532595 1.08939 0.521174 1.19918 0.497366 1.83188 2.53772 1.99311 0.709326 0.506246 0.781335 0.721842 1.17211 0.977172 1.0913 0.869136 0.569219 2.18626 1.29984 3.14057 0.994966 0.492895 1.02127 0.862095 0.449279 1.00339 1.27511 0.779676
threshold=0.47727612945000003 0.34524415440000006 0.34500464060000008 0.47648274005000008 0.47778509625000004 41.902916368500009 0.47886290830000006 39.646013290900008 0.34488488370000009 0.34560342505000002 0.47905751325000007 0.34458549145000011 0.34503457980000002 0.34521421515000011 0.34536391125000004 0.34569324270000007 0.47976108500000009 0.34554354660000003 0.3459626957000001 0.34632196640000007 0.35585760905000008 0.48543456785000005 42.564639561200003 0.35675578575000005 0.35814795965000007 0.47706655490000011 0.35877668335000007 0.36106703390000006 0.49678153350000009 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -6 -9 -10 -8 -12 -13 -14 -15 17 -17 -16 -18 -20 22 -22 -21 25 -25 -3 -23 -28 -29 -30
right_child=4 23 -4 -5 6 -7 10 8 9 -11 11 12 13 14 15 16 18 -19 19 20 21 26 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00022491916047927526 0.018770177670984645 -0.039066086309281489 0.011725155041122886 -0.023389657199312387 0.017140592458381308 -0.0048965523772424371 0.018386207185002518 0.0072790495462575619 -0.05399964382051891 -0.0071574180744747879 -0.015852382942409607 0.011166974047043485 -0.014152651179472045 0.014815881960129819 -0.0011530336966148289 0.023125244064154577 0.0085467404422075229 -0.022523709694209703 -0.025255619666443699 0.017850452953816067 -0.049490581308637427 0.014561121856129412 -0.00027687823731582496 0.027361385385582977 -0.012625511166533149 -0.0067157677043312592 -0.028026408208194974 -0.029254529601731593 0.0072023226936608247 -0.00042347978690749998
leaf_weight=31.501946160278749 6.0470974147319776 1.5947016508871437 4.2109179361723355 2.6497207533102474 2.8890250548720351 4.8086572214961052 2.8051010509952894 3.4373159036040288 2.5242781694978476 2.067118976265192 2.3465019650757304 8.539715748280285 4.2594995722174636 6.9809485562145701 5.1945638842880708 2.6554540023207656 10.005938865244387 4.3958120048046112 4.2308804653584948 9.0414510928094369 1.6155427582561959 2.6287841014564028 6.5201533064246169 1.1289220174658114 2.73525322729256 2.913651779294014 1.6031528376042832 1.8345842626877118 18.769014261895791 157.83611751056014
leaf_count=376 20 71 28 24 11 21 12 15 30 19 15 33 23 28 28 9 37 25 20 47 19 15 31 10 55 16 10 26 108 1718
internal_value=0.000306397 -0.00194775 -0.000143812 -0.00160726 0.000692234 0.00828678 0.000377777 -0.00701293 -0.0157043 -0.0329105 0.000698914 0.000499224 0.000655125 0.000277268 0.00054071 0.000100407 0.000589297 -0.0109484 0.000309768 -9.40874e-05 0.000438592 -0.00039035 0.0102553 -0.0102133 -0.000943306 -0.0181588 4.38909e-05 -0.000168073 8.22137e-05 0.000386965
internal_weight=319.772 46.7351 38.3626 34.1517 273.037 10.8558 262.181 10.9177 8.02871 4.5914 251.263 248.458 246.112 237.572 233.312 226.331 216.741 9.59038 214.086 204.08 199.849 184.287 15.5616 8.37253 3.86418 4.50835 182.672 180.043 178.44 176.605
internal_count=2900 580 428 400 2320 41 2279 75 64 49 2204 2192 2177 2144 2121 2093 2040 53 2031 1994 1974 1896 78 152 65 87 1877 1862 1852 1826
is_linear=0
shrinkage=0.0353713


Tree=487
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 1 0 2 1 1 0 2 0 1 1 1 1 1 1 0 1 0 2 1 1 0 0 2 0
split_gain=0.190376 1.05043 0.198323 2.49103 0.486471 0.890735 1.94959 2.28562 3.51039 0.640123 0.613011 0.875599 2.25361 2.66611 0.914491 1.24421 1.96983 1.39919 0.542518 1.52982 1.18374 0.544654 2.4214 1.89047 1.58681 1.15305 0.576756 1.0288 1.45666 1.95714
threshold=0.30949672165000003 0.37331217625000007 0.45393850480000009 0.45664800455000004 0.44922307715000004 0.56915960600000015 0.43887907550000005 0.57507260265000015 40.982542372850013 0.45206730335000006 0.4410796084000001 0.55754318735000019 42.564639561200003 0.56501302355000016 0.43590012275000006 0.42970270350000012 0.43166372265000008 0.42829556000000008 0.4211999641000001 0.41985269900000005 0.54749857790000023 0.40621538280000008 0.53905571685000009 41.169697216150006 0.40259273675000007 0.41640968835000008 0.54191491270000014 0.52366695610000014 41.395309858300003 0.52682554415000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 10 -7 -8 -9 -6 11 14 13 -13 15 17 -17 18 19 21 -20 24 25 -24 26 -23 27 -2 29 -29
right_child=2 -3 3 -5 9 6 7 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.018544925261975799 0.0011427047609908556 -0.040621521428792773 -0.048046822948641023 0.00014038672262182861 0.020212692938479673 0.010221504617520255 -0.060292634199785963 0.037386003782633043 -0.050756194320858969 5.1134432224322944e-05 0.01267704872478994 -0.023448731246538863 -0.048660098866540352 0.025068199929050961 0.021889563144826818 -0.057592154805607171 -0.0011349759817243345 0.025483728811914078 -0.022476162773530258 0.017687055655041695 0.0080893813394296906 -0.0077090033117814842 -0.00957961951354659 -0.052604458719800434 0.027585464763889376 0.025431411007224135 0.015025303081555818 -0.029361530574326763 -0.017517846524211896 0.0075639200743668313
leaf_weight=0.82294996455311664 187.78383985563414 0.89340410369914025 1.6269648700254062 26.096638328483095 4.1442687185481173 3.1857709873002014 1.8708188761956988 1.3272725772694687 1.2549066958017645 4.9133918732404709 6.0022650219034395 3.5223740097135288 1.8274046070873735 2.9889981057494879 2.9177174305077633 1.3438200855161988 2.568551764707081 3.2741130772046736 4.2465017144568256 7.5350187234580508 3.1509181265719235 2.7360825858777371 4.9966876870021224 2.0585255473852158 3.120775530114769 3.3141330638900399 3.8074160127434871 2.4936806419864324 10.744005742948501 11.494305580854414
leaf_count=11 1218 104 34 663 22 35 23 19 25 23 27 37 34 18 25 27 33 33 31 29 20 36 45 27 19 17 29 41 117 78
internal_value=0.000296844 -0.0122527 0.000364932 -0.00268749 0.000658131 0.000378923 -0.0123457 -0.0284908 -0.00545 0.00927591 0.000736374 0.000466858 -0.011583 -0.00117739 0.000856946 0.000615976 -0.0205269 0.000945853 0.000621225 0.000931747 -0.00945682 0.000388845 -0.0070935 -0.0221331 0.000835698 0.0104444 0.000449794 0.000188661 -0.00705516 0.000981108
internal_weight=318.064 1.71635 316.347 27.7236 288.624 279.566 7.63877 4.453 2.58218 9.05766 271.927 265.925 8.33878 6.51137 257.586 254.668 3.91237 250.756 247.482 240.084 7.39742 232.549 13.1054 7.05521 219.444 6.05022 216.323 212.516 24.732 13.988
internal_count=2900 115 2785 697 2088 2043 102 67 44 45 1941 1914 89 55 1825 1800 60 1740 1707 1656 51 1627 125 72 1502 53 1483 1454 236 119
is_linear=0
shrinkage=0.0377832


Tree=488
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 2 1 0 1 1 1 2 1 1 0 1 1 1 1 0 1 1 2 1 1 1 1 0 0
split_gain=0.188476 0.47537 0.989081 0.906193 0.44392 0.710713 1.89396 1.66108 0.582706 0.437522 0.425813 0.41607 1.21966 1.17952 0.805561 0.897372 0.697745 0.454594 1.76185 1.10899 0.728777 1.22654 1.08484 1.32164 0.839236 0.445222 6.23092 1.97366 1.90111 3.70019
threshold=0.47727612945000003 0.34512439750000007 0.34500464060000008 0.47648274005000008 0.47796473160000008 0.47886290830000006 39.56957118270001 0.34488488370000009 0.47905751325000007 0.34446573455000007 0.34536391125000004 0.34536391125000004 41.495754733000005 0.34512439750000007 0.34569324270000007 0.47976108500000009 0.34554354660000003 0.3459626957000001 0.34632196640000007 0.3465914194000001 0.49320379630000005 0.35585760905000008 0.35877668335000007 42.686561923500008 0.36254902550000007 0.36597706655000006 0.36730936200000003 0.37138109635000011 0.51243974730000008 0.5025747732000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 -8 -7 -10 -9 12 13 -11 16 -16 -13 -17 -19 -20 21 -21 23 -22 -24 -26 -27 -28 29 -29
right_child=4 -3 -4 -5 5 8 7 10 9 11 -12 14 -14 -15 15 17 -18 18 19 20 22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=0.00016588691577289083 0.0072290308720810992 -0.0090232073446316393 0.022963647561376133 -0.022424978339511945 0.017695505071313407 0.017505147024540306 -0.0015152257455957865 -0.055143627924893253 -0.024941541126867504 0.0031476291428224217 -0.027356303419389376 -0.0011905785378748663 -0.004980031011738259 0.026252291854242275 0.022049223639069231 0.007994712970099755 -0.021078482488832196 -0.023416701265312593 0.026713350589806284 0.00064163443584129944 0.02531054119084352 -0.02703366936561678 -0.023110153913137203 -0.0023968165708049263 0.0084907798176166328 -0.069470761797230482 0.019944381802535764 0.015829513759048931 0.00065331437101342647 -0.037090878763312345
leaf_weight=31.397371581057087 13.128729794174431 9.9775929865281778 2.381395013537257 2.6027651734184465 2.3279178887605649 2.7438321164809159 2.8647951632738113 1.437792217358947 0.91472703590989013 7.0054766833782214 1.5525292158126829 5.1949453912675363 8.7512076720595342 5.2190683409571648 2.5970921069383612 9.8821577876806241 4.4191494844853878 4.2886421531438819 2.1476572081446639 5.6365142911672574 5.1615176238119584 3.522214793600142 2.1051873732358208 4.2483847588300705 8.4628403782844526 1.7373212054371823 6.8234294401481739 2.7957344967871895 149.75748382216261 4.9636963915545493
leaf_count=376 53 168 12 24 9 12 14 18 9 30 22 28 39 21 9 37 25 20 9 27 32 39 13 22 35 22 42 27 1638 68
internal_value=0.000257945 -0.00190907 4.19712e-05 -0.00156348 0.00063045 0.000292789 -0.0103756 -0.0215363 0.000644267 0.000455924 -0.0407169 0.000550856 0.00550549 0.0130118 8.63645e-05 0.000554138 -0.0103321 0.000290232 -8.73362e-05 0.000419607 0.000130335 -0.0100016 0.000629087 0.0128012 -1.93215e-05 0.000259184 -0.000160274 0.00057244 -0.000266727 -0.0180236
internal_weight=316.049 46.3591 36.3815 34.0001 269.69 256.561 8.18303 5.85512 248.378 245.634 2.99032 244.72 20.9758 12.2245 223.744 214.13 9.61409 211.533 201.651 197.362 195.214 9.15873 186.056 9.4099 176.646 174.541 166.078 164.34 157.517 7.75943
internal_count=2900 580 412 400 2320 2267 63 54 2204 2192 40 2183 90 51 2093 2040 53 2031 1994 1974 1965 66 1899 54 1845 1832 1797 1775 1733 95
is_linear=0
shrinkage=0.0367914


Tree=489
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 0 2 1 2 0 1 1 0 1 2 0 0 0 1 2 1 1 2 0 2 1 0 1 0 0
split_gain=0.179167 0.420337 0.63171 0.366598 0.464134 0.182346 0.687717 0.655237 0.57991 0.352055 0.671655 2.14542 0.404268 0.798386 1.37173 0.485018 0.239854 0.426405 0.755185 0.995586 0.441087 0.900314 0.543443 0.221815 2.03566 1.22256 0.863002 0.525423 0.228513 0.337745
threshold=0.50064369330000014 50.666627092000006 48.315732392000008 0.63075955810000017 45.027406014450008 0.42314601355000009 41.24714903835001 0.31063441215000004 41.558544840500012 0.43447800965000011 0.33263974130000007 0.32272985840000007 0.46768060835000008 0.34446573455000007 42.131954243650007 0.47305469895000007 0.47512050540000011 0.47670728420000003 0.3447651268000001 43.162556114600001 0.3447651268000001 0.34491482290000003 40.712530798250008 0.47778509625000004 42.773538294100007 0.34536391125000004 0.47851860725000006 0.34554354660000003 0.47905751325000007 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 -1 -8 -7 11 -11 13 -12 -15 -14 -17 18 -18 -20 22 -22 -19 24 25 -23 27 -25 -28 -30
right_child=1 -3 -4 -5 -6 9 8 -9 -10 10 12 -13 15 14 -16 16 17 20 19 -21 21 23 -24 26 -26 -27 28 -29 29 -31
leaf_value=0.015774105305041437 -0.041975520158513198 -0.044623042828832386 0.010000146798093579 -0.047511669267576814 0.044950121249942715 0.014372412012963432 0.034447389667134641 -0.047931906670915021 -0.0038432353947238144 0.0067930055534065649 0.031166551881562882 -0.052843250183524391 -0.015523566598061776 -0.045413623792159158 0.015832236555220161 0.0089583138443184197 0.0027414246834372492 -0.018365079729614094 -0.05144898556254749 0.0027661283881285584 0.015201743590662471 0.0021345113279167749 0.0019015295948081276 -0.031702878662228512 -0.020172815259046066 0.029918123440814667 0.010010576292764407 -0.0035308530794191362 -0.0031841679642807281 0.0011307858383323302
leaf_weight=0.37260351236909528 0.20967349210695807 0.48701675538904954 2.0923242105636746 0.68002039579005213 0.2110859751701355 3.1277763788821167 0.73610808700323005 1.0716787391284013 8.4817793803522346 2.7479821965098372 2.1831986103206864 1.6553015410900114 3.2190179992467156 0.87425199350400395 2.2074454850517213 5.8012182691600165 2.9910654863342634 4.5586963742971403 1.3708281456492843 1.0055057210847733 7.4211991466581813 6.0317481420934183 4.5046564666554332 2.2652214998379341 3.9037917531095436 4.9280360639095306 4.357055975124239 2.2695515071973205 36.932193814776838 195.50864115760487
leaf_count=7 88 34 43 194 1 24 5 75 155 18 16 39 19 43 25 37 14 24 36 12 32 27 23 23 34 16 25 17 179 1615
internal_value=0.000264858 -0.0088123 -0.0033504 -0.0287267 0.0016332 0.000372433 -0.00494558 -0.0314967 -0.000785481 0.000561524 0.000415949 -0.0156257 0.000657577 0.0120209 -0.00154271 0.000449172 0.000630313 0.000456556 -0.0110941 -0.0285088 0.000683918 0.000992523 -0.00829219 0.000580927 0.00548737 0.0146273 0.000278741 -0.0176034 0.000621191 0.000445189
internal_weight=314.207 3.68012 3.1931 1.10078 0.420759 310.527 10.6622 1.44428 9.21789 299.864 296.737 4.40328 292.333 5.2649 3.0817 287.068 283.849 278.048 5.3674 2.37633 272.681 263.617 9.06335 256.196 14.8636 10.9598 241.333 4.53477 236.798 232.441
internal_count=2900 360 326 283 89 2540 242 82 160 2298 2274 57 2217 84 68 2133 2114 2077 62 48 2015 1968 47 1936 77 43 1859 40 1819 1794
is_linear=0
shrinkage=0.0413819


Tree=490
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 2 1 1 0 0 0 0 2 2 0 0 0 2 0 0 0 1 1 1 1 2 0 0 1 1
split_gain=0.962397 1.64174 1.61335 2.21837 2.07455 2.64501 1.49654 2.6907 4.02992 1.93429 1.85113 1.39222 1.37004 1.79556 1.73445 1.56356 3.11538 1.32269 2.14924 2.51087 1.84656 2.45919 1.92573 1.32236 1.61836 1.31339 2.97819 2.74575 3.27514 2.28952
threshold=0.52324780695000006 0.39971857130000005 0.39078171310000004 0.39024280710000009 40.305698932850007 42.718072821900002 0.40621538280000008 0.41640968835000008 0.52772372085000019 0.53321756835000012 0.53839705400000015 0.54511840960000013 38.592454371550012 39.134693790050008 0.45612406815000006 0.50109278165000015 0.51929582950000019 41.395309858300003 0.53321756835000012 0.52511900840000014 0.52682554415000016 0.39584144190000009 0.39051226010000012 0.4355408521000001 0.43672345135000007 39.420767558750008 0.51589772760000019 0.50300889195000009 0.37138109635000011 0.37852160115000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 3 12 -4 -6 -3 8 -8 -9 -11 -12 14 -14 -1 -16 -17 20 19 -19 22 -22 -2 -13 -25 -15 27 -27 -29 -30
right_child=1 6 4 -5 5 -7 7 9 -10 10 11 23 13 25 15 16 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.00063416214559978523 0.00024086447211843509 0.00088317006048081574 -0.0030073960419487594 0.0015779508522566117 0.0016969868915268083 -0.0022161255590592648 0.0012817115432802583 0.0018968114161692692 -0.0024905389668123902 -0.0018789040869066462 0.00057993015551868071 -0.00056674285756825498 -0.00093034044079665589 0.0011924938992593961 0.0010362231661210316 -0.00056728593178253215 0.001466323562173455 0.00012385572996343838 -0.00015796179362738381 -0.0025013884955455653 0.0011144419608672294 -0.000928056142962345 -0.0025369041540897609 0.0011976150265746483 1.0510330026252284e-05 7.2081690150048021e-05 -0.0014910265284042894 0.0017553645926167841 -0.0011383360065988527 0.0010506738812020187
leaf_weight=4.5478748027817337 1.9825646858662391 8.8477927111089212 1.424963641213252 4.7304940894246092 1.5741459093987944 1.2499903854914007 1.6346787177026261 2.3510188949294379 3.7923267646692693 1.9594866987317789 19.165039423853159 14.71446499833837 6.4469698313623658 4.7359762266278258 20.413741242839023 8.5996561720967275 4.6986765414476386 2.1310978792607775 8.077834368683396 4.7334142364561558 7.063521917909382 3.5841262582689524 2.0450684260576963 4.9934912081807843 64.010354033263866 136.08503184304573 4.5011984501034012 9.0249047353863734 3.7962474171072236 3.9144593849778175
leaf_count=101 11 44 24 14 9 54 7 33 65 17 77 137 36 17 91 40 16 14 58 78 28 39 35 19 859 847 38 41 37 14
internal_value=0.000107392 -1.55337e-05 0.000193477 0.000218094 -0.00103181 -3.4995e-05 8.78434e-05 2.53605e-05 -0.00135429 9.52095e-05 5.48099e-05 9.16389e-05 0.000186983 0.000109083 0.000530069 0.000687128 0.000151246 -0.000439507 -0.000860116 -0.00168638 -1.12433e-05 0.000426913 -0.00116957 -2.01422e-05 9.64156e-05 0.000150433 0.000119063 0.000166487 0.000934141 -2.70513e-05
internal_weight=366.831 151.086 215.744 211.495 4.2491 2.82414 121.469 112.621 5.42701 107.194 104.843 102.883 206.765 168.505 38.2599 33.7121 13.2983 29.6176 14.9423 6.86451 14.6753 10.6476 4.02763 83.7183 69.0038 162.058 157.322 152.821 16.7356 7.71071
internal_count=2900 1521 1379 1292 87 63 1258 1214 72 1142 1109 1092 1278 1030 248 147 56 263 150 92 113 67 46 1015 878 994 977 939 92 51
is_linear=0
shrinkage=0.00200836


Tree=491
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 2 2 1 1 1 1 1 0 1 1 0 1 0 1 0 0 2 0 2 1 2 0 1 1 1
split_gain=0.170741 0.989947 0.646229 0.216505 0.83524 1.03024 1.20935 0.719035 1.29164 1.41802 0.552148 0.561729 0.950821 1.8107 0.456667 0.567987 1.61439 2.26457 0.510529 0.460575 0.421123 1.33185 1.4547 1.37301 1.3833 1.30901 0.9658 1.99666 3.50586 1.31511
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.60665848330000005 0.47106374065000006 44.710446918150005 40.79983011445001 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.46419268885000003 0.45393850480000009 0.58258734765000009 0.46128858420000007 0.44922307715000004 0.56915960600000015 0.43887907550000005 0.57507260265000015 0.44705248345000009 0.56915960600000015 0.55041765215000005 40.259171735100004 0.55892039160000018 41.43512228960001 0.43590012275000006 49.39887334565001 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.4211999641000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 6 -6 10 -9 -10 11 14 13 -13 15 18 -17 -18 20 -16 26 22 -22 -23 25 -25 -1 28 -28 -29
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12 12 -14 -15 19 16 17 -19 -20 -21 21 23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.00017070084747108739 -0.045643742813702051 0.008274526419976707 -0.041090640808941238 -0.019098460947176429 0.01444053452660931 0.027433124123465217 -0.045135772154838945 -0.046527379601330472 0.0063325835137517062 -0.041422266117849577 0.017618188250612028 -0.046060593328874487 0.0042191133424510042 0.0085490805012562541 0.00041227963602440972 0.01052777611488021 -0.059174920017491021 -0.0010762396478492097 0.016284950606436196 0.018009986886609188 -0.049254185271095569 0.021216560511001972 -0.0029768706770597043 -0.045557352232886782 0.0038978522001089128 0.0040668427925446022 0.02016090561665191 0.029804793898220043 -0.050013507354991729 0.0057108845344177438
leaf_weight=232.28391550414381 0.8138492691286946 2.9537180765255475 0.45495705775829254 1.4393355333595526 1.4440374937403251 3.3295982582494617 0.7802310041442978 1.3137343353737367 4.2922640081378631 1.1781111490417968 2.7746177911758414 2.2133439091267055 3.4790113131748512 1.5242657405324282 4.4126919806003553 3.10695864225272 1.7684071282856164 2.287577697483357 3.0555857568979254 4.4315064558759332 1.905003360123376 3.5040036067366591 2.1489786943420768 2.0993258310481893 6.1156180202960968 1.2672980499919502 2.1991082318127182 6.1915094181895238 2.0403965632431209 7.3848523832857609
leaf_count=1764 33 120 129 25 58 29 44 55 40 82 11 45 30 9 19 33 23 37 14 22 52 12 32 39 26 21 12 21 33 30
internal_value=0.000264488 -0.00743654 0.00168574 0.000369394 0.00707666 0.0138602 -0.0064577 0.00021458 -0.0121967 -0.003952 0.000498851 0.000336968 -0.0102872 -0.0237898 0.000604856 0.000329828 -0.0103865 -0.0264072 0.000613921 0.00922985 0.000434673 -0.0054302 -0.024723 0.000592539 -0.00702872 -0.0268773 0.000834269 0.00948589 -0.0136128 0.0166989
internal_weight=314.194 4.22252 3.40868 309.971 6.9932 5.55387 2.22427 302.978 6.78411 5.47038 296.194 293.419 7.21662 3.73761 286.203 277.359 7.16294 4.05598 270.196 8.8442 267.14 17.0402 4.05398 12.9862 9.48224 3.36662 250.1 17.8159 4.2395 13.5764
internal_count=2900 282 249 2618 156 131 102 2462 177 122 2285 2274 84 54 2190 2149 93 60 2056 41 2042 182 84 98 86 60 1860 96 45 51
is_linear=0
shrinkage=0.0385571


Tree=492
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 0 0 0 2 2 2 0 2 2 2 0 2 0 0 1 2 2 1 0 1 1 1 1 2
split_gain=1.26842 1.8947 2.25508 2.73963 2.85113 2.42594 2.26533 1.83543 1.58834 1.70857 1.46198 1.41081 1.69388 1.34575 1.47057 1.31553 1.31228 0.951867 1.26433 0.844949 0.834532 2.18646 2.04669 1.28941 1.56462 1.20817 1.30427 1.16959 1.16527 1.0436
threshold=0.39167988980000007 0.53592706805000012 43.633733172900008 0.39584144190000009 0.39458399450000009 44.215931556700006 0.53136133645000017 0.52898116820000018 0.54475913895000005 43.19689381845 40.337496327150006 40.380906245900007 0.54191491270000014 40.621691032550004 40.337496327150006 36.735256530150004 0.52937037810000021 33.151194885250007 0.56793209785000009 0.56915960600000015 0.43590012275000006 42.072181850200003 50.065525775750011 0.45206730335000006 0.56055207925000017 0.44922307715000004 0.43887907550000005 0.43033142720000012 0.44489685935000006 44.710446918150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 16 -4 -7 10 9 11 -5 12 -3 14 -1 17 -2 18 -10 -20 21 27 -23 24 -22 26 -26 -17 -28 -25
right_child=1 8 5 7 -6 6 -8 -9 15 -11 -12 -13 -14 -15 -16 20 -18 -19 19 -21 23 22 -24 29 25 -27 28 -29 -30 -31
leaf_value=0.00035779000593083241 -0.0026757442010093722 0.00090731022983286719 0.001610856157463147 -3.907925021594195e-05 0.001286989008514165 -0.0024645965305481643 0.00052991076399638447 -0.002850920649583305 -0.00297442168741516 -0.00075828868466864814 -0.0027883326372616169 0.0013107286234226893 -0.00074795360538602526 9.4277340789912083e-05 0.0013623055317503417 0.00030179670053754562 0.00025049017722833739 -0.0024843334074671096 0.0029258136641710413 -0.0022489036723615887 0.0011588118247555822 -0.0026460564393813672 0.00057819891362377856 -0.00043443822007944001 0.00048518811726861236 0.0011690902181826506 -0.0020275174165926241 -0.0012089866058061602 -0.00010010767311203217 0.00031019290647795307
leaf_weight=80.953137189382687 1.9693969385698467 7.5678212996572309 3.9008364109322411 3.1277768497820926 3.7021724134683609 2.0953414208488539 2.989290826022625 4.6302252057939768 0.45003758138045602 4.2262458279728881 1.3503847992978988 11.808350682258604 5.0105412732809782 131.92000540718436 7.7903802758082739 12.437879206612708 1.2042571678757665 1.843718011950841 0.6151589173823595 0.20518694445490837 10.387280642986299 3.346948677673935 1.3461197363212702 23.324690572277177 5.4776100106537324 3.5774385938420883 2.8594725299626589 3.1268576867878428 3.2886606515385211 15.131612478522582
leaf_count=460 45 31 23 38 13 85 16 56 16 28 26 41 26 875 38 75 10 102 2 90 35 56 19 382 24 15 24 30 33 186
internal_value=0.000131181 -3.24154e-05 -0.000584216 -0.00108177 -2.95663e-05 0.000300883 -0.000704105 -0.00187607 8.63305e-05 0.000537922 -0.000868114 0.000762557 0.000247942 0.000235717 0.000445972 -6.14797e-05 -0.00156537 -0.00147093 -1.62824e-07 0.0016315 -9.4165e-06 -0.000400068 -0.00172124 0.000114146 0.000498235 4.69092e-05 -0.000298405 -1.71016e-06 -0.000996538 -0.000141444
internal_weight=361.665 141.001 24.9697 15.9842 6.87583 8.98547 5.08463 9.10839 116.032 28.613 4.47816 24.3867 12.5784 220.664 88.7435 87.4187 3.17365 3.1141 1.27038 0.820346 84.3046 20.2578 4.69307 64.0468 25.5905 15.2032 11.6257 15.5647 6.14813 38.4563
internal_count=2900 1527 312 188 68 124 101 120 1215 126 64 98 57 1373 498 1089 55 210 108 92 879 180 75 699 131 96 81 105 57 568
is_linear=0
shrinkage=0.00220822


Tree=493
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 2 2 0 2 2 2 2 2 1 1 1 0 0 1 1 0 1 0 1 2 0 0 1 1 1
split_gain=1.88012 3.0448 2.32767 3.39537 2.57429 1.60712 3.70399 2.72188 1.49443 1.67111 1.45717 3.14625 1.52032 1.41312 3.67637 1.37201 1.32355 5.05774 1.42689 1.53156 1.83588 1.7132 2.32906 1.38379 1.36051 1.33531 1.66363 1.28237 1.18176 1.36217
threshold=0.39078171310000004 0.53136133645000017 0.48181192180000004 44.015822920550008 0.51017933595000009 42.178283198950005 42.686561923500008 0.47760546090000006 38.238138001450004 37.962710038050005 44.215931556700006 43.968221017800005 42.654057868200006 0.39458399450000009 0.39584144190000009 0.39167988980000007 0.54910032635000017 0.55240861050000023 0.39971857130000005 0.40621538280000008 0.54017843775000018 0.42440346100000009 0.54317236010000014 0.42194844465000009 49.842240509300005 0.56055207925000017 0.56276758185000009 0.34479506600000004 0.3453339720000001 0.34581299960000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 28 -5 -1 7 27 9 -3 11 12 13 15 -15 -2 18 -18 -10 -20 -21 22 -22 24 -19 -25 -27 -7 -4 -30
right_child=1 8 3 4 -6 6 -8 -9 16 -11 -12 -13 -14 14 -16 -17 17 23 19 20 21 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.00025843669859429538 -0.00051509868277930528 -0.00030538267726470058 0.0011429067371240365 0.00032592755212508041 -0.0020068081891404135 0.00057758390723563059 5.1670900373052717e-05 -0.0026824573740807369 -0.00046447274635638588 -0.0027008647559445022 -0.0021722835361735206 0.0016632800415211648 -0.0023536218929819364 0.0014148716022847202 -0.0011308731990431033 -0.0024752713578629674 -0.0028584273957142346 -0.0022981298052661093 0.0013982685041253949 -0.00047785892532152649 -0.00092704803367284162 0.0013550027266009874 0.00074879783405726601 0.0007736992186395948 0.00028682733677751296 -0.0014662614599458327 0.00010827141811282496 -0.0013002985558282993 -0.00035058737047654405 0.00053966855679898863
leaf_weight=68.483054244716186 3.1476802751422026 12.516177970799616 11.336920745670794 3.6391074042767277 3.6361126722767949 2.4610004159621877 40.152199991280213 3.5191491320729256 5.9298170180991283 1.2296408164547745 2.332197794225066 2.2209997102618209 2.1645427169278255 3.6245700605213624 5.4759178906679153 2.4348006388172507 2.3085300191305569 1.7897892398759716 6.9985918551683417 7.2913113273680237 4.515120796859267 8.46245578676462 10.850735060870646 11.14227949362248 1.3913449235260484 2.7233929708600035 48.988191946176812 3.2370855398476124 7.1380655169486991 88.960469739511609
leaf_count=428 18 318 38 20 54 23 318 39 40 25 86 10 38 12 68 41 28 34 22 40 22 25 48 55 15 16 589 29 31 370
internal_value=0.000147719 -2.54185e-05 0.000257557 0.00045639 -0.00083996 6.40252e-05 -0.000205654 -0.00132661 9.06059e-05 -0.000519672 -0.000709275 -0.00053034 -0.000819524 -0.000593369 -0.000116946 -0.00137003 0.000165245 -5.57873e-06 0.000430289 0.000569481 0.000383093 0.000646539 0.000256365 9.41545e-05 -0.00116754 0.000158011 2.53486e-05 -0.000489242 0.000544175 0.000473542
internal_weight=380.101 147.538 232.563 114.711 7.27522 117.852 49.3694 9.21724 126.137 13.7458 21.4007 19.0685 16.8475 14.683 9.10049 5.58248 112.392 68.3435 44.048 38.1182 31.1196 23.8283 15.3659 66.035 3.18113 62.8539 51.7116 5.69809 107.435 96.0985
internal_count=2900 1550 1350 513 74 837 409 91 1277 343 273 187 177 139 80 59 934 737 197 157 135 95 70 709 49 660 605 52 439 401
is_linear=0
shrinkage=0.00196078


Tree=494
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 2 0 1 1 2 0 0 0 2 1 0 0 1 1 2 0 1 0 2 2 1 1 0 2
split_gain=1.07754 1.94287 1.84995 1.87527 2.02906 1.63592 2.66655 1.89725 4.81596 1.55136 1.4045 1.32246 2.18668 1.62758 3.5208 3.53422 1.94095 1.51884 1.38998 1.34881 1.21554 1.18957 3.19725 2.02782 1.09333 1.88207 2.96328 4.80764 2.16202 1.8485
threshold=0.52324780695000006 0.47727612945000003 0.39971857130000005 38.238138001450004 0.4019490434500001 40.621691032550004 40.305698932850007 0.51589772760000019 0.38733870245000007 0.34524415440000006 40.922041107600009 0.54191491270000014 0.53592706805000012 0.53321756835000012 42.674081447500008 0.38991347565000006 0.52682554415000016 0.54910032635000017 0.39584144190000009 0.39410496695000002 37.962710038050005 0.50300889195000009 0.37138109635000011 0.49678153350000009 43.162556114600001 42.564639561200003 0.34515433670000012 0.34479506600000004 0.48101853240000009 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 11 20 -5 6 -3 10 -9 -1 -7 12 13 14 15 -2 19 -13 -18 -17 -4 23 -23 24 25 26 27 -12 -27 -28
right_child=2 5 3 4 -6 7 -8 8 -10 -11 21 17 -14 -15 -16 16 18 -19 -20 -21 -22 22 -24 -25 -26 28 29 -29 -30 -31
leaf_value=5.1653876887223757e-05 0.0017445654837621282 0.00039577611159004734 -0.0004579159298102147 0.0017247452904602975 0.00013363159310669551 -0.00087203136926123379 0.0015374167133405069 -0.0033815908938490949 0.0010343791282061818 -0.00078320856838008277 0.00068862281531327442 0.0016950099776552264 -0.0021930931361650143 0.00096469861603912189 -0.0024958416404377128 -0.002702861610905613 0.00043392054762694723 -0.00060525480395774343 -0.0012079679212679288 -0.00032556729393844159 -0.0026373132100962673 0.0016430536445591764 -0.00049068278599150657 -0.0011044480654245413 0.00070097886300838296 -0.0018337263291075079 0.001496705747997681 -0.0021910662132721822 6.1371714314567664e-06 0.0003416877122491232
leaf_weight=46.759743918199092 2.9572024364024569 63.007939822040498 9.9059031278884486 3.3260358795523635 102.78805267025018 4.6275598909705868 9.4588223695754987 2.0209599249064918 1.9512125698383895 11.06426163506694 4.9325290098786336 2.2832151390612117 3.1661906000226727 2.9871677830815306 3.3464176505804053 2.590850116685032 5.733053566887973 2.3328394005075097 3.2462534550577402 1.5235318075865505 1.1479431048210234 7.5522399172186834 4.5079081649892032 4.725038018077611 16.618953573983163 3.8312872964888793 7.3173210397362736 4.4177034366875887 7.7826406732201576 23.323376417160034
leaf_count=428 9 266 309 13 911 26 36 28 18 152 17 10 21 14 51 42 32 30 39 15 25 32 46 39 71 33 25 29 34 99
internal_value=0.000120801 0.000208424 -1.23575e-05 0.000101638 0.000183503 0.000318629 0.00054479 0.000143546 -0.00121238 -0.000108092 0.000203633 -0.000455118 -0.000633546 -0.000412955 -0.000625112 -0.000235088 -0.000682191 0.000532513 -0.000159665 -0.00182256 -0.000684247 0.000262188 0.000845494 0.000165754 0.000253726 0.000109691 0.000316031 -0.000671944 -0.00060081 0.000617518
internal_weight=371.234 223.899 147.335 117.168 106.114 166.075 72.4668 93.6087 3.97217 57.824 89.6366 30.1667 25.5507 22.3845 19.3973 16.0509 13.0937 4.61605 8.97931 4.11438 11.0538 85.009 12.0601 72.9488 68.2238 51.6049 39.9909 9.35023 11.6139 30.6407
internal_count=2900 1379 1521 1258 924 799 302 497 46 580 451 263 223 202 188 137 128 40 71 57 334 425 78 347 308 237 170 46 67 124
is_linear=0
shrinkage=0.00200494


Tree=495
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 0 1 0 0 2 0 0 2 1 0 2 1 1 1 0 0 1 2 1 1 1 1 0 0 0
split_gain=1.44417 1.89089 2.67824 2.41116 2.36545 2.05676 2.58027 1.97286 1.85984 2.88262 2.24245 3.47284 1.45415 2.70691 2.31057 2.4466 1.42039 1.49594 1.2496 0.920663 2.47419 0.81713 0.70885 2.08373 1.37982 1.49789 3.09603 1.66485 2.60947 1.6198
threshold=0.39078171310000004 40.621691032550004 0.51589772760000019 0.46928235680000008 40.305698932850007 0.50300889195000009 0.37138109635000011 0.52290350590000012 0.52646627350000019 40.305698932850007 0.52428071015000011 0.51243974730000008 39.420767558750008 0.3459626957000001 0.48181192180000004 39.788107623550012 0.33960061075000009 0.33263974130000007 0.39167988980000007 0.43447800965000011 0.41932876265000008 0.39410496695000002 38.238138001450004 0.39772761295000009 0.39971857130000005 0.40367054880000008 0.41367024935000007 0.53321756835000012 0.53839705400000015 0.54910032635000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 16 12 -3 -7 -4 9 -2 11 -11 13 -5 -14 -16 17 19 -10 20 -1 -20 23 -23 -24 -26 -27 -28 -29 -30
right_child=8 2 7 4 -6 6 -8 -9 18 10 -12 -13 14 -15 15 -17 -18 -19 21 -21 -22 22 24 -25 25 26 27 28 29 -31
leaf_value=-0.0021489728952074909 -0.0025712523994425255 6.5464442686501302e-05 -0.0023886589000942974 0.0014637600238305304 0.0014394773177331169 0.0015546478304090687 -0.00029088891142195163 -0.00031296129771992917 0.0014237206467412466 -0.0020704794940885549 -0.0022673790428870519 0.0015980983612145715 -0.00069889585749991075 0.00037797312400435635 -0.00055990395321959977 0.0010915138984251779 -0.0015090672906101015 0.0014461584689111613 -0.0010552465056309435 -0.0015764418358887918 0.0011949975597068867 0.00086174927725000158 -0.00063315213569663915 -0.00072354339071151912 0.0010008520636988593 -0.001715785300365955 0.001637998996027563 -0.0019477052953522792 0.00055892356074914169 -3.1412933281709844e-06
leaf_weight=1.1824821014888569 2.5146570340730232 114.76870106183924 2.5136496862396589 10.382465571165083 9.2117117941379529 7.5231057591736299 4.1890946477651596 4.6077061332762241 2.2559363618493071 1.3057463061995802 1.3579275445081291 3.0748076809104532 9.1672760024666804 38.019636387005448 4.8846239894628516 9.1655347459018213 3.0391929597826675 1.9322216277942059 2.5130287189967921 1.8219894897192714 2.3432927224785089 3.881980529055002 8.8552399668842536 12.20079647109378 6.7420966271311036 3.2866428704001001 2.5796294168103477 2.1527646072208872 25.127867802977562 66.165359959297348
leaf_count=50 46 736 29 34 36 32 34 36 7 45 32 33 43 159 23 37 63 11 36 16 11 22 84 340 29 46 17 19 94 700
internal_value=0.000127298 0.000221707 7.89223e-05 0.000430992 0.000540513 0.000142239 0.000894556 -0.00104563 -2.00385e-05 -0.000888684 -0.000151366 0.000504576 0.000424888 0.000610879 3.71452e-05 0.000517388 -0.000426895 2.48826e-05 3.27677e-05 -0.000488644 7.34894e-05 9.26381e-06 2.9686e-05 -0.000340893 8.15523e-05 0.000141228 8.28701e-05 0.000144432 0.000103201 0.000151563
internal_weight=368.767 224.753 133.602 91.1504 80.8312 126.481 11.7122 7.12136 144.014 8.25314 5.73848 4.38055 71.6195 48.4021 23.2174 14.0502 10.3192 7.27999 135.761 5.34776 3.52577 133.505 130.992 16.0828 114.91 106.054 99.3123 96.0256 93.446 91.2932
internal_count=2900 1350 867 483 332 802 66 65 1550 156 110 78 296 193 103 60 151 88 1394 77 61 1387 1351 362 989 905 876 830 813 794
is_linear=0
shrinkage=0.00188464


Tree=496
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 0 1 1 1 0 1 0 0 0 2 1 2 0 2 2 2 2 2 2 2 2 0 1 1 0
split_gain=0.199382 0.403911 0.619781 0.319856 0.426587 0.187231 0.488454 0.476109 0.902242 0.795092 0.413411 0.857089 0.373805 0.539675 1.66676 1.95857 0.921706 0.453871 0.346796 0.297884 0.459798 0.455142 0.683307 0.829132 1.15887 1.6279 0.435368 1.18759 1.1217 0.596018
threshold=0.50064369330000014 50.666627092000006 48.315732392000008 0.63075955810000017 45.027406014450008 0.47727612945000003 0.34524415440000006 0.35675578575000005 0.35814795965000007 0.47706655490000011 0.34500464060000008 0.47648274005000008 0.47796473160000008 0.47886290830000006 39.56957118270001 0.34458549145000011 40.305698932850007 0.47905751325000007 42.448133449100006 35.131296350900008 34.176526048000007 37.186372654950006 38.318569170500005 39.268993001500007 39.945535567850008 41.24714903835001 0.47470135625000004 0.34193587020000005 0.32144247180000002 0.42646926740000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 10 9 -9 -8 11 19 18 14 -14 -16 -17 -15 -7 20 -1 -21 -23 -24 -25 -26 27 28 29 -27
right_child=1 -3 -4 -5 -6 12 7 8 -10 -11 -12 -13 13 17 15 16 -18 -19 -20 21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0030570448735372491 -0.036092583105341053 -0.038380972097563484 0.0078817067197073133 -0.040554578964730185 0.038276606592594874 0.011041613430148187 -0.039016704465326318 0.026770697753813567 -0.011374428877199775 -0.0067574181096385485 0.010711045137028389 -0.020866136005146498 0.016909977455275178 0.015359141194938168 0.014765330271401684 -0.013768626628669109 -0.047143826693695941 0.00068856982162201618 -0.0010420448825410157 -0.018436745045135629 0.030248566876343679 0.016168938417074084 -0.02334845663017069 0.026380988023302694 -0.038541331434773486 -0.0019905029804738591 -0.013355383558802088 0.021686956590196871 -0.029262913651882123 0.01828434583820281
leaf_weight=1.0636887330329075 0.2010596722611806 0.4775069118477403 2.1032415189547464 0.66413364431718946 0.1896650642156601 8.3990752287209016 1.4530355086317266 1.1045011161477307 2.7092979883309454 2.8889602683484554 4.1360746705904594 2.5906962028238913 2.3369534313678724 2.6981686651706687 1.6046699434518812 1.9784338772296903 2.2241045609116554 242.23873826034833 4.6799500659108153 1.6885881451889897 1.0347463153302667 3.1559210871346322 2.0029114233329919 2.000457555055621 1.4336315062828386 9.5229995714034938 2.4203579034656277 3.3635091073811045 1.6663728756830085 2.2725199349224559
leaf_count=46 88 34 43 194 1 33 71 10 55 16 28 24 9 12 7 9 38 1832 20 23 7 23 14 7 20 158 17 12 37 12
internal_value=0.00039352 -0.00788884 -0.00327841 -0.0255301 7.60668e-06 0.000489825 -0.00159257 -0.00949791 -0.000327351 -0.0175529 8.85249e-05 -0.00119552 0.000853699 0.000550646 -0.00845781 -0.0186664 -0.0314317 0.000850177 0.00671783 0.000415842 0.0133661 -0.000504502 0.0005832 -0.00140958 0.000527892 -0.00197305 0.000750946 0.00278016 -0.00194378 0.00191564
internal_weight=316.304 3.63561 3.1581 1.05486 0.390725 312.668 46.5083 8.15579 3.8138 4.342 38.3525 34.2164 266.16 253.081 8.14416 5.80721 4.20254 244.937 13.079 31.6257 2.09844 29.5273 27.8387 24.6828 22.6798 20.6794 19.2458 16.8254 13.4619 11.7955
internal_count=2900 360 326 283 89 2540 580 152 65 87 428 400 1960 1907 63 54 47 1844 53 376 53 323 300 277 263 256 236 219 207 170
is_linear=0
shrinkage=0.0355722


Tree=497
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 0 1 0 1 1 0 0 0 2 0 1 0 0 2 0 0 2 2 2 1 2 0 2 2
split_gain=0.186426 0.336923 0.61832 0.436534 0.661817 0.254707 0.61519 2.86665 2.81674 1.76656 1.06756 0.506715 0.618205 0.98278 0.420078 1.91731 1.45297 1.25482 1.28039 0.348542 1.95562 2.00675 0.770237 0.523374 0.336209 0.662043 0.598086 3.21068 0.699533 1.20193
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.51700547890000015 0.53136133645000017 35.818873074050011 0.49850303880000008 0.36597706655000006 0.51243974730000008 0.34392682850000006 0.38733870245000007 0.54475913895000005 0.56793209785000009 0.56859076075000015 37.064694648750013 0.52975958800000011 0.44578006650000007 0.51929582950000019 0.4992664890500001 37.797539186950011 0.52324780695000006 0.54910032635000017 37.572218886150004 38.052786106700005 38.318569170500005 0.35814795965000007 38.703421923500009 0.54017843775000018 39.420767558750008 39.788107623550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 9 -8 -9 -2 -10 -12 -13 -14 15 17 -17 18 -7 20 -16 -22 -23 -21 25 -25 27 -26 -28 -30
right_child=5 2 3 4 -6 14 7 8 10 -11 11 12 13 -15 19 16 -18 -19 -20 23 21 22 -24 24 26 -27 28 -29 29 -31
leaf_value=0.037750577678049679 0.015795721198448246 -0.042843891015088661 -0.05108292463722032 0.037658754754146956 -0.036881404825479643 0.010986272695376253 0.040767982632023345 -0.042614173977395989 0.040382427713135341 -0.026562490736149493 0.010214269947257451 -0.043205755355526301 0.042903876345698942 -0.036967318741781302 0.021845534894230773 -0.049188169815916047 0.0041810233456078512 0.019467238338775623 -0.021506265069368338 -0.013340566612954026 -0.038497174286566342 -0.011346042390167756 0.02789842750209591 0.024441431161777341 -0.031127989684042828 -0.00074980447239668608 0.006691277882866286 0.015322815393570242 -0.010321931849297476 0.00058755587778604114
leaf_weight=0.15892121195793052 2.4976873174309722 0.64980705131893024 0.15447767730802298 0.49200600385665894 0.21680244104936719 2.654979183629619 2.7701620459556562 1.6464844942092893 1.1738547682762144 2.4781736832810566 3.1265550456009805 0.58895782358013071 0.41046622395515442 0.37016093092097435 5.2150817771907878 1.9419532475294539 0.96465193966287177 3.2413384979590774 3.6232613017782569 3.5412721628235877 1.8512525381520388 1.1550577254965904 1.3949170897831207 2.161505013704299 4.0604898219462475 3.3778213963378221 21.301377004914684 3.5009392455831403 13.52708118787268 224.74111194821307
leaf_count=1 17 57 3 4 103 28 9 11 4 29 22 13 1 62 29 39 32 27 18 36 21 30 16 10 34 38 132 26 84 1964
internal_value=0.000354306 -0.011483 -0.016654 0.00305945 0.0148592 0.000417476 0.00492718 0.00997253 -0.00168724 -0.00530033 0.0101974 0.00231662 -0.0157125 0.00503023 0.000189726 -0.00620806 -0.0314759 0.00150694 -0.00776563 0.000467866 0.00712008 -0.0103283 0.0101219 0.000236269 0.000412596 0.00908009 0.000232864 -0.00962128 0.000519921 -3.1803e-05
internal_weight=314.989 1.67201 1.51309 0.863286 0.708808 313.317 15.0625 10.0866 7.31648 4.97586 5.66999 4.49614 1.36958 0.780627 298.254 12.4262 2.90661 9.51958 6.27824 285.828 9.61631 4.40123 2.54997 276.212 272.67 5.53933 267.131 7.56143 259.57 238.268
internal_count=2900 168 167 110 107 2732 168 122 113 46 102 98 76 63 2564 144 71 73 46 2420 96 67 46 2324 2288 48 2240 60 2180 2048
is_linear=0
shrinkage=0.0355447


Tree=498
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 0 2 0 0 0 0 1 2 2 2 2 2 2 0 2 1 1 1 2 1 1 0 2 0 1
split_gain=1.50657 5.54944 6.52691 3.16145 4.58381 4.9874 2.68586 2.62981 2.39088 1.61343 1.31809 1.25577 1.25466 1.11579 0.921035 2.87162 2.39725 2.54519 2.4629 1.48207 1.74408 1.52512 1.38191 1.06543 2.41656 1.7211 1.78064 1.31808 1.0739 1.03911
threshold=0.37138109635000011 0.36927038110000004 0.36597706655000006 0.51243974730000008 47.001379125850008 0.5025747732000001 37.962710038050005 0.48543456785000005 0.48368312325000012 0.51589772760000019 0.48181192180000004 0.37982395740000008 41.495754733000005 39.852039223600009 42.178283198950005 43.45354240915001 43.061965423550006 42.686561923500008 0.47760546090000006 43.673409002000007 0.34575312120000007 0.34479506600000004 0.34581299960000006 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47868327295000007 41.840895355800008 0.47943175355000006 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 7 4 5 6 -2 8 10 -5 14 -11 13 -9 23 16 17 18 -16 -17 21 -21 -18 25 27 28 -27 -25 -1 -19
right_child=3 -3 -4 9 -6 -7 -8 12 -10 11 -12 -13 -14 -15 15 19 22 29 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=5.690825573083453e-05 0.0013082225077850652 0.0016021279092135743 -0.0024255815957028577 0.00096184662478914342 0.0015836982909437584 -0.0027317970036264969 -0.0014186694078648387 0.0005866145642928832 -0.0012538776897081149 -0.001665855326390363 0.00067402865453796215 4.4297956332825369e-05 0.00027582360505683706 0.0014386181416353231 -0.00033270599489943804 0.0015106504298960505 -0.0030578914126641221 -0.00014750370513564258 -0.0024254160346652291 -3.2790921919279039e-05 -0.00098950034798046685 0.0010666912483137138 -0.00060921600530656908 0.00058767524625381634 0.0015321492417235338 0.00027981864553792778 -0.0014668650786335935 -0.00083862070659085895 0.00075494375890535197 0.0012477929131345421
leaf_weight=31.758403564454056 2.3588250968605262 9.6340946033596975 3.2667103563435367 6.5814702324569216 2.0750572606921187 5.0216030976735055 2.5839145432692021 13.657903067767622 4.4313683211803427 1.4790182188153256 13.427180550992487 165.00136486554402 20.005786053836346 8.5217592529952508 5.2518776566721552 2.8710797387175289 2.032525929389521 4.8762484514154485 3.0262442827224731 12.818169112317269 4.1056315042078486 6.4867817647755137 1.2837976538576183 5.7119967434555274 6.0867323186248532 3.5227380233118293 4.5870929956436157 3.6099091242067516 9.8605538606643659 2.9093431079527363
leaf_count=227 9 34 33 27 10 59 43 52 23 17 47 1594 82 40 52 21 48 42 39 115 29 25 12 32 23 47 25 40 33 20
internal_value=0.00011854 0.000237062 0.000161529 8.86918e-07 -0.000914629 -0.0014349 -0.000117314 0.000210997 7.97299e-05 6.45767e-05 0.000127302 2.91049e-05 0.000611338 0.000913967 6.1047e-05 -0.000140158 -0.000679751 -0.000384484 -0.00109774 0.000257737 0.000104079 0.000336653 -0.00210997 0.000202093 0.000626612 7.05539e-05 -0.000708143 3.5342e-05 0.00022229 0.000373895
internal_weight=368.845 183.744 174.11 185.101 12.0394 9.96434 4.94274 170.843 128.658 173.062 124.226 166.48 42.1854 22.1797 110.799 45.6617 19.38 16.0637 8.27812 26.2817 23.4106 19.305 3.31632 65.1374 15.4086 49.7288 8.10983 9.32191 41.619 7.78559
internal_count=2900 1141 1107 1759 121 111 52 1074 900 1638 877 1611 174 92 830 403 213 153 91 190 169 140 60 427 95 332 72 72 260 62
is_linear=0
shrinkage=0.00184769


Tree=499
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 0 0 1 0 1 0 1 0 2 2 0 0 1 1 1 1 1 2 0 1 2 2 1 0
split_gain=1.06306 2.10737 1.45694 2.05641 2.07653 1.32902 2.0367 2.3658 1.35473 1.67325 1.30837 3.32185 1.47287 1.25603 1.48436 2.21426 1.46895 1.94485 2.78519 1.35685 2.19798 1.63223 2.32526 2.09094 1.69614 3.70001 1.58578 1.52674 1.17859 1.16957
threshold=0.54475913895000005 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.39685937550000011 38.386256906100009 0.55892039160000018 0.56369569775000017 0.4211999641000001 0.55240861050000023 0.41865513010000005 0.54017843775000018 0.41753240920000007 0.52324780695000006 40.621691032550004 40.305698932850007 0.51589772760000019 0.50300889195000009 0.37138109635000011 0.39971857130000005 0.40621538280000008 0.39584144190000009 0.39458399450000009 37.360990606650006 0.52772372085000019 0.38991347565000006 43.633733172900008 44.086690780350004 0.4211999641000001 0.55754318735000019
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -10 12 28 13 14 15 -1 17 -16 -19 21 -21 22 24 -23 25 -15 -25 -22 -12 -11
right_child=2 -3 5 -5 -6 8 7 -9 9 29 11 -13 -14 19 16 -17 -18 18 -20 20 27 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00032592527891260581 -0.0016770101005415875 0.0012662062003685319 -0.0030188565372890699 -0.0025808932924945727 0.0015918387643743897 0.0012769382624335148 0.0015760837136181778 -0.0011847744102445885 -0.001007839527586257 0.0009754974870483464 -4.3224257421833637e-05 0.00031586878144845767 0.0014257344684806272 0.00037141344956206451 4.0888959773861039e-05 0.0013942177841035036 -0.0012493591154512762 0.0017659661975922272 -0.00038518959817565861 0.0011231469899076172 -0.0020152925560230159 0.00070724489232739112 0.001404851460302943 -0.002670595783662372 0.00021950959458908706 -0.0028198756263476824 -0.00031667914542945775 0.00039287345404436424 -0.0028511171970513425 2.5711137622156196e-05
leaf_weight=76.408963500231039 1.7764519434422248 8.1153121739625913 1.5575054478831569 2.4804392154328525 1.7699265405535696 4.1306175328791133 2.0844455808401108 4.4156370565033285 6.5718171596527091 6.5993482563644639 0.89434471726417397 6.8029029164463282 4.3378820121288291 3.186388844624167 113.08371080388315 10.011372360633684 3.6428305995650581 7.2910710573196393 4.4048169599846005 7.3994892463088018 2.2497273497283459 1.8302331548184145 3.6449297666549674 4.0075035374611616 6.9766477891243994 3.454290964640677 1.9366457164287565 2.5766648128628731 2.8721671313978732 57.032106602971908
leaf_count=437 27 33 32 51 13 17 13 252 36 32 5 28 15 22 748 46 38 32 38 31 20 16 13 58 44 56 16 23 84 624
internal_value=0.000128461 0.000193938 -7.52829e-05 -0.00108904 -4.5593e-05 -1.12808e-06 -0.00082508 -0.000299423 8.81861e-05 1.82423e-05 0.000161348 -0.000575123 0.000191702 0.000170469 0.000233256 0.000449682 8.76153e-05 0.000126647 0.000955814 -0.000191541 0.000391723 -0.000476361 -0.000110367 -0.00128901 -0.000515943 -0.0012886 -0.00190367 -0.000729646 -0.00218439 0.000124215
internal_weight=363.546 275.128 88.4183 6.02682 3.54638 82.3915 8.05759 6.50008 74.3339 70.2033 267.013 10.5694 256.443 252.105 214.843 86.4203 128.422 124.78 11.6959 37.2625 12.2259 25.0366 17.2623 7.77438 13.6173 6.64068 5.94415 4.82639 3.76651 63.6315
internal_count=2900 1803 1097 91 40 1006 297 265 709 692 1770 117 1653 1638 1339 483 856 818 70 299 74 225 135 90 122 78 74 43 89 656
is_linear=0
shrinkage=0.00213593


Tree=500
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 2 0 0 1 2 1 0 1 1 1 0 2 0 0 0 1 1 1 0 0 1 1 0
split_gain=0.194357 0.976958 0.208786 1.84435 0.988273 0.97709 2.18228 1.03462 1.77485 2.0651 1.03672 1.3185 0.965711 2.0896 1.36393 1.32328 0.940538 1.5967 1.00326 1.12548 1.02439 1.21698 0.852576 0.848199 0.877292 2.3833 0.916176 0.854325 1.04411 1.99005
threshold=0.30949672165000003 0.37331217625000007 0.54475913895000005 0.54317236010000014 0.39685937550000011 0.40367054880000008 0.41917906650000009 38.386256906100009 0.55892039160000018 0.56369569775000017 0.49091344570000006 33.151194885250007 0.41865513010000005 0.54017843775000018 0.41753240920000007 0.4211999641000001 0.4211999641000001 0.54679500610000009 38.592454371550012 0.55240861050000023 0.55754318735000019 0.56276758185000009 0.40850573335000007 0.40259273675000007 0.39584144190000009 0.53484925600000011 0.52898116820000018 0.39458399450000009 0.39167988980000007 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -4 -6 -7 8 -8 -10 11 -11 14 15 22 -14 -9 -18 -19 -20 -21 -22 23 24 27 26 -26 28 -2 -30
right_child=2 -3 4 -5 5 6 7 16 9 10 -12 -13 13 -15 -16 -17 17 18 19 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.015827244394377188 0.0011773398708121744 -0.038783005415689589 -0.030700228872511025 0.019461623152937271 0.028297594321744477 -0.041659706775864842 -0.052095722911253306 0.019044731548044209 0.027115403280055732 0.018470243700624452 0.018663115752066448 -0.044642050664948731 0.0054613614183847501 0.0013434428480983587 0.021972445544748406 -0.048638241912075254 -0.031177455057637828 0.031928341755820572 -0.019195030909823968 0.016198272348721253 -0.015484692967151246 0.002229074393891378 -0.016914582093420883 0.019755022173878981 -0.0087142815322499602 0.0092091865770512395 -0.034614614997066452 0.018811435331247135 -0.04329697140507234 0.013380599941847551
leaf_weight=0.85105550475418457 193.55051272462879 0.86726129928138107 1.460034372517838 6.8881867725867769 1.5014085564762343 1.707798367133363 1.2882181408349413 3.6405207570642224 1.7666844702325759 0.54734740011917971 0.67633108208974579 2.0966420681215823 0.79268565401434754 6.0970130022615194 3.9648566450923672 2.3515647734166123 2.0677748546004286 1.3610951577575168 3.5747081004083148 5.7698339461348942 5.808188756927847 40.87442178564379 3.6077387224650002 3.0628210231661788 3.3864122497616318 5.5309657379984856 3.8006232157349586 3.5272919554263344 1.917166791390627 1.4095182633027432
leaf_count=11 1249 104 27 33 13 51 32 17 13 46 113 93 5 28 15 84 11 15 24 31 40 571 45 20 49 24 53 15 58 10
internal_value=0.000409724 -0.0117354 0.00047618 0.000995255 -0.00120332 -0.000610774 -0.00122055 -0.000226444 -0.0141285 -0.00451385 -0.0213432 -0.0315768 0.000449331 -0.0110219 0.000923094 -0.0349994 0.00117821 8.42366e-05 0.00121064 0.000464397 0.00180421 2.51509e-05 0.000543384 0.000834725 0.000562819 -0.0086595 -0.0224108 0.00114808 0.000831622 -0.0192827
internal_weight=315.747 1.71832 314.028 239.887 74.141 72.681 71.1796 69.4718 6.37522 5.08701 3.32032 2.64399 232.999 9.24126 223.758 3.14425 63.0965 59.456 57.3882 56.0272 52.4524 46.6826 219.793 216.185 213.122 12.718 7.18704 200.404 196.877 3.32669
internal_count=2900 115 2785 1688 1097 1070 1057 1006 297 265 252 139 1655 117 1538 89 709 692 681 666 642 611 1523 1478 1458 126 102 1332 1317 68
is_linear=0
shrinkage=0.0362108


Tree=501
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 1 0 1 1 0 2 2 2 0 0 2 2 0 0 2 1 1 1 2 2 1 0 0 0
split_gain=1.46297 1.70146 1.56279 2.68237 2.06433 5.0066 1.45176 1.37387 4.33988 1.09607 1.08524 1.36563 1.15685 1.24257 1.08055 2.26574 2.78016 1.03483 2.88392 2.44611 1.40989 1.38681 2.51758 2.21142 2.96636 2.15964 2.01136 2.30101 1.74844 2.07044
threshold=0.52324780695000006 0.47727612945000003 40.621691032550004 40.305698932850007 0.51589772760000019 0.38733870245000007 0.38042274180000007 0.50300889195000009 0.37138109635000011 0.34524415440000006 0.42314601355000009 41.24714903835001 37.572218886150004 43.57842012870001 0.47778509625000004 0.47886290830000006 43.082598263550004 38.238138001450004 0.52877159370000015 0.52937037810000021 38.386256906100009 0.39971857130000005 0.40367054880000008 0.39584144190000009 43.633733172900008 41.395309858300003 0.41367024935000007 0.52833747495000016 0.53321756835000012 0.53839705400000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 7 -6 -2 14 -9 10 11 -1 -12 -14 -4 16 -16 18 -8 -20 -19 23 -23 25 -25 -22 27 -24 -28 -30
right_child=6 2 4 -5 5 -7 17 8 -10 -11 12 -13 13 -15 15 -17 -18 20 19 -21 21 22 26 24 -26 -27 28 -29 29 -31
leaf_value=-0.0016336146194324242 -0.0017673512154262911 0.00040245802905836613 0.00071753278148331599 0.0015093188440979352 -0.0032787360447556631 0.0010496215846139013 -0.00245707981133125 0.0016680977160526992 -0.00058536977326055452 -0.00061437946744568803 0.0011003292915866842 -9.0593974298428467e-05 -8.9408670042732678e-05 0.00089495872021148253 -0.0025436364806880126 0.0001371566495281877 0.00046332449239856071 0.0013911195287695996 0.0019293693297479592 -0.00042588576598851061 0.0010707823687436347 0.0012708047606076901 0.00064633383743948778 -0.00247809210943859 3.9410184976421398e-05 -0.00053083859915081951 0.0015896329461684523 -0.0024436573597369712 -0.0018435638421827017 0.00010081953489047948
leaf_weight=2.60741585609503 1.7250761240720738 62.71581914043054 9.9858898743987066 9.289172522723673 2.0473031885921951 1.9077902014832941 2.2673965580761459 8.1765598654746992 5.1456448193639508 10.399343190190846 5.1121236961334935 11.328814028296618 23.449718248099092 5.9389318674802771 2.653597565367817 61.157266973052174 1.9871174618601797 2.8987728100037193 1.8647953644394863 12.91534129292995 4.7777569657191661 6.6353288590908042 1.4023413909599178 3.707135420292615 3.2423264961689711 8.9189296169206482 2.8351340517401686 2.4402400720864534 2.0706507544964543 89.357553588692099
leaf_count=77 19 266 35 36 28 18 40 32 50 152 25 159 134 33 38 286 10 15 5 350 22 27 9 49 27 83 35 38 19 783
internal_value=0.000134723 0.000232559 0.000332607 0.000545251 0.000168076 -0.0011909 -1.42361e-05 0.000228395 0.000797705 -4.81245e-05 7.34495e-05 -0.000379287 0.000256328 0.000109515 0.000128315 3.88921e-05 -0.00125608 6.573e-06 -0.000438407 -0.000128726 6.57049e-05 3.50633e-05 0.000124821 -0.000420292 -0.00130353 2.7848e-05 4.73132e-05 -0.00131597 0.000102887 5.67835e-05
internal_weight=370.961 223.903 165.066 72.005 93.0612 3.95509 147.059 89.1061 13.3222 58.8363 48.437 13.9362 34.5008 29.3887 75.7839 65.798 4.64072 145.334 17.0475 14.7801 128.286 125.387 104.741 20.6461 6.94946 13.6967 98.1059 3.84258 94.2633 91.4282
internal_count=2900 1379 799 302 497 46 1521 451 82 580 428 236 192 167 369 334 48 1502 395 355 1107 1092 911 181 76 105 884 47 837 802
is_linear=0
shrinkage=0.00192234


Tree=502
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 2 0 2 2 2 2 2 1 1 2 0 2 2 2 2 0 1 0 2 1 2 1 0 1 0
split_gain=0.197945 0.374586 0.595965 0.530268 0.43985 0.372422 0.194029 0.460368 1.34411 0.968733 1.47081 2.21351 1.99899 0.835175 0.629339 0.626696 0.656011 1.06331 0.859483 0.787252 0.716447 0.605232 0.506423 1.04844 0.446481 0.407583 0.348503 0.322484 0.323025 0.99342
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.68186581240000022 45.027406014450008 0.47727612945000003 48.680511450650009 45.027406014450008 43.968221017800005 42.773538294100007 42.686561923500008 0.34458549145000011 0.34491482290000003 43.57842012870001 0.47512050540000011 38.938637541200009 37.962710038050005 39.945535567850008 40.79983011445001 0.42314601355000009 0.31100865245000009 0.43780126340000008 41.558544840500012 0.33960061075000009 48.008184682100008 0.34500464060000008 0.47760546090000006 0.3447651268000001 0.48015029490000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 8 9 10 11 15 14 -11 -12 16 17 20 -18 -20 21 -1 23 -21 -22 -10 -17 -8 29 -29
right_child=1 -3 -4 4 -6 -7 27 -9 25 13 12 -13 -14 -15 -16 26 18 -19 19 22 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.014358754784233645 -0.04152415862127877 -0.037989573697494339 0.034074565081585878 -0.035720420947711912 -0.037924979070692422 0.011478287960677916 0.0086346939528015275 0.0063926261346901039 -0.041336632148403753 0.031743345167838347 -0.017772843624424689 0.035654950956090017 -0.046356994181592566 -0.00078962635543106813 0.021842093882736627 -0.019897390248045561 0.021230441293567357 -0.036403679000852757 -0.025921380871518809 0.011229136471416681 0.015149534785678509 -0.041387122506868476 0.011419146659599349 -0.039763630929565696 -0.0076445562073797569 -0.013732278622046847 -0.0049900767753675709 -0.017905877825437667 0.00089273413178591688 0.0071857344420358593
leaf_weight=0.34086963720620989 0.53106799656961845 0.45180171518586565 0.45182751398533572 0.24203024043526999 0.35666476990081708 1.5505268862470982 6.5265508666634551 7.5153545271605244 1.322678632102906 1.9369581036735319 0.97988384310156051 1.9731279436964531 2.1872289312887006 2.017347663640976 1.030128826270811 3.4719127863645545 3.2166322229895723 1.3370263021206481 1.2776243020780382 1.2228055880405011 2.5021531404927373 0.85725936079688836 4.3163881422951818 0.86006885778624553 1.8881790409795938 1.3570664711296556 4.5212495503947139 4.2908996338956049 250.55786171711952 3.6625533103942871
leaf_count=4 30 34 4 161 112 19 25 36 34 25 38 10 62 18 22 24 15 17 18 15 19 63 37 46 38 7 32 24 1892 19
internal_value=0.000402093 -0.00786698 -0.00352185 -0.00985964 -0.0020354 0.00510554 0.000497333 -0.00162072 -0.00318024 -0.0013774 -0.00342036 -0.000470873 -0.0229457 0.0151462 0.00252976 -0.0032324 0.000460646 -0.00805511 0.00587448 -0.000559696 -0.00127278 -0.0255273 0.00450381 -0.009827 0.00534633 -0.0273573 -0.0114652 0.000865998 0.000669864 -0.00635123
internal_weight=314.754 3.58392 3.13212 2.68029 2.14922 1.79256 311.17 46.1319 38.6166 35.9368 31.9825 27.7853 4.19724 3.95431 2.01001 25.8122 17.819 6.92549 10.8935 7.67689 5.58846 1.19813 6.39926 2.08287 4.39033 2.67975 7.99316 265.038 258.511 7.95345
internal_count=2900 360 326 322 292 180 2540 580 544 503 460 338 122 43 60 328 272 141 131 116 124 67 98 61 57 41 56 1960 1935 43
is_linear=0
shrinkage=0.0353875


Tree=503
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 1 0 0 0 0 2 2 2 2 2 2 2 1 1 2 1 1 1 1 2 2 1 0 0
split_gain=1.36906 5.19849 5.11709 4.24886 5.41442 2.73531 2.50089 2.13365 2.08888 1.8694 1.77522 1.34934 1.33156 2.14955 1.14268 3.09419 2.34047 2.5823 2.57212 1.41489 1.38078 1.50963 1.64304 1.14061 1.12681 2.63336 3.31331 2.51577 1.55564 1.16025
threshold=0.37138109635000011 0.36927038110000004 0.36597706655000006 0.51243974730000008 0.50449088350000015 0.48543456785000005 0.37668033890000002 0.48368312325000012 0.49678153350000009 0.48181192180000004 0.51589772760000019 41.495754733000005 43.124157941850008 42.564639561200003 42.178283198950005 43.45354240915001 43.061965423550006 42.686561923500008 0.34545372890000009 0.34581299960000006 43.673409002000007 0.34575312120000007 0.34479506600000004 0.3453339720000001 0.34515433670000012 40.259171735100004 39.468990633150007 0.3459626957000001 0.47976108500000009 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 5 4 6 7 -2 9 -8 14 -5 -7 13 -13 24 16 17 18 -16 -18 -17 22 -22 -11 28 26 27 -26 29 -1
right_child=3 -3 -4 10 -6 11 8 -9 -10 23 -12 12 -14 -15 15 20 19 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.2535449665741059e-06 0.0013562964329725657 0.0016450123806627532 -0.0022235164210145731 0.0010619797536105999 -0.0024610623692378664 0.00097157738756150703 -0.0026773096142125425 -0.0012200676760037452 0.00030765738292166608 0.0014637122222401016 5.4148531124871755e-05 0.0004646825898940492 0.0008981199576223877 -0.0012364560170505128 -0.00043895784548145738 0.0015024056732180257 -0.0031159306034810185 0.00033784192457833259 -0.0026749004115862699 -0.00057229595133186757 -7.8058819004740143e-05 -0.00097431371310115959 0.0010992232530030934 0.00034195447314712852 0.0022822368656005574 0.00084072954253413374 -0.0018247593665358457 -0.00066820645986010309 -0.0013680841369924997 0.0013154162183877634
leaf_weight=31.095906006172299 3.0980715528130514 9.3231929093599302 3.2123196423053733 6.6901949271559706 5.6190265626646578 22.097192984074354 1.5444984890054914 4.4674203712493172 1.9537252783775327 5.5791939273476592 165.66889086639276 8.0487217977643031 7.8988820649683467 4.1380949951708308 5.6638177842833155 2.8631029482930925 2.203972661402076 7.8782757215667507 2.8431942593306303 1.2672264669090507 13.178054037969565 4.0496268216520539 6.5195783693343392 8.2916466593742353 1.9553359900019156 21.304557773750275 3.5661842515692115 2.3308659496251494 2.8787775412201873 2.6654205173254004
leaf_count=245 10 34 33 27 58 92 29 23 24 17 1611 29 31 22 56 21 48 62 35 12 115 29 25 30 7 91 24 38 14 8
internal_value=0.000132723 0.000249184 0.000175242 1.57914e-05 -0.00107741 0.000219838 0.000101251 8.26782e-05 -0.00101023 0.000128819 9.3268e-05 0.000644498 0.000284664 -0.000112948 4.67363e-05 -0.000183545 -0.000756553 -0.000453445 -0.00118625 -0.00218733 0.000244031 9.23139e-05 0.000311601 0.000793153 0.000209364 0.000490757 -0.000458763 0.000677766 -1.4559e-05 0.000100854
internal_weight=369.895 185.321 175.997 184.574 12.2153 172.785 6.5963 130.602 3.49822 126.135 172.359 42.1829 20.0857 12.1868 112.264 46.4668 19.8565 16.3853 8.50701 3.4712 26.6104 23.7473 19.6976 13.8708 65.797 29.1569 7.85239 4.2862 36.6401 33.7613
internal_count=2900 1141 1107 1759 121 1074 63 900 53 877 1638 174 82 51 830 403 213 153 91 60 190 169 140 47 427 160 69 45 267 253
is_linear=0
shrinkage=0.00191816


Tree=504
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 0 2 0 0 1 0 0 2 2 0 2 1 2 1 0 0 2 1 1 1 0 1 0 0
split_gain=1.07023 1.74475 1.60788 1.585 1.86401 2.32586 3.2584 1.30133 1.80945 2.70523 1.75525 2.47741 1.27 1.18694 1.16493 2.07206 1.75821 1.45909 1.26149 2.03894 2.14696 1.25084 3.71707 1.36422 3.6925 1.1274 1.03537 1.96234 4.12676 5.46449
threshold=0.52324780695000006 0.39971857130000005 0.4019490434500001 0.48181192180000004 44.015822920550008 0.5089817670000002 0.50356276755000018 41.395309858300003 0.53321756835000012 0.52511900840000014 0.39658992245000008 0.52682554415000016 0.53592706805000012 38.052786106700005 40.580626202750004 0.57507260265000015 40.036761086100007 0.41753240920000007 38.238138001450004 0.43166372265000008 0.56369569775000017 0.54475913895000005 44.269496632500008 0.41640968835000008 0.41865513010000005 0.49091344570000006 0.52266399210000014 0.37138109635000011 0.51243974730000008 0.5025747732000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 -1 26 6 -6 10 9 -9 11 -2 -10 -12 15 16 17 -4 19 -19 -21 22 -16 -24 -25 -17 27 -5 29 -29
right_child=1 2 14 4 5 -7 -8 8 12 -11 13 -13 -14 -15 21 25 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=4.634979676193214e-05 -0.0011189784606377466 0.0016301927555744623 -0.0013452720440420064 0.00065029824863385526 -0.0017297989311972812 -0.0028961122290361379 0.0021794875838607531 0.00022155368237540882 0.00098114441530678829 -0.0027635230103558329 -5.0290605436053581e-05 0.0011056595916856152 -0.00092208819410646305 -0.0027291199323511445 0.0013062466122430194 -0.0025743796118922486 -0.0013275958866890195 -0.0027240511289949041 0.00058063410120883863 0.0014056884857875829 -0.0016859416137223193 5.9645820335668497e-05 -0.0029033373052625338 0.0024518457535746886 -0.0027110433177131186 4.4085739319816958e-05 0.0014482968659971975 0.00059161967876644923 0.0004846767458576472 -0.0031968504257810356
leaf_weight=111.59663111640839 3.6872385418973881 3.3420160245150319 2.9841366654727635 66.959105053916574 2.2296186978928736 1.8003283499274401 2.0153260682709515 2.222371429204939 2.754710391163826 4.6841533090919256 1.5523194614797824 7.6239279620349407 4.7285494799725711 1.7434309385716913 13.548845073208215 2.7400871868012469 4.7969103492796412 1.6167687629349554 19.469543594866991 2.8127192351967096 1.8477685118559746 54.558898378745653 1.3914226037450124 1.3408463522791865 1.4119856341276316 1.1627865520422345 5.4101736582815638 3.5041897641494897 19.370777052361518 4.1040542107075453
leaf_count=843 39 17 34 275 37 46 10 14 11 78 19 33 47 22 51 134 30 44 92 20 33 573 22 4 41 163 17 21 82 48
internal_value=0.000132993 -1.73814e-05 0.000107709 0.000231415 0.000427372 -0.000773888 0.00012617 -0.000504965 -0.00098054 -0.00180299 -3.64602e-05 0.000380467 -0.000221477 -0.00146737 6.13193e-05 -0.000257716 -7.8852e-05 0.000129638 0.000300585 -0.000568016 0.000179933 0.000226598 0.000741417 -0.00110519 -0.000196309 -0.00179426 0.000500467 0.000445879 -6.14676e-05 -0.00145196
internal_weight=359.012 142.021 113.025 216.99 105.394 6.04527 4.24494 28.9967 14.3898 6.90652 14.6069 11.3112 7.48326 3.29575 109.683 37.4307 33.5278 28.7309 25.7468 6.27726 4.66049 72.252 17.6931 4.14425 2.75283 3.90287 99.3483 93.9381 26.979 7.60824
internal_count=2900 1521 1258 1379 536 93 47 263 150 92 113 72 58 41 1241 550 253 223 189 97 53 691 118 67 45 297 443 426 151 69
is_linear=0
shrinkage=0.00222816


Tree=505
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 2 2 1 2 2 2 1 1 2 2 1 2 0 1 1 2 2 2 1 2 2 2 1 1
split_gain=0.222651 0.833679 0.503551 0.984417 0.759887 1.0428 2.32325 1.58809 0.569492 0.440976 0.875033 1.35706 1.34168 0.791857 0.678655 1.55483 1.15628 1.11527 1.38992 0.922148 0.959642 1.23239 1.075 0.901651 0.726005 0.678053 0.648499 1.88566 1.16773 1.79124
threshold=48.988717865950008 48.852845034800005 0.61802041855000012 0.66697104880000013 0.45280081435000008 0.31100865245000009 50.065525775750011 50.448116877400004 0.48627286610000009 48.461603274950008 47.833738492450003 45.673096293200011 0.41808628485000005 0.45877368940000007 44.758188263300006 44.421469061800003 0.46613873835000008 42.526729949000007 0.58736265385000019 0.47536001915000009 0.47976108500000009 42.508878681700004 37.272044000450002 43.874475754150005 0.41640968835000008 47.001379125850008 43.542456167850005 43.411469133450005 0.34527409360000011 0.39745815990000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 -2 -7 -8 -6 10 11 14 25 -14 15 16 23 18 -18 -20 -21 22 -22 26 -16 -13 27 -1 -28 -30
right_child=2 -3 3 -5 8 6 7 -9 -10 -11 -12 12 13 -15 24 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00052038873239634137 0.0084002294011484673 0.015960749162869502 -0.04934469695299129 0.011976133191478847 0.022554854890000812 -0.051313479566164201 0.028964218156919717 -0.040115074296286288 -0.0067299673267374191 -0.012821979011023995 0.016116726652553839 -0.046787167670516418 0.017288570554220419 -0.016049012448180112 0.0010098231992268487 -0.026182717198261023 -0.042937752813554032 -0.044431445000475356 -0.041241017170832561 0.038360191616858087 0.018338087730883908 0.048629053725630735 -0.043123784455156862 0.011051981564490118 0.025380024866932152 -0.015384501492405136 0.013157028285352632 0.026166508687315366 -0.045320895298866862 0.0029101336091432056
leaf_weight=241.65966516648768 2.8329795449972135 5.0141985379159442 0.92711146641522535 0.62697811902035028 2.4989214288070798 1.9463145919144151 1.4176820823922756 0.715411526209209 1.5293916799128053 3.5506063057109705 5.0887969956966108 1.9289687494747325 1.9810019172728059 2.0939001251826994 3.754164356738328 3.097565618925727 1.1679664635084908 1.4308336587127994 0.55433301700395565 1.2102089106338101 0.67164403635251835 0.50003749132156361 1.0302083099668378 12.488320812582968 3.2657855409197509 2.0018687807023525 1.9393049451755349 4.1666781764943144 2.2793245883658528 2.1265190225094557
leaf_count=1751 13 22 22 40 16 37 8 68 38 22 33 53 10 38 44 44 57 66 27 7 103 1 154 87 22 31 16 28 23 19
internal_value=0.000472465 0.000676371 -0.0044723 -0.0246056 -0.00161244 -0.00921696 -0.0214514 0.00579593 0.0114366 0.000419182 0.000578857 0.000305591 -0.0150398 0.000157958 0.000742253 0.000445281 0.00074939 -0.0149202 -0.00669616 0.00397564 0.0113216 -0.00353944 -0.0188676 0.00113809 0.0123472 -0.0307946 0.000647128 0.000955082 -0.0112838 -0.0220418
internal_weight=315.497 303.002 12.4948 1.55409 10.9407 6.91239 4.07941 2.13309 4.02831 297.988 294.437 289.348 8.00574 4.0749 281.343 274.323 271.225 6.56523 5.1344 3.96643 3.4121 2.20189 1.70185 264.66 7.01995 3.93084 252.171 245.826 6.34515 4.40584
internal_count=2900 2658 242 62 180 126 113 76 54 2636 2614 2581 132 48 2449 2383 2339 415 349 292 265 258 257 1924 66 84 1837 1779 58 42
is_linear=0
shrinkage=0.0377983


Tree=506
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 2 1 1 2 2 1 2 0 1 1 0 1 0 1 1 0 0 2 2 1 1 1 1 2 2
split_gain=0.201605 0.928006 0.207991 2.54822 1.74158 2.37327 1.14942 2.41761 1.0016 1.2427 2.59026 1.67686 1.21019 0.986163 0.858418 2.19716 2.38946 1.6924 1.10599 1.071 0.826364 1.37123 2.14848 0.811595 0.66391 0.73376 0.800066 0.83259 1.48605 1.6415
threshold=0.30949672165000003 44.921040431000009 0.37138109635000011 0.36927038110000004 0.37482410710000008 39.852039223600009 0.36543816055000006 0.36597706655000006 38.592454371550012 40.12915366295001 0.34524415440000006 40.496232821400007 0.46594413340000007 0.3447052483500001 0.38398550940000004 0.51929582950000019 0.38906020780000011 0.51243974730000008 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.52646627350000019 42.34047585750001 39.56957118270001 0.39167988980000007 0.39458399450000009 0.39513787010000007 0.39971857130000005 37.360990606650006 43.633733172900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 8 -8 12 10 13 -11 -2 -10 -6 16 -16 -18 -17 -20 -21 22 -22 -12 -23 -26 -27 28 -28 -30
right_child=2 -3 4 -5 14 -7 7 -9 9 11 23 -13 -14 -15 15 18 17 -19 19 20 21 24 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.041564393023078149 -0.0085771854805045469 0.01786656311295378 0.0023303201372266874 0.026076477965618516 0.010472924567335316 -0.052359853553736187 0.0095420558499535908 -0.042915936464543468 -0.0086185729354249559 0.019166144696449647 -0.016268643466041691 8.4126432528652787e-05 0.01567879821766191 0.017140852736017592 -0.060480548047406511 0.015132407660857413 -0.042706683720226693 0.02200143122138714 -0.021375011054866729 0.014213514569677104 -0.049001758386058199 0.020635724337811957 0.012376358466955246 -0.044859731919123728 -0.01944705594681588 0.025276001909516087 0.017123650218181026 0.00075614856935787974 -0.037983150982405137 0.0019484737847692767
leaf_weight=0.85450409830082097 4.1569759105477742 0.77201412804424763 2.5918225264176717 6.2665853425860396 11.702282266691325 2.3223583251237869 2.6555215790867797 2.7717010113410652 5.2966974172741157 7.6384294332237905 3.1175627615302792 102.55038394144503 13.444019657559691 4.0471954364329576 1.9397445321083058 7.3397249653935424 1.0169587832642721 1.614453720860183 3.7018062584102145 6.0664972813101476 2.1894550002180035 2.3798541612923136 1.4723940243711693 3.0146282780915499 3.0176681831944725 1.9282730985432852 2.0559272132813913 99.451498868143972 3.7777057439088821 2.7430350845679641
leaf_count=107 113 8 15 34 68 30 11 33 30 42 19 635 69 17 14 33 57 15 20 33 47 9 31 23 45 9 18 1238 50 27
internal_value=0.000440593 -0.013356 0.000512455 0.00153411 -0.000493927 -0.0235153 0.000499787 -0.0172484 0.00117213 -5.73357e-05 -0.0104827 0.00140692 0.00995006 0.00253881 0.000248417 -0.000602004 -0.0273951 -0.00300624 0.000297732 -0.000547732 6.86501e-05 -0.000652345 -0.0243222 -0.0303242 9.90424e-05 -0.000333573 0.000190982 -0.000256779 -0.0120023 -0.0211854
internal_weight=313.898 1.62652 312.271 154.96 157.311 4.91418 148.693 5.42722 143.266 125.665 15.4761 110.189 17.601 9.34389 152.397 140.695 4.57116 2.63141 136.124 128.784 125.082 119.016 3.66185 6.13219 115.354 112.974 109.956 108.028 8.57667 6.52074
internal_count=2900 115 2785 1026 1759 45 992 44 948 766 89 677 182 47 1714 1646 86 72 1560 1527 1507 1474 78 42 1396 1387 1342 1333 95 77
is_linear=0
shrinkage=0.0392896


Tree=507
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 2 0 0 2 0 2 0 2 2 2 0 0 0 1 2 0 1 1 0 2 2 0 1 1
split_gain=0.200968 1.78792 0.71597 1.06153 0.888818 1.12517 0.546751 0.50953 0.625555 0.419517 0.549065 0.744781 1.79982 0.887912 0.640154 1.22229 0.787721 0.544761 0.408446 0.705497 1.526 0.370689 0.353725 0.936939 0.885323 0.708352 0.9818 0.89401 1.74859 2.46595
threshold=49.275256100300005 49.49736495185001 0.47648274005000008 0.39685937550000011 0.5810754169000002 0.49901200560000009 50.264779514000004 0.6166282446500001 0.66697104880000013 48.680511450650009 0.43780126340000008 41.558544840500012 0.39614083410000006 44.921040431000009 39.468990633150007 35.818873074050011 0.42314601355000009 0.51818807820000012 0.4447920721000001 0.34193587020000005 37.572218886150004 0.41932876265000008 0.45206730335000006 0.44922307715000004 0.56276758185000009 44.527357125550004 43.874475754150005 0.54191491270000014 0.37668033890000002 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 6 -6 -5 -7 -9 10 11 14 13 -13 15 16 21 -11 -12 20 -20 -1 23 25 -24 26 -21 28 -27 -30
right_child=1 2 3 4 5 7 -8 8 -10 17 18 12 -14 -15 -16 -17 -18 -19 19 22 -22 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.042944101705126185 -0.056002430636093226 0.023940718017036355 -0.044430860932495431 0.033972219998093897 -0.045951358052991297 0.026408494070149321 0.0011507139841297146 -0.04386771096990897 0.012908884663923663 0.014910573942558222 0.01846236019260844 -0.039430396404298414 -0.047049784025756117 0.016916277199371953 0.015810808564141215 -0.052633127068894774 0.031532632411134638 -0.0026157184189537072 0.006440011601500005 0.00069244299781011202 -0.043869851714585496 0.0079277483855610831 -0.024653388531913702 0.019184047923221488 -0.0012244497699429549 0.0029298466902523104 0.011414930363455504 0.0092521702888543889 -0.050264545158798295 0.0027745567918554025
leaf_weight=0.45976548102043879 0.88676815340295334 1.4962098151445369 0.84435330121777941 1.2778863403946163 1.0171853764913978 0.78695041663013388 1.6574487165198659 0.51161165907978989 0.59877170133404434 6.3421356379985792 1.8019861448556174 0.52731244370806996 1.9433118309825657 1.6161749660968778 2.2381311270873994 0.73715995211387042 0.83491006074473262 4.1851178472861648 1.8816554937511676 222.81855155545054 1.5742443418130276 0.36554057290777564 2.5508091510273543 4.0036233244463793 22.684431341247546 4.8689831197261793 12.840030878782271 3.3386945184320203 3.0478050629608333 2.1082737769465894
leaf_count=44 22 6 27 7 36 14 59 15 33 24 12 88 64 10 26 29 6 32 15 1438 42 4 24 21 575 42 67 28 62 28
internal_value=0.000382325 -0.00514575 0.000360451 -0.00490993 0.000794422 -0.0139552 0.0154394 0.00319839 -0.0132511 0.00054806 0.000281677 -0.00903622 -0.0207705 0.00305461 0.00130908 -0.0122294 0.00571047 0.00794298 0.000568337 0.000453879 -0.0164773 -0.0204122 0.000664158 0.00108871 -0.00359268 0.000797783 0.00127667 -0.00764691 -0.0132749 -0.0285773
internal_weight=311.846 9.07719 8.19042 6.69421 5.84985 2.91452 2.93534 1.89733 1.11038 302.769 292.241 8.72231 4.0868 2.14349 4.63551 2.39738 1.66022 10.5273 283.519 281.717 3.4559 0.825306 278.261 253.026 25.2352 249.022 235.659 13.3638 10.0251 5.15608
internal_count=2900 219 197 191 164 98 66 62 48 2681 2625 271 162 98 109 83 54 56 2354 2342 57 48 2285 1686 599 1665 1505 160 132 90
is_linear=0
shrinkage=0.0377052


Tree=508
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 2 1 0 1 1 1 2 1 1 2 1 0 1 0 0 1 0 2 0 0 2 1 0 1
split_gain=0.195423 1.61542 1.22511 1.81587 0.576989 1.7011 1.53886 0.829965 1.90337 1.20208 1.1153 0.742857 3.3837 0.930609 1.70034 1.30036 2.29483 0.92366 0.697102 0.734869 1.45901 2.1466 0.929584 0.55361 2.52254 1.71152 1.6959 1.74244 1.62845 4.00921
threshold=0.54910032635000017 0.55240861050000023 0.42970270350000012 0.55754318735000019 0.54317236010000014 0.41985269900000005 41.134354310300004 0.41865513010000005 0.54017843775000018 0.4211999641000001 0.41753240920000007 0.40621538280000008 43.968221017800005 0.39971857130000005 0.39584144190000009 37.064694648750013 0.3982365797500001 0.53839705400000015 0.39458399450000009 0.52366695610000014 0.52772372085000019 0.38991347565000006 0.52215502530000013 37.797539186950011 0.51700547890000015 0.51929582950000019 37.186372654950006 0.36597706655000006 0.50300889195000009 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 -6 -7 10 9 -9 11 13 -13 14 18 -16 -17 -15 19 22 21 -21 23 25 28 26 27 -1 -25 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12 12 -14 17 15 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0053991590505058388 -0.033491669394925982 0.00098376538279059235 0.0013505682282078824 -0.048728504403928903 -0.011485599428980761 0.0046475527009775773 0.034627007386145124 0.005372767354096389 0.0012332869716732003 -0.053140981631588188 0.022347908090354807 -0.057290937635388409 0.014642977067975464 0.0017279032541390685 0.015538732282688997 -0.048413984446970718 0.00098114806213061298 0.031474801405011611 0.018939018510234357 0.004269723075432095 0.0031036083397896559 -0.051545080540669946 0.014749340507534833 -0.00068878291789851802 -0.026803540264246958 0.035853871440009046 0.028350045925390102 -0.022519866548923122 0.032577593112947459 -0.0067989706268661559
leaf_weight=12.676198332097565 2.460685310419648 2.8514284880366167 55.666840388246783 2.0195766752585769 4.9676997615024474 6.9057917296886426 4.5831485576927662 0.7617164552211747 6.1005335287190974 2.1860847343923524 3.8120372947305432 1.8348072182852764 2.4664978161454201 3.643132423516362 1.4727371744811524 3.4015102339908481 2.7261662966338918 3.1159146577119827 3.4353551054373375 1.9848196329548935 6.2015964181628078 2.5115124711301178 7.9182790927588931 131.15582817030372 5.5211822739802292 2.7987003549933425 3.4153539563994846 5.0214805137366048 8.2126324288547057 8.4316584113985282
leaf_count=148 34 40 912 55 43 30 16 5 28 84 15 22 29 32 15 64 18 11 15 18 44 53 35 919 41 12 22 28 46 66
internal_value=0.000362035 -0.00163236 -0.000337375 -0.0196275 0.000870176 0.00812673 0.0166069 0.000352777 -0.0115551 -0.0380209 0.000838653 0.000462439 -0.0160419 0.000794721 0.000316212 -0.0183045 -0.0264384 0.0154412 0.00102638 0.000712174 -0.00950971 -0.0269067 0.00130279 0.000702033 -0.000183301 0.00637877 0.00247161 -0.00252249 0.000811118 0.0126302
internal_weight=310.261 62.9985 60.5378 4.87101 247.262 16.4566 11.4889 230.806 9.04833 2.9478 221.757 217.945 4.30131 213.644 206.885 7.60041 6.12768 6.75905 199.285 195.849 10.6979 4.49633 185.151 177.233 153.321 23.9117 21.113 17.6977 147.8 16.6443
internal_count=2900 1041 1007 95 1859 89 46 1770 117 89 1653 1638 51 1587 1544 97 82 43 1447 1432 115 71 1317 1282 1072 210 198 176 1031 112
is_linear=0
shrinkage=0.0401119


Tree=509
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 1 2 1 1 0 2 1 2 0 2 2 1 2 1 0 0 0 0 2 2 2 2 2 0
split_gain=1.22458 2.48522 1.45015 1.52458 1.0573 3.64903 3.17784 1.49633 2.74766 1.78483 1.95622 1.76001 1.12995 1.20478 1.27707 1.10665 3.25635 2.80562 1.20565 1.10959 1.08207 1.02553 0.983575 1.4751 0.909527 3.38908 1.69741 1.57193 2.05733 3.25109
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 0.48218616210000004 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 0.34554354660000003 0.47868327295000007 41.840895355800008 0.34530403280000005 39.646013290900008 0.47778509625000004 43.45354240915001 43.061965423550006 0.34581299960000006 43.673409002000007 0.34542378970000004 0.47727612945000003 0.52366695610000014 0.47715637260000004 0.47851860725000006 44.015822920550008 47.833738492450003 43.162556114600001 42.801286935650005 42.487106141350004 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 6 -6 9 11 12 20 -9 13 14 -1 16 19 -18 -17 -7 -11 -3 -15 -24 26 -26 27 28 29 -5
right_child=1 21 3 24 5 15 -8 8 -10 10 -12 -13 -14 22 -16 18 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00015335466792732382 -0.0022061836797078451 -0.0011503937973259706 0.0015549452844090157 -0.00079288597858497717 0.00056516915196719558 -0.00023890308595936688 -0.0020292621028992278 0.00072742221402586444 0.0017397177697936763 -0.0009234272208147842 -0.0016380819020342012 -0.0010117464093599591 0.00099754652898924301 -0.0010435879966834108 0.0014026194176347813 0.0015195078080584151 -0.0032096807979120397 4.8263563298816834e-05 0.00017687073674115103 0.0012385108983847513 0.0011911511621793157 3.9161714157573851e-05 0.00070494798466197938 -0.00061373867842229172 -0.001682694347220652 0.00080742282118523702 0.0011849532448722484 -0.00065762089088385826 0.0013799054024208422 0.0004277133112532257
leaf_weight=12.915086452849211 1.9660092419944692 2.8459586079698047 4.0520973354578009 9.5579008162021619 2.5359368419740331 5.1450644496362639 6.3859596326947212 6.0086069758981449 6.396552423015236 1.6493539005750775 4.5561535507440567 3.5641453922726214 6.146302117034792 4.6762666841968921 4.1592066287994376 2.8791646617464748 2.3587975432164958 1.7855123504996298 24.052154316566885 3.1516007650643587 2.1343874782323837 133.06721565482439 6.1352938637137395 6.9623065069317818 3.7423273464664799 4.7923297733068466 9.2016801051795465 6.1299898587167254 7.1137325391173354 68.637541631236672
leaf_count=127 56 75 11 46 25 42 66 32 23 40 25 40 26 41 13 22 48 14 171 21 8 1396 21 32 54 24 33 32 22 314
internal_value=0.000128322 -1.74081e-05 0.000216906 0.000373942 6.0382e-05 -0.000159589 -0.00129183 0.000223057 0.00074474 5.41913e-05 -0.000772676 7.98916e-05 0.000222409 8.56947e-05 0.000457669 9.69805e-05 -0.000386681 -0.00180605 0.000320409 0.000322313 0.000269395 1.4253e-05 -0.000271639 3.9722e-06 0.000330108 -0.000284459 0.000382225 0.000301446 0.00037036 0.000278518
internal_weight=364.705 137.879 226.825 113.228 113.598 48.2942 8.9219 65.3037 15.9693 49.3344 8.33989 9.57275 40.9945 34.8482 17.0743 39.3723 12.441 4.14431 26.9313 8.29667 3.78374 135.913 17.7739 13.0976 109.176 8.53466 100.641 91.4392 85.3092 78.1954
internal_count=2900 1527 1373 536 837 409 91 428 95 333 73 72 260 234 140 318 125 62 193 63 48 1471 94 53 525 78 447 414 382 360
is_linear=0
shrinkage=0.00196078


Tree=510
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 2 2 0 1 1 0 1 1 2 2 0 1 0 1 0 0 2 2 2 2 2 2 2 2
split_gain=0.181457 0.355217 0.517818 0.29886 0.5672 0.733116 0.403528 0.333486 0.178337 0.405653 0.807123 0.812923 0.330656 0.763534 0.521028 0.75559 0.287699 0.277472 1.26498 0.853318 0.744056 0.716692 0.818136 0.25392 0.803257 0.584822 0.357913 1.17851 0.854423 0.373119
threshold=0.50064369330000014 0.59210802070000013 0.57987784795000008 0.52332265500000019 0.52041855035000018 0.66697104880000013 46.051945193250006 45.027406014450008 0.47727612945000003 0.34512439750000007 0.34500464060000008 0.47648274005000008 0.35675578575000005 0.35814795965000007 42.686561923500008 41.21013581150001 0.47760546090000006 0.34482500525000009 0.48140774230000011 0.34491482290000003 0.47778509625000004 0.47851860725000006 40.621691032550004 48.919835655300012 48.680511450650009 45.027406014450008 43.57842012870001 42.773538294100007 42.448133449100006 39.945535567850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 7 -2 9 10 11 23 14 -14 15 -11 -10 18 -18 -19 -21 22 -22 24 25 26 27 28 29 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9 16 12 -12 -13 13 -15 -16 -17 17 19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040237375572724082 -0.036600278923750708 -0.045226838892375755 0.024655744373961324 -0.037571128681480721 0.035287245210352126 0.022188487503517668 -0.04505772463417828 0.038520822890114173 0.0083166544891087133 -0.0033828634624061622 0.020731802206162636 -0.02109653315241538 0.025965309927731325 -0.010313721657810809 -0.00062122919264902244 -0.036855058535888136 -0.016241327853446116 0.019541531402861932 0.0099629461296090599 0.01725302128382232 0.0036365075502565289 0.00062944766925671504 -0.027542729172312472 -0.0075993313643795482 0.021936983042317615 -0.019293451221312593 0.01553083699704768 -0.029563709618449414 0.026979524496939616 -0.0075021647231194553
leaf_weight=10.489096563833323 0.14435426190175371 0.30500409306841891 0.63861396582797159 0.4777255676453932 0.36042455457209133 0.48217590663989529 0.78777757892385125 0.16624933481216431 6.4782179296016684 1.5674211613732025 2.3220580385532221 2.511556170647963 1.0752018807106654 2.5749269438674673 2.4676041352795437 2.0156693309545517 5.78481407323852 3.149108823388814 4.126982107758522 3.4561931565403929 1.9478531032800663 233.16362496626971 2.5288915573619306 4.5189627707004538 2.331110566854476 1.9472778942435969 2.1131907458184278 1.6304025255958539 1.694425135385244 5.6503964992007232
leaf_count=120 75 79 10 150 10 9 26 1 25 29 12 24 10 55 48 26 33 11 20 12 9 1819 31 26 7 35 46 45 17 80
internal_value=0.000337376 -0.00801684 -0.0043047 -0.0119512 -0.00564543 -0.0149796 -0.0312959 0.00360799 0.000429308 -0.00167518 0.000128687 -0.00132607 -0.00822219 0.000372828 -0.0134072 -0.0222127 0.000791926 0.000600128 -0.00533063 0.000840806 0.000596545 0.000354296 -0.0139765 0.000308662 0.00169078 -0.00031545 0.00139723 -0.000137215 0.002553 -1.14522e-05
internal_weight=308.907 3.36233 3.05732 2.41871 1.94098 1.58056 1.09838 0.310604 305.545 44.9093 35.2085 32.8864 9.70082 3.65013 6.05069 3.58309 260.636 254.157 9.9118 244.246 241.097 237.64 4.47674 30.3749 25.8559 23.5248 21.5775 19.4643 17.8339 16.1395
internal_count=2900 360 281 271 121 111 102 76 2540 580 412 400 168 65 103 55 1960 1935 53 1882 1871 1859 40 376 350 343 308 262 217 200
is_linear=0
shrinkage=0.0361589


Tree=511
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 2 0 0 1 0 0 0 2 2 2 0 2 0 0 1 1 2 2 0 0 2 0 0 2
split_gain=1.22396 2.11071 1.67784 2.43852 1.89934 1.47199 1.67826 1.30914 2.88657 3.66448 3.04838 2.84473 2.13775 1.61424 1.59915 1.01465 1.04072 5.2275 4.50916 3.88249 2.74379 2.22542 2.95911 1.61707 2.00278 2.19785 2.16669 1.18793 2.77283 3.26131
threshold=42.599563320500003 0.57600071855000012 40.742467179200005 40.878805547300004 41.792045663550006 43.19689381845 43.245737185650007 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.48101853240000009 0.47715637260000004 0.54317236010000014 42.773538294100007 43.022303514600004 42.541806567400009 0.48543456785000005 42.178283198950005 0.50579323975000012 0.51243974730000008 0.34545372890000009 0.35585760905000008 40.79983011445001 38.703421923500009 0.56369569775000017 0.55892039160000018 34.997818021800008 0.52468488970000016 0.53592706805000012 41.840895355800008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 -4 -5 7 -7 8 9 10 11 13 -9 -2 -15 16 17 21 -18 -20 -19 -1 -23 24 25 26 -21 -25 -29 -30
right_child=5 2 3 4 -6 6 -8 12 -10 -11 -12 -13 -14 14 -16 -17 18 20 19 23 -22 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=0.00027998346647288433 0.00135005396334718 -0.0015853435477974386 0.0023198361336259719 -0.0024566042077280594 0.00013032441916391313 0.0017088123728532922 5.546164681039143e-05 -0.0030972042766628499 0.0014164542705849951 -0.0022419023298709592 0.00099816867687892229 -0.0019863280370788078 -0.00052684547178154424 -0.0030041826840106968 0.00050326231629664088 0.0011431314163031351 0.00088420018104318644 -0.00059442206979721016 -0.0015601098115638145 0.00094294918617143602 -0.0030891585640231926 -0.0027545994484694616 0.00060807769808763224 0.00081890407303023135 -0.0017907863670208613 0.00168069076880002 -0.00045114516971723963 -0.00091828268357329798 0.00014630361702990755 0.0013821271193125892
leaf_weight=76.477747430093586 2.3381513059139341 4.1051768251636513 1.3174163983203468 1.4713123035035094 3.6522626057267189 2.332245295867323 83.347498385468498 1.6020685620605934 3.4888600669801226 3.5534610592294475 5.890471786260604 3.963708434253931 4.7142252522753552 0.84763803845271457 1.1086205122992394 4.6481396928429595 40.188718241639435 4.3450808941852292 4.7958697713911524 5.1201234292239048 2.6063955128192902 2.1050724346423517 1.7888248302042482 16.517198566347361 2.5462469357298678 2.5802936032414427 21.085804057540372 6.8021993534639469 39.989239647984505 9.8310854136943799
leaf_count=433 14 302 10 49 56 11 803 24 16 30 19 33 58 22 26 18 163 46 40 36 26 41 14 60 46 14 173 75 200 42
internal_value=0.000142308 0.0002169 -0.000624907 -1.27718e-05 -0.000612551 -2.37464e-05 0.000100467 -0.000410647 -0.000181688 -0.000496663 -5.8341e-05 -0.000811944 -0.00117879 0.000272004 -0.0010165 0.000253672 0.000236212 6.94803e-05 0.000333628 0.000131128 -0.0015298 0.000207805 -0.00120981 0.000208765 -0.000156638 -1.20914e-05 -0.000178767 0.000365301 0.000232982 0.00039017
internal_weight=365.161 251.974 10.5462 6.44099 5.12357 113.187 85.6797 27.5072 21.1909 17.7021 14.1486 8.25812 6.31629 4.29441 1.95626 241.428 236.78 87.3231 149.457 109.268 6.95148 80.3716 3.8939 104.472 31.3325 28.7862 26.2059 73.1397 56.6225 49.8203
internal_count=2900 1844 417 115 105 1056 814 242 160 144 114 95 82 62 48 1427 1409 560 849 686 72 488 55 646 269 223 209 377 317 242
is_linear=0
shrinkage=0.00192234


Tree=512
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 1 2 0 0 2 0 1 1 0 1 2 2 2 1 1 0 0 2 2 2 0 0 2 0
split_gain=0.954339 1.57476 1.54356 1.40409 1.31282 2.82043 2.44481 2.36653 2.18752 1.29458 1.39276 1.27614 2.04574 1.71797 1.94131 1.15438 2.14644 1.9502 1.81107 2.46285 1.77494 1.88565 1.62026 1.40493 1.05869 1.78994 1.12014 2.39777 2.58311 1.06838
threshold=0.39167988980000007 0.47727612945000003 0.53484925600000011 0.54475913895000005 43.968221017800005 0.39584144190000009 0.39458399450000009 44.215931556700006 0.53136133645000017 0.52898116820000018 40.337496327150006 0.54317236010000014 0.40621538280000008 0.4274273225500001 0.54095685760000012 0.4355408521000001 42.072181850200003 50.065525775750011 40.823855932350007 0.4211999641000001 0.43672345135000007 0.55411514625000013 0.56055207925000017 36.735256530150004 40.621691032550004 40.305698932850007 0.47778509625000004 0.47886290830000006 42.929886289700008 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 4 11 5 6 -2 -6 -9 10 -7 12 -4 14 -14 16 18 -18 19 -5 -17 -22 -23 -24 25 -3 -26 28 -28 -29
right_child=2 24 3 15 7 9 -8 8 -10 -11 -12 -13 13 -15 -16 20 17 -19 -20 -21 21 22 23 -25 26 -27 27 29 -30 -31
leaf_value=-8.9920445630134417e-05 -0.0012517830981338483 0.0003690409145115231 0.000941032725196161 0.00040263072374517941 0.0018513614622130169 -3.9476767167378336e-05 0.0012416107626356558 -0.002211172936030222 0.00054640343592547041 -0.0024931553177009536 -0.0024017137299519767 0.0011753208718376209 3.0791434814368129e-05 0.00082857535358709939 -0.0018366233118634716 0.0012367061380299314 -0.0024455125565291023 0.00038776718298284829 0.00067300429951005613 -0.001624311834559272 -0.0021584685356832211 0.00091040662836698941 -0.0022088564264755115 -2.8655301744328382e-05 0.00078702586027077964 0.0013815959064791745 -0.0025821669190606508 0.0010479623716123329 0.00036597523259087049 0.00010498597891822488
leaf_weight=56.481121125922073 2.8086448959074941 64.448048995807767 9.1047679577022844 4.5225038714706951 2.3322231397032729 2.7763764471746963 3.5753513891249895 1.9827589181950314 2.7420023716986179 3.7547819120809436 1.5589485927484927 7.3945353566668919 5.1940883528441173 3.8199496222659937 3.897780068218708 4.9231567531824103 3.4041708922013632 1.359992762096226 6.8560751192271701 5.1038664982188493 1.5935412310063828 7.577164899557828 1.2101270922576066 51.383524548728019 10.11343666911125 7.8319595158100119 2.7044655699282876 5.134223415516316 2.1212072558701038 75.176729468628764
leaf_count=575 53 284 38 39 11 38 13 85 15 53 33 32 26 18 23 19 56 19 30 67 11 34 169 645 35 34 37 19 11 378
internal_value=0.000118123 0.000198879 -1.21381e-05 7.81807e-05 -0.000504379 -0.000849215 0.00014464 0.000202892 -0.000610821 -0.00163348 -0.000888918 0.000456464 0.000215028 -0.000296914 -0.000769789 -4.8343e-05 -0.000454321 -0.00163672 -0.000112556 -0.000672047 8.10014e-05 -1.11183e-05 4.57513e-05 -7.88195e-05 0.000296245 0.000478757 0.000157747 8.29949e-05 -0.00128626 0.00016527
internal_weight=362.888 224.011 138.876 117.345 21.5311 14.4741 6.384 7.05698 4.72476 8.09011 4.33533 29.4111 22.0166 12.9118 9.09187 87.9341 21.2466 4.76416 16.4824 9.62637 66.6875 61.7644 60.1708 52.5937 167.53 72.28 95.2501 85.1366 4.82567 80.311
internal_count=2900 1373 1527 1226 301 190 66 111 100 124 71 137 105 67 49 1089 211 75 136 106 878 859 848 814 798 318 480 445 48 397
is_linear=0
shrinkage=0.002


Tree=513
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 0 0 1 2 0 2 2 1 2 1 1 1 1 1 2 0 2 0 2 2 2 1 0 0 0
split_gain=1.05024 1.82507 2.49113 3.22311 1.77684 2.32307 1.98535 1.71872 1.67256 1.57034 1.09568 1.02746 1.11857 0.995069 2.78773 2.34214 1.60281 3.84512 1.57455 1.38117 0.944949 2.40437 2.46778 2.6487 2.28177 2.49414 1.37033 1.33727 3.10825 4.40833
threshold=0.54511840960000013 0.4355408521000001 41.348489042950007 40.823855932350007 0.43672345135000007 0.55411514625000013 0.56055207925000017 0.43033142720000012 36.735256530150004 0.54317236010000014 38.771633980050005 49.39887334565001 0.42552618185000007 42.178283198950005 0.4211999641000001 0.41367024935000007 0.4274273225500001 0.40621538280000008 0.41808628485000005 42.34047585750001 0.47997065955000012 43.45354240915001 0.47760546090000006 43.061965423550006 44.015822920550008 48.852845034800005 0.34566330350000002 0.50300889195000009 0.52511900840000014 0.53321756835000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 7 -3 -6 -7 10 -8 13 -2 12 -4 16 15 19 17 -1 -19 -15 21 22 23 -21 26 -26 -22 -28 -29 -30
right_child=1 4 11 -5 5 6 8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 24 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.00027763027544709716 0.00050663247505868588 0.0012164475029209022 -0.0025212604265983656 0.0013357424919658379 -0.0023365281744367012 0.00096855137544380409 -0.0021655454328819317 -0.0023958267424443284 -1.5132487865559905e-05 0.00092828958688814692 -0.0010803827336839423 -8.0380160522866361e-05 -0.00077971461441369921 -0.0011706854403916614 -0.0018515968128696831 0.0014384936705535026 0.0015342395204599958 -0.00034504752256597819 -0.0022721240585913891 0.00010295369903995426 0.0011965697176801694 0.00016951302543635112 -0.0022868258196470474 -0.002677637064459931 -0.0010832439878867388 0.00097241114105304886 -0.00016163225092071919 0.0014095472045013557 -0.0024702883205091983 0.00077663663546482609
leaf_weight=158.87994026145316 3.3818070865236241 5.0035758819431058 3.6412789840251198 4.2969016134738913 1.5908160246908654 8.1051250072196108 1.4277008833596472 1.8898820583708582 53.49218820524402 10.462500751018522 3.3092250116169453 1.6158058741129933 2.3222071900963783 3.7903400189243248 3.0383177765179417 4.4913125261664382 3.6293148212134829 3.4464302292326456 3.0931116966530681 7.9065661923959834 7.4662332236766806 23.809139924589545 3.4989376440644255 1.5803599338978527 8.6653930749744159 3.0743146552704266 14.9698778167367 9.1305133178830165 2.4192691016942254 4.79200679063797
leaf_count=915 44 19 53 13 11 34 169 33 645 44 25 26 14 36 77 19 15 25 21 83 23 184 37 50 103 23 64 37 39 19
internal_value=0.000123479 -6.05342e-05 -0.000575415 -5.04878e-05 9.07593e-05 3.5908e-06 6.26578e-05 -0.000744644 -7.10348e-05 0.000183071 -0.000278267 -0.00146731 -0.00184309 0.000153944 -2.56681e-06 5.62018e-05 0.000245261 0.00021698 -0.00125653 -1.19442e-05 3.8358e-05 -0.000200656 -0.000879347 -0.000360245 0.000212446 -0.000544923 0.000441734 0.000261744 0.000649577 -0.000312655
internal_weight=368.22 90.0765 20.4571 12.8778 69.6194 64.6158 63.025 8.58091 54.9199 278.144 6.69103 7.57929 5.96349 267.681 98.6326 95.5943 169.049 165.419 6.53954 91.103 87.3126 36.795 12.9859 9.48693 50.5176 11.7397 38.7779 31.3117 16.3418 7.21128
internal_count=2900 1086 208 115 878 859 848 102 814 1814 69 93 67 1770 794 717 976 961 46 698 662 354 170 133 308 126 182 159 95 58
is_linear=0
shrinkage=0.00196078


Tree=514
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 0 2 2 0 0 1 1 0 1 1 0 2 0 2 2 0 0 2 1 1 2 2 0 0
split_gain=1.4679 2.23279 1.32362 0.984205 1.68621 0.919044 0.90843 0.860811 2.38968 1.44394 4.03073 1.07405 1.94626 2.37146 1.82656 1.41971 1.53345 4.20468 1.14256 1.02308 2.6293 1.59521 2.51036 0.991913 0.837018 1.47381 1.57123 0.80066 1.189 1.82379
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 40.621691032550004 40.305698932850007 0.34524415440000006 0.52366695610000014 43.162556114600001 43.57842012870001 0.5089817670000002 0.53321756835000012 0.34530403280000005 0.34479506600000004 0.48218616210000004 0.34515433670000012 0.34545372890000009 0.48041974790000003 41.811877919650009 0.48140774230000011 42.801286935650005 42.428475018400007 0.50449088350000015 0.48543456785000005 44.086690780350004 0.34527409360000011 0.34988473400000003 39.749124837650008 39.344049039350004 0.50109278165000015 0.51243974730000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -1 -3 11 -9 23 -11 12 -5 14 -14 -13 17 -17 -18 20 21 22 -20 -10 -4 -26 27 28 -27 -30
right_child=1 6 3 7 -6 -7 -8 8 9 10 -12 15 13 -15 -16 16 18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=8.4223515542104988e-05 -0.0021040757154223233 -0.0010756595040392687 0.00088461246361984781 0.00057900984030008257 0.0013029954526704985 -0.00055204653099761832 2.7925583497970208e-05 0.0013145925846582325 -0.00019984482987030935 -0.0024453380130849589 0.00067287203819191971 0.00099158607144283909 -0.0022107861495961369 0.00041600372902599834 -0.00038420908628326444 0.00084333068111820805 0.0010020729339363186 -0.0021827562501950124 -0.00084264776027238929 -0.00067302669120950474 0.0011525932580048327 -0.0012223490839619983 0.00075441569104210747 0.00083289229598849739 -0.00058666164594480821 0.00079195864151488293 0.0011329638724394233 -0.00047294190336540694 -0.0007821689072551939 0.00040010349555754114
leaf_weight=45.159045626991428 1.8039239183999587 2.7022538939490905 9.7009177356958372 5.5901711806654957 7.7412284649908534 9.8159614935866539 135.31815103559347 8.2143198996782321 5.3398237600922611 2.5793795306235543 3.4309605099260807 7.0332497209310523 4.2367057092487794 3.9678007438778877 3.5941676869988441 3.0747537128627291 5.7205976545810691 3.4731134045869112 5.7087299376726248 5.2496440559625617 7.8488728106021872 3.884572207927703 9.0183886066079122 8.6616062764078361 6.135895997285842 13.136457549408076 8.4498926103115064 4.9115235432982436 6.3173732087016132 17.397081341594458
leaf_count=428 56 75 35 21 34 147 1396 27 22 48 15 29 31 15 19 12 19 35 26 30 28 30 36 37 30 53 35 24 32 75
internal_value=0.00013079 -2.09081e-05 0.000224898 0.000306927 0.000470822 -2.93845e-05 6.31887e-06 0.000181767 0.000458678 0.000107346 -0.00066533 6.74977e-05 -0.000336996 -0.000770997 -0.00137243 0.000205381 7.96477e-05 -0.000761763 0.000226838 8.69836e-05 0.000237766 -0.000148033 0.00013534 0.00043903 0.000373288 0.000285258 0.000391806 0.000241845 0.000337113 8.5154e-05
internal_weight=365.217 139.824 225.392 170.417 73.7904 54.975 138.02 96.6269 28.2261 20.0118 6.01034 68.4008 17.3888 11.7987 7.83087 51.0119 43.9787 6.54787 37.4308 31.7102 26.4606 18.6117 14.7271 14.0014 66.0491 56.3482 50.2123 41.7624 36.8509 23.7145
internal_count=2900 1527 1373 798 318 575 1471 480 149 122 63 331 86 65 50 245 216 47 169 150 120 92 62 59 284 249 219 184 160 107
is_linear=0
shrinkage=0.00188464


Tree=515
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 0 0 0 2 1 0 0 0 1 0 1 2 1 1 0 1 2 1 2 2 0 1 2 2
split_gain=1.52579 1.15007 1.65817 3.05036 1.94193 2.74178 1.48682 1.39451 2.02625 1.32267 1.96451 1.62128 1.28908 1.21419 1.1919 1.15307 1.05809 0.993046 3.14761 6.61839 4.98444 3.51987 1.4584 0.846837 0.81324 3.3828 2.50406 1.31827 2.25685 3.90185
threshold=0.30560462260000004 0.39078171310000004 0.52646627350000019 40.305698932850007 0.52428071015000011 0.51243974730000008 0.52511900840000014 0.48543456785000005 0.48368312325000012 43.45354240915001 0.34587287805000005 0.50749977545000013 0.48181192180000004 0.52161611930000007 0.39167988980000007 0.51589772760000019 0.3453339720000001 37.797539186950011 0.37138109635000011 0.37852160115000005 0.50300889195000009 0.35319301815000009 42.622319549950006 0.39410496695000002 42.178283198950005 42.686561923500008 0.47760546090000006 0.34515433670000012 40.259171735100004 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 7 8 12 10 -9 -11 24 17 -4 -13 -14 -12 20 -20 21 22 -19 -16 27 26 -26 -2 29 -29
right_child=1 2 14 4 -6 -7 -8 9 -10 11 13 15 16 -15 23 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0020078170347864995 -1.2052151804258172e-05 -0.0026775896189941378 0.0014184381591960987 -0.0020267034945224641 -0.0022168505484515834 0.0015075419104910236 -0.00082190428842346245 0.0014287364613570362 -0.0011023091486298538 0.00030357633831688097 0.00062625931143509689 -0.00025961396347840004 0.0013643484607741387 0.00097039559221516892 -0.0010833654004471238 -0.0026843657879317829 0.00028752590354938788 0.00081458010001787731 -0.0027477465187377074 0.0002760348393970938 0.0016383878509766223 -0.0015977007404799244 -0.00055701258174542501 4.9100988110212604e-05 -0.0003792703855728728 0.0001471312791440285 -0.002526266087320885 0.00086085586200462447 0.00085717146384926759 -0.0017884397084383637
leaf_weight=1.1828361654188473 34.796961655607447 2.2807129905559114 2.2285349257290354 1.0635061832144859 1.1489565374795345 2.9210234542842954 4.7414313592016688 7.427723914384841 4.6431485898792735 5.6037482246756536 21.228712260723114 1.4125400651246312 5.3696271106600753 11.476912381127475 2.3887932067736974 1.3743684887886045 8.1763398274779302 8.771510832011705 3.7746488414704791 8.0631594061851484 8.7864799723029119 4.2390053048729888 4.0133430808782569 128.96663245391392 5.1117780786007625 37.112770718405955 3.0993718029931188 4.4305909226532121 20.961329777725041 3.5620188731700182
leaf_count=91 239 46 7 45 32 33 37 25 24 27 83 14 17 42 36 26 30 38 37 30 39 25 19 1351 40 267 39 45 92 24
internal_value=0.000129166 0.000136203 3.5445e-06 -0.000863981 -5.82277e-05 0.000564221 0.000221935 0.000245123 0.00011977 0.000430252 0.000506941 -0.000280652 0.000166045 0.000409621 5.1694e-05 -0.00145538 0.000714379 0.000300309 0.000116514 -0.00068814 0.000485566 -0.000109437 0.000384018 2.85063e-05 9.79473e-05 -9.50521e-05 -0.00118967 0.000235161 0.000532263 -0.00031984
internal_weight=360.359 359.176 140.998 7.4142 5.13349 3.98453 218.178 213.436 127.264 86.1722 77.7815 8.39066 122.621 70.3538 133.584 2.78691 13.546 58.8769 37.6481 11.8378 25.8103 17.0239 12.7849 131.355 109.075 45.3239 8.21115 63.7509 28.9539 7.99261
internal_count=2900 2809 1550 156 110 78 1259 1222 817 405 338 67 793 313 1394 40 47 271 188 67 121 82 57 1387 746 346 79 400 161 69
is_linear=0
shrinkage=0.00188464


Tree=516
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 2 2 1 2 1 0 0 2 0 0 2 2 1 1 1 2 0 1 2 0 2 2 0 1 2
split_gain=1.56078 2.55607 2.05798 4.15615 2.13153 1.94732 1.51191 3.2078 1.73959 4.67433 3.1524 3.83096 2.26098 1.49938 1.41439 1.93339 1.38291 1.37874 3.88812 3.52905 1.63854 1.55297 2.08363 1.34667 1.07109 1.67501 2.94409 2.94389 4.23774 2.89813
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.259171735100004 0.41262237660000006 49.842240509300005 44.157169339850007 0.41865513010000005 47.833738492450003 0.41367024935000007 0.48140774230000011 0.47760546090000006 44.758188263300006 0.55980359870000018 0.43780126340000008 41.558544840500012 43.874475754150005 0.41917906650000009 0.40621538280000008 0.41753240920000007 41.590548329450009 0.54317236010000014 0.42067602765000006 48.988717865950008 0.48041974790000003 41.872669623500009 41.755948821900006 0.47470135625000004 0.34632196640000007 42.428475018400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 14 8 9 10 11 12 -8 -3 15 -1 17 18 24 -20 21 -19 -23 -10 25 26 -16 -27 29 -29
right_child=1 13 5 -5 -6 -7 7 -9 23 -11 -12 -13 -14 -15 16 -17 -18 20 19 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=1.2789068589868439e-05 0.00091371392226752106 0.00074295073305176396 -0.002375266339958848 0.0012753345537804849 -0.002226323989963933 0.0001467816055054047 -0.0029427653133124051 -0.0023570977398544909 0.00080141925592727519 0.0020319459993891217 -0.0020281540325114309 0.0016535288485032408 -0.00028323776702569208 -5.5440141141639301e-05 0.00010202403825280049 -0.0021129171504655347 0.0010013927611581025 -0.00051168297156120276 -0.0026101063518194755 3.385065198509388e-05 0.0014953601917889656 0.0015401873236232375 -2.6829472940227017e-05 -0.00034621317127683571 0.00034304731864202696 0.00092383458041799622 0.0017217347451872202 -0.0027625001553904299 0.001700621483922979 -0.00068610869318674785
leaf_weight=5.9868014279927575 1.0068864114582519 9.6769304350018484 4.1422766493633389 3.5862643606960773 3.2345139228273183 1.4744672230444846 1.6170690045692042 2.2270042027812442 10.773444134742023 2.2770424839109173 5.2492919014766803 2.7540731951594353 3.8117081457749009 61.155447256751359 40.49133189895656 2.03678646706976 9.0238491324707848 4.945186614058918 3.2572440467774859 3.9891300834715366 6.4176435703411689 5.9202039539813978 6.1394705697894096 5.4785449202172449 140.76070760563016 4.8313057534396675 4.4212099928408852 2.9904097225517061 2.1957454495131961 11.843921353109179
leaf_count=109 6 42 56 12 72 21 28 63 42 8 86 7 43 832 218 115 38 29 40 18 27 17 25 45 703 33 13 35 7 110
internal_value=0.000136352 -8.93598e-05 -0.000842727 -0.000218122 -0.0014809 -0.0017132 0.000202073 -0.000170113 -1.77271e-05 -0.000464943 -0.000888221 -0.000156954 -0.00107543 5.36339e-05 0.000251923 -0.000526821 0.000277197 0.000249762 0.000202412 -0.00115461 0.00068395 0.000377724 0.000742433 0.000414552 0.000249795 5.32165e-05 0.000261469 -0.000374622 -0.000742985 -0.00110468
internal_weight=373.716 84.2768 13.4444 7.82766 4.2414 5.61674 289.439 34.1882 31.9612 15.7092 13.4321 8.18285 5.42878 70.8324 255.251 8.02359 247.227 238.204 214.781 7.24637 23.4225 17.0049 12.0597 16.252 207.535 66.7739 44.9125 21.8614 17.0301 14.8343
internal_count=2900 1041 167 90 78 77 1859 322 259 172 164 78 71 874 1537 224 1313 1275 1177 58 98 71 42 87 1119 416 231 185 152 145
is_linear=0
shrinkage=0.00188464


Tree=517
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 1 1 1 2 1 0 2 2 2 1 2 0 2 0 0 2 1 2 1 2 1 0 0 2
split_gain=1.05242 0.647901 2.09441 1.68694 3.36357 2.01325 1.8636 1.05374 1.16452 1.5735 1.29502 2.38358 1.97665 1.81291 1.75755 1.26991 1.68833 1.66481 2.25478 1.64064 1.4554 1.02322 2.75352 1.74581 1.72263 1.62652 4.21314 3.12766 3.96065 2.2475
threshold=0.50064369330000014 0.54910032635000017 0.4355408521000001 41.169697216150006 40.259171735100004 50.065525775750011 0.41808628485000005 0.43672345135000007 0.44286099220000008 41.093509583400007 0.45206730335000006 0.57161462230000015 40.922041107600009 44.710446918150005 42.674081447500008 0.45772581660000006 39.091773401050006 0.56424957340000015 41.792045663550006 0.62143349005000015 0.56915960600000015 44.157169339850007 0.41865513010000005 43.874475754150005 0.42440346100000009 47.833738492450003 0.41367024935000007 0.48140774230000011 0.47760546090000006 44.758188263300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 4 6 -5 -3 -4 9 -9 11 -10 -13 14 15 16 -12 -17 19 20 -19 23 25 24 -1 26 27 28 29 -23
right_child=-2 2 7 5 -6 -7 -8 8 10 -11 13 12 -14 -15 -16 17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014805724413385928 -0.00069428347996287009 0.00072599703257540411 0.00097863860443370078 -0.0022589561694329303 0.0011705087334833845 0.00038846027012471554 -0.0021402282583882571 0.00034041466335934172 0.0011689062017551887 -0.0012508278270498547 9.7201986112175918e-05 0.00097494353282688866 -0.0016635649781054686 0.00056304480264933075 -0.0015895837451494778 0.0012983828361007915 -0.0018366706050871658 -9.3751290637278937e-05 0.0010068306999982996 0.00073139417535639044 -0.0021732907814868349 -0.0028892672972123936 -0.0022532546279631959 0.0010027326416733211 0.00092031973082803249 0.00041398178672438215 0.0019370729877925916 -0.0019578234514450411 0.0016797051492296526 -0.00028198908447104264
leaf_weight=232.46285654057283 5.3605995823745607 1.0737865990959092 4.4767049700021735 3.651338953524828 3.4509765468537807 1.3407210661098359 2.7780465329997241 3.6872507976368052 9.2145169302821142 4.9962845891714096 3.2652123828884276 1.6838726194109761 2.2842902224510908 11.765857718884943 3.2420395836234084 3.471567233093082 2.9189886376261711 1.8671893831342439 3.5253936685621738 1.7096033257548695 2.9870195862604305 1.5731698041781799 1.9678763148840506 9.1553949462249857 10.297812553122638 15.978184158448128 2.2145667430013409 5.0738650858402243 2.7864663526415825 3.9951213365420699
leaf_count=1435 360 15 18 58 12 19 63 27 30 32 28 22 31 75 36 15 28 14 19 32 107 28 63 53 49 87 8 86 7 43
internal_value=0.000118356 0.000130494 -2.43469e-05 -0.000720145 -0.000154282 -0.00154794 -0.0013412 0.000115675 4.7443e-05 -0.000575146 0.000160225 0.000653321 -0.000543925 -2.68192e-05 -0.00032874 -0.000121715 -0.0008156 0.000194722 -0.000185034 -0.000825179 -0.00137339 0.000170297 -0.000132627 0.000210687 0.000180816 -6.55386e-07 -0.000424172 -0.000813574 -0.000118669 -0.0010186
internal_weight=364.257 358.896 73.3907 12.2949 7.30281 4.99206 3.85183 61.0958 56.6191 8.68354 47.9356 13.1827 3.96816 34.7529 22.987 19.745 6.1842 13.5608 10.0892 6.56381 4.85421 285.505 33.5892 251.916 242.761 31.6214 15.6432 13.4286 8.35476 5.56829
internal_count=2900 2540 681 167 90 77 78 514 496 59 437 83 53 354 279 243 56 187 172 153 121 1859 322 1537 1484 259 172 164 78 71
is_linear=0
shrinkage=0.00184769


Tree=518
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 1 2 2 1 2 0 1 1 2 2 2 2 1 0 0 1 1 1 1 0 1 1 0 2 1
split_gain=1.86526 2.69252 2.25304 1.60382 3.1431 2.35891 2.12711 1.73923 4.20018 2.95555 1.5457 2.52252 1.68801 1.44561 3.32486 1.44024 1.36425 1.46361 1.28811 4.1533 1.63038 1.27133 2.58318 1.26901 1.25937 1.52734 1.17334 1.48487 3.93473 2.28086
threshold=0.39078171310000004 41.919251152600005 0.53136133645000017 0.51589772760000019 0.34632196640000007 0.34608245260000009 43.968221017800005 42.988308018450006 0.34581299960000006 43.061965423550006 0.47694679800000012 0.34542378970000004 0.34503457980000002 44.215931556700006 43.968221017800005 42.654057868200006 38.238138001450004 0.39658992245000008 0.54910032635000017 0.55240861050000023 0.42194844465000009 0.39458399450000009 0.39584144190000009 0.3447052483500001 0.47694679800000012 0.34446573455000007 0.34560342505000002 0.47997065955000012 43.968221017800005 0.34446573455000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 13 4 5 7 -5 8 10 -9 23 12 -12 14 15 21 17 -4 -18 -20 -21 -2 -23 -3 25 -1 27 28 29 -11
right_child=2 3 16 6 -6 -7 -8 9 -10 26 11 -13 -14 -15 -16 -17 18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00021218935110825808 -0.0011874858436413493 -0.0010704800049318867 0.0010587470647167028 0.00019032859536307703 0.00052965853311096327 -0.001804527161147664 -0.0019275862063543002 0.0019518153032287765 0.001125153959350656 3.2882778156531094e-06 -0.0010245380681226306 -0.00034896178448566199 -0.0028748848929427018 -0.0019644253680941473 0.0016760219899542384 -0.0021254273370475293 0.00037419667253829771 -0.00066989413104970102 -0.0024421187767175558 -0.0011781630265680185 0.00012325197544743648 0.0011089892877152298 -0.00087329914085503989 0.00051727185173206598 0.00046453147856020797 -0.0010753341665660622 -0.00090556928708933392 0.0010180243476707593 0.00034416682642036646 -0.0028150270906732869
leaf_weight=15.873920866055416 5.148468083702034 2.7514109618496212 1.7667777873575676 2.9370681867003432 29.564428543439135 2.7102778516709796 3.0475753434002399 2.6929389489814666 4.1866347268223754 1.5039369810838352 2.935893474146722 5.4253606107085943 3.3060124646872282 2.1071928739547721 2.1247251331806174 1.9358586035668839 43.343844525981694 12.295867807042667 2.1562067111954084 3.1866645300760856 64.259458122833166 3.4805273674428445 5.1284138257615268 3.7536265878006816 117.63912322930992 3.5570779613335608 3.8619591752067199 4.9128697644919148 14.241324011934919 2.2768006809055805
leaf_count=155 59 53 7 15 152 18 45 11 15 48 17 31 28 86 10 38 197 336 28 49 660 12 68 34 472 76 27 17 105 31
internal_value=0.000137737 0.000238587 -1.81893e-05 1.278e-07 6.33233e-05 -0.000189374 -0.000888183 -0.000104946 -0.000478496 0.000178277 -0.000847953 -0.0012347 -0.00200457 -0.000573413 -0.000408909 -0.00069119 6.89145e-05 -0.000452714 0.000133861 -1.58043e-05 6.17633e-05 -0.000489373 -7.18755e-05 -0.000154294 0.000395347 -2.35073e-05 4.59186e-08 0.00015254 -8.33933e-05 -0.00169393
internal_weight=374.112 227.178 146.934 90.1081 84.1235 54.559 5.98464 51.8488 22.3589 29.4898 18.1723 11.6673 6.24191 19.9252 17.818 15.6933 127.009 14.0626 112.946 69.6023 67.4461 13.7574 8.60894 6.50504 137.07 19.431 26.7969 22.9349 18.0221 3.78074
internal_count=2900 1350 1550 647 587 435 60 417 178 239 163 76 45 273 187 177 1277 343 934 737 709 139 80 87 703 231 228 201 184 79
is_linear=0
shrinkage=0.00177594


Tree=519
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 2 0 0 1 2 2 2 0 0 0 0 1 0 0 1 1 1 2 2 1 2 1 1 1
split_gain=1.86728 2.61789 1.97404 2.27061 1.62965 1.70992 1.70358 1.58667 1.56688 1.97269 1.54381 3.52794 1.37969 1.27774 1.9325 1.52092 3.20132 1.49042 2.65967 1.25055 1.19771 2.32619 1.10988 2.3152 1.5822 2.01834 1.47787 1.34822 1.02698 1.0191
threshold=0.39078171310000004 0.53136133645000017 41.621607100200002 0.38398550940000004 0.54475913895000005 36.735256530150004 40.380906245900007 0.54191491270000014 0.46928235680000008 0.33960061075000009 44.215931556700006 43.968221017800005 42.654057868200006 0.48759019190000008 0.49128768600000011 0.50300889195000009 0.50482021495000018 0.37982395740000008 0.51017933595000009 0.48368312325000012 0.39458399450000009 0.39584144190000009 0.43590012275000006 42.072181850200003 40.823855932350007 0.4211999641000001 50.065525775750011 0.43672345135000007 0.36000419150000007 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 8 13 6 -6 -3 -8 9 -1 11 12 20 19 -15 -16 -17 18 -18 28 29 -22 23 24 25 -7 -25 -24 -4 -2
right_child=1 4 3 -5 5 22 7 -9 -10 -11 -12 -13 -14 14 15 16 17 -19 -20 -21 21 -23 27 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00022891949002947423 -0.00061646900889163647 -0.00010784481326035222 -1.167731230645856e-05 -0.0016038244457755452 -0.0014369632309722683 0.00037591274468933207 0.00037959333899351475 0.0014250707056523372 0.00050003947545361027 -0.0015088310771071485 -0.0021437104549818791 0.0018504861406029014 -0.0023084766601208432 0.0015973275936633472 -0.00037530127397067306 0.0021556489597324949 0.00072818537223045263 0.0011758321253326782 -0.0017292302618642113 -0.00087460238247964858 0.0010697173784317692 -0.00096309658996904929 0.0011695861804335652 -0.0023120598376809801 0.00064618520828019547 -0.0014843200093453636 3.4719334859921229e-05 4.4070621547773309e-05 0.00092502072781761816 -0.002352436332399707
leaf_weight=9.5251884330064041 3.2030769698321881 14.321648390963672 60.859160674968734 2.9294039811938992 3.1969602350727646 4.1497002467513102 16.037072714418176 8.0605607442557794 110.3944790866226 3.2335322797880499 2.2927850412670514 2.1354506425559512 1.9222211549058545 4.6525336280465153 8.9920475184917468 3.7408307790756217 3.3670331984758359 3.0100410580635071 3.1503038806840777 5.824414584785699 3.5288586840033513 5.0673763789236546 4.2025489658117285 3.2184961885213843 6.864654589444398 4.4847332946956158 1.4332070858217774 61.305765101395082 4.65631109336391 2.0491299713030457
leaf_count=107 18 78 477 24 210 24 81 29 463 68 86 10 38 14 41 15 18 13 47 28 12 68 14 56 30 51 19 685 35 41
internal_value=0.000152419 -1.56025e-05 0.000262873 6.39298e-05 8.64301e-05 -5.66028e-05 0.000417236 0.000729301 0.000426325 -0.000211491 -0.00065852 -0.000468349 -0.000782335 0.000113654 0.000470569 0.00023507 0.000648727 5.70489e-05 -0.000459663 -2.09915e-05 -0.0005705 -0.000128602 -5.0851e-06 -0.000399618 -4.26487e-05 -0.000590294 -0.00158901 0.000116276 5.48956e-05 -0.00129375
internal_weight=371.81 147.474 224.335 101.182 127.275 88.8561 38.4193 24.0976 123.153 12.7587 20.1989 17.9061 15.7707 98.2527 26.9128 22.2603 13.2682 9.52738 6.51734 71.3399 13.8484 8.59624 85.6591 20.1508 15.4991 8.63443 4.6517 65.5083 65.5155 5.25221
internal_count=2900 1550 1350 712 1277 1089 188 110 638 175 273 187 177 688 148 134 93 78 65 540 139 80 879 180 105 75 75 699 512 59
is_linear=0
shrinkage=0.00192234


Tree=520
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 1 1 1 0 0 0 0 2 2 0 0 1 1 1 0 2 2 2 1 1 0 2 1
split_gain=1.45098 1.80688 1.77679 1.61258 1.35698 1.13911 1.29125 2.55344 1.72391 2.32985 4.68088 1.78821 1.4932 3.63569 1.52709 4.30875 3.13002 2.53876 2.64212 1.40095 1.48841 1.25426 1.92677 0.961846 1.4624 2.44033 0.953362 0.950888 1.26948 1.09573
threshold=0.39167988980000007 0.39458399450000009 0.47727612945000003 0.53136133645000017 0.34524415440000006 0.52366695610000014 0.39584144190000009 0.39971857130000005 0.40621538280000008 0.41640968835000008 0.52772372085000019 0.53321756835000012 0.54017843775000018 0.54095685760000012 40.580626202750004 40.380906245900007 0.54475913895000005 0.57507260265000015 0.42829556000000008 0.49091344570000006 0.49242537650000007 0.53484925600000011 37.858673296900008 38.386256906100009 33.680680957850008 0.44751654140000008 0.39971857130000005 0.42314601355000009 37.572218886150004 0.34500464060000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 27 26 -7 21 -9 10 -10 -11 -13 -14 15 17 -16 18 -15 -19 -21 22 -8 24 -20 -26 -3 -1 -29 -30
right_child=1 5 -4 -5 -6 6 7 8 9 11 -12 12 13 14 16 -17 -18 19 23 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00036769323183814036 -0.0023353987875434907 7.6675880202076068e-05 0.00032699071826117058 -3.4132363374837297e-06 -0.00068580859020066708 0.0010705654851239667 0.00030819736796017819 0.00089696230628562019 0.0014556369400969495 0.0018441029799315892 -0.0024684296082887734 -0.00098580020111652773 0.0023570724773204891 -0.00094017497785044244 0.0014579182079094077 -0.0038105598174881365 5.9127172755157244e-05 -0.0022827210005479511 0.0015019800157480708 0.0020128292229222994 -0.0020136028893586841 -0.00013036044879356247 -0.0023198853898061191 0.0007244199583801166 -0.0024924680378234205 0.00040816814910631186 -0.0021510617898862212 0.0011401405265750045 -8.1415327255574113e-05 0.00094543574671739506
leaf_weight=13.344464223133398 2.4201084482483557 1.3104529958218329 172.64018995501101 2.1554588349536061 11.090843221871181 4.5362141020596018 1.4782449509948472 9.2205130169168097 1.7026213025674213 2.1613119903486213 3.727186172734946 5.1636752337217322 2.6601134836673728 7.3901472762227121 6.8964451178908339 1.2983418388757844 56.851714260177687 3.0533472109236746 1.45708613842726 0.73455574107356347 0.67948315749526955 3.825915202498436 3.9078769646584988 13.616725729778407 1.8554464401677249 2.7947743088006973 1.6923900288529692 5.214363317936658 24.084261649288241 4.7898555845022193
leaf_count=236 58 10 798 20 147 21 17 44 7 30 65 34 6 54 23 15 546 130 17 5 156 25 58 62 40 21 63 25 146 21
internal_value=0.000130951 -2.46035e-05 0.000226902 -0.00123685 -6.83497e-05 1.55857e-05 4.2152e-05 6.39736e-06 8.20006e-05 1.49338e-05 -0.00123796 7.87438e-05 4.22151e-05 9.5679e-05 3.34242e-05 -0.000309801 0.000210452 -0.000165882 5.97771e-05 -0.00153549 7.80219e-05 -0.000988813 -0.0015986 0.000434436 -0.000212105 -0.000749191 -0.00117887 7.60254e-05 0.000249726 8.89264e-05
internal_weight=373.754 142.59 231.164 4.57557 58.5238 138.015 135.012 130.476 121.263 112.043 5.42981 106.613 104.452 99.2882 96.6281 32.8799 63.7482 31.5816 27.1142 4.46739 1.41404 9.21204 5.38612 19.724 6.10731 4.65022 3.00284 47.4329 34.0885 28.8741
internal_count=2900 1527 1373 78 575 1449 1376 1355 1255 1211 72 1139 1109 1075 1069 500 569 485 194 291 161 100 75 140 78 61 73 428 192 167
is_linear=0
shrinkage=0.00196078


Tree=521
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 0 2 1 1 1 0 1 1 1 0 1 1 1 2 1 1 2 1 0 2 2 1 1 0
split_gain=0.245817 1.44996 0.886105 1.88687 1.66347 1.11324 1.61637 1.07191 1.77685 1.77792 2.46987 0.897046 0.718231 1.66916 0.708765 1.91196 1.12757 0.964412 0.723898 3.00349 0.796564 1.66457 1.38287 2.21008 0.916615 0.690273 2.65044 1.26647 1.56787 1.93997
threshold=0.54475913895000005 0.54317236010000014 0.4355408521000001 42.072181850200003 50.065525775750011 0.43672345135000007 0.55411514625000013 40.823855932350007 0.4211999641000001 0.42829556000000008 0.43033142720000012 0.56055207925000017 0.44489685935000006 0.43887907550000005 0.41865513010000005 0.54017843775000018 0.4211999641000001 0.41753240920000007 0.40621538280000008 43.968221017800005 0.39971857130000005 0.39584144190000009 36.82350895510001 0.3982365797500001 0.53839705400000015 41.558544840500012 40.878805547300004 0.44578006650000007 0.46208197360000008 0.56323163980000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 7 -5 -4 -7 8 -2 -10 -11 -8 13 -13 17 16 -16 18 20 -20 21 -1 -23 -24 -22 26 27 -14 -29 -30
right_child=2 -3 5 4 -6 6 11 -9 9 10 -12 12 25 -15 15 -17 -18 -19 19 -21 24 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0016572960439616004 0.0067298462724281003 0.020882058560353009 0.022078521209298894 -0.051413734503489621 0.011057756517803019 -0.043813390161947671 0.015567069749537248 0.011286371307240445 -0.074532294813016015 0.024203615694442099 -0.054694110179125219 0.0054325920640662176 0.059227704752023894 -0.040525288164034272 0.0045307121483608367 0.0025756533510557893 -0.055217967780731153 0.022605237454653468 -0.058809079865312489 0.013361775450254212 0.001600545176289049 0.019102878313288493 -0.050529242278385039 0.00071816510355206112 0.032909594660327508 0.0054352570236115049 -0.062305799140944619 -0.016710780342806576 0.054164584635479789 -0.0016182308349000564
leaf_weight=203.71188772535243 4.4174273665994424 6.7831838275305918 4.3340832982212296 2.9633511621505013 1.0410378756932912 1.5016678171232332 6.5945857036858788 6.1470704637467852 1.2446649693883953 1.4926721057854595 1.3802928833756594 3.1777507252991191 0.61169000447261979 2.5946057396940887 0.78079182282090043 6.2648812951520085 2.1235218863585033 3.8163554165512314 1.7654570612357918 2.5441585921216756 3.7576579442247739 1.4236078355461348 3.3702326212078333 2.7719699377194047 3.0715991780161858 23.323237419041106 1.3841732210566977 7.1503960803820501 1.5268957838416097 4.3005756593884144
leaf_count=1447 42 33 19 61 19 11 34 30 16 17 34 21 5 32 5 28 84 15 22 29 32 13 66 18 11 357 39 82 4 274
internal_value=0.000844164 0.00150341 -0.00127936 -0.00930469 -0.0351728 0.00137491 -0.00034521 -0.00224946 -0.0119982 -0.0320897 -0.0137022 0.000943178 -0.00124516 -0.0152249 0.000945009 -0.0106425 -0.0391552 0.00141465 0.00105105 -0.0162034 0.00139198 0.000930062 -0.018651 -0.0274013 0.0156824 0.000861959 -0.00626146 -0.000553024 -0.00337069 0.0129978
internal_weight=317.371 242.185 75.1862 18.6865 4.00439 56.4997 52.1656 14.6821 8.53506 4.11763 2.87296 50.6639 44.0693 5.77236 235.402 9.1692 2.90431 226.233 222.417 4.30962 218.107 211.278 7.56581 6.1422 6.82926 38.297 14.9737 13.5896 12.9779 5.82747
internal_count=2900 1803 1097 219 80 878 859 139 109 67 51 848 814 53 1770 117 89 1653 1638 51 1587 1544 97 84 43 761 404 365 360 278
is_linear=0
shrinkage=0.0425139


Tree=522
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 2 0 0 0 1 2 2 2 2 2 1 1 0 0 0 1 1 1 1 0 0 1 2 1
split_gain=1.35723 2.26434 2.11948 2.73379 1.82482 1.78556 3.78403 2.28258 2.67959 1.57885 2.10906 1.29859 1.49077 1.30447 1.25691 1.02459 1.64307 1.67717 0.994184 1.47055 1.32345 1.33564 0.989943 2.10568 2.68388 1.87029 1.97634 1.17349 3.31296 2.82733
threshold=0.39078171310000004 41.621607100200002 0.51589772760000019 0.50300889195000009 0.50482021495000018 0.52646627350000019 40.305698932850007 0.52428071015000011 0.51243974730000008 0.46928235680000008 0.33960061075000009 38.238138001450004 37.962710038050005 38.386256906100009 43.968221017800005 39.468990633150007 0.33263974130000007 0.31810424840000007 0.49678153350000009 0.48759019190000008 0.48368312325000012 0.36000419150000007 0.39971857130000005 0.40367054880000008 0.41367024935000007 0.53321756835000012 0.53839705400000015 0.39584144190000009 41.621607100200002 0.3925780665500001
decision_type=2 2 2 2 2 2 2 2 2 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 18 -5 6 -2 8 -8 10 15 12 -7 -13 -4 16 17 -1 19 20 21 -3 27 -24 -25 -26 -27 28 -15 -30
right_child=5 2 14 4 -6 11 7 -9 -10 -11 -12 13 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-1.1198338454416212e-05 -0.0027954717475612164 -6.8551488772978744e-05 -0.00024662960592122004 0.0020390404571288315 0.00036360048284529809 -0.00028537447427345397 -0.0020608609814903637 -0.0022605264032565884 0.0016999325257114884 0.00047907290136651781 -0.0015825279582485044 0.0013651260089919428 -0.0024145347452343411 0.0018074305368221497 -0.0019913187466956798 0.00096967996947073252 0.0012070550375091814 -0.0026420962373566231 -0.00099292428307716117 0.00071224780264524871 -0.00093566238419768308 0.00096269551149793815 0.0012103715141797006 -0.001688740187128779 0.0017523453161368665 -0.0018422987076156094 0.00013121517307265986 -0.00110532045382168 0.00088137778670416419 -0.0024861939757712271
leaf_weight=2.3105227341875421 2.5924049022141835 61.678842037683353 3.2210298106074324 4.0617444813251478 5.8797845412045717 15.246439613343684 0.92352761980146203 1.1885200389660893 2.8940574758453295 114.47161886282265 3.2088801600621073 3.0303201060742131 1.320467238430864 2.5541426911950094 2.8994641564786434 3.9418589975684881 1.7866421751677988 1.4620084208436308 3.6875279769301406 10.159394904971121 5.9704293683171263 5.0187570089474312 6.4573343973606816 3.0818487685173741 2.5686687554698429 1.9168757218867529 86.192429463728331 5.3518677726387978 1.6227030875161292 2.1314477152191103
leaf_count=32 46 477 17 16 36 340 45 32 33 463 68 14 29 7 45 27 11 37 18 37 29 37 27 46 17 19 783 64 11 37
internal_value=0.000145592 0.000236317 2.38203e-05 9.34263e-05 0.00104812 -4.29252e-06 -0.000910341 6.58715e-05 0.000790144 0.000407704 -0.000235082 4.80721e-05 -0.000455079 0.000120614 -0.00107314 0.000220005 -0.000311569 -0.00103078 -1.6279e-05 2.72018e-05 -6.85714e-05 9.04618e-06 8.69055e-05 0.000148586 7.54593e-05 0.000135419 8.82801e-05 -0.000443225 0.000118488 -0.00103059
internal_weight=368.832 229.759 102.577 96.4565 9.94153 139.073 7.59851 5.00611 3.81759 127.182 12.7099 131.475 16.5669 114.908 6.12049 9.50103 5.55917 3.77253 86.515 82.8274 72.668 66.6976 111.877 100.217 93.7598 90.678 88.1093 11.6602 6.30829 3.75415
internal_count=2900 1350 712 650 52 1550 156 110 78 638 175 1394 369 1025 62 107 80 69 598 580 543 514 1011 892 865 819 802 119 55 48
is_linear=0
shrinkage=0.00192234


Tree=523
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 0 0 0 1 2 0 0 2 1 1 0 0 0 1 0 2 1 0 1 1 0 0 0 2 1
split_gain=1.22697 1.79186 1.77366 3.68392 1.83856 1.23771 2.61572 1.57167 1.28543 1.87689 1.20574 1.37283 1.16669 2.19108 2.22766 2.80676 3.3446 2.18185 2.13711 1.61301 1.50139 1.57865 3.11736 2.63966 1.0977 1.63614 1.4919 0.923067 2.17341 2.24371
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.823855932350007 50.065525775750011 0.55411514625000013 0.56055207925000017 0.56276758185000009 0.43672345135000007 36.735256530150004 0.55041765215000005 0.56369569775000017 42.178283198950005 0.42552618185000007 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.52898116820000018 0.41917906650000009 0.54279811980000015 42.34047585750001 0.4211999641000001 0.54279811980000015 0.41367024935000007 0.39388042275000007 0.52366695610000014 0.52772372085000019 0.56369569775000017 38.703421923500009 0.49091344570000006
decision_type=2 2 2 2 2 2 2 2 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 10 -4 -3 -7 -8 -9 -10 -2 -12 13 14 24 17 -17 -16 19 -18 -14 23 -23 -22 25 -1 -27 -11 29 -29
right_child=1 5 4 -5 -6 6 7 8 9 27 11 -13 20 -15 15 16 18 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00033141629061818399 0.00073460091981442501 -0.0016208294679761369 -0.0023382705457903742 0.0017573268944536318 0.00025786021954168274 0.0010534569207296862 -0.0014527878330957045 0.0014165316654436682 -0.0021212573273712539 0.00088855866499349095 -0.0023098844058477676 0.00017030356578447974 -0.0011546077960001633 0.0012131843690740523 -0.00029741147599330556 0.0015425749610663432 -0.0003081005319290311 -0.0024769631671886718 0.00020212171870735292 -0.0022691737296951374 3.6438005130039994e-05 -0.0025993398565192366 0.001229329326508849 0.00148142632133362 0.0011977673221024061 -0.001676601490867084 0.00034317773439615306 -0.0025762764699040841 4.4560870777629412e-05 0.00090120646063381439
leaf_weight=141.15325240790844 1.0465372763574103 1.6177339423447836 3.6772073432803154 2.48990598320961 1.3887600409798322 8.8762623295187932 2.872275121510028 2.2873886451125136 1.5766957355372131 4.0535542555153361 2.8179256375879054 1.1659643733873961 3.8735950076952568 8.7783096646890026 3.5426534931175437 4.5310890674591091 3.3648061305284527 3.258287250995636 10.78654497861862 2.8735525608062744 88.121956357732415 2.1796635469654571 1.228968624025583 4.9332724660634986 5.1117909438908091 2.9244632273912421 2.5124486051499844 2.3598089963197704 44.876189152128063 0.96643533621681843
leaf_count=751 7 11 58 6 19 36 16 9 169 17 56 21 39 34 47 14 17 41 43 28 668 76 5 20 21 41 14 40 537 39
internal_value=0.00012749 -7.99524e-05 -0.000747348 -0.000155066 -0.00162658 4.09353e-05 8.05456e-05 -6.58432e-05 5.14185e-06 -5.48291e-05 -0.00110164 -0.00158401 0.000186365 0.00027537 0.00022965 -0.000264903 7.48029e-05 -0.00134162 -0.000315837 -0.00121142 1.88554e-05 6.59769e-05 -0.00121893 0.000113043 0.000322094 0.000291558 -0.000743242 7.52029e-06 -6.65701e-05 -0.0015659
internal_weight=371.247 82.0726 12.5863 7.52033 5.06597 69.4863 67.8686 58.9923 56.1201 53.8327 5.03043 3.98389 289.175 188.837 180.059 28.3569 21.556 6.80094 17.0249 6.23836 100.337 96.4639 3.40863 93.0552 151.702 146.59 5.43691 52.256 48.2024 3.32624
internal_count=2900 1041 167 90 77 874 863 827 811 802 84 77 1859 1051 1017 190 102 88 88 45 808 769 81 688 827 806 55 633 616 79
is_linear=0
shrinkage=0.00192234


Tree=524
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 0 2 0 1 2 2 2 2 1 1 0 2 2 2 0 1 1 2 1 1 0 0 0 0
split_gain=1.32649 2.39897 1.2419 1.29685 2.12275 1.73871 1.24331 1.87572 1.07373 5.03628 2.12008 1.63412 2.24709 1.9909 1.52958 1.23957 1.04194 0.890032 0.83944 1.12212 1.07641 0.978589 3.35055 2.78771 1.82268 2.11682 4.15027 1.65737 1.93191 1.59282
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 0.35877668335000007 41.322103772800006 0.49678153350000009 0.48759019190000008 42.027086531450003 0.50579323975000012 0.37668033890000002 39.685256516350002 38.771633980050005 36.82350895510001 43.968221017800005 0.36730936200000003 0.38906020780000011 0.52366695610000014 42.541806567400009 37.186372654950006 36.82350895510001 0.56859076075000015 0.39584144190000009 0.39971857130000005 43.633733172900008 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.53321756835000012 0.53839705400000015 0.54511840960000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5 7 -6 14 10 -10 12 -11 15 -7 -13 -3 -8 19 20 -18 -20 23 -23 -24 26 -26 -27 -29 -30
right_child=1 16 3 5 6 8 17 -9 9 11 -12 13 -14 -15 -16 -17 18 -19 21 -21 -22 22 24 -25 25 27 -28 28 29 -31
leaf_value=7.4546654707896445e-05 -0.0023393808101816343 -0.0012349985558686538 0.0012722553999545115 -0.0012320297959882661 -0.0010291762384856363 0.00013672235556999178 0.0012764691307680551 0.00051087310267121985 -0.0001632246830606324 0.00062843941724715399 -0.0023985812006949484 0.0016075429712191457 -0.0011948630379565359 -0.00042640834101655232 0.0012783087940922751 0.00051077956517848121 -2.0417505522664038e-05 0.00030057284370747312 0.00090241140024507037 -0.0025668241490599559 -0.0021927788977683231 -0.0025757255627271527 0.0010984938105639602 6.7885973205967628e-05 0.001452568446772234 0.0018341152207585721 -0.0025581111802110684 -0.0019561779660509449 0.00067503347535324409 -1.1221873349170884e-05
leaf_weight=111.09437917493051 1.9315481530502427 2.8959269446786484 15.90065412968397 3.5162910688668481 5.8454262316226986 10.985451035201551 7.1678699851036098 8.4360252767801267 3.2072818838059893 6.4581481330096704 4.385197744704783 9.2120215520262771 5.4344251155853271 4.9327646773308507 9.6045347154140455 8.7941604629158956 7.4938390548340958 9.4719990678131563 5.973393451422452 1.0813948848517601 1.1484751734533345 3.8040190059691659 7.7803283296525469 3.2121154516935349 1.6672518355771888 2.3967284071259192 3.4730686629191041 2.0018384493887416 18.179354049265385 78.65861841943115
leaf_count=837 56 75 70 25 26 45 23 30 16 30 59 27 30 39 43 33 85 40 30 19 174 57 32 27 7 28 57 17 68 795
internal_value=0.000131617 -2.66691e-05 0.000231546 0.000385418 0.000651832 0.000197924 0.000332792 -0.000119472 0.000277718 8.7701e-05 -0.0014543 0.000423823 -0.000204736 0.000749696 0.000669234 0.00107189 5.29224e-06 0.000720955 3.15345e-05 -0.000560188 -0.000309102 7.67873e-05 3.60871e-05 -0.00136543 0.000122225 5.08212e-05 -0.00125726 0.000117239 7.56074e-05 0.000117609
internal_weight=366.145 141.698 224.447 113.352 46.822 66.5303 30.9213 14.2815 63.014 42.424 7.59248 34.8315 11.8926 22.9389 20.59 18.0062 139.766 16.6399 136.87 9.72371 8.64231 127.147 121.173 7.01613 114.157 106.377 5.14032 101.237 98.8398 96.838
internal_count=2900 1527 1373 536 189 347 119 56 322 234 75 159 60 99 88 60 1471 63 1396 278 259 1118 1088 84 1004 972 64 908 880 863
is_linear=0
shrinkage=0.0020895


Tree=525
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 0 1 0 0 2 2 1 0 1 1 0 2 0 2 2 0 2 0 0 2 0 1 1 1
split_gain=1.55485 2.26356 1.48596 1.1863 1.06906 2.14187 1.05024 2.70956 2.08572 1.84882 1.2142 2.99262 3.42787 4.62669 2.41866 4.97743 1.53683 2.17609 3.15711 4.24397 1.46072 1.00401 0.979342 0.942131 1.98062 1.18201 2.31781 2.04783 0.892337 2.22321
threshold=0.39167988980000007 0.39388042275000007 0.47727612945000003 37.186372654950006 40.621691032550004 40.305698932850007 0.51017933595000009 0.37982395740000008 0.50300889195000009 0.50482021495000018 43.162556114600001 42.564639561200003 0.34632196640000007 0.48101853240000009 0.34515433670000012 0.34479506600000004 0.47943175355000006 41.322103772800006 0.48661716715000009 41.902916368500009 43.57842012870001 0.48041974790000003 36.82350895510001 0.52877159370000015 0.52975958800000011 34.997818021800008 0.54384599265000022 0.45601928085000004 0.34482500525000009 0.34500464060000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 28 22 5 -4 8 -8 10 -10 11 14 13 -13 15 -6 -16 -18 19 -19 -12 -22 23 -3 -25 26 -26 -27 -1 -30
right_child=1 3 4 -5 6 -7 7 -9 9 -11 20 12 -14 -15 16 -17 17 18 -20 -21 21 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=0.00013000179418062353 -0.0021396457588088343 -0.0022463883346326083 0.00038855016383966594 6.4015647707971353e-05 0.00067194801963044387 0.0014183447167613371 -0.0017956344030503604 0.00024731893722765953 0.0020232051207497333 0.00026645405047967839 0.001333412443602269 -0.001829302532455401 -0.0024032107730613361 0.00097925323327951205 0.0012247998923023485 -0.0020102687371394467 0.0010617081630595214 -0.0022139506707697732 0.00088075063196222476 0.00019218221499545817 0.00068390671633126684 -0.00048799556066374955 -0.0023175611863003906 0.0029863052539143625 0.0016445870923071538 -0.0024707193628575813 -0.0011805371459966145 0.0010824362661639106 -0.0025353227945228811 -0.0001710610370687918
leaf_weight=38.743898352142423 1.8261420456692565 0.92417705710977127 67.397401142865419 128.64376167929731 5.5650537572801095 8.3930995389819127 3.3732501482591024 8.3069980721920711 4.4800064265727979 4.3762910887598991 6.5370168387889889 3.6607513632625324 3.5264996625483027 5.3138326555490494 8.2484698463231307 4.7294855881482363 8.9628966748714465 4.3637988045811671 7.529409982264041 7.1430567726492882 6.3746787440031749 4.688531931489706 1.1217251166235644 0.66245138645172108 2.0313112670555711 2.0566089358180766 2.2751067686476745 0.84597798396134738 1.6284355651587272 15.084225394122766
leaf_count=380 56 20 284 1185 20 34 50 43 19 26 20 31 23 18 35 32 32 24 26 33 22 26 20 1 7 42 161 35 20 175
internal_value=0.00014582 -1.33936e-05 0.00024367 1.46289e-05 0.000331461 0.00050259 0.000197997 -0.000342685 0.00027186 0.00115512 0.000169798 3.76962e-05 -0.000797367 -0.000166362 0.000261992 -0.000560308 0.00049553 0.000280689 -8.70409e-05 -0.000720307 0.00061296 0.000187261 -0.000625994 -0.000410265 -0.000194689 -0.000486997 0.000152057 -0.00143513 -3.01526e-05 -0.000401428
internal_weight=368.814 140.387 228.427 138.561 172.971 75.7905 97.18 11.6802 85.4998 8.8563 76.6435 59.0433 12.5011 8.97458 46.5422 10.2945 36.2476 27.9992 19.0363 11.5069 17.6002 11.0632 9.91736 8.79563 7.87146 7.209 4.30642 2.90259 55.4566 16.7127
internal_count=2900 1527 1373 1471 798 318 480 93 387 45 342 274 72 49 202 52 150 115 83 57 68 48 286 266 246 245 168 77 575 195
is_linear=0
shrinkage=0.00192234


Tree=526
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 0 1 1 1 2 2 1 1 0 2 2 2 0 2 2 2 2 2 1 1 2 1 0
split_gain=0.265035 0.906078 0.547334 0.829715 0.738258 0.553421 0.677458 0.396225 0.894799 1.22703 1.45278 0.825999 1.56958 0.677124 0.685017 1.0567 1.73661 0.463015 1.34142 1.14336 0.714146 1.0178 0.675641 0.895714 2.94765 2.51906 3.13266 1.48289 1.61948 0.626002
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 46.177190236600005 48.315732392000008 0.49242537650000007 45.027406014450008 0.60665848330000005 0.46613873835000008 0.47536001915000009 0.48627286610000009 43.45354240915001 37.511241581900002 0.46419268885000003 0.45393850480000009 0.58258734765000009 39.211875820650008 49.275256100300005 49.49736495185001 0.55820185025000013 48.852845034800005 48.461603274950008 47.833738492450003 44.527357125550004 44.758188263300006 0.41640968835000008 0.37668033890000002 45.154229826150008 0.36543816055000006 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=7 -2 -3 5 -5 -4 -7 8 13 -10 -11 12 -9 14 17 16 -16 20 -19 -20 21 22 23 29 -25 26 27 -26 -29 -1
right_child=1 2 3 4 -6 6 -8 11 9 10 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.011946603681702602 -0.063197848411960661 -0.051685638657181288 0.054622171868311732 -0.052506707609750292 -0.0011262155275087258 -0.04821475738429408 0.025806985608019018 0.048417276113806251 -0.054545252094635371 0.0063898860022558214 -0.048777220299046145 0.024628685989715848 -0.049748310817250195 0.023265174334514103 0.001028096075859748 0.0050027537046464553 -0.060369830852386071 -0.065470194240248164 0.011677429430245218 -0.049537996790102019 0.016138006391225045 -0.025120026440972543 0.020499502381878979 -0.07097285998692178 0.02858757360814158 0.030279770970416061 -0.054875084736890886 -0.057776124915612584 0.021538315636706908 0.0022842112881723948
leaf_weight=6.481040332466363 0.55844074515334696 0.43279479878765403 0.75124686956405673 0.74658230430213768 2.4405228772666305 0.34686581314599585 0.93171409005299211 0.51247251339373068 1.3074673686060112 4.3726372928940691 1.2562318447089635 3.7906356740277261 0.95069012636668049 2.8519163616001597 1.9112359978025772 3.6107619823887944 1.856649598572403 0.8131286536809047 2.9278828568640169 0.79261006042361248 6.8378953207284203 2.9388143261894575 3.8254133630543938 1.4556415412807826 2.5803007627837342 3.3305281456559896 2.7964079645462334 1.179468594491482 0.95032916869968165 253.21032232948346
leaf_count=234 23 131 2 31 67 67 6 18 55 40 82 34 59 11 25 30 29 16 63 29 33 18 21 31 17 22 64 30 16 1596
internal_value=0.000994607 -0.0082561 -0.00282545 0.00122798 -0.0131621 0.0238224 0.00572563 0.00117836 0.000967856 -0.0150874 -0.00592212 0.0134904 -0.0153658 0.00133864 0.00112844 -0.0124761 -0.0292261 0.00147445 -0.0128617 -0.00136384 0.00170203 0.00134791 0.00162993 0.00136453 -0.0105615 -0.00244694 -0.0169673 0.00553872 -0.0223855 0.00192906
internal_weight=318.749 6.20817 5.64973 5.21693 3.18711 2.02983 1.27858 312.54 307.287 6.93634 5.62887 5.2538 1.46316 300.35 297.498 7.37865 3.76789 290.12 4.53362 3.72049 285.586 278.748 275.809 271.984 12.2927 10.837 7.50651 4.7101 2.1298 259.691
internal_count=2900 327 304 173 98 75 73 2573 2462 177 122 111 77 2285 2274 84 54 2190 108 92 2082 2049 2031 2010 180 149 127 63 46 1830
is_linear=0
shrinkage=0.0452143


Tree=527
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 0 2 2 0 0 1 0 1 0 2 1 0 1 0 1 2 0 2 1 2 1 2 0 0 2
split_gain=0.246645 0.773645 0.263324 0.353322 0.455541 0.394902 0.302792 0.561649 0.359252 0.259597 2.26329 0.880311 0.838943 3.23131 1.5777 2.50819 2.07723 1.39768 1.33716 1.20471 0.944605 1.53594 0.823158 2.18259 1.53584 0.821783 0.784613 1.55184 2.4311 1.67354
threshold=0.30949672165000003 44.921040431000009 32.785955158400007 0.38185982460000006 0.53136133645000017 0.42646926740000007 34.542090938800008 33.96174662340001 0.51700547890000015 0.51700547890000015 0.38042274180000007 0.51484985480000012 0.37138109635000011 0.50300889195000009 45.33565396960001 0.37982395740000008 0.51243974730000008 0.36730936200000003 0.50749977545000013 0.36543816055000006 38.592454371550012 0.47612346935000005 40.12915366295001 0.34524415440000006 40.496232821400007 0.3447052483500001 38.703421923500009 0.56369569775000017 0.54679500610000009 38.318569170500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 7 8 -4 11 -11 12 13 19 15 18 -17 -15 -14 20 21 -8 23 25 -24 -22 27 28 29 -12
right_child=2 -3 6 4 -6 -7 9 -9 -10 10 26 -13 14 17 -16 16 -18 -19 -20 -21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.041268302479740081 0.0064165003220977785 0.013701189208417255 -0.013929990529255209 0.020568164092004612 -0.041003882239322061 -0.05005114172922176 -0.0062911880400616498 0.021615887179416798 0.010595938913260975 -0.037247134804454698 -0.0038519232714833672 0.020603495156393929 -0.012943437200445902 0.0069031376052253908 0.022686700740292259 -0.01790098585619699 0.03457698456065824 0.036594405189063775 -0.054819828809101918 -0.020486694747495638 -0.006244286298013331 0.020520293993124817 0.018307162706651434 -0.025810587887922596 8.8339242017854063e-05 0.016973278786636219 0.0015347594852285797 -0.034121990786520902 0.021997678588525013 -0.036375074317676427
leaf_weight=0.81561251415405311 0.28060139014269114 0.76316587906330824 1.7641072662081563 0.64784777257591486 0.25900430566252908 0.59531037259148434 5.1567637955886303 3.0523773804452503 1.9212647087915682 2.5338824754580846 12.661685529397806 3.7457728562876573 2.1544211655855161 4.3006193712353689 2.0132199942599973 2.7076764280209318 2.0339848678559065 5.6471345275640488 2.5805799327790737 4.0431788868736467 5.4678529445081967 9.0895412936806661 7.6658209648448965 6.4446786968037477 101.00185009633424 4.1135880090296268 112.74567749195558 2.7407019533929988 4.7259771984536192 3.0168004874140015
leaf_count=107 37 8 16 7 103 21 62 36 32 36 108 19 13 23 27 52 8 30 32 24 30 38 41 42 613 17 1113 137 46 22
internal_value=0.000774903 -0.0146966 0.000852419 -0.0141862 0.00298269 -0.0319615 0.000937985 0.00916678 -0.00114409 0.000757146 -0.000501415 0.00179312 0.00136459 0.0021329 -0.00886173 -0.0155639 0.00460998 0.0237583 -0.0357661 0.000628365 0.00124282 0.0108153 0.000149159 -0.00815311 0.00137356 0.00372368 0.000183762 -0.00639727 -0.00267332 -0.0101099
internal_weight=316.691 1.57878 315.112 1.78276 0.906852 0.875912 313.329 6.73775 3.68537 306.591 138.425 168.167 164.421 152.931 11.4899 9.47666 4.74166 9.94775 4.735 142.983 138.94 14.2463 124.694 16.0261 108.668 9.58144 135.891 23.1452 20.4045 15.6785
internal_count=2900 115 2785 168 110 58 2617 84 48 2533 1462 1071 1052 920 132 105 60 53 45 867 843 100 743 89 654 47 1426 313 176 130
is_linear=0
shrinkage=0.0392411


Tree=528
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 0 1 1 1 1 1 1 0 2 2 1 1 0 1 1 1 0 1 1 0 0 1 0 1
split_gain=0.238481 1.41001 0.902679 1.9281 0.780321 0.602829 0.848751 1.00667 0.485757 0.811576 0.668841 1.42807 2.02199 1.50664 1.02858 0.961276 1.1613 0.915347 1.61 0.872827 2.88662 0.918584 0.883086 0.981584 0.752218 1.34536 0.698748 0.453748 0.800781 0.444714
threshold=0.54910032635000017 0.55411514625000013 0.42970270350000012 0.55754318735000019 0.42440346100000009 0.55980359870000018 0.56276758185000009 0.4323972336000001 0.4355408521000001 0.43672345135000007 0.44805544745000009 0.45393850480000009 0.45664800455000004 0.56323163980000013 40.922041107600009 41.792045663550006 0.46419268885000003 0.46613873835000008 0.62143349005000015 0.46128858420000007 0.47106374065000006 0.47777012665000013 0.57995269605000022 0.48363821445000005 0.48544953745000008 0.61532588845000014 0.61802041855000012 0.48250052395000009 0.62406814170000013 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 4 3 -3 -2 -4 -7 -8 -9 -10 14 -12 -13 -14 -11 16 -15 -18 -19 -17 -21 -22 -23 -24 -25 -26 -27 -20 -29 -16
right_child=1 2 5 -5 -6 6 7 8 9 10 11 12 13 15 29 19 17 18 27 20 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=0.0012744950595872438 -0.0068777249621199792 0.0098922883444464045 0.012908970857767037 -0.047836883252369122 -0.040470472903853659 -0.017536602090087866 0.035401609254266997 -0.026892014535948895 0.026945375053083292 0.0058079414679236682 0.017216420995229506 -0.04979640209857044 0.050224417828751776 -0.049031262481817918 -0.008954542331221043 0.020778502642199069 0.020006683835439409 -0.044007813874913086 0.045960805519930287 -0.065401222322944111 0.027543818445415487 0.034353985018781737 -0.047792828554511065 0.027825532497784529 -0.037910880109898994 0.032778438683224852 -0.0034063711423193408 0.026965479469622373 -0.045001882976266686 -0.034394877905933818
leaf_weight=250.82589864094916 2.272972068283706 1.8521968217100941 6.4674096354283384 1.8521190574392674 2.1574598869774491 4.0896521350368849 1.3594446838833381 1.0163589341100294 1.8596525639295567 3.4772659861482671 7.9439192954450837 1.3537378963083053 0.93584740161896007 1.2864648853865244 1.9623576272279022 3.6004548035562065 1.4728671805933116 1.7520033074761161 0.45396249617624551 1.0407923571765412 2.1802473245188585 1.0159110538661469 0.78325905464589496 1.2388649880886058 1.6292794788605531 1.0522995132487265 4.5384284068713896 0.61358361481688894 0.414789893260604 2.5024886080063879
leaf_count=1859 34 26 47 55 23 23 8 14 9 39 40 31 2 32 13 17 8 139 8 13 14 6 12 5 69 9 152 6 153 34
internal_value=0.000717663 -0.00145866 0.000156247 -0.0189717 -0.0232362 0.0014206 -7.81743e-05 0.00149157 0.000446838 0.0010914 -7.41944e-05 0.00241359 -0.00222283 0.000459578 -0.0105072 -0.00155888 -0.0153442 -0.00613759 -0.0180433 0.00327875 -0.00139568 0.00396008 -0.00105242 -0.00494435 -0.000976747 -0.00591887 0.00340442 0.0126447 -0.00206224 -0.0232135
internal_weight=315.002 64.1761 59.7457 3.70432 4.43043 56.0413 49.5739 45.4843 44.1248 43.1085 41.2488 33.3067 25.3628 24.0091 7.94211 23.0732 5.99367 4.70721 3.23434 17.0795 13.4791 12.4383 10.258 9.24213 8.45887 7.22001 5.59073 1.48234 1.02837 4.46485
internal_count=2900 1041 984 81 57 903 856 833 825 811 802 716 676 645 86 643 346 314 306 297 280 267 253 247 235 230 161 167 159 47
is_linear=0
shrinkage=0.0400087


Tree=529
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 0 2 2 1 2 1 2 1 0 1 0 2 2 1 1 2 1 0 2 0 2 2 2 2
split_gain=0.954058 2.60994 1.82322 2.44197 1.77057 1.94282 1.46092 1.02821 4.08078 2.88242 1.60211 2.71802 1.69386 1.41568 1.95778 1.41436 1.08066 1.03445 3.6448 2.58333 1.24198 1.11245 0.953363 4.67523 3.74014 1.67638 5.08732 1.34764 2.12026 1.43969
threshold=0.39167988980000007 0.39388042275000007 0.48543456785000005 0.48368312325000012 0.35877668335000007 41.468518788800004 0.48181192180000004 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 41.840895355800008 0.34554354660000003 0.47868327295000007 0.34530403280000005 0.47727612945000003 43.45354240915001 43.061965423550006 0.34581299960000006 0.34542378970000004 43.673409002000007 0.37982395740000008 0.5089817670000002 39.852039223600009 0.50300889195000009 38.441102963850007 38.771633980050005 36.82350895510001 43.740100730350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -4 7 10 9 -9 13 12 -12 15 16 -1 -15 18 20 -20 -10 -19 23 25 -25 26 -6 28 -24 -29
right_child=1 -3 4 -5 22 -7 -8 8 17 -11 11 -13 -14 14 -16 -17 -18 21 19 -21 -22 -23 27 24 -26 -27 -28 29 -30 -31
leaf_value=1.5105130271673501e-05 -0.0025193455808139361 2.7979554326976957e-05 0.0016949671469105726 -0.0015182133221174575 0.00081774239238503884 0.00049905691412826213 0.00080349131692164218 0.00044879372968225257 -0.00025339631441786785 -0.0023287621488702007 0.00081365707190299784 0.0019455058906761614 -0.0010948979011137527 -0.00091646685454614251 -0.0018042417679143522 0.0011686128544634254 0.0014109934813702684 0.0016464892174407951 -0.0036376997737425131 -5.6786551955545032e-05 0.0015195159895150456 0.00018607429514838129 0.00077639195110271739 0.00010924602379231365 -0.0029460421341378673 0.0011789557084889454 -0.0020776896469794312 0.0011386746186861241 -0.0010955821294323159 -0.00025600298253242832
leaf_weight=35.387374676065519 2.0166635173372915 131.74594415174215 10.20950908586383 4.6873530577868214 10.491858221590521 19.561224073171616 13.598164331167935 2.5640050345100445 5.2025401021819544 6.579931216314435 5.9832653719931859 6.411472449079155 3.7266871659085155 1.8351568485377341 4.5445294007658958 6.1634582002297966 2.1268781200051308 2.8839491857215789 2.3930969361681482 1.7027443586848674 3.1223158021457493 24.101712837349623 6.5256542526185495 3.7613995391875497 4.1745134135708213 9.7605687677860242 4.1947590187191954 17.325919665396217 5.5113736018538475 4.6323024947196236
leaf_count=234 56 1471 48 24 39 75 47 25 42 66 32 23 40 40 25 26 8 22 48 14 21 171 30 19 63 47 26 58 29 31
internal_value=0.000138707 -1.0425e-05 0.000225755 5.72332e-05 0.000458892 0.00090918 0.000114779 3.31498e-05 -0.000212465 -0.00154992 0.000213338 0.000822604 8.11522e-05 1.71193e-05 -0.00080882 0.000186211 0.000332948 9.78812e-05 -0.000432822 -0.00214902 0.000411551 0.000342148 0.000256938 -1.59301e-05 -0.00149792 0.000465146 -9.24448e-06 0.000516866 -8.07257e-05 0.000844454
internal_weight=362.926 133.763 229.164 133.015 96.1491 29.7707 128.327 114.729 48.5503 9.14394 66.1788 16.1214 9.70995 50.0574 8.50656 41.5508 3.96203 39.4064 12.4207 4.09584 8.32486 26.9857 66.3783 32.3831 7.93591 24.4472 14.6866 33.9953 12.037 21.9582
internal_count=2900 1527 1373 908 465 123 884 837 409 91 428 95 72 333 73 260 48 318 125 62 63 193 342 194 82 112 65 148 59 89
is_linear=0
shrinkage=0.00222222


Tree=530
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 1 0 0 1 0 2 0 2 1 2 0 0 2 1 2 1 1 1 1 0 2 2 1 2 1
split_gain=1.15866 1.85493 1.67575 1.61306 1.50235 1.23175 1.07228 4.31518 2.90405 4.8669 2.84587 2.1835 1.58415 1.19099 0.95617 0.89233 2.13927 1.2314 0.940632 4.15607 1.43091 3.07162 1.88152 1.85748 1.56699 1.39365 4.26389 3.57467 1.29189 1.18372
threshold=42.564639561200003 0.57600071855000012 42.508878681700004 43.19689381845 43.542456167850005 0.34581299960000006 0.47997065955000012 0.47715637260000004 0.3465914194000001 0.49588335680000006 42.674081447500008 0.55041765215000005 42.718072821900002 0.3447651268000001 42.526729949000007 0.47727612945000003 0.47760546090000006 42.280042771400005 0.34512439750000007 40.982542372850013 0.34548366815000003 0.34569324270000007 0.35585760905000008 0.34744468730000005 0.48218616210000004 41.840895355800008 41.590548329450009 0.42019700010000005 42.34047585750001 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 6 5 -5 7 12 -8 -10 -11 -12 -2 -14 15 17 -17 -1 19 29 -20 -22 23 24 -23 26 -24 28 -27 -18
right_child=3 2 -4 4 -6 -7 8 -9 9 10 11 -13 13 -15 -16 16 18 -19 20 -21 21 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=2.2261299015972297e-05 0.0016233768008549201 -0.0007762021467113111 0.0024694578907891013 -0.00044322182495450531 -5.9172691697936628e-07 0.0009701573123991747 0.00075509688968814403 -0.0026441930140905711 -0.0035144097502770662 0.00088219067152244804 -0.00034555311719702716 -0.0025332963319538797 0.00025185568212567565 -0.0021304956565865738 0.001037375888755612 0.0014466638869520653 -9.4520143409991561e-05 -0.0014166603566841125 0.00078510360426094997 -0.0012647199272993743 -0.0011809216100926887 0.0009234740313838085 0.000167515195527631 0.0015024855271104096 -0.0001543151060517469 -0.0008877992813460363 -0.0019366945355368851 0.0016380452374959186 0.00077429848037747118 0.001156222941878721
leaf_weight=28.847481455479286 1.6186558022163833 9.310780697720471 0.57671755179762918 2.6453183526173225 74.046751550049521 10.307201288640497 7.3745118454098728 3.1802458614110947 1.7983818128705014 4.6492295359494147 5.7163467742502689 2.1407253935467452 1.9215109762735667 1.1422725503798572 4.9021504074335089 5.0354185551404944 4.8913723118603247 2.1841405380982897 16.520622033625841 7.1556040756404391 5.2133501619100562 9.5583128854632431 116.6097585222451 7.3524806648492804 8.887307330965994 4.0987617503851634 3.3830340635031453 7.1331669986248016 2.615124361589551 5.4745296835899353
leaf_count=287 8 410 4 31 726 57 25 31 14 26 43 43 27 36 19 14 22 32 64 39 31 31 681 31 38 41 31 24 16 18
internal_value=0.000126415 0.000197403 -0.000586889 -2.57119e-05 0.000100959 0.0006815 -0.00039875 -0.000983272 -0.000186754 -0.000672307 -0.000263618 -0.000941622 0.000144802 -0.000636358 0.000229733 0.000212882 0.0002573 -7.90163e-05 0.000227189 -0.000181628 0.000266682 0.000214729 0.000260307 0.0007172 0.000404183 0.000172239 0.00010819 0.000727264 -0.000240396 0.000566033
internal_weight=366.291 249.75 9.8875 116.541 86.9993 12.9525 29.5419 7.86269 21.6792 14.3047 12.5063 7.85707 4.68244 3.06378 239.863 234.96 203.929 31.0316 198.893 17.5215 181.372 164.851 159.638 25.7981 18.4456 133.84 119.993 13.8471 6.71389 10.3659
internal_count=2900 1833 414 1067 814 88 253 102 151 126 112 86 71 63 1419 1400 1081 319 1067 79 988 924 893 100 69 793 712 81 57 40
is_linear=0
shrinkage=0.00184769


Tree=531
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 2 2 1 2 2 2 1 2 2 1 2 0 1 1 2 2 1 2 2 2 0 2 0 2
split_gain=0.247914 0.697568 0.445237 0.851416 0.645714 1.01741 2.05117 1.34607 0.528012 0.343959 0.654259 1.20774 1.06005 0.471412 1.14617 1.10024 1.07853 1.21421 0.803136 0.719173 1.03547 0.993505 0.649449 0.615744 1.12547 0.97798 0.811178 2.25207 1.11167 0.927555
threshold=48.988717865950008 48.852845034800005 0.61802041855000012 0.66697104880000013 0.45280081435000008 0.31100865245000009 50.065525775750011 50.448116877400004 0.48627286610000009 48.461603274950008 47.833738492450003 45.673096293200011 0.37482410710000008 44.758188263300006 44.421469061800003 0.46613873835000008 42.526729949000007 0.58736265385000019 0.47536001915000009 0.47976108500000009 42.508878681700004 37.272044000450002 0.41640968835000008 43.411469133450005 43.542456167850005 43.874475754150005 0.57944372925000021 42.406961525800007 0.56704889075000009 42.564639561200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 -2 -7 -8 -6 10 11 13 -13 14 15 23 17 -17 -19 -20 21 -21 -15 26 -25 -26 28 -28 29 -1
right_child=2 -3 3 -5 8 6 7 -9 -10 -11 -12 12 -14 22 -16 16 -18 18 19 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0013114985451524886 0.0078025472930558053 0.014213591508016488 -0.045525460379066435 0.0077640244208226454 0.019933001926004841 -0.048243904117474971 0.023704841948394076 -0.037509743754542385 -0.0071139317315760901 -0.010363730487549501 0.013551512235834905 -0.044627933236088956 -0.0077916108826072538 0.00010043422571311958 -0.021502786943877229 -0.039807496405945046 -0.041768203477641277 -0.038544108151543278 0.032906055853426645 0.016964476986566338 0.044524855330539577 -0.039765413910963915 0.022302564155870078 0.023773173537064606 -0.0082432146212949517 0.0089994134447008781 -0.043946570786109994 0.013896396905185989 0.011522950463449743 -0.0054497390283367326
leaf_weight=198.6498496720742 2.8187689296901208 4.8673245944082728 0.86781087098643073 0.67543335841037333 2.4341563070192938 1.7889458318240943 1.3979071266949179 0.67470324970781792 1.4644933869130907 3.5622726678848258 4.9819351667538276 1.1728243432007719 6.3372904853895307 3.6597079858183852 2.9167633333709082 1.0462310984876229 1.3736293796973766 0.49556589206622481 1.1353217079304161 0.67536262877911235 0.46322053670883168 0.9290525028045522 3.0684612280456349 4.0937486301409107 6.3011392425978583 12.30440011480823 1.7947878419363399 1.6244884133338926 12.064030528767033 29.524310146400239
leaf_count=1340 13 22 22 40 16 37 8 68 38 22 33 34 98 44 44 57 66 27 7 103 1 154 22 28 58 87 63 6 86 256
internal_value=0.000648314 0.000847968 -0.00434282 -0.0222022 -0.00173752 -0.00845512 -0.0203225 0.00377747 0.00977306 0.000629791 0.000762718 0.000542738 -0.0135442 0.000917736 0.000690324 0.000927894 -0.0139949 -0.0059544 0.00362189 0.0101459 -0.00235155 -0.0158855 0.010226 0.00127068 0.0068774 0.00315985 0.000748355 -0.0164655 0.000993358 0.000436637
internal_weight=315.164 303.042 12.1222 1.54324 10.579 6.68033 3.86156 2.07261 3.89865 298.174 294.612 289.63 7.51011 282.12 275.392 272.475 6.11838 4.74475 3.69852 3.20296 2.06764 1.60442 6.72817 266.357 22.6993 18.6055 243.657 3.41928 240.238 228.174
internal_count=2900 2658 242 62 180 126 113 76 54 2636 2614 2581 132 2449 2383 2339 415 349 292 265 258 257 66 1924 173 145 1751 69 1682 1596
is_linear=0
shrinkage=0.0355924


Tree=532
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 2 1 2 2 1 1 1 1 0 2 0 0 1 0 0 2 2 0 2 2 2 1 2
split_gain=1.49945 2.51251 1.4071 1.41321 4.31807 2.50614 1.97904 2.13439 1.91216 3.24591 1.4057 1.77039 2.14956 1.94428 2.90734 3.85416 1.60545 1.59542 2.79136 1.56742 5.24024 2.57285 1.4652 1.37668 1.73203 1.3761 2.14104 1.94349 1.32057 1.30521
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 0.50579323975000012 0.37668033890000002 0.36998892250000009 0.50356276755000018 41.322103772800006 0.35877668335000007 37.737818700150008 38.238138001450004 0.39971857130000005 0.39584144190000009 0.40367054880000008 0.41753240920000007 0.53321756835000012 37.962710038050005 0.52877159370000015 0.52975958800000011 0.4211999641000001 0.54017843775000018 0.54191491270000014 43.633733172900008 42.027086531450003 0.49128768600000011 38.771633980050005 37.272044000450002 43.968221017800005 0.38906020780000011 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -5 7 8 -4 -10 16 12 -12 -13 15 -15 17 -3 -19 29 -21 -22 -14 -9 -25 26 -6 28 -27 -16
right_child=1 10 3 4 25 -7 -8 23 9 -11 11 13 22 14 19 -17 -18 18 -20 20 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=7.4420730901899844e-05 -0.0021509775756989235 -0.0022558620313980139 0.0012383918412118416 -3.7511484419194327e-05 0.00051230082928824011 -0.0019419544492331557 0.0014420297751080158 -0.00057913838204732952 0.00081207116474356095 -0.0012068716938656457 0.00039175068405905474 0.0010996281557502127 -0.0018424081636448199 0.00036444791034527876 0.00022169510852631792 -0.0025963655456460091 -0.0024204265865529003 0.0027174757954842518 -0.00038686351208318888 -0.0025933666809769842 0.0020137737676348771 8.7206191563584539e-05 -0.0001577657973496356 0.00077244680282766577 -0.00034073634856963107 0.0014991692459718606 -0.0011456968926420335 -0.0004258266233682429 0.00046794896631564224 0.0013083551131978675
leaf_weight=111.53932551323669 2.0217651743441811 1.4393781749531651 16.319870956242088 5.1192454872652871 8.0547466538846475 5.0946473758667707 8.0994617491960508 8.7045904025435465 11.482067592442034 3.9567800760269156 5.0979076605290166 7.5647913888096801 5.0171023285947722 3.1676621788647017 9.0268609449267405 3.3353761029429734 1.4826692843926128 1.1661546826362599 13.032571886375079 2.6545151930768034 2.6535492911934844 73.894902315048967 3.0784887857735157 12.904569867998363 8.6122620925307256 9.2792417854070717 4.4784098118543616 4.4579229541122904 9.0788968279957754 7.4604762997478238
leaf_count=837 56 29 68 38 37 47 34 40 41 21 31 32 55 35 37 44 30 2 322 79 7 710 27 47 41 27 23 39 33 31
internal_value=0.00013159 -2.32988e-05 0.000228467 0.000377046 0.000113497 -0.00098744 0.000548397 0.000431618 0.000779607 0.000294642 7.41146e-06 7.92726e-05 -0.000586055 0.000159249 8.96376e-05 -0.00115414 -0.000508655 -0.000327397 -0.000131901 0.000174164 6.19119e-05 0.000153991 -0.00120179 6.59274e-05 0.000326887 0.000431604 -8.01432e-05 0.000712713 0.000989186 0.000713406
internal_weight=369.276 142.094 227.182 115.643 45.5631 10.2139 70.0796 61.9801 31.7587 15.4388 140.072 122.952 13.1935 109.758 102.193 6.50304 17.1208 15.6381 14.1987 95.6903 79.203 76.5485 8.09559 30.2214 21.5168 35.3492 12.5332 22.8161 18.3581 16.4873
internal_count=2900 1527 1373 536 244 85 292 258 130 62 1471 1088 113 975 943 79 383 353 324 864 796 717 82 128 88 159 60 99 60 68
is_linear=0
shrinkage=0.00192234


Tree=533
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 1 0 1 2 0 0 2 2 2 0 0 2 2 0 0 2 1 0 2 2 0 0 1 2
split_gain=0.231693 1.25117 0.977944 1.26965 0.765552 1.22938 0.763335 2.02123 1.16682 0.997269 0.712974 1.40204 0.611538 1.99678 1.66504 1.40081 1.03498 0.87012 1.25853 0.731224 1.38263 1.13152 1.33373 0.62332 0.617906 0.608814 0.571356 0.561439 0.531542 0.720026
threshold=0.54910032635000017 0.55240861050000023 0.42194844465000009 50.065525775750011 38.386256906100009 37.962710038050005 0.44751654140000008 0.56369569775000017 0.49091344570000006 33.151194885250007 0.56055207925000017 0.56276758185000009 42.654057868200006 44.710446918150005 42.487106141350004 0.58859016195000013 0.6329151821500002 43.509905336500005 43.279086095950007 0.61802041855000012 0.58859016195000013 46.177190236600005 0.5024400467000002 0.63514565435000014 41.093509583400007 47.480720532750006 0.62406814170000013 0.57995269605000022 0.45206730335000006 39.420767558750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 9 -8 -9 -4 -6 -12 14 17 15 24 -17 18 -14 20 27 -21 -23 -18 28 -22 -10 -15 -13 -30
right_child=1 2 4 -5 10 -7 7 8 26 -11 11 12 13 19 -16 16 23 -19 -20 21 25 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014269166237855528 -0.034232406817363538 -0.052247832037838317 0.02102351942210498 0.01514731750494672 0.014152054906305314 -0.066680406697526395 0.048736520645130343 -0.055336953522038004 0.04923133910568056 -0.055128610270843342 -0.032208455816599424 0.023174571872696319 -0.056287605431016283 0.008423820438700734 0.040233912810426986 -0.051034134099422535 0.054002668785065489 -0.059758848539366353 0.011086093045415373 0.029064192461441304 0.0076048071448616434 -0.063321071988199362 -0.004016129188731574 -0.047967223683141567 -0.0056907022450256558 0.037154939084791561 -0.048161302210523303 -0.03141065459392018 0.018100282861542544 -0.015260239129433273
leaf_weight=251.96646914006851 2.4160319303628048 1.6600290047936135 0.53310741786844928 0.92477376572787751 9.3182850354351086 0.84095489418541536 1.386208432260901 1.0796778952062593 0.47311209628969653 1.1613260409794746 2.6784085929393759 5.661288984119901 0.9770805561565824 1.3677479359321281 2.8594288895837954 1.6181006117840291 0.39058848179411132 1.5500549994176251 1.4834952492383306 1.1898829742567603 2.5713016614317894 1.171140290796757 2.5822397692245431 0.18900131576810963 5.4447539694665457 3.494730728212744 0.17544165265644551 1.6692273463122544 3.0581271299161017 2.4969898068811744
leaf_count=1859 34 51 17 13 54 27 7 84 22 46 16 22 38 21 18 96 3 32 12 9 13 18 89 67 36 36 87 25 19 29
internal_value=0.000804085 -0.00170995 -0.000400507 -0.0281356 0.000847973 -0.0152632 -0.00627156 0.00727429 -0.0259824 -0.0311694 0.00260617 7.19264e-05 0.00224565 -0.00402259 0.00745715 0.00248745 -0.0321025 -0.0327083 -0.0156676 0.00416804 0.0119181 -0.0101037 -0.0225206 0.0207508 0.00705004 0.0246291 0.0228854 -0.0134706 0.0132347 0.00310494
internal_weight=314.389 62.4225 60.0065 2.5848 57.4217 5.64983 4.80887 3.11444 1.72823 1.69443 51.7719 42.4536 39.7752 18.0569 21.7183 18.8589 2.19769 4.01063 2.46058 14.0463 9.10301 4.94326 3.75338 0.57959 16.6612 6.06603 0.648554 3.03698 11.2164 5.55512
internal_count=2900 1041 1007 64 943 290 263 200 193 63 653 599 583 293 290 272 166 82 50 211 95 116 107 70 106 49 109 46 70 48
is_linear=0
shrinkage=0.0460944


Tree=534
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 0 2 0 2 0 2 0 1 1 0 1 1 2 2 2 1 2 0 2 2 0 1 0 0
split_gain=0.211937 2.77045 1.80527 0.926054 2.27858 2.0372 1.77556 0.836166 0.802373 0.997452 2.42523 2.00087 2.12425 0.975015 0.74124 1.82426 1.06051 1.35374 0.722813 1.29242 1.74763 0.965158 1.17984 0.768243 0.668891 1.36085 0.601307 2.38721 1.76942 2.44766
threshold=41.24714903835001 41.134354310300004 41.028010303750008 0.39078171310000004 0.52772372085000019 40.036761086100007 0.52803808270000008 40.823855932350007 0.47943175355000006 39.039757512550004 0.47778509625000004 40.380906245900007 0.47760546090000006 0.34503457980000002 0.34427112960000006 0.47612346935000005 0.33263974130000007 0.31810424840000007 41.532441862050007 41.621607100200002 41.726652433350004 0.3453339720000001 41.322103772800006 0.50300889195000009 40.712530798250008 40.305698932850007 0.53592706805000012 0.39772761295000009 0.54191491270000014 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -6 26 9 10 14 12 -11 -10 16 -16 17 -1 21 -20 -21 -2 -23 -24 25 -15 27 -8 -28 -30
right_child=18 -3 -4 4 6 -7 7 -9 13 11 -12 -13 -14 24 15 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.0045021039251661316 0.0021629051025174157 0.027460623942306108 -0.026192664522437712 -0.056834336553928798 0.047842424267647461 0.013600040635263606 0.0073456849544476727 0.015689789832210872 0.024663203709307666 -0.0011712957723920179 0.04658635091760302 0.010230051268490515 -0.042060108782424353 0.00418084003180274 -0.069369259219838914 0.022582811778983497 0.013815451432813704 -0.053978021807256346 0.019865797536385846 -0.032155948347641475 0.00036982753215842896 -0.0010549845682198144 -0.053222843443740106 -0.01842033872248763 -0.010593856260628016 0.026906407428019762 0.014425703745685605 -0.050930783996506641 -0.050649597244441333 -0.0035098105529184011
leaf_weight=1.7723726904951056 6.8571305237710458 6.6880965548334634 4.0939969269820713 2.3057280868524681 1.2257162779569615 0.97589942160993803 2.7825031206011763 4.0996988789993329 4.5875950865447512 4.1987789869308454 2.0886875391006461 5.26720310980454 4.2884606644511223 46.076276132836938 0.81702461421082151 0.64442764222621918 5.176842232234776 1.0540500687202436 5.5293377522029905 2.8133681450563008 141.14005336716946 3.4653557103156345 1.8240117430686948 2.5255442244961159 4.2115488946437827 4.8643855266273013 8.6165057052858156 2.0300308647565544 1.9654210209846521 28.64641221763668
leaf_count=32 33 33 34 54 4 10 19 28 19 27 7 32 23 223 47 2 31 36 33 33 1408 23 12 31 23 27 38 31 12 535
internal_value=0.000641177 0.00175987 0.000547591 0.00134264 -0.00291657 -0.0358884 -0.000724768 -0.00196135 0.00397926 -0.0021188 0.00673267 -0.00955381 -0.0218317 0.00656261 -0.0020623 -0.028823 0.00282438 -0.0173067 -0.000370683 0.000478822 -0.000265843 -0.00902567 -0.018843 -0.033015 0.00505699 0.00635093 -0.00360446 -0.0172366 -0.00193208 -0.0065364
internal_weight=312.632 148.478 141.79 137.696 52.6479 3.28163 49.3663 48.1406 85.0477 25.3078 11.5534 13.7544 8.48724 59.7398 9.46472 1.46145 8.00326 2.82642 164.155 149.483 143.953 14.672 7.81491 4.34956 55.1522 50.9407 44.0409 4.81253 39.2283 30.6118
internal_count=2900 1327 1294 1260 731 64 667 663 529 237 155 82 50 292 148 49 99 68 1573 1474 1441 99 66 43 273 250 635 50 585 547
is_linear=0
shrinkage=0.040863


Tree=535
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 2 0 2 0 1 1 2 2 0 1 2 0 0 2 0 2 2 1 1 2 1 1 1 1
split_gain=0.219911 0.77895 0.209814 0.654487 0.657745 0.998844 0.587059 1.50873 1.56089 1.34019 0.671673 1.35553 0.451113 0.730444 0.924741 0.907618 0.952769 1.11211 0.730782 0.810988 0.930489 0.598984 1.20777 0.792278 2.76342 0.944159 1.15993 1.74343 0.728848 0.713709
threshold=0.30949672165000003 0.37331217625000007 48.988717865950008 0.39614083410000006 0.39672464895000009 48.852845034800005 45.673096293200011 0.54191491270000014 47.480720532750006 0.53225951315000009 0.37482410710000008 0.37852160115000005 45.027406014450008 44.527357125550004 0.53321756835000012 0.46613873835000008 42.526729949000007 0.58736265385000019 0.58859016195000013 42.508878681700004 0.62143349005000015 43.19689381845 43.082598263550004 0.34527409360000011 0.34632196640000007 43.509905336500005 0.3982365797500001 0.42067602765000006 0.46208197360000008 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 -2 -5 6 12 9 -9 10 -8 -12 13 15 -15 21 17 -17 -19 20 -20 22 28 -23 -25 -26 -27 -28 29 -6
right_child=2 -3 -4 4 5 -7 7 8 -10 -11 11 -13 -14 14 -16 16 -18 18 19 -21 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.014906274395605157 0.027870978280953945 -0.043414176851600914 -0.0047152188023548312 -0.026339066694055509 0.0011543141727453504 0.019646857673865911 -0.032130486890784848 -0.019693091162229066 0.019423909679900729 -0.060533306045182776 0.033823156637623739 -0.025199346213247806 0.014266779294605529 -0.035947041222563557 0.007303059360186475 -0.045270708986764878 -0.047014118471157586 0.046546900641566386 -0.043970799694266621 0.049229042023180056 0.008559806136077916 0.01902502869131625 -0.021437661141055889 -0.024570468683861767 0.022186486650956839 -0.012232104554306452 0.032599383727501138 -0.0097172925569167842 0.01832764141445925 -0.011707899012959789
leaf_weight=0.74906799010932335 1.4916170054930251 0.78135393210686743 11.67106918041827 1.4909834065474559 218.59260060837551 4.6567385382950297 1.821466741617767 2.7533400194370188 4.4673499339260161 1.2736344328150151 1.1370939388871195 1.5161793758161364 4.1946352222003034 1.9950135301332914 1.4082822799682615 0.94851785073842521 1.2367214004771083 0.58070267830044064 0.96406325328280296 0.40739408135414112 1.3538317106540487 6.8186483788304058 4.063638273626565 4.7610364388674524 6.9891536356881288 4.7785815307870489 3.7372875981964171 2.8776805754750967 3.9999692218843839 7.4496124410215989
leaf_count=11 26 104 242 8 1470 21 38 40 41 15 9 33 38 36 12 57 67 5 104 1 182 30 41 36 40 37 16 31 21 88
internal_value=0.000583111 -0.0148691 0.000659535 0.000870201 0.000734263 0.000871197 0.000569834 -0.00792786 0.0045081 -0.023549 -0.0130223 9.54962e-05 0.000967468 0.000763097 -0.0180502 0.00100062 -0.0154428 -0.0062655 0.00492543 -0.00394324 -0.0132888 0.00134256 0.00064629 0.00678273 0.00317588 0.0103621 0.00310859 0.0141905 0.0010364 0.000730418
internal_weight=310.967 1.53042 309.437 297.766 296.274 294.783 290.126 12.9691 7.22069 5.74837 4.47474 2.65327 277.157 272.963 3.4033 269.559 5.49123 4.25451 3.30599 2.72529 2.31789 264.068 234.106 29.9624 23.1437 18.3827 11.3935 6.61497 230.042 226.042
internal_count=2900 115 2785 2543 2517 2509 2488 176 81 95 80 42 2312 2274 48 2226 416 349 292 287 286 1810 1620 190 160 124 84 47 1579 1558
is_linear=0
shrinkage=0.0408644


Tree=536
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 2 0 1 0 0 0 0 0 1 2 2 1 1 1 1 0 2 2 2 2 2 1 1 2 0
split_gain=0.237583 0.31573 0.403931 0.373879 0.296648 0.497002 0.321882 0.219104 0.383413 0.627112 0.475712 0.688751 0.253355 0.560093 1.20959 0.869869 0.465703 0.992367 0.525311 0.711695 2.47236 0.333246 0.515796 0.620209 0.492132 0.60219 1.67976 2.07888 0.615523 0.628731
threshold=32.785955158400007 0.38185982460000006 0.53136133645000017 0.33263974130000007 34.542090938800008 33.96174662340001 0.51700547890000015 0.50064369330000014 0.68186581240000022 0.66697104880000013 0.64899254515000016 0.6461932277500001 0.60665848330000005 0.49703601690000004 45.673096293200011 43.45354240915001 0.46613873835000008 0.47536001915000009 0.46208197360000008 0.45393850480000009 0.58258734765000009 49.275256100300005 48.852845034800005 48.461603274950008 47.833738492450003 44.527357125550004 0.41640968835000008 0.37668033890000002 43.874475754150005 0.48041974790000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 12 9 10 11 -9 16 14 15 -14 18 -18 19 21 -21 22 23 24 25 28 27 -27 29 -6
right_child=4 2 -4 -5 7 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0061949702912114761 -0.012929528767097138 0.01900982550150726 -0.041073809394034544 -0.049439783792311592 -0.0028503506799057118 0.020795451976188165 0.010414529940518669 -0.026140826832592591 -0.041727321853617751 0.016838830707267258 -0.05088178157238088 0.04137021337241864 -0.003570076801045785 0.028033498469891262 -0.025279084172763467 0.037138196444680568 -0.046931897066399809 -0.0033579007598062145 0.014756631482491648 -0.046102675313069538 0.0086144199163376099 -0.010309966486575664 0.01177891964266633 -0.017481133293655384 0.015147937399274976 -0.0039379917045049093 0.014088893994162289 -0.046773733875408743 0.0093008358079179759 0.0017307707112709026
leaf_weight=0.27813154290197306 1.7688452755101018 0.63189096562564373 0.23829222183121601 0.56889417560887523 63.527429271023721 2.9624655887964764 1.8889400640764504 0.76290480516763615 0.48988276214367932 1.2513477976317515 0.52767442821641442 0.33690309163648635 1.7244170650374138 1.6434142924845216 1.7060676161199806 1.5338242119178174 0.97309123346349125 4.7724249033490196 3.9803679650649419 2.1729779026936731 3.0974045234033838 4.2301887292996971 6.475634489208459 2.9190601529553524 3.6188117563724509 5.1481280487496388 3.5572580214357004 2.6560837598517537 12.939911653054876 171.15114032034762
leaf_count=32 16 7 103 26 555 36 32 124 101 30 50 7 42 13 22 8 38 79 19 47 21 108 33 18 21 77 36 67 94 1038
internal_value=0.000506766 -0.0140801 0.00255644 -0.0311714 0.000588141 0.00882261 -0.000874276 0.000407149 -0.00956582 -0.00409298 -0.0201871 -0.00546024 0.000519952 0.00813442 0.00154691 0.0155934 0.000347182 -0.0107378 0.000570281 0.000369683 -0.0139454 0.000642818 0.000813161 0.000545721 0.000746108 0.000544867 -0.00830794 -0.0185167 0.00095106 0.000490662
internal_weight=309.534 1.71721 0.870183 0.847026 307.817 6.62025 3.65779 301.196 3.36871 2.87883 1.62748 1.09981 297.828 6.60772 4.96431 3.25824 291.22 5.74552 285.474 281.494 5.27038 276.224 271.993 265.518 262.599 258.98 11.3615 7.80421 247.618 234.679
internal_count=2900 168 110 58 2732 84 48 2648 312 211 181 131 2336 85 72 50 2251 117 2134 2115 68 2047 1939 1906 1888 1867 180 144 1687 1593
is_linear=0
shrinkage=0.0393254


Tree=537
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 0 2 1 2 0 0 2 1 1 2 0 1 1 1 0 0 2 0 1 2 2 2 2 0
split_gain=0.971768 1.09132 0.926261 1.77077 2.44365 2.66848 2.3329 1.9674 2.98685 6.20578 3.20184 3.04318 1.7986 1.73825 1.37247 1.21172 2.39108 2.30609 2.25637 2.65279 1.75431 1.94083 2.32261 1.58032 1.27641 1.88332 2.19146 1.26071 1.22052 1.17974
threshold=51.779769178100004 0.61532588845000014 0.47727612945000003 0.50579323975000012 0.37668033890000002 0.36998892250000009 0.50356276755000018 38.592454371550012 0.35585760905000008 40.660558922250004 0.48041974790000003 0.49967066855000003 37.020641110850008 0.34988473400000003 0.34524415440000006 38.703421923500009 0.52468488970000016 0.39971857130000005 0.40367054880000008 0.41367024935000007 0.56369569775000017 0.54017843775000018 36.82350895510001 0.53321756835000012 0.39724858540000008 41.395309858300003 42.654057868200006 43.633733172900008 38.238138001450004 0.52215502530000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 6 5 -5 7 12 13 -10 -11 -12 -4 -9 -1 20 -17 24 -19 -20 21 22 -6 -21 25 -18 -27 -26 -23 -24
right_child=1 -3 3 4 15 -7 -8 8 9 10 11 -13 -14 -15 -16 16 17 18 19 23 -22 28 29 -25 27 26 -28 -29 -30 -31
leaf_value=5.424806643081411e-05 -0.0021513355174503177 0.00027385308111791296 0.00039279850558164049 0.00010608543081095128 0.0002146512459808879 -0.0017965413983585892 0.0013204085923575956 0.00022226749700891569 -0.0030944470917162593 0.0019011856792605355 -0.0019382762958120112 0.00081157952097450506 0.0016638709806399581 0.0013074177459771145 -0.00067022928965260848 0.00078033572099615238 0.00094352078445004322 0.0012616836889312141 -0.0015958639922986054 0.0015881105626979089 -0.0012873886455835913 0.00011752252944628504 -0.0022656236701661336 0.0001292600021524528 -0.0022879061233749601 -0.0024071147672300001 -0.00021524954676381688 -0.00022719302586042162 0.0014247827413297976 -0.00070372089215573028
leaf_weight=45.927706895396113 1.3540218600537621 1.1903583100065587 10.109568879008295 5.0855217371135932 9.3322363118641132 4.9819709658622742 7.7132885064929715 87.239670025184751 2.8267859108746034 2.3540843427181244 2.9830705444328487 2.547055387403816 6.0901522636413565 5.3485001325607291 11.081008948502129 19.473720629233867 3.2794914692640331 6.2724351249635211 2.9908429058268657 2.6180034559220067 4.4849200931639635 6.9233723653014732 2.2623377162963134 79.986058485665126 2.4581063259392968 1.9839952625334243 7.2403505872935057 1.7246526312083004 3.7637894004583359 6.1092190705239773
leaf_count=428 81 17 42 38 67 47 35 375 22 6 40 22 22 23 152 96 16 24 43 15 268 76 16 720 34 31 66 13 11 54
internal_value=0.00012107 -0.00101674 0.000129221 0.000170477 4.76564e-05 -0.000835443 0.000335546 0.000271976 0.000178091 -0.000745651 9.64807e-05 -0.000671753 0.000870648 0.000284953 -8.65715e-05 0.000102911 0.000184163 7.72138e-05 0.000191989 0.000113601 -0.000213507 -4.38654e-05 -0.00041921 0.000175496 -0.000554677 -0.000259114 -0.000686681 -0.00143822 0.000577912 -0.00112581
internal_weight=357.736 2.54438 355.192 298.183 170.971 10.0675 127.212 119.499 103.299 10.711 7.88421 5.53013 16.1997 92.5882 57.0087 160.904 128.028 108.554 91.8673 85.5949 32.8759 28.391 17.7038 82.6041 16.6866 12.5038 9.22435 4.18276 10.6872 8.37156
internal_count=2900 98 2802 2222 1635 85 587 552 488 90 68 62 64 398 580 1550 1058 962 802 778 492 224 137 735 160 113 97 47 87 70
is_linear=0
shrinkage=0.00184769


Tree=538
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 1 2 2 0 0 1 1 2 1 1 0 1 2 2 2 2 0 2 1 2 0 0 1 2
split_gain=0.197462 0.367218 0.437635 0.304031 0.728608 0.458483 0.401442 0.391774 0.285262 0.162493 0.456075 0.838087 0.771272 0.527804 0.782485 1.69343 1.26948 1.23922 0.474422 0.976385 0.500018 0.603654 0.832195 0.661233 0.732942 1.38803 1.05241 0.8295 0.520986 0.513996
threshold=0.50064369330000014 0.59210802070000013 0.57987784795000008 0.67036915065000013 0.66697104880000013 0.52041855035000018 0.52332265500000019 46.051945193250006 45.027406014450008 0.47727612945000003 0.47577916830000005 0.34479506600000004 0.34512439750000007 49.49736495185001 0.3447651268000001 0.3447052483500001 0.4622167001000001 0.35675578575000005 48.919835655300012 48.680511450650009 45.027406014450008 43.022303514600004 0.47440196400000006 41.902916368500009 0.32272985840000007 39.420767558750008 0.43563066975000003 0.46928235680000008 0.34307356065000005 44.611732354850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 7 -7 8 -2 10 13 -12 -13 14 15 18 -16 -18 19 20 21 23 29 24 26 27 -1 -26 -25 -23
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 11 12 -14 -15 16 -17 17 -19 -20 -21 -22 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-8.6617387012404912e-05 -0.038268538739689537 -0.047606181611545666 0.023534133115661694 -0.041390123428734417 0.039944256665797505 0.036598197133153813 -0.038459652405444272 -0.046177361035491173 0.040155582442412255 0.00094689444282002543 -0.029232829709846975 0.0086380009788320812 -0.01361964072178447 0.022460026782527946 -0.044613868308609153 0.034612928859890389 -0.023198540308222035 0.017895996537683086 -0.013442512871669339 0.024774482899063519 -0.019794979073350323 -0.0079703242852842797 0.048298280961869965 -0.042698973206060156 -0.008856092414714611 -0.033913128911917806 0.036084704312490529 0.019691731868803644 -0.0059819493264425885 0.035608634583166973
leaf_weight=3.3693181192502539 0.11550437762343813 0.31543704638897896 0.62260602822061617 0.41898535866494047 0.39529533695895214 0.32428280118620012 0.14896867613424547 0.75097479508258402 0.15641877055168152 259.47164045878162 2.1762761836871496 4.2495809067040664 4.6932743561919779 1.5174830406904209 1.3916681513510401 2.135770544409751 2.1292434772476554 2.0761543207336217 3.4849018864333621 2.3275912106037131 1.8633874929510046 1.4732767345849418 0.84496983885765065 0.93313477240735609 3.5405693067004904 1.9400703087449072 1.7511454075574873 2.4788356497883797 1.361033961176872 0.52617378719151009
leaf_count=60 75 79 10 75 6 7 81 26 1 1960 14 27 55 6 74 6 33 19 21 7 35 67 2 48 57 20 6 11 6 6
internal_value=0.000479827 -0.00880247 -0.00462928 -0.0122186 -0.00575669 -0.0178313 0.0129717 -0.0320825 0.00684349 0.000578453 -0.00148796 -0.00816894 -0.00304297 0.000625779 -0.000359526 0.0022204 -0.0132798 -0.00291066 -0.000451332 0.00156893 -0.00112071 0.000789291 0.0168064 -0.00217409 0.00111322 -0.00607287 0.0122836 0.00290011 -0.0209163 0.00349788
internal_weight=308.984 3.24847 2.93304 2.31043 1.89144 1.49615 0.473251 1.0229 0.271923 305.735 46.2639 11.1191 8.94286 35.1447 33.6272 28.0302 5.59707 4.2054 25.8944 22.4095 20.0819 18.2185 2.84442 15.3741 13.0799 7.95948 5.12046 6.0194 2.29417 1.99945
internal_count=2900 360 281 271 196 190 88 102 76 2540 580 96 82 484 478 352 126 52 346 325 318 283 75 208 154 88 66 68 54 73
is_linear=0
shrinkage=0.0378485


Tree=539
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 0 0 2 2 1 1 2 0 0 0 0 2 0 2 1 2 1 1 2 1 2 1 1 0
split_gain=1.06961 1.92623 2.97447 2.19321 2.2423 1.70074 1.48042 2.80425 1.84871 1.37034 2.17566 5.45012 3.14592 2.84433 3.00728 4.45579 1.53391 1.84499 1.53233 1.43697 1.22263 1.2126 1.76435 1.87315 1.82102 1.97059 1.65914 1.39406 2.60339 1.36246
threshold=0.39078171310000004 0.52646627350000019 40.305698932850007 0.52428071015000011 42.718072821900002 41.919251152600005 0.51589772760000019 0.50300889195000009 43.968221017800005 43.162556114600001 0.34542378970000004 0.34512439750000007 42.233786329550007 0.49128768600000011 0.48077901860000011 0.47778509625000004 0.47760546090000006 43.812290675100009 0.47830903265000008 43.57842012870001 0.34479506600000004 38.238138001450004 0.39167988980000007 0.39971857130000005 41.468518788800004 0.39685937550000011 37.962710038050005 0.40367054880000008 0.41367024935000007 0.53321756835000012
decision_type=2 2 2 2 2 2 2 2 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 12 -7 14 15 -12 17 -11 20 -18 -14 26 -23 24 -24 -26 -3 -25 -29 -30
right_child=1 21 3 -5 -6 6 8 -9 -10 16 13 -13 18 -15 -16 -17 19 -19 -20 -21 -22 22 23 27 25 -27 -28 28 29 -31
leaf_value=0.00037217053085929772 -0.002866220311546402 -0.00027624589086818407 0.0019299696569236183 -0.002428105753803009 -0.0011997693465270009 -0.0023313348122987391 0.00015731684269991759 0.0011531022551414325 -0.0021650483416573809 -0.0017752333114969742 0.00067609760245375991 -0.0031559437287670485 0.00046693336031951592 -0.0012530613236721899 0.0011054228082444709 -0.0027507273064522105 0.0014459192443109262 9.1105097542178913e-05 0.0017082401669052385 0.00019592480467936561 -0.0013458696695658585 0.0020409435213575907 0.00037789319566340645 0.0010950367033619221 -0.0024992994158670344 -0.00027594533369253437 -0.0026894633836904019 -0.0017594526551519374 0.0016989189476229454 0.0001394602731083847
leaf_weight=134.39195420063334 2.427171407500281 14.371694782457778 2.2992032878100876 1.3023068795446304 1.6334265982732175 2.3916613936889908 2.8773371428251258 9.0156156718730909 2.8427188033238053 2.5201861513778594 4.1754864833783421 3.5131084043532601 4.2212644424289447 5.2517170608043662 11.182442486286162 2.5493769738823175 6.4933191984891883 17.935035258997232 2.3832246530801058 9.3771968651562911 2.454558901488781 1.9812238812446583 3.9533360749483091 6.5294878408312789 3.2810229952447116 3.3723012376576662 1.2956721811788146 2.980152021162211 2.4003336713649324 88.830992281873478
leaf_count=703 46 340 11 32 67 32 15 47 45 53 39 41 48 26 36 31 20 142 8 41 23 5 25 29 59 31 29 46 17 813
internal_value=0.000140039 -2.31555e-06 -0.000997283 -0.000130753 0.000630026 0.000227052 8.37332e-06 7.72635e-05 -0.000996838 -5.3019e-05 -0.000323514 -0.00093053 -0.000247767 6.86989e-05 0.000456335 -0.000623002 0.000230858 -0.000138837 0.000302311 0.000707352 -0.000199596 5.67834e-05 0.000130414 9.64194e-05 -0.000720009 -0.00137237 -0.000475816 0.000182378 0.000119125 0.00018049
internal_weight=360.235 136.658 7.66211 5.23494 3.93263 223.576 89.1842 83.4642 5.72006 74.4486 38.1228 14.9638 11.4507 23.159 17.9073 6.72486 36.3257 20.4552 9.05905 15.8705 6.67582 128.996 113.329 111.348 10.6067 6.65332 15.6674 100.741 94.2115 91.2313
internal_count=2900 1550 156 110 78 1350 647 587 60 540 284 152 111 132 106 70 256 195 79 61 71 1394 1025 1020 115 90 369 905 876 830
is_linear=0
shrinkage=0.00204248


Tree=540
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 0 0 0 2 0 1 0 0 1 2 1 2 0 0 2 2 0 1 0 0 1 2 1 1 2
split_gain=1.02242 1.79963 2.78375 2.114 1.9566 1.20467 1.57004 1.86384 1.37356 1.91476 1.83482 1.35933 1.3589 1.93657 1.75921 1.759 2.48984 1.60993 5.39047 1.29377 2.99086 1.88203 1.1703 1.08706 0.930801 0.873049 2.83356 2.9897 2.12947 1.8309
threshold=0.39078171310000004 0.52646627350000019 40.305698932850007 0.52428071015000011 42.718072821900002 0.52511900840000014 0.48543456785000005 0.48368312325000012 43.45354240915001 0.50749977545000013 0.34587287805000005 0.48181192180000004 0.49320379630000005 0.35877668335000007 41.986601436450009 0.36730936200000003 36.921550069850007 0.50579323975000012 0.51401155655000019 38.771633980050005 36.625813070500008 0.52266399210000014 0.39167988980000007 0.52366695610000014 0.51589772760000019 0.39971857130000005 41.468518788800004 0.39584144190000009 0.39685937550000011 37.962710038050005
decision_type=2 2 2 2 2 2 2 2 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 11 10 -10 -8 -1 -12 14 -14 16 -15 -17 -19 20 -20 -21 -3 -6 -11 26 27 -24 -28 -29
right_child=1 22 3 -5 23 -7 8 -9 9 24 12 -13 13 15 -16 17 -18 18 19 21 -22 -23 25 -25 -26 -27 28 29 -30 -31
leaf_value=7.4057758851334797e-05 -0.0030004806295184728 0.0016003835443515531 0.0019918831660551946 -0.0025686637035424692 -0.0023741902265825231 -0.0008597330556514213 0.0016157539408532112 -0.0012343403192146001 0.00034973889296679024 -0.00065384721168099157 -0.00035647738945179504 0.00080461576069407051 0.0023883898412558357 0.00032163683269075503 0.00060799379300724497 0.0014079818282993928 -0.0018292957951276535 -0.001889069284522823 0.0013603287781404707 0.00051795088658192386 -0.0010790978635575022 0.0020876407562554662 0.0015666196256083008 0.0015416662003448899 -0.0032952313336107129 8.4222789295846558e-05 -0.0027043430331570705 0.0003315809915224588 -0.00031404800737985805 -0.0027520832405968196
leaf_weight=113.83827042352641 2.36416355613619 2.2522827088832846 2.20913954731077 1.2712975775357334 1.0960552636533973 4.7299392754212013 7.1907689832150927 4.7591591812670222 5.407994005829095 1.2912413161247971 8.4201936498284322 13.459603868424891 4.827306464314459 8.4617459774017316 5.7433441206812859 9.3900296837091428 3.6362826451659194 4.2486766614019897 4.7373119853436965 8.7743886858224851 4.7636518925428391 6.132904812693595 4.5858194380998594 0.48252573795616616 1.232102822512388 116.31709660086199 3.4397369418293229 2.0082729142159228 3.6098922919481993 1.6638163998723028
leaf_count=837 46 7 11 32 57 37 25 24 27 14 39 47 25 33 21 42 22 38 20 32 24 17 18 10 26 1238 59 18 31 23
internal_value=0.000133245 -1.11877e-05 -0.00105307 -0.000143019 0.000671115 0.000225572 0.000249303 0.000101365 0.000481165 -0.000379879 0.000570638 0.000151302 0.000461937 0.000575436 0.00142105 0.00039718 -0.000324865 0.000626773 0.000370794 0.000764162 0.000137234 0.00116373 4.65826e-05 -0.00117723 -0.00194359 1.99949e-05 -0.000468052 0.000396127 -0.00148035 -0.00106562
internal_weight=362.345 141.3 7.42318 5.05902 3.78772 221.045 216.315 132.057 84.2579 7.93134 76.3266 127.298 69.1358 60.7156 10.5707 50.145 12.098 38.047 28.6569 24.4083 9.50096 14.9073 133.877 1.57858 2.52334 131.625 15.3075 8.25791 7.04963 3.67209
internal_count=2900 1550 156 110 78 1350 1313 908 405 67 338 884 313 274 46 228 55 173 131 93 44 49 1394 67 40 1387 149 59 90 41
is_linear=0
shrinkage=0.00217391


Tree=541
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 1 1 1 1 2 1 1 2 2 0 1 0 1 0 2 1 0 0 0 0 0 0 1 0 2
split_gain=0.212227 1.69626 0.571197 0.876237 1.13601 1.26232 0.997786 0.608447 2.50954 1.31548 0.73845 1.58938 2.54217 1.25294 1.21703 0.938189 1.34897 2.14427 1.70792 1.02794 2.36379 2.30117 2.06938 1.88055 1.8392 1.21897 0.766105 1.44847 1.62673 0.761557
threshold=0.39167988980000007 0.39388042275000007 37.186372654950006 34.997818021800008 0.52975958800000011 0.45976168375000009 0.43625939340000008 0.39584144190000009 0.3982365797500001 43.740100730350001 0.40367054880000008 0.41753240920000007 43.968221017800005 45.33565396960001 0.53592706805000012 0.41808628485000005 0.54017843775000018 0.4211999641000001 0.54095685760000012 40.823855932350007 0.42829556000000008 0.54384599265000022 0.55671985870000007 0.54511840960000013 0.55980359870000018 0.56276758185000009 0.57161462230000015 0.43887907550000005 0.62143349005000015 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 -3 -4 9 -9 14 12 -12 -14 -10 -13 17 -17 -18 20 -20 -22 -23 -21 -24 -26 -27 -28 -29 -25
right_child=1 2 7 4 5 -7 -8 8 10 -11 11 15 13 -15 -16 16 18 -19 19 23 21 22 24 29 25 26 27 28 -30 -31
leaf_value=0.001401386887467041 -0.046211719963334986 0.014822436670385717 0.014541085223453645 0.010961862861837228 -0.053136087173668266 0.012789848062637317 -0.045589310026567575 -0.04985973538091424 -0.0049664060021739256 0.0037494609226962094 -0.053433033975090631 0.028567762883469409 0.037670323397228166 -0.02062460987132329 0.025353175919075165 0.0045566309119807061 0.043169940527161318 -0.054258785968067186 -0.026444532006586214 0.029221277011689521 0.05275099837189097 -0.033639391434397592 0.036705659672024937 0.022759465694954725 -0.038128225903069454 0.011129688135315906 0.054238435797750541 -0.038047057896546749 0.022667899545238939 0.00025169096045639101
leaf_weight=197.0232403420232 1.4175668659154315 2.7441095088142897 5.1093916390091172 1.1272992067970333 2.2562530645518568 0.65130220971332153 0.57553192007617315 2.6264937715604897 4.0659193241735903 1.1431889198720453 2.4386633909307411 2.1379904504865399 1.1784003013744953 1.4083874402567742 5.3156443824991584 2.3887458443641654 1.7036576941609372 1.9667574699851682 6.9924963880330351 4.8581737987697116 1.4311603605747247 3.0309426486492184 2.513804502785205 2.8068029407877466 1.4670001985505212 6.7183155044913274 0.5129379630088805 2.6593284286209387 1.0796768586587857 38.462694924615789
leaf_count=1373 56 37 33 19 56 38 136 53 30 18 41 9 7 35 26 13 5 79 45 20 3 32 12 15 11 44 1 89 67 497
internal_value=0.000575315 -0.000867698 -0.000290544 -0.0115256 -0.024586 -0.0383685 0.00434875 0.000503829 -0.000221314 -0.0336023 0.00110136 -0.00011422 -0.0228759 0.0059314 0.0122128 0.00130269 0.000560986 -0.0220019 0.00188475 0.000915051 -0.0056485 0.0018421 -0.00220967 0.00467234 0.0041619 -0.00241581 0.00235984 -0.011497 -0.020515 0.00178248
internal_weight=309.812 112.789 111.371 7.3545 4.03485 2.90756 3.31964 104.017 98.9072 3.76968 95.1375 85.7559 5.02545 2.58679 9.38156 80.7305 78.5925 4.3555 74.237 72.5333 26.4057 19.4132 17.982 46.1277 14.9511 12.4373 10.9703 4.25194 3.73901 41.2695
internal_count=2900 1527 1471 286 113 94 173 1185 1152 71 1081 1025 83 42 56 942 933 92 841 836 304 259 256 532 224 212 201 157 156 512
is_linear=0
shrinkage=0.041715


Tree=542
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 2 2 1 2 0 0 2 0 2 0 1 1 1 2 2 1 0 0 2 0 1 1 2 2
split_gain=0.21555 0.688165 0.212504 1.84928 2.0391 1.80659 1.53806 1.04935 1.25007 2.46249 1.18352 3.74943 1.00398 1.82157 0.965164 1.97437 1.16597 1.62316 1.21553 1.09264 2.43046 1.86791 1.02613 1.9824 2.05437 0.966996 1.97369 1.09185 0.955329 0.913236
threshold=0.30949672165000003 44.921040431000009 0.50579323975000012 0.37668033890000002 0.35877668335000007 0.50356276755000018 37.858673296900008 38.592454371550012 0.36195024100000012 40.742467179200005 0.48140774230000011 0.50109278165000015 37.020641110850008 0.47778509625000004 38.703421923500009 0.52468488970000016 0.39971857130000005 0.4019490434500001 0.38398550940000004 47.833738492450003 41.395309858300003 0.3982365797500001 0.56369569775000017 0.54017843775000018 37.272044000450002 0.52266399210000014 0.38042274180000007 0.39024280710000009 38.238138001450004 37.272044000450002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -6 12 -9 -10 -11 -12 -2 -14 22 25 18 -18 -17 20 -20 -22 23 24 -5 26 -16 -28 -25 -24
right_child=2 -3 3 14 6 -7 -8 8 9 10 11 -13 13 -15 15 16 17 -19 19 -21 21 -23 29 28 -26 -27 27 -29 -30 -31
leaf_value=-0.043817641469585361 0.0017654941987076107 0.013861689269779629 0.018363365546707786 -0.00042257648772579213 0.0010364920846484846 0.024288957630298307 -0.04339818624137682 0.00035817552763404233 -0.065731379893430156 0.014337853797812982 -0.061239849377639551 0.032893122900128857 -0.0021249720508320713 0.036027877557727961 0.034901961510058976 0.022676223324476771 0.035078437118227251 0.00084608423902707579 0.0035226762527840721 0.0055292866650368021 -0.053830868199066594 0.0022687631805630619 -0.010742365553457927 0.0015765581721755625 -0.031639102664965772 0.02847895635862446 -0.015645857375950058 0.016218691109058974 0.029421155083425105 -0.056061491186042554
leaf_weight=0.73902387905400135 12.863656141926187 0.70887366868555546 1.9321973565965871 9.4955788624938631 1.9210668103769419 5.9433335245121262 4.6870851549319923 121.76781181205297 1.4741613292135287 2.8095837942091748 1.8323246872751044 1.2417372744530437 3.7768859411007707 5.206235446035862 3.3446939531713742 1.6472263932228077 2.5000157058238974 78.492558346275473 3.7039054296910745 3.2042442033998659 4.2462027380242944 1.3741620481014249 2.0039437381528837 5.794932315242475 6.0290075349621466 6.2253275929251677 4.8919552974402905 3.0560599662712775 3.43162726983428 1.271143506732187
leaf_count=107 146 8 10 82 9 35 66 715 18 29 35 16 36 22 19 9 12 859 31 34 88 6 208 76 55 43 24 31 11 60
internal_value=0.0005205 -0.0155785 0.000596633 -0.000533147 -0.0194299 0.00167124 -0.0304805 0.00078085 -0.000653377 -0.017394 -0.00528299 -0.0232158 0.00925787 0.0199868 0.000613765 0.00234119 -3.39762e-05 0.00190274 -0.0110993 -0.0155401 -0.0227805 -0.0401147 -0.00633178 -0.00342071 -0.0125456 0.0152445 0.00794874 -0.00339375 0.0119328 -0.0283319
internal_weight=307.617 1.4479 306.169 149.253 8.54035 156.916 6.60815 150.972 129.126 7.35781 5.88365 3.07406 21.8468 8.98312 140.713 112.686 95.1683 80.9926 14.1757 12.5285 9.32427 5.62036 28.0262 24.7511 15.5246 17.518 11.2927 7.94802 9.22656 3.27509
internal_count=2900 115 2785 1733 85 1052 75 1017 813 98 80 51 204 58 1648 1156 1039 871 168 159 125 94 492 224 137 117 74 55 87 268
is_linear=0
shrinkage=0.0418233


Tree=543
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 1 0 2 2 0 2 0 1 1 0 2 1 1 0 2 1 1 2 2 1 1 2 0
split_gain=0.189607 1.08835 0.92114 1.25686 2.70214 2.60835 2.15815 1.67826 2.89671 0.85969 1.18138 3.70667 0.558909 1.73801 1.48524 2.89209 1.39022 3.04941 1.3509 1.72691 1.22329 0.680228 1.80041 2.43827 0.925164 0.671711 1.27766 1.64978 1.25721 0.787985
threshold=42.564639561200003 42.541806567400009 42.988308018450006 0.34581299960000006 0.34515433670000012 0.34744468730000005 0.50449088350000015 0.38398550940000004 0.56859076075000015 43.061965423550006 43.162556114600001 0.50356276755000018 44.157169339850007 0.55820185025000013 0.34632196640000007 0.34560342505000002 0.48119816770000007 43.812290675100009 0.35675578575000005 0.3982365797500001 0.47440196400000006 44.758188263300006 0.34575312120000007 0.41367024935000007 45.154229826150008 47.480720532750006 0.41640968835000008 0.44286099220000008 47.001379125850008 0.61802041855000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -7 -8 -9 -4 11 -11 13 14 15 16 17 20 -16 -20 -12 22 -14 -24 -23 26 28 -28 -26 -27
right_child=2 -3 9 5 -6 6 7 8 -10 10 12 -13 21 -15 18 -17 -18 -19 19 -21 -22 24 23 -25 25 29 27 -29 -30 -31
leaf_value=0.00074805798141957852 -0.00095590622916663192 0.024929808457204015 0.020435767159394366 0.021222563681300006 -0.054768402949866304 -0.055344319519830425 0.028687876713818269 -0.039359827989935939 0.025126151977092837 -0.059604713907444117 -0.0075309932459275628 0.013757030204928467 0.010858456253781078 -0.022220158561202706 0.037196349841858177 -0.035542416946461604 0.032708669521376445 0.021917787229488294 -0.0061084406898982892 0.024601346713532556 -0.067865364039110365 0.018057235396119451 -0.065382545129773956 -0.0012413694090824454 -0.045165700744906716 0.0037987678218877122 0.029129731551198777 -0.016449859078714636 0.00362434061008795 -0.016396166623258112
leaf_weight=207.93109278276097 3.1266514014569138 2.6912913160049348 3.0518279972893643 4.3737150244414789 2.3208152828738093 1.5412590162595732 1.5460595563054083 2.8777581714093685 1.5194160522078162 1.82651561894454 0.92111925419886187 2.1293360059789848 2.499361105146817 2.9090368014876722 3.4562076330184928 2.7298002978786826 2.5252990797162056 3.0217764154076576 4.9968666853383166 5.4814209919422865 1.0010666530579326 3.7773757121758527 1.5964738084003331 1.7998722640913909 2.2542714346200214 22.601160351885486 1.8720752447843549 2.8738897508592345 1.1327784582972524 3.1415169545216477
leaf_count=1822 27 11 22 18 32 17 6 38 27 35 26 20 24 45 12 21 7 26 46 33 15 33 22 31 73 252 10 40 20 89
internal_value=0.000425239 0.00105705 -0.000976938 -0.00885908 -0.023882 -0.00195783 -0.0155038 -0.0051719 -0.0170771 0.000780892 -2.37432e-05 -0.0201159 0.0011022 0.00536848 0.00869399 -0.00226183 0.00990126 -0.0017484 0.0167129 0.00995652 -0.0389529 -0.00154705 -0.0134804 -0.0313913 0.000321474 -0.00165619 -0.0111216 0.00152929 -0.0288482 0.00133427
internal_weight=305.527 210.622 94.9047 17.3057 5.44747 11.8582 7.48449 5.94323 4.39717 77.599 74.5472 3.95585 70.5914 27.0426 24.1336 10.1991 7.46926 4.94396 13.9345 10.4783 1.92219 43.5488 5.89571 3.39635 37.6531 33.8757 8.13301 4.74596 3.38705 25.7427
internal_count=2900 1833 1067 165 59 106 88 71 65 902 880 55 825 231 186 95 74 67 91 79 41 594 77 53 517 484 143 50 93 341
is_linear=0
shrinkage=0.0377826


Tree=544
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 1 2 0 0 2 1 1 1 0 0 0 1 0 1 1 1 0 0 1 1 1 0 1 2
split_gain=0.208613 0.345473 0.584418 0.414164 0.658865 0.265522 0.247231 1.48024 1.49689 1.84811 1.11061 1.21141 1.10104 0.938128 1.2828 0.873458 1.41928 0.864011 0.846706 0.834342 1.33441 0.747675 1.03999 0.898283 1.68256 0.683017 0.643106 0.873362 1.05567 1.28268
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.51700547890000015 0.53136133645000017 33.384956903900012 0.38906020780000011 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.45521092180000006 0.40259273675000007 0.38733870245000007 0.51700547890000015 0.51401155655000019 0.5096104907000002 0.38042274180000007 0.51243974730000008 0.36730936200000003 0.37138109635000011 0.39024280710000009 0.52324780695000006 0.52646627350000019 0.39513787010000007 0.41129008115000004 0.36543816055000006 0.48607826115000008 0.34587287805000005 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 13 8 -8 -10 12 -12 -11 14 15 16 19 -16 -9 26 -21 -20 -23 24 -24 -14 27 -7 -29 -30
right_child=5 2 3 4 -6 6 7 18 9 10 11 -13 25 -15 17 -17 -18 -19 21 20 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.049910266310772992 0.015497141034132909 -0.056078055344543576 -0.066859858251626186 0.04972277658277395 -0.049007924910344627 -0.00059476973863464996 -0.064432835695623275 -0.049893722577674875 0.066614957741020983 0.054703512943314853 -0.05908838258450276 0.015883923930043575 0.021987838443926985 0.020379705435522259 -0.041824509402540663 0.02002830845558818 -0.031504271610053779 -0.0062154727848494394 -0.021039063072385792 0.029152530365763735 -0.0021200315781822079 0.019447197979038378 -0.059851354042017864 0.00062816071958749018 0.013118952736311161 -0.055128303238599963 -0.018342768342057288 0.026306239283267654 -0.001383823283114447 0.028401355884005046
leaf_weight=0.15843188762664695 2.6094728502575881 0.66303644207073353 0.15378076396882534 0.4713314026594162 0.21858470465667779 114.21912712632911 1.4920609830878664 0.74577983887866039 0.60001558065414418 0.67401552200317372 1.9596002258476803 0.62898687669076014 0.44049743562936761 5.6611091718077651 2.425830239430069 5.5696274088695636 2.8974744938313952 3.9676604783162475 3.4990036617964497 6.0519501363160071 6.0063395276665688 6.3826613129931493 1.5187828075140708 101.36024046794046 1.2920353623921981 0.5985183339798823 3.8116219080984584 5.9207096751779345 17.918743357062343 3.8872777447104445
leaf_count=1 24 57 3 4 103 854 32 53 1 2 48 42 2 22 36 27 32 26 18 38 39 39 33 1127 34 46 20 25 96 16
internal_value=0.000477099 -0.0161141 -0.0230565 0.00289412 0.0184421 0.000568538 0.000438481 -0.00119963 -0.0232112 -0.0106633 -0.0214425 -0.0408713 0.00791655 0.00155169 0.000934423 0.00172882 0.00109464 -0.0197263 2.6297e-05 0.00169315 0.0135754 0.000352719 0.00102976 -9.8689e-05 -0.0263094 -0.0224344 0.000710148 0.00122177 0.00870493 0.00392587
internal_weight=303.804 1.66517 1.50673 0.843697 0.689916 302.139 299.53 121.192 6.39369 4.90163 4.30162 2.58859 1.71303 178.337 172.676 166.283 160.713 6.39349 114.799 157.816 12.0583 114.053 110.554 104.171 2.81082 1.03902 145.757 141.946 27.7267 21.806
internal_count=2900 168 167 110 107 2732 2708 1477 173 141 140 90 50 1231 1209 1147 1120 62 1304 1088 77 1251 1233 1194 67 48 1011 991 137 112
is_linear=0
shrinkage=0.0470034


Tree=545
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 1 0 1 0 0 2 2 0 0 1 2 0 1 0 2 2 2 1 1 1 0 2 2 0
split_gain=0.191645 2.35085 1.45078 0.667944 1.90047 1.91961 1.60197 1.31422 0.979171 0.916111 0.863696 2.29563 1.48398 2.00186 1.19145 0.949342 0.862468 0.766873 2.4486 0.692027 0.631917 1.03391 1.38792 0.865308 1.00089 1.99344 0.629441 1.36942 1.99904 1.28399
threshold=41.24714903835001 41.134354310300004 41.028010303750008 0.39078171310000004 0.52772372085000019 40.036761086100007 0.39584144190000009 0.53592706805000012 0.3982365797500001 0.53905571685000009 0.56704889075000009 40.036761086100007 38.938637541200009 0.57944372925000021 0.6329151821500002 0.42829556000000008 37.272044000450002 0.55041765215000005 0.4410796084000001 0.54422023290000021 41.532441862050007 41.621607100200002 41.726652433350004 0.3453339720000001 0.3459626957000001 0.4019490434500001 0.48077901860000011 38.771633980050005 37.858673296900008 0.52266399210000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 5 -5 -6 8 -8 -9 11 17 16 -14 -15 -13 -12 19 -19 -11 23 -22 -23 -2 -25 -26 -1 28 -28 -29
right_child=20 -3 -4 4 6 -7 7 9 -10 10 12 15 13 14 -16 -17 -18 18 -20 -21 21 22 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.0013499068304793404 0.002012408093339726 0.026624540784433146 -0.024599555564972366 -0.058888063296934454 0.026350842558721464 0.015837688896846711 -0.0042732266005756341 0.022007878117964192 -0.05333280900986366 -0.0029910881561285474 -0.0017823933701428113 -0.04452222796827441 0.026891983495956829 -0.049295918483818237 0.035660736617733141 -0.013316014990503396 -0.052708321684220197 -0.048170627392226113 0.0051153346441041286 0.017241194675204602 0.018656474222596184 -0.030162075164162212 0.00012932679484801949 -0.042296757658449542 0.01346262718758463 -0.038566731841310792 0.0044613184886425359 0.0089039816234921468 -0.028111459814713143 0.034128996717181878
leaf_weight=30.993867240351392 6.7874953364953381 6.4533914119820102 4.1015176529617738 2.0354362109210338 3.6576563902199259 0.89759349171072234 1.3863634783774608 2.9151088520884505 1.5741654392331836 6.067799741867935 1.640470873568119 3.2472197953611603 6.5017064709682 1.1399899501411708 0.40550292200350657 3.8734348565340042 0.95241958476253774 2.1760060940869144 5.5428375206538476 6.18630142044276 5.3106314508477217 2.7972049147356293 135.83409262618807 2.3075381107628345 3.1116943387314677 2.335976768299588 21.147770211100582 22.32420323044062 4.0711981244385234 4.3724626488983622
leaf_count=266 33 33 34 54 16 10 19 12 24 35 196 23 34 52 35 22 63 68 37 31 33 33 1408 15 24 27 105 117 25 16
internal_value=0.000390555 0.00151654 0.000335641 0.00110397 -0.00277119 -0.0360198 -0.000708032 -0.00297755 -0.0303591 -0.0009833 -0.00275948 -0.00679527 0.00751714 0.0165408 -0.0270052 -0.0275469 -0.0204885 0.000603005 -0.00990642 0.00722288 -0.000630133 0.000224223 -0.000481872 -0.00908645 -0.0188004 -0.00884771 0.0034503 0.00631605 -0.000797034 0.0130354
internal_weight=302.149 143.664 137.211 133.11 50.2 2.93303 47.267 43.6093 2.96053 40.6488 37.7337 27.0936 10.6401 8.0472 1.54549 7.12065 2.59289 19.9729 7.71884 12.2541 158.485 143.942 138.631 14.5427 7.75521 5.44767 82.9095 51.9156 25.219 26.6967
internal_count=2900 1327 1294 1260 731 64 667 651 43 608 596 216 380 121 87 45 259 171 105 66 1573 1474 1441 99 66 51 529 263 130 133
is_linear=0
shrinkage=0.0425671


Tree=546
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 1 0 0 0 1 2 2 1 0 0 2 2 0 2 2 0 1 2 2 1 0 1 1
split_gain=0.919273 1.63756 1.79841 1.27238 1.10341 0.878106 2.33675 1.12282 2.48137 2.07962 1.13445 2.09392 3.2327 1.18214 1.72057 2.12416 1.0579 1.23012 1.01943 1.14062 2.91631 1.7855 2.64599 1.53745 0.931831 0.817416 0.924098 1.49061 0.798837 0.78495
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.272044000450002 41.986601436450009 0.34988473400000003 0.39584144190000009 0.53592706805000012 0.52898116820000018 0.53905571685000009 0.41917906650000009 38.994321257850011 38.238138001450004 0.43166372265000008 0.56369569775000017 0.42314601355000009 41.24714903835001 38.771633980050005 0.56704889075000009 40.878805547300004 40.036761086100007 0.54679500610000009 0.42922367590000005 34.176526048000007 42.34047585750001 0.34503457980000002 0.5317655160000001 0.31063441215000004 0.39388042275000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 7 -7 16 9 -9 -10 12 -12 14 -13 -16 17 28 -15 20 21 22 -20 -22 -17 26 -2 -28 -1 -18
right_child=25 2 3 4 -6 6 -8 8 10 -11 11 13 -14 18 15 24 29 -19 19 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00048481063701300079 0.00029264741410147478 -0.0022271374238897958 0.0015386127118953027 0.00070117467481696982 -0.0021360478446160575 -0.00016412750337049727 0.0016523757668301378 -0.00015299991052254174 0.0011146634332746773 -0.0023906977583816238 0.00022593781425054118 -0.0023732666953655635 -0.0025807179657028065 0.0011380185130332654 0.0011343246243863524 0.00022976477550761153 0.00028562818895852353 0.00087709966754173337 0.0010648850350038987 0.00076955297961529574 0.0014170266465165897 -0.0015071302539896695 -0.0010940893280084558 -3.5540540966789663e-05 -0.0024014970832095454 2.3788033855627879e-05 -0.0026326934378060741 -3.2736777964148227e-05 -0.0022369300891094948 0.0010772153777819538
leaf_weight=0.51933738496154536 1.9551561335101713 2.1223272498755241 1.2825922993943097 0.8974230803723916 1.1629382084647657 5.1148575707338733 5.3586906716227531 3.3472490839194498 3.8321883901953688 2.834355928003788 3.4098602428566656 1.5258947052061547 2.7311926558613777 4.7290492095053187 2.618901708163321 0.78168396622641045 135.28447831561789 1.1040611667558549 3.9730955213308352 8.995268840575589 5.5767221413552743 5.2074663471430531 4.4442689158022404 5.2067469041794538 1.3673542831093071 127.16704604256665 1.6893483921885493 1.574222369934432 1.7126120039029045 4.7931907791644326
leaf_count=7 13 104 8 108 144 30 26 50 14 42 29 39 27 17 20 22 662 21 12 47 19 30 37 24 32 1177 21 21 75 22
internal_value=0.000119751 0.000195934 -0.000843167 3.54691e-05 -0.000900251 0.000222414 0.000765269 0.000194542 -2.48901e-05 -0.00117902 0.000106257 2.98362e-05 -0.0010223 0.000175273 -0.000596578 -2.79805e-05 0.000287236 -0.000782624 0.000302668 0.000184405 -3.12416e-05 -0.000622383 -7.50279e-05 0.000715661 -0.00144441 -6.81226e-06 -0.000752463 -0.00137857 -0.00160363 0.000312715
internal_weight=352.32 219.934 5.46528 3.34295 2.06036 214.469 10.4735 203.995 60.5813 6.18161 54.3997 50.5675 6.14105 44.4265 6.29383 4.76794 143.414 3.33601 38.1326 33.4036 24.4083 13.6248 8.41736 10.7835 2.14904 132.386 5.21873 3.26357 2.23195 140.078
internal_count=2900 1668 364 260 252 1304 56 1248 461 92 369 355 56 299 113 74 787 103 186 169 122 79 49 43 54 1232 55 42 82 684
is_linear=0
shrinkage=0.00192234


Tree=547
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 1 0 0 0 0 2 0 2 0 2 0 0 2 2 0 1 1 0 2 2 0 2 2 2 0
split_gain=0.198811 0.625572 0.182914 1.36188 0.566233 0.994568 0.440458 0.828008 0.82561 0.329203 0.280249 0.399061 0.376489 0.795977 1.19419 1.1538 0.874074 0.701156 0.430658 0.605053 1.36759 1.50365 1.88294 1.24813 1.6009 1.14866 0.790453 0.628115 0.793704 0.868918
threshold=0.30949672165000003 0.37331217625000007 49.275256100300005 49.49736495185001 0.5810754169000002 0.49901200560000009 0.57811143375000007 0.47648274005000008 0.55671985870000007 0.6166282446500001 48.680511450650009 0.51818807820000012 45.673096293200011 0.54191491270000014 47.480720532750006 0.50579323975000012 0.47727612945000003 46.862434125350006 45.027406014450008 0.57600071855000012 0.45772581660000006 0.45877368940000007 0.58388970390000006 40.922041107600009 40.823855932350007 0.58859016195000013 44.710446918150005 42.526729949000007 42.508878681700004 0.62143349005000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 6 -6 7 -5 -9 -7 12 -12 18 15 -15 16 -14 -17 19 -2 23 -22 -23 24 -21 -24 27 28 29 -27
right_child=2 -3 3 4 5 9 -8 8 -10 -11 11 -13 13 14 -16 17 -18 -19 -20 20 21 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.014804497143713515 0.0010981382379594673 -0.052632625043175611 -0.069363592123545037 0.026782883031549472 -0.059897653103520777 0.029727809451273651 0.02952069806503637 -0.058712815022008868 0.0064112861316223436 -0.014629070029855609 0.016930578604815637 -0.0034935875552654871 -0.027483549963154993 -0.021274046674357325 0.023073593900188635 -0.013251552688091936 0.021385302171485609 -0.068384362583333108 0.017280993835166202 -0.057322162743972109 0.053528247698125773 -0.079207919009527145 0.041731820218819674 -0.069704586661211002 0.064591843305736224 -0.053292011358722545 0.053898070825336077 -0.05579979799248834 0.059274498073603715 0.0080192197118184542
leaf_weight=0.69598064012825378 254.97696230318979 0.67884316039271653 0.7853332575177755 1.5053072273731234 0.95715915737673674 0.71040485892444838 1.7665941976010797 0.87338548083789636 1.0974020212888715 1.0155783121008424 6.1333971694111806 3.9158194758929312 1.8336988319642826 2.6096807356225327 3.6228280567447655 0.9288995363749567 1.8238262429367749 1.5180990146473048 3.9359171844553194 0.57533023954601803 1.1042626660782842 0.84315020508074656 1.3147697350068481 1.6140162651427088 0.50553607940673828 1.0151535842305759 0.40813603193964798 0.89554850987042289 0.38180857896804798 1.3394397876400033
leaf_count=11 1805 104 22 6 36 14 10 58 25 48 24 32 28 40 38 28 13 28 38 43 6 41 14 21 1 114 3 61 1 187
internal_value=0.000470008 -0.0184938 0.000556912 -0.00657994 -0.000359 -0.0190336 0.00919841 -0.00112963 -0.0224495 0.00362797 0.000770338 0.00897201 0.000477285 -0.0080606 0.00450432 -0.0208889 -0.00311508 -0.0474555 0.000868985 0.000625202 -0.011437 -0.000206467 -0.00978007 -0.0418682 -0.000301301 0.00115171 -0.0120543 -0.0194656 -0.00757447 -0.0184144
internal_weight=301.382 1.37482 300.007 8.71116 7.92583 2.68314 5.24269 3.47609 1.97079 1.72598 291.296 10.0492 281.247 12.337 6.23251 6.10452 3.65753 2.447 268.91 264.974 9.99715 7.30227 6.19801 2.69488 1.08087 5.35486 4.04009 3.63195 2.7364 2.35459
internal_count=2900 115 2785 219 197 98 99 89 83 62 2566 56 2510 175 78 97 41 56 2335 2297 492 427 421 65 44 380 366 363 302 301
is_linear=0
shrinkage=0.0499828


Tree=548
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 2 1 2 0 0 1 2 2 0 0 1 1 2 2 0 2 1 1 1 2 2 2 2 2
split_gain=0.794263 0.610585 1.40192 1.66054 2.09938 1.29296 1.69995 2.10512 5.99751 2.83604 2.52849 2.13334 1.91084 1.42065 1.62669 4.74316 5.1693 1.42262 2.59107 3.20499 2.39829 1.34986 1.10658 2.68947 1.07633 2.36783 1.57352 1.26691 2.06651 2.52247
threshold=0.50663153795000015 0.47727612945000003 0.50579323975000012 0.37668033890000002 0.36998892250000009 0.50356276755000018 38.592454371550012 0.35585760905000008 40.660558922250004 0.48041974790000003 0.49967066855000003 0.34988473400000003 37.020641110850008 39.56957118270001 0.47778509625000004 0.47886290830000006 0.34488488370000009 0.34569324270000007 41.289992964000007 42.852084787850011 0.48181192180000004 40.922041107600009 0.3459626957000001 0.34632196640000007 0.3447651268000001 40.421032462050007 41.792045663550006 42.686561923500008 42.801286935650005 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 5 4 -4 6 12 11 -9 -10 -11 13 -3 -8 -15 16 -16 18 21 20 -20 -17 -19 -24 -1 -26 -27 -28 -29 -30
right_child=-2 2 3 -5 -6 -7 7 8 9 10 -12 -13 -14 14 15 17 -18 22 19 -21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=0.00013944171223249235 -0.00082815985517883874 0.00034199040557140342 0.00013048075205931138 9.4370918582330785e-05 -0.00171105425713807 0.0011468206231994289 0.0010555585721716929 -0.0030759875949859226 0.0020092214674409525 -0.0018393249513420618 0.00095707804443858561 0.0014298505762914151 0.0017082374831409303 0.00080993258940496176 0.00029181228557493069 1.6784263780625479e-05 -0.0027870013342501695 0.00093316753676817672 -0.0020093673733474291 0.00040029239577776566 -0.00023195891311247814 0.0012448675845212448 -0.00097084759653646611 0.00069236511899449581 -0.0025514200960643826 0.00067732812332463722 -0.0015750644987662652 0.0017246086577496393 -0.002348891106187986 0.00015772547366623387
leaf_weight=35.463684713933617 3.2290374059521119 10.163417153060438 4.7973271263763291 153.86761973696412 4.372925691306591 6.5743667336646459 6.5926590561866751 2.7482624873518926 2.3253051042556763 2.6433629500679672 2.1805294379591942 5.5130694210529319 6.0257340520620337 11.153033725917338 3.7484743744134885 7.2783903516828996 4.3583174105733633 12.719559833407404 6.0668544545769709 8.0484326686710101 5.2183325216174126 6.0622499659657478 5.1808441951870945 11.720871597528456 1.7616312414757 5.1472036344930556 3.4566424302756777 1.6658152579329888 2.2113262614002451 4.5079319067299366
leaf_count=369 319 42 38 1329 47 35 22 22 6 40 22 23 22 38 15 32 47 41 41 31 21 19 23 45 55 27 37 10 55 27
internal_value=0.000120792 0.00012971 0.000164788 4.70092e-05 -0.000747673 0.0003168 0.00027123 0.000180671 -0.000662456 0.000265343 -0.000575275 0.000269767 0.000850519 0.000197211 0.000127825 1.97666e-05 -0.0013634 0.000199764 -7.68308e-05 -0.000526505 -0.00118748 0.00057485 0.000504867 0.000182544 -5.75108e-05 -0.000430015 -0.00021004 -0.00059575 -0.00019204 -0.000667209
internal_weight=346.803 343.574 289.36 163.038 9.17025 126.322 119.748 103.559 9.89746 7.1492 4.82389 93.6611 16.1892 88.148 81.5554 70.4023 8.10679 62.2955 32.6743 19.3336 11.2852 13.3406 29.6213 16.9017 54.2142 18.7506 16.9889 11.8417 8.38507 6.71926
internal_count=2900 2581 2001 1414 85 587 552 488 90 68 62 398 64 375 353 315 62 253 144 93 62 51 109 68 580 211 156 129 92 82
is_linear=0
shrinkage=0.00192234


Tree=549
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 0 0 1 0 2 2 0 0 1 2 2 1 2 0 0 1 0 0 1 2 1 0 0 2 1
split_gain=1.47352 1.19193 1.13312 0.664469 3.61072 2.41743 3.31013 1.64384 1.85512 1.24769 1.27369 1.4496 4.28904 1.31859 1.16294 3.56086 1.01134 1.58508 0.976441 1.09609 1.73537 0.925563 1.02824 1.3921 1.65948 1.59153 0.949553 2.34198 2.37381 0.906903
threshold=0.30560462260000004 51.779769178100004 0.61532588845000014 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.49678153350000009 41.919251152600005 42.027086531450003 0.47997065955000012 0.47796473160000008 0.34569324270000007 43.45354240915001 42.773538294100007 0.34542378970000004 42.508878681700004 0.47727612945000003 0.4755546241000001 0.34193587020000005 0.51589772760000019 0.51929582950000019 0.38906020780000011 40.982542372850013 0.39024280710000009 0.52324780695000006 0.52646627350000019 42.34047585750001 0.36000419150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 9 6 7 -5 -9 29 -11 12 14 -14 15 16 17 -12 19 20 -16 -7 -23 24 -24 -25 -27 28 -28 -2
right_child=1 2 -4 5 -6 21 -8 8 -10 10 11 -13 13 -15 18 -17 -18 -19 -20 -21 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.0019886073026991135 0.00037524159313410412 -0.0022413251962986047 0.00025120867560777632 0.0011684707663572867 0.0014701347651590055 0.00083018855497918645 -0.002055643796089046 -0.0025497957859580093 0.00036546856855303102 -0.0013086246421419056 -0.0011589367785671311 0.00031695202402545015 -0.0028751909939546344 -0.00090151161673475606 -5.4360500420251754e-05 -0.0019863391902701002 0.0010964306101152539 0.00071026935086474906 0.0011968955061300176 -0.00100024127131442 0.0014419177257866602 -0.00095742167832436496 0.0012885242685182904 -0.0011645699859432561 -0.00018524755141198772 0.00080449374312310795 -0.0024435274988149963 9.7184741655299562e-05 0.00052741373421913776 -0.00016677593913830451
leaf_weight=1.1724379768129427 82.693762244132813 1.46266620629467 1.1628345479257403 2.730591766536234 7.8201062753796569 6.1051424480974665 4.453473680652678 1.3069300220813604 1.906010754406452 2.6357154659926882 3.2444119025021774 32.907779837027192 2.4002817263826719 2.408961970359087 11.480597274377947 3.7280630641616872 2.9843954462558031 3.2013603504747152 3.4916790425777426 2.695266304537653 3.6216284502297631 3.3077696301043025 7.2052321918308717 3.7121521122753611 4.3534140549600124 6.2369810910895458 2.5931649236008516 126.75853317213478 1.512361481785774 12.640667488798497
leaf_count=91 458 81 17 10 34 27 58 29 24 20 29 151 30 19 89 64 18 16 10 28 16 24 27 20 30 28 47 1323 14 68
internal_value=0.000120714 0.000127725 -0.00113738 0.000137211 0.000217969 5.3745e-05 -0.000827157 9.3345e-05 -0.000820375 0.000160414 -2.17907e-05 2.52093e-05 -0.000219351 -0.00188657 1.34118e-05 -0.000427053 0.000189386 -0.000230576 0.00028565 0.000106874 0.000304458 0.000110356 8.21266e-05 0.000104694 0.000733447 5.30825e-05 8.60517e-05 5.18108e-05 -0.00134912 0.000303374
internal_weight=353.934 352.762 2.6255 350.136 177.955 172.182 10.397 5.94353 3.21294 170.135 74.8001 72.1644 39.2566 4.80924 34.4474 13.1582 9.43017 6.44577 21.2892 17.7975 15.1022 161.785 155.68 152.372 11.5586 140.813 137.101 130.864 4.10553 95.3344
internal_count=2900 2809 98 2711 1050 1661 121 63 53 1016 490 470 319 49 270 127 63 45 143 133 105 1540 1513 1489 57 1432 1412 1384 61 526
is_linear=0
shrinkage=0.00188464


Tree=550
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 2 2 0 0 2 2 2 0 1 1 2 2 0 1 2 1 1 2 2 1 2 1 0 0
split_gain=0.18481 0.898362 0.778347 1.04064 2.44387 2.36133 0.713385 1.00079 3.22367 0.691914 1.61745 0.884315 0.536813 0.789494 1.39073 1.24067 0.576786 0.521893 0.614145 0.611422 0.576235 1.53254 2.18731 0.717053 0.507805 1.15918 1.19223 1.09058 0.646783 1.43003
threshold=42.564639561200003 42.541806567400009 42.988308018450006 0.34581299960000006 0.34515433670000012 0.3459626957000001 43.061965423550006 43.162556114600001 0.50356276755000018 0.49588335680000006 42.674081447500008 42.852084787850011 43.542456167850005 0.48119816770000007 0.34620220950000008 0.35814795965000007 43.740100730350001 44.157169339850007 0.47778509625000004 0.4019490434500001 44.758188263300006 0.34575312120000007 0.41367024935000007 45.154229826150008 47.480720532750006 0.41640968835000008 47.001379125850008 0.44578006650000007 0.61802041855000012 0.58859016195000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -4 8 -8 -7 -11 -12 13 14 -9 -15 -14 18 -18 -20 21 -19 -23 -22 25 26 -25 -27 29 -26
right_child=2 -3 6 5 -6 9 7 12 -10 10 11 -13 16 15 -16 -17 17 20 19 -21 23 22 -24 24 28 27 -28 -29 -30 -31
leaf_value=0.0009281100986081259 -0.0010053118233170663 0.028632127106879342 0.023275362287089596 0.043868030951456916 -0.065760355988455574 -0.03362643427666738 -0.07110070384617917 -0.03676226893380341 0.015612458391072739 0.01626992815439858 -0.055821221484339607 -0.0071466836359801739 -0.018821321543834139 0.04117765505689696 0.02343574203824967 0.0032093456745751659 0.031300024825715221 0.012114715462932836 -0.0051641575767032832 0.02013295836895862 0.019921030734865688 -0.078324458607278616 -0.0012973104558977318 -0.055789046512431828 -0.00081419880726379132 0.029682959294753761 0.0050728138087942918 -0.016416193726551807 -0.018567830239906973 0.032632316615681452
leaf_weight=206.08800980714659 3.1468153797322911 2.6253870207583523 3.001445286354282 2.0143424384295932 2.1885244240984321 2.4722793633700331 1.7311559273512096 1.802303662640041 2.1030542865628377 3.8016504303668626 1.4762102180684453 1.8787854675902051 3.6337778276647432 3.2234055697917938 1.6086129918694494 4.6641276475857012 2.2854411702137432 2.5004856685409313 5.8244218938052637 3.323533714399673 3.7179988670395678 1.5136880655772986 1.772708826290909 2.0389546351507302 18.951549044984866 1.9228060506284235 1.0960452798753975 2.779636892140843 3.1602439170237622 3.3284715765621504
leaf_count=1822 27 11 22 6 32 23 35 33 20 26 24 27 44 11 11 44 29 24 30 29 33 22 31 73 213 11 20 39 89 39
internal_value=0.000499211 0.0012766 -0.00124612 -0.0103559 -0.0275674 -0.00246899 0.000789456 -0.00013529 -0.0235388 -0.0121626 -0.00474781 -0.0285637 0.00116241 0.0105451 -0.00837245 0.0187259 -0.00067009 0.00054648 0.00947826 0.00402651 -0.00184049 -0.0156502 -0.0367754 0.000319635 -0.00187036 -0.0123443 -0.0345108 0.00243353 0.00135637 0.00418247
internal_weight=301.676 208.713 92.9625 16.9786 5.33534 11.6433 75.9839 72.9824 3.83421 9.62893 7.15665 3.355 69.1482 11.2984 3.41092 7.88753 57.8498 54.216 11.4334 9.14796 42.7826 5.78688 3.2864 36.9957 33.2777 7.83744 3.135 4.70244 25.4403 22.28
internal_count=2900 1833 1067 165 59 106 902 880 55 100 77 51 825 99 44 55 726 682 88 59 594 77 53 517 484 143 93 50 341 252
is_linear=0
shrinkage=0.0470614


Tree=551
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 0 2 1 0 2 0 2 1 2 2 2 1 2 0 0 1 1 0 2 0 1 0 0 2
split_gain=1.16372 1.00019 0.808476 1.33629 1.91763 2.11859 1.48214 2.16719 1.93962 5.65091 2.66361 2.76774 1.8789 1.70709 1.29489 3.8423 1.69102 1.17454 0.969494 1.68207 1.579 1.27665 1.57627 1.23828 1.47531 2.2 1.57211 1.46592 2.48148 1.5758
threshold=51.779769178100004 0.61532588845000014 0.47727612945000003 0.50579323975000012 0.37668033890000002 0.36998892250000009 0.50356276755000018 38.592454371550012 0.35585760905000008 0.47976108500000009 40.660558922250004 0.49967066855000003 37.020641110850008 0.34988473400000003 39.56957118270001 40.166811829450005 40.532725462000009 0.34524415440000006 38.703421923500009 0.52428071015000011 0.51243974730000008 0.39971857130000005 0.4019490434500001 0.56369569775000017 34.997818021800008 0.54679500610000009 0.38906020780000011 0.52772372085000019 0.52937037810000021 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 6 5 -5 7 12 13 -10 -11 -12 -4 14 -9 -16 -17 -1 20 -20 -6 -21 -23 24 -22 26 -26 -28 -29 -30
right_child=1 -3 3 4 18 -7 -8 8 9 10 11 -13 -14 -15 15 16 -18 -19 19 21 23 22 -24 -25 25 -27 27 28 29 -31
leaf_value=5.8938986559895169e-05 -0.0021642972067549221 0.0001494997564480453 0.00041823028866788242 0.0001000154540313086 -0.0031703784031159288 -0.0016939453594650856 0.001183086959592279 0.0010031792885969576 0.0019597505433235304 -0.0028647430336667867 -0.001870081678582664 0.00089627361881382012 0.0017243766250255614 0.0013000238955872935 -0.001517812804209218 0.0011625591167405314 0.00014506110951250026 -0.00063579880700177847 0.00072568889893901626 -0.00039249692307357763 0.00090717534640596704 0.0016339079513909818 0.00014306873010836967 -0.0010614385108644474 0.00038064831476365815 0.00090749724419623718 -0.0019086173570873827 0.0010461290266525688 -0.0020214493625129036 -7.8859463974338765e-05
leaf_weight=45.855996203841642 1.4606529456796118 1.2160172914154825 10.620225740596654 4.8489612443372589 0.6140588941052546 4.5156571175903082 6.7065496831201008 6.4763153344392768 2.3478231206536275 2.7577374670654535 2.733718452276662 2.4233693121932447 6.1928746849298468 5.2446477860212317 4.7451227605342856 6.3351954482495776 68.865676768124104 10.651071556203531 17.758488508174196 15.949255908839403 5.4338901014998617 2.593288615345954 87.936138776130974 4.2882371033338123 4.985962823033339 5.0277227817568919 3.4837725101970127 2.6798276491463167 3.2550464812666178 2.724749818444252
leaf_count=428 81 17 42 38 7 47 35 22 6 22 40 22 22 23 25 23 305 152 92 164 37 10 792 268 18 46 51 13 39 13
internal_value=0.000124787 -0.00111313 0.000134308 0.000174297 6.34089e-05 -0.00076504 0.000321112 0.000272428 0.000169022 -0.000607966 -0.00136964 -0.000570142 0.000899331 0.00025601 0.000192652 0.000126993 0.000230779 -7.20128e-05 0.000112909 0.000188713 -0.000176929 9.91567e-05 0.000185775 -0.000119269 2.71649e-05 -0.000188652 -0.000510389 -0.00087624 -0.000460914 -0.00113629
internal_weight=350.728 2.67667 348.051 291.544 166.095 9.36462 125.449 118.743 101.93 10.2626 7.91483 5.15709 16.8131 91.667 86.4223 79.946 75.2009 56.5071 156.73 124.237 32.4933 106.479 90.5294 31.8792 27.591 22.1571 17.1294 12.1434 8.65962 5.9798
internal_count=2900 98 2802 2222 1635 85 587 552 488 90 84 62 64 398 375 353 328 580 1550 1058 492 966 802 485 217 180 134 116 65 52
is_linear=0
shrinkage=0.00188464


Tree=552
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 0 2 0 0 2 1 0 2 0 2 1 1 2 0 0 0 2 2 0 0 1 2 2 0
split_gain=0.868767 1.00688 0.669772 0.983714 0.595339 2.69154 2.04199 3.46687 3.86445 1.74488 1.50376 1.4442 3.43147 2.33012 1.59695 1.13385 2.6985 4.81513 1.97392 1.89987 2.82744 4.85504 1.19171 1.73991 1.06334 0.999752 1.38938 1.47587 1.47319 1.76328
threshold=51.779769178100004 0.61532588845000014 0.30949672165000003 0.37331217625000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 0.49678153350000009 41.919251152600005 0.35585760905000008 0.49320379630000005 37.663157789700008 0.50041914915000019 42.988308018450006 0.34542378970000004 0.34512439750000007 42.508878681700004 0.49128768600000011 0.48077901860000011 0.47778509625000004 43.061965423550006 43.162556114600001 0.51589772760000019 0.51929582950000019 0.38906020780000011 40.982542372850013 37.064694648750013 0.52877159370000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 10 7 8 9 -6 11 12 -4 14 -13 16 17 18 -12 20 21 -18 -17 -24 -8 -26 27 -27 29 -28
right_child=1 -3 4 -5 6 -7 24 -9 -10 -11 15 13 -14 -15 -16 22 19 -19 -20 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00060570029535638012 -0.0023708945777559903 0.00019807861946958099 0.00034618508508742115 -0.002194100005210445 -0.00138881055462222 0.0014669847996973925 0.00093504945216386904 0.0017062101488001446 -0.0028951145965963997 0.0012150441710355457 -0.001252874845730272 0.00088040446632327925 0.0022665073120617285 -0.0012656813534497483 -0.0006955046847777304 0.0013920856374627225 0.00086862258023733072 -0.0032109398660669572 0.00059481129264748198 -0.00099303803759915113 0.0012027439621601777 -0.0027537728459441843 -0.0014051216000406752 0.00019857594067586214 -0.0010552860304842951 0.0013386617842083338 -0.0027246887302367412 -0.0001883470041081929 9.2428880579360138e-05 -0.00035155979158558803
leaf_weight=0.90409266948699896 1.2575788055546575 1.2844126131385563 77.652515726804268 1.2388603270519523 2.137615198036654 6.8543014377355567 6.111234337091445 1.8065286255441595 3.8754389644600451 2.1498845024034381 4.8799622822552902 7.5233595647150668 4.0791965052485457 5.770576547831296 4.1584904789924622 3.0745717007666817 3.9015635089017477 3.2585905063897362 4.7542005740106106 4.8237817138433448 9.1383213475346547 2.5470428261905909 3.0588333802297702 35.738118128851056 3.2367831626906982 7.1744420155882818 1.5583132784813623 4.1674663303419948 126.65709753139527 7.9913332505238941
leaf_count=11 81 17 404 104 32 34 27 10 59 20 39 46 19 39 18 12 30 35 23 25 28 30 30 214 24 27 28 30 1145 259
internal_value=0.000115922 -0.00107285 0.000124551 -0.00101289 0.000131553 0.000212544 4.35988e-05 -0.000852007 -0.00141816 -8.31575e-05 0.00016323 0.000328231 0.000442028 -0.000204691 0.000319414 -5.4468e-05 -0.000335503 -0.00106643 -0.000341091 0.000126202 0.00047258 -0.000562136 0.000169059 7.2137e-05 0.000100507 6.66836e-05 9.12963e-05 0.000777578 3.41497e-05 -0.000738807
internal_weight=352.765 2.54199 350.223 2.14295 348.08 181.213 166.866 9.96947 8.16294 4.2875 174.359 99.1841 81.7317 17.4524 11.6819 75.175 33.3035 12.8928 9.63416 20.4107 15.5869 6.44861 41.8715 38.797 156.897 150.785 147.549 11.3419 136.207 9.54965
internal_count=2900 98 2802 115 2687 1026 1661 121 111 52 992 526 423 103 64 466 210 97 62 113 88 60 256 244 1540 1513 1489 57 1432 287
is_linear=0
shrinkage=0.00204082


Tree=553
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 0 1 2 1 0 1 1 1 2 1 1 0 1 2 0 0 1 1 1 2 0 2 0 1
split_gain=1.31432 1.56717 1.83962 1.51602 1.84363 2.14042 2.14166 2.7093 2.64765 2.34793 1.45667 2.93316 2.0268 1.36483 1.79765 1.33724 2.09929 1.99059 1.67973 2.40413 1.99703 1.90528 1.76059 2.51622 2.045 1.53644 1.27512 1.10375 2.79202 1.77109
threshold=0.38906020780000011 38.238138001450004 37.962710038050005 41.919251152600005 0.51929582950000019 0.50579323975000012 0.48607826115000008 0.35585760905000008 40.660558922250004 0.36000419150000007 0.52215502530000013 0.39024280710000009 0.39971857130000005 0.36730936200000003 35.97706729810001 0.34632196640000007 0.34608245260000009 0.51589772760000019 0.34581299960000006 42.428475018400007 0.47470135625000004 0.48101853240000009 0.34560342505000002 0.34542378970000004 0.34518427590000006 43.968221017800005 0.51243974730000008 39.530201452500002 0.47886290830000006 0.32272985840000007
decision_type=2 2 2 2 2 2 2 2 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 27 -9 -8 11 -3 -13 14 -11 16 18 -17 19 20 -5 -22 23 24 -21 -19 -7 28 -1 -29
right_child=1 10 -4 15 -6 26 9 8 -10 13 -12 12 -14 -15 -16 17 -18 25 -20 22 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00031673399288352879 -0.00034184497525945897 -0.0036140879767166782 -0.0025634742414880796 0.00062471590795318613 0.0012579778218891038 -0.001387053104040912 0.001544803212553274 -0.0029743461113824012 0.00041074918874565492 0.00075450203184236468 0.00012289379723487071 0.00095299712035048112 -0.0021631723396330314 0.0010743718701569276 -0.00083141729506161933 0.00057791819416234545 -0.0018326654482581555 0.0002239002755824983 0.0009137752104060265 0.00015893122783200973 -0.0028563606366759299 -0.00065063007065242686 -0.0013729814838761996 0.0016111946196926724 -0.0013731458473933646 -0.001977299611006613 1.596933924611743e-05 0.0014552118294494383 0.0021156476649872432 5.6932108864461353e-05
leaf_weight=15.318940336524976 17.225402448297249 1.2129819132387627 1.5630196451675136 1.823227276559918 8.6229558456689102 4.0559569597244245 11.440972939133646 1.9568911098176607 1.6268583685159681 5.6019632816314715 120.46856217496679 2.3994362335652117 1.2057054059114305 7.2083405777811995 5.3936311900615692 26.314449652447369 2.6977751012891522 2.6687010675668708 6.0282783787697545 25.281975228572268 2.9153453763574362 3.1136386692523956 3.1702019087970248 4.0176471415907136 3.8611542256548992 2.2445132909342647 6.4524586051702499 3.7569187928456804 4.2338668853044501 47.706966967787594
leaf_count=143 377 9 34 28 31 33 49 35 11 20 1111 21 47 31 25 150 18 15 27 227 33 13 27 23 39 42 26 28 13 214
internal_value=0.000145296 1.41832e-06 -0.000526664 0.000245188 0.000383588 0.000317884 0.000402907 0.00022574 -0.00143767 0.00084874 8.06113e-05 -0.000976587 -8.91762e-05 0.000411272 -2.34335e-05 4.22414e-05 -0.000147668 0.000364006 -5.71356e-05 -0.000189605 -0.00117344 -0.00171722 2.30313e-05 0.000156491 -4.40527e-05 -0.000781678 -0.000525558 0.000309682 0.000706262 0.000159008
internal_weight=351.589 144.075 18.7884 207.514 123.377 114.754 104.245 74.6004 3.58375 29.6449 125.287 4.81812 3.60514 18.2039 10.9956 84.1369 52.9092 31.2277 50.2115 44.1832 7.85221 6.02898 36.331 33.1608 29.1431 4.91321 10.5084 71.0167 19.5528 51.4639
internal_count=2900 1599 411 1301 659 628 569 444 46 125 1188 77 68 76 45 642 435 207 417 390 74 46 316 289 266 57 59 398 156 242
is_linear=0
shrinkage=0.00196078


Tree=554
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 2 1 0 1 0 2 0 1 0 0 1 0 2 1 0 0 0 2 2 0 1 1 2 2
split_gain=1.12608 1.26977 1.28483 1.87032 1.96742 1.36513 1.60124 3.17712 1.19846 1.7704 1.61354 2.28199 1.12844 1.67467 2.61745 2.18683 1.08805 1.06524 1.10197 1.38949 2.08002 1.31808 1.10505 0.977855 1.87914 1.15636 2.91416 1.72399 0.975585 2.06118
threshold=0.38906020780000011 0.47727612945000003 40.621691032550004 0.51589772760000019 0.52290350590000012 0.34521421515000011 42.852084787850011 0.34479506600000004 0.51929582950000019 0.35585760905000008 0.48041974790000003 39.56957118270001 0.47778509625000004 0.34569324270000007 0.48218616210000004 0.47997065955000012 0.34506451900000007 0.48015029490000011 41.872669623500009 0.3459626957000001 0.50300889195000009 0.49128768600000011 0.49128768600000011 38.238138001450004 37.962710038050005 0.52215502530000013 0.39024280710000009 0.39971857130000005 34.997818021800008 36.372781240150012
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 7 -4 9 10 11 -3 -7 14 15 -14 -9 -15 21 -20 22 -19 -21 24 28 26 -25 -28 -2 -30
right_child=23 2 3 4 -6 12 -8 16 -10 -11 -12 -13 13 17 -16 -17 -18 18 19 20 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-3.4409279222950875e-05 0.00051237866403475716 0.0012360817390710537 0.00055695268752707931 -0.0024259275762721056 -3.2976778181922869e-05 0.001173706548087802 0.00072275228230669691 -0.0020901668763481976 0.0012518387117398523 9.1658182619089795e-05 0.0013856132048105849 -0.00031681906466326886 -0.0020664626372725592 0.0012190083462038947 0.00082374887945966039 -0.00016596331005499227 -0.00061980030116744991 -0.00079548680107153537 0.0014480487844276445 0.00042143117856344094 0.0011400054179374734 0.00058430342982841461 -0.00065255260551430334 -0.0035384082799192057 -0.0025147798127218629 9.6303561421947549e-05 0.00093154416598886683 -0.0021266298052277743 -0.0023455721785427333 -0.00016815197161309576
leaf_weight=53.845328333147336 4.7716212704981507 6.6322977766394642 5.4376734271645564 2.1052852808497837 3.5457281027920544 6.0933969840407363 4.872108355164527 4.1065323986113071 7.827022334560751 28.13465091958642 10.686241135001181 8.0590260028839094 3.6781257493421418 6.4100772459059945 5.4601953253149977 6.3403940722346306 3.6588272005319595 5.943129897117613 5.4617136195302036 7.7042185217142123 8.1919776797294599 4.8210626915097237 7.0576046518981457 1.1958836223930109 1.5187852581584582 121.32054371331469 2.381696773692966 1.0089350389316676 2.0128031144558909 9.8555026401299965
leaf_count=575 175 22 20 29 32 20 21 26 29 129 46 34 33 28 20 29 21 27 15 32 48 28 37 9 34 1111 21 47 68 134
internal_value=0.00013141 0.000224385 0.000315924 0.000167938 -0.000924471 0.000240362 -0.000237964 -0.000592482 0.0005352 0.00043038 0.000805901 0.000384227 0.000369093 0.000288809 -0.000268443 -0.000863699 -0.00139737 0.000478008 0.000356775 0.000559169 0.000347665 -0.000177507 -9.20388e-05 -1.58143e-06 -0.000426954 5.97671e-05 -0.00090668 2.15371e-05 -0.00023639 -0.000537431
internal_weight=350.138 206.073 152.227 90.8881 5.65101 85.237 18.0751 13.203 61.3392 53.5122 25.3776 14.6913 67.1619 61.0685 15.4787 10.0185 7.76536 45.5898 39.1797 28.4155 22.9538 10.7642 14.7618 144.066 18.1587 125.907 4.58652 3.39063 16.6399 11.8683
internal_count=2900 1301 726 466 61 405 88 67 260 231 102 56 317 297 82 62 47 215 187 132 117 55 69 1599 411 1188 77 68 377 202
is_linear=0
shrinkage=0.00196078


Tree=555
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 2 0 1 1 1 2 0 2 2 0 0 1 1 2 2 1 0 1 2 1 2 0 1 1 1
split_gain=0.215743 0.639818 0.358385 0.285854 0.595433 0.247762 0.415009 1.55214 2.66946 0.859158 0.854408 1.45938 0.822051 0.743416 0.498305 0.351228 0.3498 0.264863 0.275003 2.87012 1.92855 3.53458 3.91558 3.69427 2.34159 1.42854 0.946286 1.01981 0.822085 0.802951
threshold=50.666627092000006 0.48363821445000005 51.779769178100004 50.065525775750011 49.275256100300005 48.680511450650009 0.43780126340000008 0.32272985840000007 0.33263974130000007 0.32710098500000007 41.558544840500012 0.39614083410000006 44.921040431000009 39.468990633150007 0.42314601355000009 0.51818807820000012 0.34392682850000006 0.34427112960000006 40.259171735100004 40.496232821400007 0.34479506600000004 0.47778509625000004 0.34554354660000003 40.08085804200001 0.34988473400000003 39.852039223600009 0.57161462230000015 0.49091344570000006 0.39135055835000004 0.44705248345000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 9 -8 -9 10 13 12 -12 14 -1 -7 -10 -18 20 -20 -19 -22 -23 24 -24 26 29 -28 -27 -26
right_child=1 2 -4 -5 -6 15 7 8 16 -11 11 -13 -14 -15 -16 -17 17 18 19 -21 21 22 23 -25 25 28 27 -29 -30 -31
leaf_value=-0.026740061815152649 -0.042015734517966266 0.015278597359557018 -0.014632663114793731 0.013819295856616962 -0.018186287315170649 0.012903029533633171 0.045974696068542327 -0.050119782784266216 0.0091016655395822089 -0.043896382351965066 -0.041874882396988965 -0.050013718733826283 0.018173255164002793 0.024403265856758959 0.011414127434219585 -0.0024161627475604072 -0.013233414004658585 -0.031111439250583163 0.023808656255196646 0.00048615145787886328 -0.066675494813034517 0.029252967859795434 -0.044964260622736001 -0.045682387398362126 -0.0013267787449209394 0.029449203521284748 -0.044124067369698053 0.015344198668880331 0.0037958938545894294 0.012784087931310098
leaf_weight=1.1510312168393269 0.75543053133878801 1.2538790490943941 1.3215419850312171 2.6334563621785483 2.6977682573487973 6.1353942975401861 1.2152991145849217 1.657889159861951 8.0851892316713911 0.95818327684537496 0.48569445044267956 1.4075496213044969 1.4882928598672149 2.2042241464368999 1.0526330918073652 3.9526720102876425 2.1922874078154555 3.2955995686352244 8.9446937214670452 161.51834323180083 1.2550459576013953 7.26008466631174 1.8021542206406582 2.9262015384010729 58.491180031211115 4.2121344245970231 1.5542990861213177 0.65981245256625687 3.8318185664829798 7.2838302036980158
leaf_count=38 74 21 36 33 55 24 4 37 47 77 88 38 10 15 5 32 12 19 53 1282 37 27 11 33 418 16 136 143 32 47
internal_value=0.000560603 -0.00958318 -6.99558e-05 0.000673096 0.000556812 0.000728204 0.000509667 0.000781877 0.000582137 -0.00808476 -0.00367955 -0.0188341 0.00339857 0.00794632 -0.0085148 0.00690072 0.00088969 0.000639356 0.00075498 0.00170995 -0.00100351 0.000107907 0.00106013 -0.00147428 0.00018772 0.00125792 -0.000631652 -0.0264023 0.017229 0.000235838
internal_weight=303.684 3.33085 2.57542 300.353 297.719 295.022 284.933 276.186 274.971 8.74761 7.78943 3.38154 1.97399 4.40789 2.20366 10.0881 273.313 265.227 263.035 170.463 92.5722 89.2766 88.0215 80.7614 77.8352 76.0331 67.9891 2.21411 8.04395 65.775
internal_count=2900 131 57 2769 2736 2681 2625 2354 2350 271 194 136 98 58 43 56 2313 2266 2254 1335 919 900 863 836 803 792 744 279 48 465
is_linear=0
shrinkage=0.0400778


Tree=556
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 0 1 1 0 2 2 1 2 2 2 0 1 1 0 1 1 2 2 2 0 0 1 1 1 1
split_gain=0.201191 1.33325 0.461181 0.964355 0.679353 0.234696 1.58207 1.5086 1.33171 1.12853 1.14829 2.42666 2.16384 1.15455 0.832269 1.57712 0.743184 0.739624 0.876849 1.0469 0.923995 0.716108 0.591986 1.38175 1.07118 1.40609 1.34633 0.803423 1.55874 1.13105
threshold=0.39672464895000009 49.110028829250005 0.31123319660000009 48.680511450650009 0.37331217625000007 0.50579323975000012 0.37668033890000002 0.36998892250000009 0.50356276755000018 38.592454371550012 40.12915366295001 0.34524415440000006 39.468990633150007 40.496232821400007 37.020641110850008 0.47612346935000005 0.3447052483500001 0.38398550940000004 0.51929582950000019 0.38906020780000011 0.39024280710000009 48.852845034800005 38.238138001450004 37.962710038050005 0.52290350590000012 0.52324780695000006 0.39410496695000002 0.39167988980000007 0.39971857130000005 0.4019490434500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 9 14 11 16 -13 -12 -2 -16 -11 -8 -19 -20 -21 -15 23 24 -22 -26 -27 -24 -29 -30
right_child=5 -3 -4 -5 -6 6 17 -9 -10 10 13 12 -14 21 15 -17 -18 18 19 20 22 -23 27 -25 25 26 -28 28 29 -31
leaf_value=0.010885609047078731 0.002948865059739761 -0.052449886344534083 -0.019613974008673804 0.02526250584028009 -0.04616699488095518 -0.00093102624599728607 0.012535620878156557 -0.035498509370830898 0.021026635903106883 -0.0064028426019540272 0.016264271602441666 -0.0039877046411062583 -0.047877959349559809 -0.00082543642276825414 -0.0036721416901246999 0.031703882322167559 0.016424177015332327 -0.020667464065137014 0.015451108584480009 -0.020502882543837156 -0.073395002110364552 0.015562769912742865 0.014327851468265247 -0.051782392049242593 0.057493545400366185 -0.055030474422760579 -0.0014061940011635327 -0.014447698871253184 0.028693393429399538 0.0011568243553901404
leaf_weight=0.66686942428350382 12.842198609228946 0.87997001037001599 1.2497384352027436 2.1870713829994202 0.6812977435765788 4.2060774406418187 7.8069433756172648 3.955892083235085 5.5815381524153045 5.4750216985121387 7.5104820227716109 3.3647867366671553 3.9347315274644643 94.389301617222372 3.178827654628547 5.6544887870550156 3.9749506423249841 3.2937080312985918 6.9883985882624975 3.6335490625351659 0.34977433737367292 4.5110720861703149 6.9284734241664401 1.0646154705173092 0.60782182216644187 0.81403188081458111 10.603619102341325 10.503482456784694 2.4808174669742575 82.654829494436854
leaf_count=11 124 10 28 6 91 38 49 47 35 30 43 18 32 642 33 24 17 39 33 20 5 23 29 32 1 19 339 151 13 918
internal_value=0.000509225 -0.00699211 0.00136769 0.0087849 -0.017946 0.000652638 -0.000495668 -0.017685 0.0017664 0.00102417 -0.000463868 -0.0102436 -0.0276463 0.0010755 0.00947918 0.0189732 0.00319891 0.000522981 -0.000198846 0.000333556 -0.000549482 -7.79329e-05 7.54924e-05 -0.00785436 -0.00407533 -0.00205909 -0.00522939 0.00111457 0.000157352 0.00195923
internal_weight=301.974 5.66495 4.78498 3.53524 1.34817 296.309 145.892 8.16197 150.417 144.836 123.16 16.7495 7.29952 106.411 21.6755 8.83332 9.44997 137.73 129.923 126.629 119.641 98.9004 116.007 13.4399 12.3752 12.0255 11.4177 102.568 95.6391 85.1356
internal_count=2900 146 136 108 102 2754 1733 85 1021 986 805 97 50 708 181 57 47 1648 1599 1560 1527 665 1507 396 364 359 358 1111 1082 931
is_linear=0
shrinkage=0.0401832


Tree=557
num_leaves=31
num_cat=0
split_feature=2 1 1 2 0 2 0 0 2 2 2 0 1 0 0 1 2 2 1 2 2 2 1 2 1 1 0 2 2 0
split_gain=0.183133 0.355116 1.89362 0.437693 0.9453 0.722714 0.467735 0.429823 0.330216 0.320781 0.842766 0.582991 0.467416 0.375787 0.659927 1.48172 2.03604 1.26648 1.07595 0.622942 0.675039 0.611987 0.40726 3.25006 2.06675 1.90701 0.677684 1.84603 1.88127 0.880513
threshold=48.988717865950008 0.31100865245000009 0.36106703390000006 51.779769178100004 0.61532588845000014 49.842240509300005 0.58859016195000013 0.57995269605000022 48.680511450650009 46.177190236600005 47.001379125850008 0.54191491270000014 0.48250052395000009 0.61802041855000012 0.57600071855000012 0.45772581660000006 41.792045663550006 40.922041107600009 0.46128858420000007 43.45354240915001 40.79983011445001 42.541806567400009 0.45206730335000006 39.468990633150007 0.46419268885000003 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 5 -5 6 -4 -7 9 13 -11 -12 -13 14 22 17 -17 -16 -18 20 -15 -20 25 -24 -25 26 29 -28 -29 -1
right_child=1 2 3 4 -6 7 -8 -9 -10 10 11 12 -14 19 15 16 18 -19 21 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.00066699545274017942 0.0095736983701757601 -0.074340187988769346 -0.051751273294202503 -0.058005749523317406 0.01165581088727941 0.026511973596920493 -0.0012321901270142426 -0.0030760819282164304 0.010926011442608045 -0.03539877315658381 -0.013023145987912439 0.024897803546470823 -0.0079177597191753546 0.015470887044757641 0.0011503034950823524 -0.05480990051715233 0.04530662448290549 -0.06609628897704023 0.02290839221010842 0.037458685063415639 -0.050973485643860866 -0.02041287297640745 0.014883279508175881 -0.068216402914171692 -0.0018050113949702692 0.027782075979364215 -0.035698586565440345 0.021144537003553326 -0.014104760095195212 0.011961302915008229
leaf_weight=209.62831740296679 2.7059252150356761 0.90514504956081321 0.71316652302630223 0.86682563717477001 0.85745911649428308 2.4608861594460905 0.94019813754130155 1.945255722152069 6.9184786491096011 1.9577774665085588 4.3577902922406775 2.4127077041193843 1.5957767268992027 1.17758646421862 0.98106301215011482 1.1537034224602392 1.6639602333307264 1.6827282994054256 1.2553503285162153 1.6156216025119645 0.47475987736834202 1.6971260960854122 5.7038274915539642 2.4018966238945723 1.824709713924676 5.9330916106700888 4.1076172308530685 5.63783886283636 8.2579807429574412 16.475045797647908
leaf_count=1595 13 14 21 81 17 22 23 51 33 44 44 22 33 157 39 135 4 22 25 20 66 35 45 32 18 25 91 23 62 88
internal_value=0.000542016 -0.00530731 -0.00994158 -0.00245293 -0.0233642 0.00349755 -0.0230232 0.0134492 0.000772714 0.000523614 -0.00761512 -0.00111352 0.0118339 0.000832901 0.000639852 -0.0123104 0.00108644 -0.0413297 0.0150556 0.0166884 -0.00362022 -0.0019933 0.00105998 -0.00828269 -0.0395453 0.00143103 0.000790558 -0.00799311 0.000196653 0.00148996
internal_weight=300.31 11.3949 8.68894 7.78379 1.72428 6.05951 1.65336 4.40614 288.915 281.996 10.3241 8.36627 4.00848 271.672 268.404 8.43393 5.77014 2.66379 4.61644 3.26797 1.65235 2.95248 259.97 9.93043 4.22661 250.04 244.107 18.0034 13.8958 226.103
internal_count=2900 242 229 215 98 117 44 73 2658 2625 143 99 55 2482 2239 260 199 61 64 243 223 60 1979 95 50 1884 1859 176 85 1683
is_linear=0
shrinkage=0.047041


Tree=558
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 2 0 2 1 2 1 0 1 2 0 0 2 2 2 2 2 2 0 1 2 1 0 0 2
split_gain=0.769506 2.20733 1.07329 1.32979 0.915296 0.868883 2.66912 2.47818 1.28342 1.99846 1.32858 1.25399 1.36565 1.12556 0.990594 0.952643 0.969771 0.852565 0.834591 2.4038 1.42619 1.36161 2.18249 4.42822 2.48961 1.62603 1.61549 1.06137 1.46183 1.03475
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 0.48218616210000004 0.52366695610000014 42.178283198950005 42.686561923500008 0.47760546090000006 41.532441862050007 0.34569324270000007 41.840895355800008 0.34554354660000003 0.47905751325000007 0.34479506600000004 40.259171735100004 0.47943175355000006 0.47851860725000006 40.337496327150006 44.015822920550008 47.833738492450003 43.162556114600001 40.982542372850013 42.027086531450003 0.48607826115000008 0.36195024100000012 42.801286935650005 0.36000419150000007 0.50449088350000015 0.51401155655000019 42.487106141350004
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 8 7 13 11 10 -10 15 14 -7 -13 16 -1 -3 20 27 21 26 23 -23 -25 29 -5 -20 -29 -24
right_child=1 4 3 18 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.00013439709985803441 -0.0020900417651349046 2.0068136843349998e-05 0.0013989813423166716 0.0010438706063549521 5.4238544040281349e-05 0.0006505021743263001 7.0623390602616255e-05 -0.0024561879567883077 0.00068638981935466152 0.0015073934255610429 -0.00075208176613977547 -0.0010449549595451853 -0.001511070383339599 -0.0010884225827086167 0.0007412005725265223 0.00070545583531117278 -0.00095302372130508077 -0.0021186741874403047 -0.0031702807665484789 0.00055276767817163063 0.0010519452439367487 -0.0022586351021907942 0.00015439439668608405 0.0010059362371139294 -0.0011200265609120099 -0.00048388624156433553 0.00026477915542466026 0.00081449080241374088 -0.0021889545861140175 0.0012259212179345715
leaf_weight=28.727042938175149 1.7650510827079404 1.3048761938698583 3.8940227180719367 11.894990783184765 128.64492277949466 2.3423228107858431 38.04427621467039 3.0567942876368761 5.880783209577201 6.1073006130754939 3.7252131795976311 1.8084039837121944 3.5334834456443787 3.0354360118508339 2.8267045933753252 9.4421432018280012 3.2416551522910586 1.3437642959179354 0.99047209508716916 4.7681756317615509 8.7448598146438581 4.1763929352164295 6.1103477925062197 4.7565710023045522 3.3235494457185268 5.8393938876688471 46.054850239306688 1.0443743560463192 1.2823467524722216 6.7229655906558037
leaf_count=209 56 19 11 57 1396 23 318 39 32 23 40 38 21 29 14 33 18 56 11 24 33 24 28 20 25 32 206 9 34 22
internal_value=0.000116784 3.51477e-06 0.000184865 0.000317383 3.16596e-05 5.49168e-05 -0.00014203 -0.00110121 0.000195114 0.000664466 0.000128549 4.63616e-05 -0.000628491 -0.000331021 4.43257e-05 0.000179481 2.41316e-05 -0.001065 0.00027754 -0.000304346 0.000325733 0.000254281 -6.50187e-05 -0.000682952 0.000131476 0.000340584 0.000424698 -0.00153637 -0.000840825 0.000715733
internal_weight=354.433 133.059 221.375 109.603 131.294 111.772 46.4788 8.43455 65.2927 15.7133 9.606 49.5794 8.16859 5.37776 4.63511 41.4108 31.9687 2.64864 105.709 8.08537 97.6239 88.8791 30.9292 12.2565 8.08012 18.6727 57.9498 3.31719 2.32672 12.8333
internal_count=2900 1527 1373 536 1471 837 409 91 428 95 72 333 73 52 52 260 227 75 525 78 447 414 151 69 45 82 263 54 43 50
is_linear=0
shrinkage=0.00188464


Tree=559
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 0 1 0 0 0 0 2 0 0 0 0 1 2 1 1 2 2 1 0 2 0 0 0 0
split_gain=0.183137 0.617458 2.54195 2.67454 1.71349 2.22858 0.552108 0.586399 0.716494 1.3667 0.58792 0.876444 0.499932 1.78019 1.15517 1.16946 0.901043 0.927978 0.338703 1.26418 0.736736 0.763278 0.974512 0.330236 0.424469 0.236367 1.60283 3.50522 0.731731 1.13891
threshold=35.818873074050011 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.34392682850000006 35.131296350900008 0.51243974730000008 0.39658992245000008 0.54191491270000014 0.54384599265000022 0.56793209785000009 0.56859076075000015 37.064694648750013 0.52975958800000011 0.51929582950000019 0.4992664890500001 0.56276758185000009 0.46208197360000008 37.858673296900008 0.37668033890000002 0.39051226010000012 37.272044000450002 37.572218886150004 0.33263974130000007 0.42314601355000009 38.703421923500009 0.4901499955000001 0.52215502530000013 0.54017843775000018 0.54910032635000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 23 -6 -5 -8 -9 -10 -11 -12 13 14 15 -2 -15 -18 19 -14 -21 -22 -23 24 -1 26 -20 -28 -29 -30
right_child=12 2 3 6 5 -7 7 8 9 10 11 -13 18 16 -16 -17 17 -19 25 20 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.020355001152098973 0.012118210800252393 0.048857457256657293 -0.091715162600197284 -0.024790082314400497 -0.072369596458006877 0.011047521433992144 0.022191957673512633 -0.057676687912483669 0.053785422130866178 -0.054335586580912476 0.051376337323842419 -0.046414404438563456 0.029360629878442696 -0.062128586208974816 0.022798383399833342 -0.027467299157730312 -0.053229037561283027 0.042054041458414418 0.017011033253364609 -0.037140321089063219 0.033749836859747438 -0.037607310113955038 0.010690367771501248 0.033722792311445156 0.023998888459756146 0.00066006847490728124 -0.066337807124207615 -0.018912959537635686 0.028061049503064574 -0.016840728410307329
leaf_weight=0.81509190896759098 2.6060383876902034 2.7563232854008666 0.61559707950800469 1.0140706207603214 1.4045849516842284 1.2165078498655928 3.8427896916400641 0.44538073940202627 0.75920021533966098 0.61685475404374279 0.39466533716768026 0.35376195155185997 3.7732897633686644 1.6484379707835608 3.0814670482650399 3.6419853889383376 0.40722566621843714 0.42537044126947876 4.5020641630399032 1.1093045100569723 1.2664829968125557 1.3358554581645878 2.339702490658965 1.2671517217531798 0.95228567719459534 247.15277825659723 2.1552989874035102 2.9476133505813777 2.8110678493976593 1.9456272591196464
leaf_count=37 28 10 5 7 36 9 24 11 2 27 2 147 26 30 27 18 22 19 28 6 18 25 33 14 5 2180 18 28 9 49
internal_value=0.000515443 0.00514259 0.0114675 -0.00134712 -0.00693387 -0.0336538 0.00614344 0.0110351 -0.00564798 0.00525942 -0.0217247 0.00515322 0.000246552 -0.00884002 0.000192667 -0.0109563 -0.0428059 -0.00454925 0.000642062 0.00886589 -0.00391351 0.00354468 -0.00686308 0.0161457 0.00354344 0.000333107 -0.00529363 -0.0154783 -0.00125026 0.00969491
internal_weight=299.604 16.4543 10.7986 8.04232 5.65562 2.62109 7.42672 6.41265 2.56986 2.12448 1.36528 0.748427 283.15 11.8105 9.32949 6.24802 2.48103 0.832596 271.339 9.82464 6.05135 4.94204 3.67556 3.03453 1.76738 261.514 14.3617 9.85961 7.70431 4.7567
internal_count=2900 336 235 225 101 45 220 213 189 178 176 149 2564 144 73 46 71 41 2420 108 82 76 58 56 42 2312 132 104 86 58
is_linear=0
shrinkage=0.045116


Tree=560
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 2 0 0 2 0 2 1 2 0 0 1 0 2 2 1 1 1 2 0 1 0 2 2 2 2
split_gain=1.28542 1.60649 1.11845 1.12326 1.03697 1.94119 1.81736 1.505 2.60688 2.04428 3.38365 1.36766 1.3172 1.22812 2.30725 0.963932 1.54183 0.963387 0.978642 0.910497 1.79695 3.57391 0.955417 1.02862 0.862077 2.37561 1.37213 1.93353 0.818371 1.66764
threshold=42.599563320500003 0.57600071855000012 0.46928235680000008 0.33960061075000009 0.38398550940000004 43.19689381845 0.54317236010000014 0.47997065955000012 43.45354240915001 0.47715637260000004 42.773538294100007 0.39135055835000004 44.015822920550008 0.49967066855000003 0.50749977545000013 0.34566330350000002 0.50300889195000009 41.919251152600005 38.175120519550006 0.35759408400000009 0.34494476210000008 0.34193587020000005 48.315732392000008 0.37331217625000007 0.33263974130000007 0.4447920721000001 39.468990633150007 35.818873074050011 40.742467179200005 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 24 7 6 -6 8 9 10 -2 -7 15 -14 -15 -9 -17 18 -5 20 21 22 23 -10 25 26 27 -1 -3 -30
right_child=4 28 -4 17 5 11 -8 12 19 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00042524356683787672 0.0014181497043123761 -0.0014635377771619301 0.00029433338587765538 -0.00068562061853882027 -0.0031361349476426189 -0.0015705893177588371 -0.00065524592243926521 0.0013308740710334121 0.00048435347789432158 -0.0022482147047186048 -0.0017009778915114853 -9.5728990756016242e-06 -0.0017644599708016599 0.0018532780143292234 -0.0011720521783641477 -1.7972405881070171e-05 0.0012206011544809699 0.00066664284976830613 -0.0027718462725182047 0.0010542269334766444 -0.00097121497374397052 0.0020636308933937209 0.00012448533764396544 -0.0021882598139165675 0.0012778947158395269 -0.0025028984728907963 0.0008848229586316251 -0.002784442680455879 0.0021659107213228088 -0.00071181374321595053
leaf_weight=1.9241383664775589 2.4123732214793545 2.9289209861453847 217.55229370563757 2.1186555630411017 1.5369290150701989 2.2872961750254026 4.3435775536345318 6.2485446184873643 0.84546416252852141 3.4147370308637619 3.0000025792978704 38.130176050472073 1.7217589952051628 1.7993935048580172 2.1006263503804803 10.718644566833975 6.0424789600074282 0.96945239976048458 1.4603836443275211 3.9003025516867629 5.2041430678218594 3.6076091825962058 8.4749470679089409 1.6041389103047548 1.9344018474221236 1.4140575528144843 5.0101508165244013 1.1545630004256962 0.9590528261323924 4.0171668876428157
leaf_count=40 15 302 1189 50 27 21 58 20 9 33 77 485 14 7 42 47 27 7 28 18 36 9 42 69 12 23 57 21 10 105
internal_value=0.000148742 0.000228124 0.000257551 -0.000243031 -2.9726e-05 -0.00025106 -0.00130365 0.000138001 -0.000151012 -0.00106024 -0.000310738 -9.79136e-05 0.000465698 -0.000385152 0.000223776 0.00067358 0.00042854 -0.00106723 -0.00153688 0.000188541 1.74637e-05 0.000371522 -0.000187263 -0.00126583 8.47427e-05 -0.000158134 0.000251767 -0.000778441 -0.000641208 -0.000157198
internal_weight=348.836 241.443 233.538 15.9858 107.393 46.298 5.88051 61.0952 32.4637 8.82711 5.41238 40.4175 28.6314 5.62178 3.90002 23.0097 16.7611 4.54849 3.57904 23.6366 19.7363 14.5322 10.9246 2.4496 11.4373 9.50291 8.08885 3.0787 7.90514 4.97622
internal_count=2900 1844 1427 238 1056 591 85 465 308 125 92 506 157 63 49 94 74 85 78 183 165 129 120 78 153 141 118 61 417 115
is_linear=0
shrinkage=0.00196078


Tree=561
num_leaves=31
num_cat=0
split_feature=2 0 2 0 1 1 2 2 2 0 0 2 0 2 0 2 0 2 1 1 0 1 0 0 0 0 0 1 2 2
split_gain=1.06182 1.05462 0.754351 1.59132 1.69188 1.35706 0.964451 0.901883 0.877737 0.86076 3.0581 2.73638 2.23043 3.09974 1.24027 1.35981 1.20154 1.51397 1.47261 0.839358 3.47458 1.7895 2.20995 0.809643 0.790732 3.20399 1.76073 2.2197 2.78207 1.56678
threshold=51.779769178100004 0.61532588845000014 42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 42.34047585750001 42.233786329550007 37.272044000450002 0.47997065955000012 0.48015029490000011 43.45354240915001 0.47760546090000006 42.773538294100007 0.48119816770000007 42.599563320500003 0.48368312325000012 43.124157941850008 0.35675578575000005 0.34608245260000009 0.49588335680000006 0.38398550940000004 0.54317236010000014 0.62406814170000013 0.50579323975000012 0.51243974730000008 0.48543456785000005 0.35585760905000008 40.79983011445001 41.941595803500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 24 -5 -6 7 -4 23 11 -11 12 13 -8 -12 -16 -17 19 -19 -18 -21 -22 -23 -7 26 -26 27 -1 -29 -27
right_child=1 -3 6 4 5 8 9 -9 -10 10 14 -13 -14 -15 15 16 17 18 -20 20 21 22 -24 -25 25 29 -28 28 -30 -31
leaf_value=0.00027515655397807498 -0.0025685730544405946 0.00017618362133955658 -0.0021332568673497043 -0.0025463960447626353 0.0018731202468397778 0.0019959569294969058 0.00043022887638592401 -0.00023713550605426994 -0.002404387197999543 0.0028924894553453589 -0.0012774053983128548 0.00021463209133365494 -0.0024935169805326914 -0.0021923162974187118 0.00080023066515946947 0.0011754702118217189 0.00069280628594379731 0.0010737705498611023 -1.6138736565955547e-05 -0.0036707487869022319 0.00070569377102078397 -0.0035199004099008614 -0.00035606481644878034 -0.0022913412200731126 -0.0016978340466557711 0.0001286871856299878 0.00077977869831885051 -0.0031729284909037957 0.00056749018959905567 0.0014097791159515961
leaf_weight=75.378585877711885 1.3650381937623017 1.2837142064236102 1.8347387531539414 1.9861039131355926 1.1691643204540016 0.59298842967837107 6.1626548082567734 3.3502178305061534 1.0793326537241226 1.9034149646759022 2.9551882520318022 23.256033237325028 3.5726280249655238 3.2548511233180761 13.013808262883684 4.0909729879349461 1.746494948863982 6.7488224655389777 44.412143325840589 1.8241966888308514 4.0072479620575887 1.4378673033788798 3.8028735025145579 0.32077227294212207 4.4355402244254938 91.368238997180015 34.902821808122098 2.0197429427062157 1.7574640139937399 4.7459572907537213
leaf_count=433 81 17 22 104 8 27 51 33 144 4 15 184 37 82 72 16 6 26 480 14 17 25 50 81 38 603 151 41 14 24
internal_value=0.000132856 -0.00123833 0.000143319 0.000220472 -0.000973897 1.37346e-05 1.02082e-05 -0.000908093 -0.001077 4.91753e-05 0.000167668 -0.000231783 -0.00103099 -0.000476168 0.000105954 0.000156371 3.32777e-05 -3.97561e-05 0.000127635 -0.000707835 -0.000928768 -0.000387904 -0.00122411 0.000490917 0.000249124 0.000108582 0.000373021 0.000193666 -0.00143258 0.000191945
internal_weight=349.78 2.64875 347.131 219.757 5.14836 3.16226 127.374 5.18496 1.99309 122.189 85.943 36.2462 12.9901 9.41751 84.0396 81.0844 68.0706 63.9796 51.161 12.8187 11.0722 9.24799 5.24074 0.913761 214.608 100.55 114.059 79.1558 3.77721 96.1142
internal_count=2900 98 2802 1668 364 260 1134 55 252 1079 725 354 170 133 721 706 634 618 506 112 106 92 75 108 1304 665 639 488 55 627
is_linear=0
shrinkage=0.00217391


Tree=562
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 0 1 2 1 0 1 1 0 0 0 0 0 1 1 0 0 0 0 1 1 2 1 1 2 1
split_gain=0.178602 1.1706 0.340907 1.36089 0.305293 0.438846 1.3892 0.278721 0.680116 0.91892 1.35376 1.02788 0.635258 0.527098 1.79552 0.772964 1.30528 1.16908 0.501183 1.57089 0.656031 0.33385 5.10182 0.944871 1.0349 1.23046 1.31038 1.5581 0.770591 0.658586
threshold=0.39672464895000009 49.110028829250005 0.39614083410000006 44.921040431000009 0.3972336157500001 0.41932876265000008 0.31148768000000004 35.818873074050011 0.32272985840000007 0.4942366995000001 0.36543816055000006 0.33960061075000009 0.51243974730000008 0.51484985480000012 0.51700547890000015 0.52215502530000013 0.53781323915000012 0.43625939340000008 0.34193587020000005 0.4447920721000001 0.4588185982500001 0.51700547890000015 0.51929582950000019 0.38042274180000007 0.38906020780000011 37.064694648750013 0.39745815990000005 0.39772761295000009 46.862434125350006 0.45280081435000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 8 -7 11 -11 -10 -12 -14 -15 -16 -17 -18 19 -9 -21 28 -23 -24 -25 26 -26 -28 -20 -29
right_child=4 -3 -4 -5 5 7 -8 18 9 10 12 -13 13 14 15 16 17 -19 21 20 -22 22 23 24 25 -27 27 29 -30 -31
leaf_value=-0.05191450056077955 0.02011522427296886 -0.063788556739142216 -0.013402375768990275 0.033881819179340238 -0.07287906924820893 0.045733271710501205 0.014023111358149057 0.0034011482050543564 0.012213308324068622 0.044279458855029971 -0.014721350585777932 -0.054129870424081669 0.056594655777984497 -0.11956574755230742 0.04304554036625375 -0.061980784992218457 0.028549556039787233 -0.053406511790095597 0.0018946949180351756 -0.015705688228923334 -0.067793650051919632 -0.087373387323771728 -0.040582345436172958 0.018291235100408455 -0.072510095332403837 0.00030949439328900819 0.060518007782863044 -0.056623174584557394 0.025639712555590263 0.0078307405306102338
leaf_weight=0.60436928481794838 2.0294706018175921 0.80899608880281437 2.1471281999256462 1.9523773845285175 0.80717326735611905 1.0719847977161396 1.0651404567615825 5.2011774750426403 1.0654953401535743 2.3283188715577117 3.6204791702330095 1.2872674327809361 0.58892744779586781 0.26686479989439238 1.5424588769674299 0.6734495421405885 2.5811022899579261 0.5224277250272279 138.29290595767088 1.0699469358660283 1.3847989025525747 1.6863709983881552 1.4077569521032263 7.721149672754108 1.1852923757396632 111.51076551286678 0.61116549745202098 1.0599670594092456 3.4980040602385989 0.63151022815145541
leaf_count=115 12 10 10 11 29 4 43 41 11 9 20 35 2 4 8 14 35 150 844 18 32 20 26 39 21 1240 2 38 27 30
internal_value=0.000637192 -0.00827278 0.00127511 0.0136011 0.000803862 0.000669956 -0.0234413 0.000825191 0.00733324 0.00448978 0.0100349 -0.024085 0.00189545 0.0116377 0.0068982 0.0132426 0.00107158 0.0147536 0.000457568 -0.0121468 -0.0450901 0.000818166 -0.00105525 0.000117448 0.000584328 -0.000604535 -0.0298264 -0.00785488 0.00248049 -0.0325594
internal_weight=300.224 5.51287 4.70387 2.55675 294.711 292.682 1.87231 290.81 15.5488 14.4768 12.124 2.35276 9.79571 6.17523 5.5863 5.31944 3.77698 3.10353 275.261 7.65592 2.45475 267.605 125.814 124.128 122.72 114.999 3.48794 2.30264 141.791 1.69148
internal_count=2900 146 136 126 2754 2742 72 2670 292 288 242 46 233 213 211 207 199 185 2378 91 50 2287 1416 1396 1370 1331 91 70 871 68
is_linear=0
shrinkage=0.0499628


Tree=563
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 2 2 2 2 0 0 2 0 0 1 1 0 2 1 2 1 1 2 0 2 2 2 0 0 0
split_gain=1.14128 1.84768 1.87773 1.32971 0.987982 2.52301 2.59836 1.68589 2.10941 1.4896 2.20594 1.47625 1.46868 1.37755 1.73727 1.87394 2.52298 1.30284 1.03425 3.54074 1.41551 2.36487 2.21538 1.62998 1.35397 1.02457 0.938293 1.31635 1.86109 2.55948
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 0.38906020780000011 41.840895355800008 41.395309858300003 38.238138001450004 34.997818021800008 0.51929582950000019 0.50579323975000012 40.12915366295001 0.48607826115000008 0.52266399210000014 0.39584144190000009 0.41753240920000007 0.53592706805000012 36.372781240150012 0.35585760905000008 40.660558922250004 0.34569324270000007 0.34554354660000003 41.840895355800008 0.48218616210000004 41.678468725050003 37.020641110850008 38.771633980050005 0.56704889075000009 0.54679500610000009 0.55671985870000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 6 7 8 -6 10 12 -12 18 -9 -15 16 -16 -10 20 -20 21 22 -1 24 -22 -14 -17 28 -28 -30
right_child=-2 2 3 -5 5 -7 -8 13 17 -11 11 -13 25 14 15 26 -18 -19 19 -21 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00036597884200398535 -5.345333417245117e-07 -0.0023308312638339783 0.0016641488230029096 -0.00093870899369662326 0.00069150006512913348 0.0013276419981406193 -0.0013514688553010158 -0.00075514999211770048 -0.00232495739265807 0.0011600449067095306 -7.4878619699580764e-05 -0.0016805714224458501 0.000273973911516282 0.0011766094037048756 -0.0024129877991155399 0.0010726826883867956 0.0002406238411580116 -0.00058961500857683687 -0.0028476573479761813 0.00086528789459547925 0.00060390032856014663 -0.0014309993605208244 -0.001140941536257396 -6.1698266992005508e-05 0.0020021797269527829 0.0010227849992911371 0.00051528048678133628 0.00088100121478925004 -0.0018592112689588462 6.7891964526698356e-05
leaf_weight=53.187055555230472 134.20317580836127 2.1424741750524836 1.2080421312712135 2.0103756084281486 4.5814733988372636 5.9274512566626063 5.1064062584191552 4.7665122258476904 1.9753105863928784 8.4575781356543285 7.5479722768068296 3.1077484786510468 10.909897789359094 8.174053509719668 2.3525578379631034 5.8215387761592856 3.3236655592918396 10.531743882456793 1.7192746869986866 2.3198280613869429 5.6451210251543689 3.367961596697568 4.0354151246137908 5.3594229817390433 5.0390502884984016 19.729656629264355 12.623034641146662 8.5771698364987952 3.9371927231550208 8.1031540203839523
leaf_count=315 1232 104 8 252 61 29 44 29 49 32 34 27 44 34 30 20 18 113 35 15 31 20 42 22 13 90 44 41 29 43
internal_value=0.000142164 0.000228589 -0.000908532 3.8281e-05 0.000256782 9.33694e-05 1.77379e-06 9.41965e-05 -0.000446738 0.000364283 0.000309103 -0.00054318 0.00039069 0.000254459 0.000345408 0.000193541 -0.000859187 -0.000863688 0.000251887 -0.000715155 0.000302857 0.000165729 0.000259709 0.000820733 0.00126338 0.000756154 0.000346516 0.00021934 -1.07662e-05 -0.000562271
internal_weight=355.791 221.588 5.36089 3.21842 216.227 85.8013 79.8738 74.7674 17.0885 130.426 121.968 10.6557 111.313 57.6789 52.9124 44.7383 5.67622 12.5071 80.6731 4.0391 76.634 60.5904 57.2225 16.0436 10.6842 30.6396 39.0621 33.2406 24.6634 12.0403
internal_count=2900 1668 364 260 1304 584 555 511 223 720 688 61 627 288 259 225 48 162 493 50 443 377 357 66 44 134 177 157 116 72
is_linear=0
shrinkage=0.00196078


Tree=564
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 1 0 2 2 1 2 0 0 0 1 0 2 2 0 2 2 2 1 1 2 0 0 0
split_gain=0.193653 0.777103 0.70278 0.861461 2.28003 2.1549 2.74704 1.68973 2.21898 0.620233 0.907228 0.446363 1.64073 4.33211 1.38999 1.7041 1.02003 0.811246 0.614365 2.64044 1.33985 1.43162 1.23793 1.28357 2.45443 0.90686 0.882297 0.798371 0.745374 2.62588
threshold=42.564639561200003 42.541806567400009 42.988308018450006 0.34581299960000006 0.34515433670000012 0.34744468730000005 0.50356276755000018 0.38398550940000004 0.56859076075000015 43.061965423550006 43.124157941850008 0.34515433670000012 41.840895355800008 0.47470135625000004 0.48181192180000004 0.47851860725000006 0.34518427590000006 0.47715637260000004 40.259171735100004 40.036761086100007 0.47851860725000006 37.962710038050005 39.852039223600009 39.468990633150007 0.3459626957000001 0.35759408400000009 40.496232821400007 0.52428071015000011 0.47778509625000004 0.47727612945000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 -5 -7 -8 -9 -4 -11 12 14 -14 15 17 -13 -1 19 20 21 -18 23 24 -22 -26 -20 -25 29 -28
right_child=2 -3 9 5 -6 6 7 8 -10 10 -12 16 13 -15 -16 -17 18 -19 26 -21 22 -23 -24 27 25 -27 28 -29 -30 -31
leaf_value=-0.0018013296730784775 -0.00048429906679031031 0.023561616681748849 0.018937403688912138 0.020617496947926126 -0.055576198718107941 -0.069668295571793021 0.030911574729003351 -0.038458297166183632 0.024665089380233499 -0.024298001598658022 0.00075917256180399245 0.024981420507950703 0.02208794305494689 -0.052358250986626151 0.023369699592536902 -0.020882941954224452 0.0039158701092480395 0.016242002611974438 0.01790077341557076 -0.029365400480307609 0.04752056184325093 -0.073199307935280122 0.018205940732267358 -0.0032926618380183332 -0.029140073065348854 0.0013700362200096475 -0.0076981019414731093 -0.029103305771800762 0.0012375441314360781 0.040491387815366958
leaf_weight=16.385033429658513 3.1747540073120062 2.5773822672199449 2.9855850224557789 4.2954898811876756 2.088708181399852 1.3099954511853864 1.6601850092411039 2.8563275618944317 1.3876864826452218 2.5102016833843654 69.977435136970598 3.1362001262605181 2.1323362765833727 3.4028230430558324 3.9017542898654929 6.6312131620943537 0.77861663307703455 5.6097263582050791 6.9428617943631243 5.186498552458942 1.9224983602762211 0.83854905847692862 6.8498028936446635 4.2864820435643178 1.6816129088401783 57.482105038670852 4.0688821002840987 3.7840815937815933 66.293539742502617 3.5516646951436996
leaf_count=178 27 11 22 18 32 16 7 38 27 33 847 12 41 29 17 35 32 22 51 50 6 14 40 22 11 677 41 41 493 10
internal_value=0.000520884 0.00121507 -0.0010402 -0.00862248 -0.0223465 -0.00234638 -0.0160196 -0.00411625 -0.0178185 0.000644882 -0.000108542 0.000933932 -0.00306769 -0.023679 0.000439684 -0.0026857 0.00184706 0.00280059 0.00140376 -0.00107551 0.0008147 -0.0360707 0.0015995 -4.53285e-05 0.00198258 0.000502846 0.00394293 -0.0153946 0.00263184 0.0147613
internal_weight=299.69 207.444 92.2464 16.7731 5.26346 11.5097 7.21419 5.9042 4.24401 75.4732 72.4876 204.866 38.0629 5.53516 32.5277 28.626 166.803 21.9948 163.667 82.8102 77.6237 1.61717 76.0066 69.1568 61.0862 59.1637 80.8569 8.07056 73.9141 7.62055
internal_count=2900 1833 1067 165 59 106 88 72 65 902 880 1822 322 70 252 235 1500 200 1488 893 843 46 797 757 694 688 595 63 544 51
is_linear=0
shrinkage=0.040952


Tree=565
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 2 2 0 1 0 1 0 0 2 1 0 1 2 2 2 1 1 1 2 0 2 0 2 2 0
split_gain=0.938967 1.05995 2.28048 0.945442 0.941322 0.87242 1.03794 1.15454 1.70243 1.72351 1.60787 1.01559 1.00856 0.899157 0.822668 1.57964 1.57947 2.37235 2.84076 0.814101 0.746847 0.776048 1.08168 1.58591 1.25396 0.731817 1.15962 0.755454 0.876347 0.921259
threshold=0.30949672165000003 0.39167988980000007 0.39388042275000007 0.52366695610000014 44.921040431000009 41.621607100200002 41.532441862050007 0.47943175355000006 0.34548366815000003 0.48414718120000005 0.36000419150000007 0.49320379630000005 0.47851860725000006 40.532725462000009 0.34458549145000011 0.47470135625000004 0.34500464060000008 40.259171735100004 38.512991772500008 40.337496327150006 0.36501901140000009 0.36597706655000006 0.37982395740000008 39.788107623550012 0.50579323975000012 51.779769178100004 0.61532588845000014 37.186372654950006 36.82350895510001 0.52877159370000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 -3 19 -1 6 7 12 13 -10 11 -11 14 -9 15 -2 -16 18 -18 -4 -12 -22 24 -24 -23 27 -27 28 29 -5
right_child=1 2 3 25 -6 -7 -8 8 9 10 20 -13 -14 -15 16 -17 17 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020001921996638883 9.7622319253337249e-05 -0.0020892493586054332 -2.7036091044093431e-05 -0.0022780807878559342 0.00043295975668731975 7.7709519005047514e-05 0.0012743987267602298 0.0014127130481760349 -0.00063055746130873537 0.00054421989541959738 -0.00043446539597736508 0.0018463590260076692 -0.00078614717711859795 0.00055319660734766917 -0.0013786291782226679 0.0014258770764954258 0.00034671977072351832 0.00073359527743677481 -0.0034662556309614967 -0.0020890089846158765 0.0010257808291699107 0.00032497395141689096 0.0001983023095642604 0.0013346063546243233 -0.00089327317471038763 -0.0022095828043515635 0.00035000575870318586 0.00010863965443960887 -0.0022267405618472793 -4.2516028753276613e-05
leaf_weight=1.4582395774777972 14.790118969278415 1.83593921503052 1.3403842181432986 0.72725935466587355 0.92172075808048237 97.317432393203489 3.89598674327135 7.7164633125066784 6.776550590991973 4.7704186439514142 5.1980684250593177 3.8399946838617325 4.9094875529408446 9.8302079588174802 3.2172135158907613 4.0513306260108939 1.5931895363610222 6.9717088011093438 1.2296634432859717 1.3806004058569668 4.9243444725871077 6.5452669411897642 19.496770862489942 5.6202407330274573 5.5421059690415859 1.2845746376551681 1.2312956848181782 116.61666551762028 0.91018074704334129 6.5656511480628978
leaf_count=107 127 56 19 13 8 615 14 28 34 20 25 23 25 36 22 12 37 35 15 56 16 31 86 19 38 67 17 1034 19 246
internal_value=0.000121903 0.000129922 -3.46431e-06 2.59796e-05 -0.00105787 0.000210535 0.000317434 0.000285575 0.000412267 0.00026708 0.000375824 0.00112494 8.9791e-06 0.000931184 0.000131531 0.000383227 -0.000232933 0.000143393 -0.00131425 -0.00107326 0.000239535 0.000322696 0.000229637 0.000452564 -0.000233597 4.94688e-05 -0.000956891 6.9753e-05 -0.000483066 -0.00026545
internal_weight=352.509 350.129 131.893 130.057 2.37996 218.237 120.919 117.023 80.2604 62.7138 55.9372 8.61041 36.7627 17.5467 31.8532 18.8414 13.0118 9.79456 2.82285 2.72098 47.3268 42.1287 37.2044 25.117 12.0874 127.336 2.51587 124.82 8.20309 7.29291
internal_count=2900 2785 1527 1471 115 1258 643 629 356 292 258 43 273 64 248 139 109 87 52 75 215 190 174 105 69 1396 84 1312 278 259
is_linear=0
shrinkage=0.00188464


Tree=566
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 0 0 1 2 1 1 0 0 0 0 1 2 2 0 2 2 1 2 1 2 1 0 1 1 0
split_gain=0.993682 1.58376 2.16071 3.09793 2.21281 2.06689 1.8809 1.37831 1.33374 1.40604 2.04328 3.12567 1.20482 3.26722 1.10048 2.32814 1.44864 2.04965 1.05974 1.30754 4.20185 3.21242 1.5743 2.55244 1.80585 1.70169 1.80968 1.25803 1.04679 1.10862
threshold=0.52366695610000014 0.48543456785000005 43.45354240915001 0.5089817670000002 0.34587287805000005 0.48368312325000012 0.50356276755000018 0.39971857130000005 38.238138001450004 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.54910032635000017 0.55240861050000023 0.54017843775000018 0.41865513010000005 41.590548329450009 40.036761086100007 0.48181192180000004 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 41.840895355800008 0.34554354660000003 0.47905751325000007 0.34530403280000005 0.35319301815000009 0.47440196400000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 -3 18 -4 -2 -9 -10 11 -11 14 -14 15 -12 17 -16 19 22 21 -21 25 24 -24 27 28 -1 -27 -30
right_child=7 2 3 -5 -6 -7 -8 8 9 10 12 -13 13 -15 16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=9.08471209488021e-05 -0.00040012786630530187 0.0015041026727953537 -0.00070065299172641785 -0.002595751569555718 0.00040932610298232954 -0.0011660722343218438 0.0014703926700242401 -0.00058906825936005675 0.0010459325476016447 0.00050352667421910613 0.00084868712331436945 -0.0024253274353622785 -0.0026251696289353466 9.9396742048862659e-05 0.0010621358073911438 -0.0016544810466093604 0.0015149434702777002 -0.00033991980528373433 0.00063934538931271709 0.00049880276402310489 0.00010434904491906285 -0.0020685380550473182 0.00077742209674483095 0.001688268441077196 -0.00095056596112151582 -0.00091649941793185404 -0.0017271087627300662 0.0010347824692825271 -0.00032276647845029072 0.0022227786604453736
leaf_weight=35.325429140590131 25.444139318075031 7.5595375262200823 3.7509274741169047 2.0069790396373719 69.419535257387906 4.7374254055321208 2.4267641236074269 9.5244201852910901 6.2510963436216107 2.5483659054152659 3.1306779235601452 2.8502163277007639 1.6724874079227436 57.430033616925357 8.1500330567359942 2.4422004849184304 5.9616523906588546 7.2970965951681128 13.318359162658451 2.4857371866237354 36.842689747689292 6.5196673646569252 5.9441510755568761 6.5276891700923434 3.5769189950078726 2.1343727454077435 3.6854302603751421 6.1159769718651651 1.3036106005893091 1.2257216386497019
leaf_count=234 255 25 46 58 333 24 13 334 29 25 12 44 19 672 25 44 20 31 48 25 318 66 32 23 40 17 22 26 36 4
internal_value=0.000132695 0.000213428 0.000417033 -0.000521636 0.000516836 7.97803e-05 0.000152192 1.95183e-06 9.73344e-05 0.000164226 0.000103978 -0.00104278 0.000175895 2.22968e-05 0.000512347 -0.000248275 0.000710343 0.000399816 0.000126995 6.58991e-05 -0.000183253 -0.00135988 0.000239399 0.00076277 0.000128244 7.07037e-05 -0.000720739 0.000230154 7.45319e-05 0.000910812
internal_weight=347.609 214.907 85.1637 8.18467 76.9791 129.743 6.17769 132.702 107.258 97.7339 91.4828 5.39858 86.0842 59.1025 26.9817 5.57288 21.4088 15.4471 125.006 111.687 45.8481 9.0054 65.8393 16.0488 9.52107 49.7905 8.34914 41.4414 4.6637 2.52933
internal_count=2900 1390 475 117 358 915 59 1510 1255 921 892 69 823 691 132 56 76 56 891 843 409 91 434 95 72 339 79 260 57 40
is_linear=0
shrinkage=0.00192157


Tree=567
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 2 0 1 0 1 0 1 0 0 1 1 1 1 1 1 1 1 2 0 2 2 2 0 0 0
split_gain=0.180144 0.599004 0.280595 0.947752 0.201919 0.502441 0.230086 0.259434 0.174683 0.785185 1.07106 1.04976 0.860392 0.480107 0.396314 1.24174 0.391499 0.368336 0.762328 0.503436 2.55921 2.1944 1.06313 2.84652 1.69095 1.67724 3.07771 3.37509 1.90265 1.79788
threshold=50.666627092000006 0.48363821445000005 0.5810754169000002 52.781270016900002 50.065525775750011 49.275256100300005 0.3972336157500001 0.43706775245000007 0.47727612945000003 0.34524415440000006 0.4622167001000001 0.35675578575000005 0.47706655490000011 0.47760546090000006 0.34506451900000007 0.34482500525000009 0.3447651268000001 0.34491482290000003 0.34512439750000007 0.35585760905000008 0.35165114815000004 0.35759408400000009 42.178283198950005 0.47997065955000012 43.45354240915001 39.56957118270001 40.922041107600009 0.48119816770000007 0.48320409570000006 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 -7 -8 9 14 -11 12 -12 -10 15 -1 -15 -18 -19 20 22 -21 25 24 -24 -20 29 -28 -29 -27
right_child=1 2 3 -5 -6 6 7 -9 13 10 11 -13 -14 16 -16 -17 17 18 19 21 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0017921848315870933 -0.048310402416495452 0.016210895418038444 -0.058958596168634789 0.018929258901071982 0.013439110303759216 -0.0049709298700510475 -0.051769382968392244 -0.011635685505887058 0.01370111369029515 -0.054667186555540703 -0.051285283078274915 0.018533894028686191 -0.0066516942396616608 -0.0092487973148520971 0.015853863719680866 -0.03478228057446324 0.013572976030200423 -0.015151698329888991 0.03487185143081506 -0.052006511058740476 0.036800902553932258 0.00067499422542139319 -0.062601168597387943 0.0031665956059600841 -0.0082972966179139952 -0.045734429517200421 0.031534748949309931 -0.027210591654676916 0.010413539613667909 0.00057550236312086354
leaf_weight=30.133125029678922 0.6913649082416663 1.2163517363369467 0.58104900107718982 0.78067752346396446 2.6523809058126053 1.2174328863620751 0.71641421108506598 0.65967305435333401 6.47601444274187 1.2379675047995977 1.3638352039270101 2.148992941249162 2.8355170525610447 7.7515152525156727 3.4510622238158239 2.118459800258278 5.0998149663209906 6.0469280611723653 4.1576164811849585 1.7038383930921543 4.9701380357146254 160.36933563508865 2.5610119588673141 17.396090682595968 2.3396433889865875 3.6106763333082226 10.205464508384468 4.774722293019293 7.1689295172691345 3.5401187501847744
leaf_count=367 74 8 29 20 33 8 22 25 25 64 51 20 16 41 22 26 21 34 16 14 25 1684 36 76 10 23 35 22 32 21
internal_value=0.000636794 -0.0101431 9.2303e-05 -0.0143055 0.000755578 0.000641172 -0.0195934 -0.03253 0.000821226 -0.00188549 -0.0153767 -0.00771484 -0.0211475 0.00129336 0.000981214 -0.000610225 0.000960908 0.0012992 0.00102567 0.00146474 0.00505074 0.000121166 0.00222042 -0.00559044 -0.0366757 0.00742573 0.00353116 0.0120347 -0.00462749 -0.0228079
internal_weight=299.976 3.26944 2.57808 1.36173 296.707 294.054 2.59352 1.37609 291.461 43.289 7.58631 6.34835 4.19935 248.172 35.7026 32.2516 241.696 233.944 228.845 222.798 60.7244 162.073 55.7543 22.2967 4.90066 33.4575 29.2999 22.1491 11.9437 7.1508
internal_count=2900 131 57 49 2769 2736 55 47 2681 566 151 87 67 2115 415 393 2090 2049 2028 1994 296 1698 271 122 46 149 133 89 54 44
is_linear=0
shrinkage=0.0461763


Tree=568
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 0 2 0 1 1 1 0 1 2 1 0 0 2 2 2 0 1 0 0 0 1 2 1 1 1
split_gain=0.897346 1.29371 2.28419 1.25784 1.16082 1.83219 1.98183 1.19801 4.17289 1.33306 2.24629 1.9096 1.79965 2.17615 2.11615 1.80764 1.27438 1.35749 2.8952 1.23929 1.06269 1.017 2.58796 1.41579 1.1003 1.01653 0.928187 2.43338 2.19631 1.48409
threshold=0.52324780695000006 0.52746923745000018 39.091773401050006 0.52428071015000011 40.621691032550004 0.46928235680000008 40.305698932850007 0.51589772760000019 0.38733870245000007 0.34632196640000007 0.3459626957000001 0.48607826115000008 0.37138109635000011 47.001379125850008 0.37982395740000008 0.50300889195000009 0.49811382890000006 42.406961525800007 43.19689381845 40.922041107600009 0.48368312325000012 0.38906020780000011 0.51929582950000019 0.52266399210000014 0.5096104907000002 0.33960061075000009 39.468990633150007 0.34988473400000003 0.3459626957000001 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=4 2 -2 -4 5 25 21 9 -9 10 11 19 15 14 -14 16 17 -11 -19 -6 -21 22 24 -23 26 -1 28 29 -7 -28
right_child=1 -3 3 -5 7 6 -8 8 -10 12 -12 -13 13 -15 -16 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.078079491254575e-05 -0.0024804737878779508 3.9132120877124341e-05 0.0010198058042547576 -0.00070068480490825152 -0.0012106881842049227 0.0013382857665329673 0.0012847122974865136 -0.0032064501878503781 0.00094902842478141402 0.001179329549530246 -0.0010809416682983602 0.0010333140892533573 -0.002569788726476287 0.0012963632561442157 -3.4517585110437174e-05 0.001484316411395354 -0.00070966692016663795 -0.0011071324525708706 0.00086030219745309019 7.8412225346710199e-05 -0.0010097404646361966 -0.00086793398957309316 0.0016971527268361984 0.0006619122868434333 -0.00042671766631369407 -0.0013506502968443355 0.00014611927592782928 0.0011592983947281326 0.00024284215632741174 -0.0012755193578526457
leaf_weight=6.4963523489423078 1.9871512022800724 127.52611585226259 2.1241900656605139 5.214230298763141 3.0025241468101731 9.7564611211419123 9.0289090797305089 1.6355974245816463 1.8061738747637717 7.3633913826197483 6.604304362088441 6.6046260222792617 2.0870126094669095 1.7758312923833726 2.6595860584639013 6.5362245477735987 3.3753032311797133 4.1833714364329335 7.2796065174043179 66.164492405368946 3.3491228073835364 5.3085235776379687 5.2431421577930442 3.6096499264240265 6.3598445653915396 2.9130188018607441 6.081662852317093 4.7436785474419585 19.482270375825465 4.5666976161301136
leaf_count=88 37 1398 23 63 19 35 38 28 18 35 36 24 27 12 51 31 17 33 39 507 16 37 17 13 32 67 25 21 86 27
internal_value=0.000108104 -1.04199e-05 -0.000688038 -0.000202669 0.00018608 0.000357848 0.000457221 7.06861e-05 -0.00102574 0.000101877 -2.49982e-05 6.31426e-05 0.000410337 -0.000483388 -0.00114924 0.000613179 0.000356714 0.000547901 0.000142294 -2.52187e-05 2.59857e-05 0.000342546 0.000436316 -0.000248725 0.00030667 -0.000425587 0.000411177 3.65823e-05 0.000608373 -0.00046357
internal_weight=344.869 136.852 9.32557 7.33842 208.017 83.5902 74.1808 124.427 3.44177 120.985 85.7251 79.1208 35.2603 6.52243 4.7466 28.7379 22.2017 18.8264 11.463 72.5161 69.5136 65.1519 56.2338 8.91817 50.9906 9.40937 44.6308 15.392 29.2387 10.6484
internal_count=2900 1521 123 86 1379 486 331 893 46 847 602 566 245 90 78 155 124 107 72 542 523 293 243 50 226 155 194 73 121 52
is_linear=0
shrinkage=0.00188464


Tree=569
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 2 0 2 2 1 1 0 2 2 1 0 0 0 1 1 2 1 2 2 2 2 2 2 0
split_gain=0.946618 2.31112 1.18759 1.16353 2.08303 1.54759 1.9725 0.981667 0.926753 2.89172 2.48354 1.20449 1.95652 1.87777 2.75008 1.79472 1.12468 1.767 1.47016 1.04187 2.77986 0.854092 0.841151 0.794921 2.43713 1.38206 3.54322 0.788683 0.740387 1.19823
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.48543456785000005 0.48368312325000012 0.35877668335000007 41.495754733000005 0.48181192180000004 42.178283198950005 42.686561923500008 0.34479506600000004 0.34515433670000012 0.47976108500000009 40.259171735100004 39.468990633150007 0.3459626957000001 0.47943175355000006 0.47760546090000006 0.47715637260000004 0.3453938505000001 0.34569324270000007 40.337496327150006 0.34545372890000009 40.982542372850013 42.428475018400007 43.968221017800005 47.833738492450003 41.348489042950007 51.779769178100004 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 21 4 7 6 -5 8 11 10 -10 12 16 14 15 -13 17 18 -1 -15 -21 -3 -12 -7 -25 -26 -27 -9 -4 -30
right_child=1 2 28 5 -6 23 -8 27 9 -11 22 13 -14 19 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=6.6497529361663713e-05 -0.0021947023490596416 -3.4700372087237374e-05 8.6653709536548478e-05 0.0014362596805700474 -0.0011998072077381329 0.00034900174464501903 0.00036738161362696788 0.001145313507963242 0.00047424200632665973 0.00010689528371925184 -0.0011876742583513491 0.0022777409903227195 -0.0015876531072232971 0.0013991135185927827 -0.0016458241284761071 -0.00044268328435978298 0.0013637987607088248 -0.00094446485905681657 0.0014991219778551362 -0.00065110079705454113 0.0011816668900399845 -0.0022125245107320231 -0.0026855813783016606 -0.001512742968876168 0.0008853085344421571 -0.002502898795751809 0.00067255266726887523 0.00018064905086548851 -0.0023598979696186901 0.00047188042489781522
leaf_weight=20.739008320029832 1.8086188528686751 1.2649693409912282 122.16542429680703 10.620048094540836 4.5913288313895455 45.045619107782841 17.701559815555811 6.3966999351978284 2.4495658399537188 35.749943960807286 3.1161358170211315 1.7246901994512911 2.7733683064579955 7.7543340707197812 3.3036612547002733 2.0294880448491313 2.6049721390008918 5.862481888383626 3.1756654903292647 5.0720645934343329 8.5373307541012746 1.5294118674937633 2.6817388432100415 3.881386004388335 6.5782462209463102 2.0558519810438156 3.9402438588440418 6.6416516900062561 1.2274171835742884 1.079957583453506
leaf_count=203 56 19 1312 51 24 205 72 23 25 318 31 7 14 28 24 38 8 33 9 28 36 56 35 32 35 49 21 24 67 17
internal_value=0.000138952 6.21327e-06 3.74909e-05 0.000218632 9.64642e-05 0.000388921 0.00076819 0.000145809 8.42244e-05 -0.000134549 -0.00118113 0.000235622 -7.04284e-06 0.000535783 -0.000341077 0.000807095 0.000128329 2.02469e-05 0.000256738 0.000825467 0.000498616 -0.00122666 -0.00188051 0.000214266 -0.000154556 0.000264683 -0.000416199 0.00065392 6.58708e-05 -0.0010345
internal_weight=344.103 129.076 127.267 215.027 125.204 89.823 28.3216 120.613 107.574 43.9974 8.24744 63.5771 35.1555 28.4216 7.05784 3.75418 32.3821 29.7772 23.9147 21.3637 13.6094 2.79438 5.79787 61.5013 16.4557 12.5743 5.9961 13.0384 124.473 2.30737
internal_count=2900 1527 1471 1373 908 465 123 884 837 409 91 428 267 161 69 45 253 245 212 92 64 75 66 342 137 105 70 47 1396 84
is_linear=0
shrinkage=0.00196078


Tree=570
num_leaves=31
num_cat=0
split_feature=2 0 2 1 2 0 0 0 1 1 0 0 2 2 0 2 1 2 0 2 1 1 1 2 0 0 0 1 1 1
split_gain=1.06583 0.935366 0.72274 0.80665 1.52197 1.57355 1.80136 1.66534 2.4037 1.88122 1.5007 1.32211 1.27831 1.75563 1.55045 1.79722 2.25603 1.35075 1.93387 1.31654 1.25665 1.95391 2.68677 2.48935 1.97007 1.9454 1.9307 1.75006 2.63443 1.86797
threshold=51.779769178100004 0.61532588845000014 32.785955158400007 0.38906020780000011 41.919251152600005 0.51929582950000019 0.50579323975000012 0.48607826115000008 0.36000419150000007 0.36730936200000003 0.51243974730000008 0.48368312325000012 38.238138001450004 37.962710038050005 0.52215502530000013 40.305698932850007 0.39971857130000005 33.384956903900012 0.52290350590000012 37.064694648750013 0.34632196640000007 0.3459626957000001 0.34581299960000006 42.428475018400007 0.47470135625000004 0.48101853240000009 0.51589772760000019 0.34560342505000002 0.34542378970000004 0.34518427590000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 11 -9 -10 -8 -4 13 17 15 -14 -17 -5 -19 -20 21 22 23 24 -6 -26 -22 28 29 -25
right_child=1 -3 3 12 20 -7 10 8 9 -11 -12 -13 14 -15 -16 16 -18 18 19 -21 26 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.00087367983146289922 -0.0023515669559491248 9.2300264833739283e-05 0.0002953756579805025 0.0013123763562819376 0.00065035119759142832 0.0012483699172322904 -0.0014777111863847057 0.0015452636571393411 -0.00019885019546065174 0.0011290768903070799 0.0001080846000022851 -0.00084287096953091336 -0.0023564520677533595 -0.0025700232906042536 0.00014196750931164186 0.0016820140002091614 -0.0021486191416934209 -0.003438564616522425 -0.00087735376310997646 0.0003513148871779178 0.00055030218220433942 -0.0015332993537514397 0.0013714165166156661 0.00013076001413884426 -0.0029618140106449629 -0.00068475877562387876 -0.0007974977748893263 -0.0014007859320154207 0.001674968967962546 -0.0013668518457620386
leaf_weight=2.8401560318889087 1.3052472958806896 1.2102446742355821 68.487373155308887 1.8831171408528522 1.7039503375999618 7.610863931477069 3.8712737672030908 10.754851445555689 10.447651371359827 7.2433887347578993 6.2657768353819847 4.3517720550298682 2.1892852475866666 1.46683039490017 120.75776238361141 1.5086545646190646 1.0424677073024211 0.840204993262886 7.5897356336936337 6.4845796626177616 26.313028762466278 3.9258724078536025 4.716501639224588 25.002735661808405 2.9194058813154697 3.1040536165237427 5.0853087212890378 3.2458402574993661 3.9469853909686199 3.8543621674180022
leaf_count=168 81 17 368 17 28 25 33 48 44 31 25 22 16 34 1018 12 44 13 163 79 150 25 20 227 33 13 57 27 23 39
internal_value=0.000122991 -0.00117578 0.00013234 0.000140583 0.000221906 0.000367455 0.000307282 0.000387831 0.000798706 0.000344854 -0.000497521 0.000227371 2.58354e-05 -0.000469123 9.78695e-05 -0.00102549 0.000116698 -0.000285665 -0.000487435 -0.000311259 1.52069e-05 -0.000174552 -6.45534e-05 -0.000219263 -0.00125063 -0.00178839 0.000332011 1.81323e-06 0.000140595 -6.92718e-05
internal_weight=351.969 2.51549 349.454 346.614 202.851 119.033 111.422 101.285 28.4459 17.691 10.1371 72.8391 143.763 18.2645 125.498 4.74041 2.55112 16.7976 14.9145 14.0743 83.818 52.4197 48.4938 43.7773 7.72741 6.02346 31.3983 36.0499 32.8041 28.8571
internal_count=2900 98 2802 2634 1238 596 571 513 123 75 58 390 1396 306 1090 72 56 272 255 242 642 435 410 390 74 46 207 316 289 266
is_linear=0
shrinkage=0.00200243


Tree=571
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 2 1 1 0 0 2 2 2 2 2 1 0 0 1 1 0 0 2 1 0 1 0 1 1
split_gain=1.02288 0.743713 1.41898 1.88478 1.10442 0.972531 0.84672 2.25842 1.08953 3.19052 1.62402 1.19477 1.8989 1.47147 1.49791 1.76423 2.39868 1.29817 1.18001 1.1056 1.23124 2.73468 1.02466 1.52733 1.03112 1.01716 0.820271 1.84517 1.24389 0.809492
threshold=0.50663153795000015 42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.272044000450002 41.986601436450009 0.34988473400000003 0.39584144190000009 0.53592706805000012 0.52898116820000018 37.572218886150004 34.542090938800008 41.322103772800006 40.823855932350007 40.036761086100007 0.42829556000000008 0.54384599265000022 0.56793209785000009 0.39410496695000002 0.39078171310000004 0.52772372085000019 0.42314601355000009 41.24714903835001 0.31100865245000009 0.54191491270000014 0.43706775245000007 0.54910032635000017 0.42970270350000012 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 -6 8 -8 19 10 -10 12 17 14 15 25 -17 -11 -19 20 22 -22 23 24 -1 -13 27 -27 -29 -3
right_child=-2 29 3 4 5 -7 7 -9 9 11 -12 13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00062222667385450077 -0.00089245003724982837 -4.8037010254747492e-05 -0.0022011400384159452 0.0015704275923755786 0.00068700441807249303 -0.0021365415480661121 -0.00018426308042063626 0.0015577807428028539 -0.00039757917824370989 0.001783409094068677 -0.0023312328883581483 0.0012012844420156103 -0.0016970401253494551 -0.00059959577048385203 0.00096472261781180887 -0.0017127910410521701 0.00024684212405823346 -0.0025062076434544181 0.00077638098928848416 0.0012683560035873516 -0.0025457683580209765 0.00068398429034229058 0.00031602524213603035 0.0013014179836421391 -0.0021919406334399423 0.00041144177344995265 0.00062025579195495876 -7.6662059218382292e-05 -0.0023905333866257907 0.00035426474516634998
leaf_weight=0.61310708709061135 3.4871002440340808 106.56307566538453 2.0157596858334719 1.185239623533562 0.82868421706370987 0.90808088937774301 4.9736130470409972 5.6415941473096609 3.3305726449470958 1.3448697179555886 2.8740044720470905 4.7323869764804867 3.0836027590557933 6.714509490877389 10.613617677241562 3.7441376633942109 5.4452340910211205 0.72354758251458384 0.84116349730174989 3.9685627408325663 1.7287983270362013 2.018219206482172 130.38034224556759 0.95572931529022742 1.8820056832046246 6.8922329023480433 9.7536814571358246 1.560524554923177 1.7512750905007122 21.319218318909407
leaf_count=9 319 923 104 8 38 37 30 26 50 4 42 15 59 39 39 23 28 22 22 16 35 11 622 21 73 25 49 21 23 167
internal_value=0.000123206 0.000133372 0.000199685 -0.000799244 0.000167861 -0.000789308 0.000222567 0.000741569 0.000195686 -9.62427e-06 -0.00129326 0.000129612 -0.000666564 0.000222794 0.000346902 0.000153354 -0.000551595 0.000425544 -0.000741541 0.000287653 0.000259364 -0.000806158 0.000289197 -0.000724446 -0.00150043 0.000415728 0.000229456 -0.000144096 -0.00130023 1.90306e-05
internal_weight=351.874 348.387 220.505 4.93776 2.922 1.73677 215.567 10.6152 204.952 63.4054 6.20458 57.2008 5.99318 51.2076 44.4931 33.8795 9.18937 2.90958 1.56471 141.547 137.578 3.74702 133.831 3.45084 2.49511 24.6901 19.9577 10.204 3.3118 127.882
internal_count=2900 2581 1491 187 83 75 1304 56 1248 461 92 369 107 262 223 184 51 48 44 787 771 46 725 103 82 133 118 69 44 1090
is_linear=0
shrinkage=0.00188464


Tree=572
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 0 0 1 2 2 1 1 2 1 1 2 0 1 2 2 0 1 1 1 0 2 0 0 2
split_gain=1.30349 2.77077 1.72197 1.74074 2.51498 1.25165 1.31572 1.85561 1.38165 1.99769 1.61217 1.42865 3.52628 4.70419 2.91185 2.28623 2.15107 1.13885 1.78617 3.69921 1.86934 2.19012 1.63967 4.22872 1.62057 1.43498 1.49 1.38384 3.27618 1.11375
threshold=0.39167988980000007 0.39388042275000007 0.48181192180000004 44.015822920550008 47.833738492450003 0.3453339720000001 0.48543456785000005 0.48320409570000006 0.35877668335000007 42.541806567400009 43.147345722250009 0.37982395740000008 0.37138109635000011 39.852039223600009 0.36927038110000004 0.38398550940000004 37.064694648750013 0.53484925600000011 0.39584144190000009 43.968221017800005 44.215931556700006 0.53136133645000017 0.40367054880000008 0.41753240920000007 0.39971857130000005 0.51589772760000019 37.360990606650006 0.54910032635000017 0.55240861050000023 42.178283198950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 29 5 -5 -4 7 -7 9 -8 -11 12 14 -14 16 -13 -10 18 -3 25 -21 -22 24 -24 -19 -20 -27 -25 -29 -1
right_child=1 17 3 4 -6 6 8 -9 11 10 -12 15 13 -15 -16 -17 -18 22 19 20 21 -23 23 27 -26 26 -28 28 -30 -31
leaf_value=0.00020194866078911673 -0.0020694971162935338 0.00051039427925436806 0.0010065055783269629 -0.0016409421516272603 0.00043082929870713398 0.00050684621393877179 0.0012430270129033989 -0.00092933428341447633 0.00037691224578002543 -0.00054369307116213254 0.00092949054125124808 0.0014257833886983011 0.00016899995623633314 -0.0026611533186126782 0.0013412385185225743 0.00027647028119240043 -0.0011782336823400823 1.7742834765665379e-06 0.00027257492298352829 0.0016863886668598224 -0.0019799440188246675 0.00064705230065326114 -0.0018978046460661369 0.00043949971951064197 0.0013723734068749429 -0.00011913748239458277 -0.0022657249628930537 -0.0025068066107330578 1.5519534932548678e-05 -0.00016642986733109575
leaf_weight=64.99146989826113 2.122853916604071 5.3847943395376232 10.992917731404303 3.3617538167163721 4.4915291257202625 5.9566455036401731 14.161936372518541 5.8525865599513054 9.7887817397713714 4.9777818322181684 4.7766309902071953 7.6264312118291882 4.5609699357300988 3.3373368792235851 7.0562476739287368 22.245641104876995 4.1584236100316039 5.2595095727592689 1.2282374853966738 2.1508730612695208 1.7053129886044187 2.6747408658266068 3.6573956981301299 26.444901058450341 6.1301000844687223 1.312990568578243 5.5304706646129489 1.7329042106866825 67.86291570434696 45.988070609048009
leaf_count=428 56 30 38 54 24 21 58 28 38 23 17 24 23 35 33 96 24 40 24 11 76 14 59 112 25 23 77 20 960 409
internal_value=0.000125408 -1.65377e-05 0.000209691 0.000366735 -0.000456034 0.000427986 0.000360688 -0.000204916 0.000441463 0.000808531 0.000177709 0.000292095 4.97086e-06 -0.00102685 0.000392984 0.000569893 -8.67617e-05 1.67114e-05 -0.000381356 -0.000710193 0.0003034 -0.000375732 8.83335e-05 1.39486e-05 0.000739456 -0.00153031 -0.00185388 8.67514e-05 -4.72852e-05 4.92987e-05
internal_weight=357.523 133.198 224.325 113.346 7.85328 105.492 94.4994 11.8092 82.6902 23.9163 9.75441 58.7738 28.9018 7.89831 21.0035 29.8721 13.9472 131.075 19.9874 14.6026 6.53093 4.38005 111.088 99.6981 11.3896 8.0717 6.84346 96.0407 69.5958 110.98
internal_count=2900 1527 1373 536 78 458 420 49 371 98 40 273 153 58 95 120 62 1471 255 225 101 90 1216 1151 65 124 100 1092 980 837
is_linear=0
shrinkage=0.00181146


Tree=573
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 1 0 0 0 2 1 0 0 0 1 2 0 2 0 1 1 1 1 0 2 2 2 2 1
split_gain=0.196585 2.15355 1.43859 0.640841 1.7356 1.81307 1.59272 1.27278 0.889332 2.27434 0.854078 0.853576 0.646589 0.805526 0.590596 0.919834 0.783767 1.89238 1.46132 1.89394 0.72126 0.680059 1.1994 0.886742 1.31089 0.679524 0.577493 0.906781 1.32681 0.745661
threshold=41.24714903835001 41.134354310300004 41.028010303750008 0.39078171310000004 0.52772372085000019 0.39772761295000009 0.39584144190000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 36.735256530150004 0.3982365797500001 0.56793209785000009 0.56859076075000015 0.47943175355000006 0.35585760905000008 39.039757512550004 0.47778509625000004 40.380906245900007 0.47760546090000006 0.36254902550000007 0.33263974130000007 0.31810424840000007 0.34392682850000006 0.47577916830000005 40.621691032550004 41.532441862050007 41.621607100200002 41.726652433350004 0.39658992245000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 -5 -6 11 -9 -10 12 -8 -11 -14 16 25 17 21 19 -18 -17 22 -1 -23 -25 -16 29 -28 -29 -2
right_child=26 -3 -4 4 6 -7 7 8 9 10 -12 -13 13 -15 15 20 18 -19 -20 -21 -22 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0023558199591273464 -0.0032435114107580206 0.0253298606807629 -0.023523605220195417 -0.057525281062136793 0.026200334127998524 0.013332771108680303 -0.0059791113843456374 0.012456150379085961 -0.047392994253226205 -0.04933469273401464 0.00089650869116984127 -0.051556620550093274 0.043083686747753154 -0.042841823007830321 0.019442527791300051 -0.013739613600434922 0.00062763184233737359 0.046512371630499455 0.0091105880347176291 -0.039005979964820421 0.0046146899214804943 0.016859379328073867 -0.054656999155566009 -0.052348874485546683 0.014045363410189008 -0.00042744037339344931 0.017465585130908633 -0.02861871542466508 0.00046536668699389346 -0.026143659962100056
leaf_weight=1.7975556561723371 11.594036024995146 6.5265828261035486 4.1451443841506252 1.8995233664754771 3.6514587625861159 0.94632359180832271 1.3964441474527114 7.4004015419632188 1.9504646956920613 1.0775169100961672 29.320079196717415 1.4810477606952188 0.38938782736659039 0.37427663619746454 12.182510182261469 4.1594608947634688 4.2327732942067069 1.7491311877965916 5.1747298643458626 4.2033186927437782 37.585580480284989 4.5324355340562761 1.0070285790134219 0.95065319775312707 1.1486998647451399 3.9987432211637488 5.3255453244491937 2.7999445704626842 136.5631396331155 3.1664106804819303
leaf_count=32 64 33 34 41 16 23 19 36 12 42 347 24 3 168 63 26 27 7 32 23 186 27 36 49 4 17 33 33 1408 35
internal_value=0.00073465 0.00185895 0.000738807 0.00149721 -0.0022467 -0.033963 -0.000327956 -0.00256045 -0.000651398 -0.00358091 -0.000838595 -0.0294379 -0.0284694 0.000971068 0.00375502 0.00606712 -0.00164625 0.006556 -0.00838694 -0.01912 0.00278587 -0.000850338 -0.0181155 0.0064511 -0.01602 0.0145322 -0.00027565 0.000528272 -0.000118962 -0.00815605
internal_weight=302.73 143.281 136.755 132.61 49.8869 2.84585 47.0411 43.3896 40.5121 33.1117 31.1613 2.87749 1.84118 0.763664 82.7226 57.9263 24.7963 11.1855 13.6108 8.43609 41.745 9.43637 2.80458 6.63179 2.09935 16.1813 159.449 144.689 139.363 14.7604
internal_count=2900 1327 1294 1260 731 64 667 651 608 572 560 43 213 171 529 292 237 155 82 50 212 148 68 80 53 80 1573 1474 1441 99
is_linear=0
shrinkage=0.0418233


Tree=574
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 1 0 0 2 2 1 1 0 0 0 2 2 1 2 1 2 1 0 1 0 1 1 1 2
split_gain=0.933186 4.23055 2.91104 3.91706 1.93894 1.62547 3.0103 2.7229 2.24954 1.25189 2.48458 1.74359 1.20166 2.68838 1.0942 1.08768 1.00425 3.33754 2.92216 1.22311 2.70417 1.77202 1.33201 1.87878 1.19781 1.15037 0.918977 0.825602 2.46414 0.816668
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.104429861650011 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 42.541806567400009 43.124157941850008 0.36000419150000007 0.37668033890000002 0.49678153350000009 0.51589772760000019 0.48181192180000004 42.178283198950005 42.686561923500008 0.34479506600000004 41.532441862050007 0.34569324270000007 41.840895355800008 0.34554354660000003 0.47905751325000007 0.35319301815000009 0.47943175355000006 0.34545372890000009 0.34458549145000011 0.34500464060000008 51.779769178100004
decision_type=2 2 2 2 2 2 2 2 2 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 12 -5 7 -7 8 15 11 -11 -9 -2 -14 -4 16 19 18 -18 22 21 -21 25 24 -24 27 -20 -1 -29 -16
right_child=2 -3 14 4 -6 6 -8 9 -10 10 -12 -13 13 -15 29 -17 17 -19 26 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00027099347615260744 0.0013710765661760801 0.0015791136622536406 0.00089790710549588035 -0.0028886976695746006 -0.00042616031861258854 0.00053996225968207094 -0.0022460381961635317 0.0011776196149731718 -0.0012679093393985715 -0.00097167399035873517 0.00081907556784726709 7.7703933323464315e-05 -0.0025604222535776273 0.0012685470738911678 8.0490267907427955e-05 0.00063578297867881593 0.00051056987925118943 8.7652260311896449e-05 -0.0012269691072146738 0.00067237361338792529 0.0016284664000884626 -0.0010243148440329975 -0.00084999833702704259 -0.0017126948722874097 0.0011651654409908028 0.00077280414214843244 -0.0026949147816036239 -0.0014158891379692793 0.00031952881552185086 -0.001033813737358349
leaf_weight=18.588503852952275 2.1315669119358045 8.1855039522051793 6.0216898694634429 3.6450194790959358 1.7482872959226368 2.8899095579981795 2.8432609303854406 19.457325324416164 4.5209493916481724 4.6468816325068456 7.4588569551706314 7.3329799324274054 1.2951676130760463 1.4211539849638937 150.1686697066325 13.127962112426756 2.5489503717981261 36.641129557508975 3.3006393667310476 5.9005466792732495 6.4388524480164042 3.7017262221779674 2.1458366471342734 3.5310231596231461 2.2152737574069761 9.6396843045949918 3.0160063542425632 4.9957569768885133 7.6588431735581253 2.4704951159656039
leaf_count=151 8 34 27 40 28 11 33 78 23 24 31 31 29 16 1513 47 25 311 31 32 23 40 17 21 34 33 35 31 45 98
internal_value=0.000132785 0.000228771 3.00456e-05 -0.00096329 -0.00209044 0.000164732 -0.000841704 0.000199311 6.39304e-05 0.000644725 0.000131682 0.000876553 0.000290676 -0.000557141 9.41631e-05 0.000112704 5.04601e-05 -0.000168427 -0.00122679 0.000204139 0.00066461 1.82914e-05 5.26986e-05 -0.000670334 0.000173626 0.000192275 -0.00192787 1.31596e-05 -0.000365576 6.2455e-05
internal_weight=349.688 180.786 168.902 10.2412 5.39331 172.601 5.73317 166.868 127.972 38.896 12.1057 26.7903 4.84789 2.71632 158.661 123.451 110.323 45.5067 8.8656 64.816 16.0411 9.60227 48.7749 7.89213 4.36111 40.8828 6.31665 31.2431 12.6546 152.639
internal_count=2900 1141 1759 121 68 1107 44 1063 899 164 55 109 53 45 1638 876 829 402 91 427 95 72 332 72 51 260 66 227 76 1611
is_linear=0
shrinkage=0.00192234


Tree=575
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 0 0 1 0 1 1 0 0 0 2 1 0 2 2 2 2 0 2 2 1 0 1 0 0
split_gain=0.881112 1.22509 0.792877 0.937137 0.67484 3.74278 2.78501 4.0521 1.9979 2.02619 1.58689 3.24683 2.19934 2.09178 1.43256 1.43019 1.63375 1.36109 1.11921 3.2984 2.04094 2.56209 2.70721 1.63547 2.59802 2.34149 4.579 2.27146 2.73288 2.4132
threshold=51.779769178100004 0.61532588845000014 0.30949672165000003 0.37331217625000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.49678153350000009 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.48181192180000004 41.495754733000005 0.36000419150000007 0.51589772760000019 42.178283198950005 43.45354240915001 43.061965423550006 42.686561923500008 0.47760546090000006 40.922041107600009 40.580626202750004 0.34515433670000012 0.47760546090000006 0.34554354660000003 0.47868327295000007 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=2 -2 3 -1 5 10 7 8 -6 -10 12 -12 13 14 18 16 -14 -8 23 20 21 22 -20 24 27 26 -25 29 -29 -4
right_child=1 -3 4 -5 6 -7 17 -9 9 -11 11 -13 15 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00045984372259590578 -0.0022649650976897585 0.00039060630244143663 4.5615618303380083e-05 -0.0021005864422768313 0.001358756048189297 0.0015451399414430718 0.0010142449502260327 -0.0022605667523972455 -0.002699843560275732 0.00048206103922895834 0.0006204064265742901 -0.0022911304685508385 0.0014502427190988337 -0.0012308050270839303 0.00073139022265986651 0.00024345904705197474 0.00026923078726404971 8.648666259687129e-05 -0.00035126017605153419 0.00029903273704280495 -0.0021362262647176863 0.00030753976333698131 -0.0026139552040600079 0.0008205574548993895 -0.0016907835385319234 0.0010335432280898476 -0.0017440366846190798 0.00053431912685079398 -0.0025972746835432894 0.0015381252824378474
leaf_weight=0.95087025873362963 1.3912003538571291 1.2846355382353065 23.108408240746943 1.302288398845121 2.8357019796967489 7.9590995460748664 6.3314902558922759 4.7500130436383188 1.3712220063898715 1.753154444042593 2.955182544887065 2.9351439503952861 11.742869615554811 4.510743184015154 13.497022129595278 19.663316916674376 7.3047198951244345 152.8289407127013 5.2070958595722967 24.417371516115963 3.492176608182489 8.0395827791653556 3.3350319340825081 7.3749364521354455 3.3969791792333117 16.966124965809286 4.2015831246972084 1.9246069059590798 2.4167685508728027 5.0807812586426726
leaf_count=11 81 17 175 104 10 34 27 58 29 24 11 33 53 23 47 82 29 1513 40 138 44 54 39 37 21 70 25 39 16 16
internal_value=0.000130849 -0.000990058 0.000139378 -0.00102004 0.000146855 0.000230677 5.82661e-05 -0.000909577 0.000167124 -0.000914409 0.000169699 -0.00083041 0.000205256 8.05149e-05 0.000128817 0.000614397 0.000997327 0.000123393 5.41767e-05 -0.00018504 -0.000773854 -0.000486933 -0.00123467 0.000219262 -5.90976e-05 0.000569641 -0.000110237 0.00011129 -0.00120898 0.000314624
internal_weight=354.329 2.67584 351.653 2.25316 349.4 179.53 169.871 10.7101 5.96008 3.12438 171.57 5.89033 165.68 126.969 122.458 38.7109 19.0476 159.16 108.961 44.4913 20.0739 16.5817 8.54213 64.4702 35.9275 28.5426 11.5765 32.5306 4.34138 28.1892
internal_count=2900 98 2802 115 2687 1026 1661 121 63 53 992 44 948 784 761 164 82 1540 714 315 177 133 79 399 267 132 62 246 55 191
is_linear=0
shrinkage=0.00196078


Tree=576
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 0 1 0 0 1 1 2 2 1 1 2 0 0 2 0 1 1 0 1 1 1 2 1 2
split_gain=1.40018 1.76707 2.57396 2.50083 2.33299 1.71757 2.00816 1.86273 1.56409 2.65335 1.61945 3.25918 2.22683 2.50027 1.84564 2.31851 1.54904 2.93064 2.28388 1.43673 3.14131 1.98783 2.39553 2.70751 1.78758 1.4661 1.35985 2.10325 1.61665 1.22236
threshold=0.52324780695000006 0.39078171310000004 40.305698932850007 0.39971857130000005 0.39024280710000009 0.38906020780000011 0.51929582950000019 0.38185982460000006 0.48543456785000005 0.48368312325000012 0.37138109635000011 0.37982395740000008 39.852039223600009 43.740100730350001 0.36927038110000004 0.36543816055000006 38.238138001450004 0.52877159370000015 0.52937037810000021 34.997818021800008 0.54384599265000022 0.40621538280000008 0.44751654140000008 0.56369569775000017 0.43625939340000008 0.49091344570000006 0.39971857130000005 39.420767558750008 0.4019490434500001 41.468518788800004
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -1 14 12 -12 -14 15 29 17 -2 -19 24 -21 -22 -23 -24 -20 -25 27 -18 -28 -10
right_child=16 2 3 -5 -6 -7 -8 -9 10 -11 11 -13 13 -15 -16 -17 26 18 19 20 21 22 23 25 -26 -27 28 -29 -30 -31
leaf_value=0.00016630432320270585 -0.0025069319693708648 -0.0029289112085227752 0.0017680779584530234 -0.0020852999773886428 0.0015702463508779521 -0.0010403455263047633 0.0012817362561359773 -0.0012342685195567906 0.0010096872454539855 -0.001325555556710998 0.00025314687820617455 0.0011575319231948555 -0.0028201797007176756 2.7448081093764301e-05 0.0015509435626196693 -0.00066168876724501124 0.0012614774210862433 0.0017845560069848063 0.0010071335611253386 -0.0028937683992015708 0.0019394082997966963 -0.0023576715233482206 0.0020671586569617284 -0.0024286510645540158 -0.0020901537089382774 0.00090176135153485662 0.0015239083580242119 -0.00061331771228825154 0.00011025107275840893 0.00032513158106124988
leaf_weight=122.01693544653244 2.4298229543492225 1.5941227863077063 1.5107529850210997 1.0584295223234219 4.8661296423524609 3.8980848379433146 6.712656562216579 3.2347302325069895 18.799484267830849 4.5705583952367297 3.9643817469477636 4.8209527134895316 2.8874471783638 1.8821049612015484 7.0293364822864524 5.6317559275776139 2.5156704410910633 1.8232527822256077 3.5335536254569879 2.2776664793491346 1.2146248556673525 2.1872449286747724 1.5987258218228819 1.3716710170265289 0.85525766086357169 0.75859691074583668 3.08469827286899 18.275318706175312 96.792667068948504 19.782434392720461
leaf_count=880 41 24 14 49 14 19 32 18 79 24 17 15 30 21 31 30 13 5 34 31 4 56 6 43 136 43 13 185 911 82
internal_value=0.000132708 0.000230127 -0.00101003 0.000180597 0.000254702 0.000223509 0.000247979 0.000212324 0.000236774 0.000112439 0.000479671 -0.000111213 -0.000811535 -0.00169648 0.000635972 0.000490505 -1.77625e-05 -0.000542989 -0.000237492 -0.000504696 -0.000928371 -0.000300604 -0.000760487 0.000176343 0.000403558 -0.00124268 6.08045e-05 -0.000386471 0.000153912 0.000658689
internal_weight=352.979 214.26 4.16331 2.56918 210.097 205.231 201.333 194.62 191.385 126.587 64.7979 13.5549 8.73393 4.76955 51.243 44.2137 138.719 18.0504 15.6206 13.7973 9.40853 7.13086 5.91624 3.72899 4.38881 2.13027 120.668 20.791 99.8774 38.5819
internal_count=2900 1379 87 63 1292 1278 1259 1227 1209 904 305 83 68 51 222 191 1521 399 358 353 183 152 148 92 170 86 1122 198 924 161
is_linear=0
shrinkage=0.00192234


Tree=577
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 1 1 0 0 1 1 1 1 2 0 0 1 0 0 1 2 2 0 0 0 0 2 2 1 2
split_gain=0.196437 0.764449 0.927109 0.959487 0.615903 0.533717 1.0612 1.35629 0.834925 1.89801 1.05113 0.783121 0.839804 0.836782 0.645713 2.03415 0.978791 0.774082 2.00655 0.542872 0.526831 0.717713 0.749297 0.482312 0.464873 1.4793 1.2213 1.42525 2.19928 1.31456
threshold=44.157169339850007 0.46613873835000008 0.58736265385000019 0.58859016195000013 43.968221017800005 0.47106374065000006 0.48627286610000009 0.61532588845000014 0.51017933595000009 0.39135055835000004 0.3925780665500001 0.35394149875000008 0.34506451900000007 48.008184682100008 0.5339660489000001 0.55411514625000013 0.41367024935000007 0.56055207925000017 0.58859016195000013 0.50064369330000014 42.526729949000007 42.508878681700004 0.62143349005000015 0.63514565435000014 0.48181192180000004 0.48218616210000004 42.178283198950005 42.686561923500008 0.34545372890000009 41.532441862050007
decision_type=2 2 2 2 2 2 2 2 2 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 24 8 -7 -8 11 -10 -11 12 -2 -13 16 -16 -12 -17 -19 -9 21 22 -5 -24 26 -26 29 28 -28 -1
right_child=5 2 3 20 -6 6 7 19 9 10 14 13 -14 -15 15 17 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0020930799451961326 0.0022349240010972977 -0.055737570055568314 0.05454561701993562 -0.052535384729400017 0.017941659473573471 0.031173366968806501 -0.052993976905997491 0.026581040464287484 -0.052395114745678692 0.039962309451199267 -0.023931670347109583 0.0005785068025852757 -0.028158662497457871 0.041088272054816896 -0.062028516218561792 0.027373731102978253 0.028840265110873838 -0.060518176829158769 0.005894765829703187 -0.0059150842043704868 -0.053671181409037656 0.057687619393239374 0.02033352255467312 -0.051579950188961519 0.033791913086423805 0.0022186613073690705 -0.010148385304357677 -0.0026823596181961558 -0.067042718138772925 0.015260963308269301
leaf_weight=42.600844240150764 10.614998452248985 1.1691071333261778 0.54231277108192477 0.84581427063676651 5.5663610533811143 3.1960051245987398 1.0989605851937083 2.0487211737781763 2.5027413307689121 1.1033052229322482 1.4088192579802119 2.7239284138195208 2.7509394232183686 2.2274787817150354 1.899164462229235 1.4329910818487404 2.1091604471439496 1.5346944998018441 3.8010829966515303 3.11218396917684 0.69688948128896289 0.36870303750038136 1.1180191059247588 0.2803237235166306 3.6440223688259712 166.98048693043529 4.9253246304579106 15.00710022554267 2.4425000967457891 13.916534756077452
leaf_count=339 98 62 5 104 31 18 42 11 54 6 30 41 20 11 34 15 44 43 25 102 54 1 35 147 12 1152 56 178 35 95
internal_value=0.000930793 0.00144106 -0.0175012 -0.00589645 0.00181393 -0.00211576 0.00818965 -0.0035448 -0.00497266 -0.0132329 -0.00585757 0.00214878 -0.0040206 0.0188025 -0.0100061 -0.0171952 0.00770708 -0.00461592 -0.0132072 0.00698488 -0.0158001 -0.00569927 -0.0161134 0.00591713 0.00145415 0.00289297 -0.00165767 -0.0113516 -0.0290094 0.00218009
internal_weight=303.67 260.104 5.02117 3.85206 255.083 43.5652 9.45587 6.25987 34.1093 15.792 13.2892 18.3173 13.3659 4.95141 12.1859 8.66793 3.51798 6.76877 5.33578 5.16091 3.30975 2.61286 2.24416 1.39834 249.517 170.625 78.8923 22.3749 7.36782 56.5174
internal_count=2900 2306 408 346 1898 594 173 155 421 251 197 170 118 52 191 117 74 83 68 113 341 287 286 182 1867 1164 703 269 91 434
is_linear=0
shrinkage=0.0490223


Tree=578
num_leaves=31
num_cat=0
split_feature=1 2 1 2 1 0 2 1 2 0 1 0 0 2 1 1 2 0 1 0 2 0 0 1 2 1 1 1 0 2
split_gain=0.194331 0.557045 0.463006 0.450524 0.41532 0.198893 1.09306 0.352092 0.900512 0.653944 0.277998 0.428915 0.705622 1.13306 0.335947 0.412927 1.73389 1.06077 0.310479 0.278598 1.58134 0.24225 0.373196 1.75139 0.873529 0.475242 0.592841 0.685683 0.883416 1.57974
threshold=0.50525433370000017 48.988717865950008 0.59210802070000013 48.315732392000008 0.50663153795000015 0.39672464895000009 49.110028829250005 0.31123319660000009 48.680511450650009 0.37331217625000007 0.31100865245000009 0.42646926740000007 0.41155953415000007 35.818873074050011 0.32272985840000007 0.34193587020000005 35.131296350900008 0.4588185982500001 0.34392682850000006 0.47305469895000007 42.131954243650007 0.47470135625000004 0.47670728420000003 0.3447651268000001 43.245737185650007 0.3447651268000001 0.34491482290000003 0.34500464060000008 0.47778509625000004 42.448133449100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 8 9 -1 -7 12 -12 -14 -13 16 -16 -18 -17 20 -20 -21 23 -23 -25 -24 -27 -28 29 -29
right_child=1 -3 -4 -5 -6 10 -8 -9 -10 -11 11 14 13 -15 15 18 17 -19 19 21 -22 22 25 24 -26 26 27 28 -30 -31
leaf_value=0.011256499320432786 0.040234674092632969 -0.048803885173060585 -0.059927091760360013 0.02603838837712626 -0.047216304374505434 0.017222394559796194 -0.058242818538518003 -0.020411480823262291 0.026899956839111751 -0.05252814660179117 0.0098324903351055225 0.014638668517300049 0.0040215772951681045 -0.064134803016417247 0.032453603655745518 0.011972864634500632 -0.0093301832821153195 -0.061627954711114021 -0.054241490452345761 0.013197884265927275 0.011040020836174426 0.011978703538736526 -0.010267987883432118 -0.056306155873639671 -0.0024889343290291155 0.014494955528299571 -0.020603963408036198 0.024889292046526242 0.00079260007569286481 -0.008545533642483033
leaf_weight=0.67641994170844488 0.15833591562113669 0.650423262733966 0.23734473043805326 1.1266954764723776 0.43228280502080452 2.2542452577035865 0.78581920638680447 1.2564817498787304 2.1293542385101318 0.69585809152340516 1.4383635793346905 3.8777317292988291 0.97925420853425782 1.1110801674076354 1.3284971341490734 5.5749156698584548 2.1397769846953456 1.3496889593079684 1.225401176605373 3.5022872146219006 2.2379269171506166 3.4258601367473593 7.4433230124413958 1.8143962870817634 0.99741363432258356 7.3584806621074668 3.0430057318881145 8.5391174480319005 229.37298012230167 4.6619764361530533
leaf_count=11 8 61 54 6 200 26 10 28 6 91 18 23 17 47 13 23 24 32 51 17 27 13 36 47 12 32 20 30 1882 35
internal_value=0.000789435 -0.0117729 0.00054933 0.00890759 -0.023772 0.000898807 -0.00776948 0.000566373 0.0080938 -0.0210876 0.00106244 0.000937441 -0.0150702 -0.0322057 0.00113365 0.000949259 -0.0124593 -0.0295584 0.00118064 0.000960758 -0.012058 0.00112765 0.000969122 -0.0101972 -0.0372159 0.00123658 0.00157508 0.00118801 0.00146139 0.0130818
internal_weight=301.825 2.60508 1.95466 1.71731 0.590619 299.22 5.54393 4.75811 3.50163 1.37228 293.676 291.421 3.5287 2.09033 287.893 284.015 4.81796 3.48947 279.197 273.622 3.46333 270.159 266.657 6.23767 2.81181 260.419 252.976 245.617 242.574 13.2011
internal_count=2900 329 268 214 208 2571 146 136 108 102 2425 2399 82 64 2317 2294 69 56 2225 2202 78 2124 2107 72 59 2035 1999 1967 1947 65
is_linear=0
shrinkage=0.0461948


Tree=579
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 0 1 0 0 1 1 2 2 1 1 2 2 0 2 0 0 2 0 2 1 1 1 1
split_gain=1.1323 1.32025 1.25984 2.21582 2.6527 2.10145 1.34992 2.12716 2.03508 1.29365 2.5479 1.35363 2.83545 2.35389 2.05059 1.98896 1.92226 2.10286 1.92161 1.07069 1.06627 2.63423 2.33333 1.36979 1.08672 0.991733 0.975745 1.91781 1.6922 2.03202
threshold=0.52324780695000006 0.38042274180000007 0.39078171310000004 40.305698932850007 42.718072821900002 0.39024280710000009 0.38906020780000011 0.51929582950000019 0.38185982460000006 0.48543456785000005 0.48368312325000012 0.37138109635000011 0.37982395740000008 39.852039223600009 43.812290675100009 0.36927038110000004 0.36000419150000007 41.468518788800004 38.441102963850007 0.48181192180000004 38.238138001450004 0.52877159370000015 0.52937037810000021 37.962710038050005 0.53781323915000012 38.386256906100009 0.39971857130000005 0.38991347565000006 0.40367054880000008 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 8 9 10 19 15 13 -13 -15 16 17 -11 -18 -1 21 -3 -23 24 -24 -22 27 -27 -28 -30
right_child=1 20 3 4 -6 -7 -8 -9 -10 11 -12 12 -14 14 -16 -17 18 -19 -20 -21 25 22 23 -25 -26 26 28 -29 29 -31
leaf_value=8.6307173307446396e-05 -0.001754401335624762 -0.0024187044555695858 -0.0027760311125765449 0.0017937099561303146 -0.0020957979021154908 0.0014997760863546931 -0.00093022053827133489 0.0012850170621578315 -0.0013305479630940868 0.00140660334350263 -0.001299929824445877 0.00031481411458510807 0.0010743731862033947 -0.0027854416441728054 -6.576347578878756e-05 0.0015326144939451945 0.00025591349067820513 0.00032512318534257416 -0.0013861553161073365 0.00066655886400753808 0.0011886562392283422 0.0018726109819417133 -0.0022770397161267445 -0.0024051475924598931 -8.4805139618065426e-05 0.0007949912643571399 0.0010752707321076459 -0.00067466031093833757 -0.0011821131140084705 0.00011615430648356169
leaf_weight=106.84713242901489 1.5934992199763645 2.174381852149966 1.4327645613811899 1.5684955865144732 1.1040991082554681 4.6940313484519711 3.839942190796136 6.7023201631382099 3.2265467122197142 10.178910784423353 4.6513774748891583 3.7047991603612882 4.6278461813926688 2.7373452447354794 1.6372300367802379 6.9348674714565268 10.093952409923075 19.132099654525518 3.5632103215903035 13.203552126884459 2.85062299913261 1.8405003547668446 0.90132636018097301 1.1886994760716323 11.461066713192848 4.1931576114147928 6.3775069005787364 15.087593254633246 4.6845129039138547 90.977887762477621
leaf_count=833 19 40 24 9 54 14 19 32 18 50 24 17 15 32 19 31 40 76 25 47 15 5 16 26 308 21 27 160 62 822
internal_value=0.000117326 -1.43812e-05 0.000207271 -0.000847171 0.000186881 0.000228308 0.000198627 0.000220604 0.000183162 0.000209237 9.60381e-05 0.000434696 -0.000125443 -0.000812694 -0.00176757 0.000577329 0.00042315 0.000700692 -0.000172509 0.000150125 5.18123e-06 -0.000438117 -0.000158318 -0.000434158 -0.000244638 6.78928e-05 4.15586e-05 -0.000355042 0.000116498 5.25792e-05
internal_weight=353.211 143.331 209.881 4.10536 2.67259 205.775 201.081 197.241 190.539 187.312 124.702 62.6103 12.7072 8.07937 4.37458 49.903 42.9682 29.311 13.6572 120.051 141.737 17.566 15.3916 13.5511 12.3624 124.171 121.321 19.2808 102.04 95.6624
internal_count=2900 1521 1379 87 63 1292 1278 1259 1227 1209 904 305 83 68 51 222 191 126 65 880 1502 395 355 350 324 1107 1092 181 911 884
is_linear=0
shrinkage=0.00192234


Tree=580
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 0 1 0 1 0 2 2 2 2 2 1 2 0 0 1 0 2 1 0 1 0 1 1 1
split_gain=0.297005 0.420064 0.566292 0.341522 0.392666 0.33738 0.28992 0.234938 1.09387 0.675593 0.656505 0.962444 1.38149 1.67409 0.304687 0.349127 0.234882 1.285 0.949724 1.14888 0.92487 1.05671 1.17331 0.973311 0.904262 2.78525 1.33814 0.727785 0.726005 2.58928
threshold=32.785955158400007 34.542090938800008 33.96174662340001 0.38185982460000006 0.53136133645000017 0.51700547890000015 0.4447920721000001 0.34307356065000005 0.4622167001000001 0.34392682850000006 0.45612406815000006 39.468990633150007 41.902916368500009 44.921040431000009 48.919835655300012 48.680511450650009 0.38906020780000011 37.064694648750013 0.52877159370000015 0.53029849405000007 0.38733870245000007 0.51700547890000015 37.360990606650006 0.38398550940000004 0.52215502530000013 0.39024280710000009 0.51243974730000008 0.45601928085000004 0.34632196640000007 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=3 2 5 6 -5 -2 -1 8 10 -9 11 -3 -13 -14 15 -15 20 18 -18 -20 21 28 -23 -24 25 -19 -27 -21 29 -11
right_child=1 7 -4 4 -6 -7 -8 9 -10 16 -12 12 13 14 -16 -17 17 24 19 27 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.004752404886298015 -0.015199232400445363 -0.032796199120087619 0.029163053117706055 0.023189871963759691 -0.051181006551186278 0.014823487969812104 -0.062390906614530645 0.023959495170219069 -0.029268709602686689 0.001812888802721051 0.032481628068474086 0.027486284829800787 -0.053692590691394634 -0.0033030046641623128 -0.0078063515295076127 0.024212350528721453 -0.064620587965008483 -0.081396370697254833 0.042221406877232179 -0.040384078943228818 0.021728314646915336 0.016378185106110086 -0.013419349426613381 -0.059322920944997672 0.00098091668310608371 -0.05087432826829482 0.022822605684421206 0.02149403763360485 0.0064281575599529229 -0.029634449095593322
leaf_weight=0.32414559135213383 1.6901222664164373 2.0590711543336573 2.8239105948960059 0.59669484198093414 0.22613092886967934 1.7700554405528235 0.53309069262468256 2.9303007572889319 3.3902388566639265 76.579885938554071 1.3735410589724768 3.7082754718139759 1.4989854112500314 2.1283183125779015 4.1702827289700508 2.1323776990175247 1.1114704138599325 1.2641512304544438 0.68391933292150531 2.1217222163686533 5.3078555315732947 1.6672300845384587 2.8231415553018451 1.7151737464591859 111.15874778600846 0.76736090664053369 2.2027248733211309 0.55361237650504325 55.485177483933512 6.5663983840495339
leaf_count=39 16 31 36 7 103 32 19 12 40 434 9 32 111 33 25 7 29 10 3 56 21 7 40 15 1223 52 19 49 353 37
internal_value=0.000784668 0.000897638 0.0131926 -0.0193664 0.00275109 0.000158904 -0.0405961 0.000634301 -0.00433286 0.00100667 0.000619347 -0.00216866 0.00245542 -0.00689218 0.0014287 0.0104678 0.000757571 -0.000828935 -0.0261104 -0.0133686 0.00202411 0.00130201 -0.0181012 -0.0307678 0.000150556 -0.0216484 0.00378203 -0.0275795 0.00217055 -0.000670635
internal_weight=301.364 299.684 6.28409 1.68006 0.822826 3.46018 0.857236 293.4 20.4611 272.939 17.0709 15.6973 13.6382 9.92996 8.43098 4.2607 270.009 119.864 4.47072 3.35925 150.145 144.837 6.20555 4.53832 115.393 4.23424 2.97009 2.67533 138.631 83.1463
internal_count=2900 2732 84 168 110 48 58 2648 288 2360 248 239 208 176 65 40 2348 1441 137 108 907 886 62 55 1304 81 71 105 824 471
is_linear=0
shrinkage=0.0480611


Tree=581
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 0 0 1 0 0 1 1 0 2 1 1 1 0 2 2 0 2 1 0 0 2 0 1 2 0
split_gain=0.843322 2.05823 1.80837 3.54778 1.65081 1.36637 2.17302 1.07686 1.0071 0.922871 0.984506 0.891962 4.97494 2.23044 1.75902 1.7304 2.54489 2.80517 2.03585 1.96051 1.80494 1.45773 1.5813 1.42951 1.31601 1.30768 1.10694 0.907289 2.036 2.38454
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.823855932350007 49.842240509300005 0.55411514625000013 0.56055207925000017 0.41753240920000007 0.55980359870000018 0.56276758185000009 0.43672345135000007 0.41985269900000005 0.54017843775000018 41.134354310300004 0.42440346100000009 0.39584144190000009 0.3982365797500001 0.54095685760000012 37.360990606650006 40.305698932850007 0.53484925600000011 41.621607100200002 0.39167988980000007 0.53839705400000015 0.52682554415000016 43.968221017800005 0.52746923745000018 0.34569324270000007 42.988308018450006 0.48015029490000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 7 -4 -3 -7 -2 -9 -8 -11 15 14 -14 -13 21 18 19 -17 23 25 24 27 -18 -1 -21 -24 28 29 -23
right_child=1 5 4 -5 -6 6 9 8 -10 10 -12 12 13 -15 -16 16 17 -19 -20 20 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028361162085271632 0.00060512682151423716 -0.0016365672921087317 -0.0023359825682537309 0.0017180031118192998 0.00014181064256744576 0.0010160862684738734 -0.0010490301379606822 -0.0022557264150009967 -0.00015141394968282192 0.0013666577392023541 -1.2617427315178618e-05 0.0010224926043111736 0.00032700281215156742 0.001590773503956402 -0.0024746181724684198 0.00032787114484765235 -0.0016609299778051622 -0.0011709311098315385 -0.0022581207668655287 -0.0011002507914725816 0.0016005046292242508 -0.00022548049066927655 4.1530760791037652e-06 0.00027990122847209046 0.0011541453533738732 0.0006652665760120231 -0.0023684150316205586 0.00023594952104844251 0.00023935687713085428 -0.0017672990143949548
leaf_weight=115.0541194199759 1.0187135350424776 1.6016281247138966 3.5251113492995501 2.3591470271348953 1.3099504238925872 8.3842469882220012 2.9173265751451245 2.524336486589164 1.1879753505345432 1.9154893532395352 45.511605150139076 0.64954521600157322 11.859922934323551 8.5265598781406862 2.3928634340409189 1.5350805521011377 2.4795238225488054 5.8230998944491139 3.6580416541546583 2.1255515553057176 5.1750107631087303 16.167600861052055 1.2151288874447339 2.9536249414086342 6.517427831888198 4.9843393135815859 1.6426969608291981 50.68672490073368 24.212889000889845 4.5699069872498503
leaf_count=666 14 11 56 6 21 36 16 46 24 9 802 4 47 26 81 15 35 44 62 17 16 161 22 14 25 43 26 308 220 27
internal_value=0.000120486 -6.05115e-05 -0.000775955 -0.000169899 -0.00166468 8.09073e-05 0.000127746 -0.00111131 -0.00158233 -2.01966e-05 4.30889e-05 0.000168527 0.000520075 0.00085557 -0.001728 0.000135423 -0.000299542 -3.61128e-05 -0.0014937 0.000336849 0.000753763 0.000192216 2.18043e-05 -0.000605835 0.000330281 0.000137453 -0.00135961 6.30839e-05 -0.000131842 -0.00056525
internal_weight=344.485 72.2555 11.9252 7.09017 4.83506 60.3303 58.7287 4.73103 3.71231 50.3444 47.4271 272.23 23.4289 20.3865 3.04241 248.801 28.7343 23.5412 5.19312 17.7181 12.2849 220.066 98.4949 5.43315 121.572 7.10989 2.85783 95.6371 44.9504 20.7375
internal_count=2900 1041 167 90 77 874 863 84 70 827 811 1859 158 73 85 1701 246 169 77 125 76 1455 764 49 691 60 48 716 408 188
is_linear=0
shrinkage=0.00188464


Tree=582
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 1 0 0 0 2 2 1 0 0 2 2 0 1 1 2 2 0 1 0 0 0 1 1 0
split_gain=0.838428 3.24906 2.56679 3.96446 2.2365 1.48291 3.26005 1.83746 2.25053 1.32589 1.28286 2.19227 1.51927 1.21272 1.20266 0.934679 2.41427 2.5904 1.3403 1.04952 2.19193 5.27135 1.8468 1.55969 1.03733 2.03247 1.31253 0.868252 3.25001 0.797917
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.082598263550004 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.49588335680000006 42.541806567400009 43.124157941850008 0.36000419150000007 0.48181192180000004 0.51589772760000019 42.178283198950005 42.686561923500008 0.47760546090000006 0.34479506600000004 0.34515433670000012 40.259171735100004 39.56957118270001 0.47976108500000009 0.3459626957000001 0.47943175355000006 0.47760546090000006 0.47715637260000004 0.3453938505000001 0.34569324270000007 0.51929582950000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 -5 7 -7 8 13 -2 12 -12 -9 15 -4 19 17 18 -17 22 21 23 24 -21 25 26 -1 -22 -29 -16
right_child=2 -3 14 4 -6 6 -8 10 -10 -11 11 -13 -14 -15 29 16 -18 -19 -20 20 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=9.9079827041922405e-05 -0.00090835956840487164 0.0014663971931025116 0.00093091140552297369 -0.0029366414866893722 -0.00029596575350553762 0.00062206383931182356 -0.0022903985710178727 0.0011041629806487526 -0.0012563301351824056 0.0011708093512637645 -0.0010070895826596214 0.00071352914530033098 7.2300050486418671e-05 0.00068683839956976893 -0.00090338840805140048 0.00084188859343579633 6.9300325155655836e-05 -0.0024983405537802282 -0.0011263526279490122 0.0015565713451542815 0.0013256558240037674 -0.0030558047673964876 -0.0014993228229397565 -0.00066739224175353423 0.0012935397883665021 -0.00099196447621871867 0.0014370301147477837 -0.0006995494525680857 0.0012506330148278418 7.6059504364835878e-05
leaf_weight=20.75766999647022 1.8551052138209323 7.3944719955325118 6.0341721586883059 3.5371896577998996 1.7824838513042776 2.9071559235453597 2.7768067307770252 18.474747192114595 4.450922153890132 2.9133894508704543 4.5085735842585546 6.9618596509099007 7.3789188116788855 13.138638846576212 3.1384485382586709 2.2796941818669421 35.549703811411746 3.0318298973143101 2.9111527856439352 2.8412420102977221 7.5651280372403589 2.0191082325764 2.8047164827585211 1.9755821365979498 2.5905087143182746 5.8342264257371417 3.1162545382976523 5.0863270908594123 8.3289006687700731 148.87079825204273
leaf_count=203 30 34 27 39 29 11 33 78 23 23 24 31 31 47 27 23 311 39 29 11 28 19 14 39 8 33 9 28 35 1584
internal_value=0.000126141 0.000219409 2.92389e-05 -0.000910878 -0.00205182 0.00016429 -0.000800772 0.000198233 8.59014e-05 0.000361943 0.000572273 3.7222e-05 0.000809658 0.000135757 8.92481e-05 6.78933e-05 -0.000147825 -0.00108654 -0.000261949 0.000217966 0.000496872 -0.000448497 -3.04178e-06 0.00064443 0.000126891 2.51605e-05 0.000273722 0.000804897 0.00051123 5.58374e-05
internal_weight=342.816 174.684 168.132 10.0882 5.31967 167.29 5.68396 161.606 124.282 4.76849 37.3241 11.4704 25.8537 119.831 158.043 106.692 43.7724 8.22268 5.19085 62.9197 27.8163 6.83593 35.1034 4.81682 32.2987 29.7082 23.8739 20.9804 13.4152 152.009
internal_count=2900 1141 1759 121 68 1107 44 1063 899 53 164 55 109 876 1638 829 402 91 52 427 160 69 267 50 253 245 212 91 63 1611
is_linear=0
shrinkage=0.00192234


Tree=583
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 0 1 0 1 0 1 0 0 2 1 0 0 0 2 2 2 2 1 1 2 1 2 0
split_gain=0.26281 0.354913 0.481968 0.298191 0.36505 0.63824 0.335948 0.271001 0.199044 0.888558 1.00081 1.67687 0.577243 0.503369 0.49644 0.476569 2.30902 0.710341 0.213653 1.31108 1.34257 1.79038 1.81111 1.57342 1.29388 1.52156 1.0414 1.0081 0.866204 3.64208
threshold=32.785955158400007 34.542090938800008 33.96174662340001 0.38185982460000006 0.51700547890000015 0.53136133645000017 0.33263974130000007 0.51700547890000015 0.34307356065000005 0.46768060835000008 0.33672644530000007 0.4447920721000001 0.34392682850000006 0.42646926740000007 0.41155953415000007 48.461603274950008 0.31123319660000009 0.37331217625000007 0.50579323975000012 0.50356276755000018 38.592454371550012 40.12915366295001 39.646013290900008 40.621691032550004 0.37668033890000002 0.36998892250000009 37.020641110850008 0.3453339720000001 38.703421923500009 0.51929582950000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 -5 -6 -1 -2 9 10 11 13 -10 14 15 16 17 -3 19 20 26 22 27 -23 25 -20 -14 -22 29 -26
right_child=1 8 -4 4 5 -7 -8 -9 12 -11 -12 -13 18 -15 -16 -17 -18 -19 24 -21 21 23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0045002344054805056 -0.011973403361232648 0.012159999446398008 0.024651952733064288 -0.059933815618554286 0.045902622283648879 -0.046153218889800306 -0.054462987706217235 0.012289676415367609 0.020369167920044801 -0.025902262296778122 0.034699376586947134 -0.051001881571338788 0.0030733613604882106 0.013230024869856085 -0.02498633707546594 -0.0070681311138756035 0.058672751019031383 -0.048416783065481347 0.00087987907733172335 0.022500545002072107 0.012769940222241311 0.01814894698967371 -0.037044206627779339 -0.00041856395522416219 -0.079104978617248745 -0.036541614437999359 0.027357303483259182 -0.019349500947557687 0.0021239084618850453 -0.0029544288436047757
leaf_weight=0.27319239015923702 1.7211692625423887 0.65877620689571281 2.7659299019069294 0.14614221500232816 0.44197854399681091 0.21077177390907309 0.55525319228763692 1.7686681776031035 2.8584774956107131 2.8919980479404321 1.4562521264888335 1.269136938266455 7.4483697706018557 4.5229013189673415 1.797286186367274 5.5658557675778866 1.2517972416244445 0.82764533924637362 4.2631167005747539 5.6478723520413032 3.8310612086206657 9.6030591914895904 4.8134611397981644 86.96899983502226 1.2623739549890185 3.9820113778114319 6.0761171116027981 3.5837140162475407 112.14630104189564 20.791573291979148
leaf_count=32 16 11 36 3 4 103 26 32 12 28 12 31 44 27 40 30 5 104 37 35 17 52 34 543 13 46 35 24 1156 312
internal_value=0.000725578 0.000820285 0.01108 -0.0167206 0.00225477 0.016178 -0.035019 0.000323255 0.00060162 -0.0035635 0.000160127 -0.00300457 0.000910132 0.00116078 -0.00424325 0.000246263 0.0151139 -0.0215694 0.000704438 0.00199535 0.0010486 -0.000559265 -0.0162519 0.00142778 -0.000455311 -0.017193 0.0139834 -0.00275405 0.000573033 -0.00731331
internal_weight=301.401 299.774 6.25577 1.62734 0.798893 0.65275 0.828446 3.48984 293.518 20.2416 17.3497 15.8934 273.277 14.6243 10.1014 8.30407 2.73822 1.48642 270.418 127.973 122.325 108.8 12.2282 96.5721 142.445 8.24513 13.5245 7.41478 134.2 22.0539
internal_count=2900 2732 84 168 110 107 58 48 2648 288 260 248 2360 217 190 150 120 115 2348 784 749 670 75 595 1564 83 79 41 1481 325
is_linear=0
shrinkage=0.0435304


Tree=584
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 1 0 2 1 2 1 2 1 2 1 0 2 2 0 0 0 2 2 1 1 2 0 0
split_gain=1.03058 1.88194 1.60553 3.46737 1.69818 1.15567 1.5156 1.14112 1.57066 1.84451 1.71124 4.0434 1.68933 1.31504 2.23246 1.5017 1.33794 1.69901 1.28301 1.20679 1.18214 0.914837 3.13474 0.882698 0.855105 2.87583 2.2442 2.06938 3.04933 3.11876
threshold=0.54910032635000017 0.4355408521000001 41.169697216150006 40.878805547300004 49.842240509300005 0.43672345135000007 36.735256530150004 0.44286099220000008 0.57161462230000015 40.580626202750004 0.45206730335000006 39.468990633150007 0.46128858420000007 40.878805547300004 0.44922307715000004 41.792045663550006 0.48627286610000009 0.61532588845000014 37.272044000450002 41.24714903835001 0.68186581240000022 0.55154037305000014 0.56639022785000004 47.480720532750006 44.157169339850007 0.41865513010000005 0.41367024935000007 47.833738492450003 0.48140774230000011 0.47760546090000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 21 -4 -3 -7 19 10 18 -9 -12 -13 -11 -15 -16 23 -18 -10 -8 -19 -2 -23 -17 -1 26 27 28 29 -26
right_child=1 5 4 -5 -6 6 7 8 9 13 11 12 -14 14 15 16 17 20 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00022654214054592094 0.00055770203095373088 0.0010477371288196259 -0.0023843658231950406 0.0021579701923612332 0.00024142789155569652 -0.0021433038930192515 9.6467178341744594e-05 0.001227962459189693 0.00051686341157048982 0.0016558658601269806 0.0010880855433127506 -0.002677149735370745 -0.00024614593218202062 -0.0025120879616634777 -0.002440225119919418 0.0001453022316097081 -0.002156011015010588 0.00031328688906966432 -0.0022556579395155204 -0.0014258277658753926 -0.0020964947978874167 -0.0024875006991971964 0.001255102945817462 0.0012221899931408209 -0.00092487654063009585 -0.0023852762422771167 0.0019190735692850248 0.0003754138912156648 -0.0020464413185607416 0.001717077055837276
leaf_weight=242.90544124774169 1.1528666825033704 4.2752071339637032 3.4699350157752633 1.7965431064367292 1.3023516484536228 1.2514573390508292 4.1063260454684478 8.7286650761961955 0.87356306076981427 1.800715298741127 6.1013047024607641 2.051556333899498 2.3670243974775076 1.3694099471904362 0.8800823418423559 6.8840832188725489 1.7114271273603643 6.3495282173389569 2.4177983050176408 3.9071581102907658 0.8926980040851048 2.999407370807603 1.206537968944758 5.0901890881359577 4.7751420263666748 2.015736704459413 2.2466133926063767 14.399081017123533 4.308055988047272 2.6831378266215324
leaf_count=1537 9 18 56 4 21 174 20 29 19 23 24 25 17 27 47 45 69 89 123 27 72 62 15 26 71 63 10 85 86 7
internal_value=0.000132454 -7.45405e-05 -0.000786914 -0.000199411 -0.00166779 6.46207e-05 -9.39841e-06 3.86912e-05 0.000154118 -0.00014004 0.000586135 5.35923e-05 -0.00137487 4.17705e-05 -8.36329e-05 6.88593e-05 0.000174374 -0.000398962 -0.0015198 -0.000645763 1.62501e-05 -0.000989724 -0.00141388 0.000603081 0.000187726 -0.000122142 3.84198e-05 -0.000123057 -0.000733061 2.55739e-05
internal_weight=346.319 72.9858 11.9276 7.15536 4.77229 61.0582 56.783 55.5315 47.518 28.2695 19.2486 10.5199 4.41858 24.9781 23.1774 21.808 20.9279 8.95365 3.29136 8.01348 7.24223 5.35881 4.20595 11.9743 273.333 30.4278 28.412 26.1654 11.7663 7.45828
internal_count=2900 1041 167 90 77 874 856 682 635 540 95 66 42 398 375 348 301 230 142 47 161 86 77 71 1859 322 259 249 164 78
is_linear=0
shrinkage=0.00196078


Tree=585
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 1 0 0 0 2 1 0 1 1 1 0 2 1 2 2 2 2 2 0 2 2 0 1 1
split_gain=0.233306 0.336265 0.483623 2.36141 2.01064 1.73008 0.989661 0.534808 0.525407 0.750362 0.321286 1.13952 1.75344 1.01644 0.275881 0.523632 0.323444 0.260221 1.36131 0.69717 1.09706 0.491232 0.288055 0.620506 2.57034 0.635618 1.12558 1.10924 1.24727 1.29564
threshold=32.785955158400007 35.818873074050011 0.49850303880000008 0.36597706655000006 0.51243974730000008 0.34392682850000006 0.38733870245000007 0.54475913895000005 0.56793209785000009 0.56859076075000015 37.020641110850008 0.36501901140000009 0.52975958800000011 0.43967246490000006 0.31728091975000011 0.38185982460000006 0.53136133645000017 37.858673296900008 0.37668033890000002 37.511241581900002 37.272044000450002 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 39.420767558750008 39.268993001500007 0.51589772760000019 0.39078171310000004 0.42274183410000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 5 -4 -5 -2 -6 -8 -9 -10 11 -3 -13 -14 -1 -16 -17 18 -12 20 -20 -19 -23 24 -24 26 27 -25 -29 -30
right_child=1 10 3 4 6 -7 7 8 9 -11 17 12 13 -15 15 16 -18 21 19 -21 -22 22 23 25 -26 -27 -28 28 29 -31
leaf_value=0.03951900651226059 0.023461651320745101 -0.040398572801550819 0.052328120408878298 -0.04466115474697515 0.051988427136504228 -0.031654770958028669 0.014188034583516191 -0.05570773923825157 0.053333069560338051 -0.047670076342145644 0.027266373817347436 0.01131780611148857 -0.06161711761511398 0.0089856928449133233 -0.054999133606442617 0.020698323210568616 -0.04874519724393736 -0.020462061798417606 0.0047560835654703367 0.009906216465592959 -0.04789666496453493 0.011831386211440273 -0.039332773409909372 -0.015319739454932976 0.016888066079449697 0.00015944544988611453 0.027828428728186243 0.034194016542558089 -0.029316007640628975 0.013001852679115553
leaf_weight=0.16317427018657227 2.4383456110954276 1.8460504621034477 2.5020774900913221 1.6431019287556408 1.1412215530872343 2.4229755108244717 2.8055596585618336 0.55295486235991098 0.33485445380210876 0.29544742128928192 4.5089778378605825 6.4575672463979554 1.3254400872974654 0.64781102850974992 0.62884715865948215 0.54271362954750657 0.19439381005940959 2.3636965622499693 1.7757927209313495 3.1523607112612808 1.6101118285150731 4.8617577013792461 3.7206219355575731 5.0315251499414471 3.2521787449804833 228.81865056735114 4.9494344443082801 3.3797450065612775 2.2073109373450279 5.1370617387001403
leaf_count=4 17 23 9 11 4 29 22 13 1 62 33 42 33 34 54 7 103 24 24 44 19 48 34 31 26 2048 24 10 17 50
internal_value=0.000746432 0.000838421 0.00779269 0.0139784 -0.000188419 -0.00400943 0.0140558 0.00320304 -0.0228429 0.0059889 0.000493532 -0.00752574 -0.000327759 -0.0384385 -0.0172517 -0.0240334 0.00238432 0.000793467 0.00773933 -0.00572708 -0.0202821 0.000502507 0.000692108 0.000480969 -0.0131109 0.000860785 0.00861152 0.00257477 0.0109705 0.000283452
internal_weight=300.712 299.183 14.1365 9.27522 6.77314 4.86132 5.13004 3.98882 1.18326 0.630302 285.046 10.2769 8.43082 1.97325 1.52913 1.36595 0.737107 274.769 11.0472 6.53827 3.3859 263.722 261.358 256.497 6.9728 249.524 20.7051 15.7556 10.7241 7.34437
internal_count=2900 2732 168 122 113 46 102 98 76 63 2564 132 109 67 168 164 110 2432 120 87 43 2312 2288 2240 60 2180 132 108 77 67
is_linear=0
shrinkage=0.0461948


Tree=586
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 1 1 1 0 1 1 1 2 1 1 1 2 1 0 0 1 0 0 0 1 1 2 2 2
split_gain=0.233433 1.29273 0.753257 1.86513 0.678467 0.639382 1.57527 1.68183 0.567648 1.88774 1.04223 0.764968 0.708631 2.43194 0.748081 1.62114 0.775645 0.754728 0.676863 0.791738 1.29912 1.70125 0.66181 0.630692 0.547173 0.681414 0.566136 0.535482 1.89645 1.83989
threshold=0.54910032635000017 0.55411514625000013 0.42970270350000012 0.55754318735000019 0.42440346100000009 0.54317236010000014 0.41985269900000005 0.42194844465000009 0.41865513010000005 0.54017843775000018 0.4211999641000001 0.41753240920000007 0.40621538280000008 43.968221017800005 0.39971857130000005 0.39584144190000009 0.39745815990000005 40.580626202750004 0.39458399450000009 0.52366695610000014 0.52772372085000019 0.38991347565000006 0.53839705400000015 0.52215502530000013 0.55980359870000018 0.4323972336000001 0.43625939340000008 41.986601436450009 42.654057868200006 44.710446918150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 8 -7 -8 11 10 -10 12 14 -14 15 18 -17 -18 19 23 21 -21 -16 -1 -4 -26 -27 -28 -29 -30
right_child=1 2 24 -5 -6 6 7 -9 9 -11 -12 -13 13 -15 22 16 17 -19 -20 20 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.0010853354484007701 -0.0074604934680937889 0.011278754232820805 0.012563311800786875 -0.048518524690420395 -0.039797818540111746 -0.0099462581161321607 0.034703482107748644 0.0031807804454357194 0.0043523709570124011 0.0031222228189294204 -0.053078775499304551 0.020126939268955417 -0.055217098173934449 0.011796269021942753 0.002701050363499399 -0.039522272340273189 0.010235466881194115 -0.023212018141283697 0.019719664654454724 0.002140783244880365 0.0019288038850183106 -0.051443693478706226 0.029779321463313101 0.01336995847050315 0.027769795681901407 -0.024813712234585734 -0.0054550105893000937 0.023428479073365701 -0.028524907415947914 0.0039578516466022553
leaf_weight=174.06145632697735 2.2467716113897032 1.7696669397409999 6.3207277148030689 1.7412370605161411 2.1235197904752567 5.1429169001057771 5.1766342222690565 6.3305137492716312 0.72254744917154168 6.0820952150970697 2.0127612440264784 3.4663605168461791 1.6000234621460543 2.1165817298460752 3.3026875071227542 2.1365891452878705 1.9014651468023656 2.8165737316012383 3.2924909321591249 1.7626380058936755 5.9555589186493307 2.2950387123273686 2.8116106018424034 7.3280405802652231 1.4075729597825546 1.6476712502189901 18.795939750634716 6.1343666043248986 3.7545380492956637 13.42660446371883
leaf_count=1282 34 26 47 55 23 43 18 28 5 28 84 15 22 29 32 42 24 31 15 18 44 53 11 35 10 19 481 55 81 210
internal_value=0.000602852 -0.00170046 5.80598e-06 -0.0183778 -0.0231732 0.00117188 0.00892672 0.0173617 0.000594589 -0.00960605 -0.037908 0.00101323 0.000699787 -0.0170534 0.00101752 0.000588708 -0.0190176 -0.009732 0.00127899 0.000961773 -0.0102669 -0.0281668 0.0151528 0.00158163 0.00125937 -0.000322524 -0.00122615 -0.000303255 0.00384986 -0.0031405
internal_weight=299.683 59.3686 54.9983 3.5109 4.37029 240.315 16.6501 11.5071 223.665 8.8174 2.73531 214.847 211.381 3.71661 207.664 201.55 6.85463 4.71804 194.695 191.403 10.0132 4.05768 6.1143 181.389 51.4874 45.1667 43.7591 42.1114 23.3155 17.1811
internal_count=2900 1041 984 81 57 1859 89 46 1770 117 89 1653 1638 51 1587 1544 97 55 1447 1432 115 71 43 1317 903 856 846 827 346 291
is_linear=0
shrinkage=0.0410197


Tree=587
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 0 2 0 2 1 1 1 1 0 0 0 0 1 1 2 2 1 2 1 0 1 1 1 2
split_gain=0.20194 0.330852 0.856509 0.689981 0.511053 1.92139 0.844831 1.15177 1.08514 0.450466 0.401523 0.632047 0.300325 0.480106 0.341715 0.529592 0.257219 1.69063 0.42956 1.66395 0.577268 0.400719 1.74034 1.42789 0.847296 1.25233 1.02884 0.822518 0.947083 0.819157
threshold=32.785955158400007 36.514114975300011 37.020641110850008 36.372781240150012 0.38780276035000005 34.997818021800008 0.50749977545000013 35.461062230100005 0.49678153350000009 33.384956903900012 0.38733870245000007 0.39024280710000009 0.31308942845000004 0.38185982460000006 0.51700547890000015 0.53136133645000017 0.42646926740000007 0.41155953415000007 0.32600820335000008 0.34193587020000005 37.858673296900008 39.468990633150007 0.3459626957000001 39.788107623550012 0.44705248345000009 0.57161462230000015 0.49091344570000006 0.34524415440000006 0.39024280710000009 38.994321257850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 10 4 6 9 7 8 -2 -6 -3 -12 -1 -14 -15 -16 17 -4 -18 20 -20 22 -21 27 29 -26 -27 -23 -29 -24
right_child=1 2 16 -5 5 -7 -8 -9 -10 -11 11 -13 13 14 15 -17 18 -19 19 21 -22 23 24 -25 25 26 -28 28 -30 -31
leaf_value=0.044021938227411198 -0.010278434362929583 -0.027713536303237946 3.5206260664887239e-05 0.030827553295465979 0.027626187266670283 -0.049724673850580103 0.026457847334404573 -0.022411708415690849 0.023781536818341963 -0.0042857403586775353 0.024337096384519967 -0.021863776510438075 -0.048990549412826434 -0.056446006281985338 0.043818461698803074 -0.043978825832591037 0.013796683052387883 -0.056946519932615854 -0.0039028494094893911 0.021778465277108094 -0.05142491706724979 0.0029321941905336634 0.001386423356357566 0.00092728434952075479 0.021609531868903461 -0.046500414092905333 0.024686018083832518 -0.038864002964381854 -0.0089404706550555955 -0.014743104749975065
leaf_weight=0.13606484234332938 2.6945897386176565 2.7378828423679797 8.2214175394037721 1.77339646135806 1.3545081345218926 1.3841537430198512 3.1650510728359214 2.5706070943269879 4.1740643009543419 1.8079275101845267 0.85681040585041079 1.3122810063650829 0.59448752417665651 0.13980261143296957 0.38856152445077896 0.17418891723355046 4.3894529826939097 1.0251725151902054 0.64999797940254156 8.3050618022680265 1.4362017509993164 3.2182370722293836 22.278764172369851 200.56609864006168 6.0626925081014624 0.97953399876132585 0.55781476107949857 3.3574377472978085 4.128356130226166 7.3240363709628573
leaf_count=1 34 18 150 12 17 69 13 24 17 54 3 39 57 3 4 103 28 43 5 36 42 13 169 1725 28 38 51 24 34 46
internal_value=0.000553968 0.000629741 0.000264591 0.0059824 0.00341342 -0.00861195 0.00775118 0.0014787 0.0104197 0.00938251 -0.0170605 -0.00361402 -0.0151142 -0.0213178 0.00209841 0.0166424 0.000576568 -0.00628238 0.000817484 0.000597401 -0.0366184 0.000899762 0.00446106 0.000132652 0.000595175 0.013057 -0.020671 -0.0147567 -0.0223614 -0.00260419
internal_weight=297.765 296.332 277.407 18.9243 17.1509 4.54659 12.6043 9.43926 6.86865 3.16244 4.90697 2.16909 1.43311 1.29704 0.702553 0.56275 272.5 9.24659 263.254 258.864 2.0862 256.778 45.5079 211.27 37.2028 7.60004 1.53735 10.704 7.48579 29.6028
internal_count=2900 2732 2492 240 228 140 88 75 51 71 60 42 168 167 110 107 2432 193 2239 2211 47 2164 368 1796 332 117 89 71 58 215
is_linear=0
shrinkage=0.0418401


Tree=588
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 1 2 0 1 0 0 2 1 0 2 0 0 2 2 0 0 0 2 2 2 2 2 1 2 0
split_gain=0.984336 1.09751 0.661508 1.4007 0.95819 0.777 0.773322 0.749099 1.40722 1.68374 1.6121 1.53003 1.06721 1.48967 1.46039 1.82074 1.66615 1.56799 1.52193 1.6522 2.41394 2.60278 1.34108 1.65437 1.26084 2.31004 1.13709 2.02017 1.83286 1.85016
threshold=51.779769178100004 0.61532588845000014 0.48627286610000009 0.6166282446500001 0.68186581240000022 0.48363821445000005 49.275256100300005 0.47727612945000003 0.34524415440000006 0.4622167001000001 0.47440196400000006 42.718072821900002 0.39078171310000004 0.53136133645000017 40.621691032550004 0.51589772760000019 0.52290350590000012 40.305698932850007 43.162556114600001 0.47760546090000006 0.47886290830000006 0.47778509625000004 43.57842012870001 45.027406014450008 44.215931556700006 43.968221017800005 41.840895355800008 0.46128858420000007 41.322103772800006 0.57944372925000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 8 -1 -10 -11 -12 14 24 17 18 -17 -9 19 -16 21 -21 -20 -24 25 -14 28 -28 29 -15
right_child=1 -3 3 4 -6 -7 -8 12 9 10 11 -13 13 26 15 16 -18 -19 22 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=8.6189068234409846e-05 -0.0023173256066938179 0.00021898500449830653 -0.0021382938986842679 0.00019845901148834015 -0.0021055628857502735 0.0011167119000922449 -0.00063337807487084724 0.00039848155236377956 -0.0023396443315602954 0.00093631429560613283 -0.0001436849428680808 -0.0023277464079063549 -0.00060393658621178887 0.00015780889233946656 0.0011953477678774192 -0.0023324961722964717 -0.0001626753279037525 0.001324785344637748 0.0013466222325595647 7.7506537092302002e-05 9.7713695008901468e-05 -0.0024941327722890492 -0.00017368127722643736 0.0012945540720362208 -0.0021578916665712503 0.0017908043072141033 0.00053818747113911468 -0.0010121055132135404 -0.0011109347874484318 -0.0014531184286280154
leaf_weight=41.755194946657866 1.3405960408272215 1.2843649638816712 1.4854858207690975 6.4767782412818633 0.77724533699074516 3.1201767583843312 4.97787907347083 60.837104286067188 2.0068809914519061 2.5996405046898872 3.3449508706107736 1.9533228250220416 13.274472611257808 52.559671279159375 4.519588313996791 2.0856464682146898 3.9137562550604343 7.9431366063654414 7.1981697306036976 3.0265262573957434 53.947359014302492 3.0260018762201071 9.1668192036449891 4.3510073386132708 1.5953329121693958 1.7532266313210119 35.227626040577888 3.5580184664577237 5.5203098859637967 2.8918606382503631
leaf_count=415 81 17 111 180 124 19 61 269 64 20 25 42 172 356 15 28 33 34 25 12 244 41 40 22 52 10 201 35 41 111
internal_value=0.000119836 -0.00107634 0.00012894 -0.000403635 -4.84095e-05 0.000142786 0.000133661 0.0001453 -7.14271e-05 -0.000735883 -0.000328362 -0.000948886 0.000185808 4.29422e-05 0.000289716 0.000127073 -0.000916997 0.000505456 0.000200561 5.20959e-05 -3.40214e-05 -0.0012082 0.000662953 0.000298902 -0.000500499 -0.000324551 0.000133498 0.000395971 -3.34669e-05 7.37972e-05
internal_weight=347.518 2.62496 344.893 8.73951 7.25402 336.154 333.034 328.056 51.66 9.9048 7.89791 5.29827 276.396 116.381 160.015 91.2349 5.9994 68.7802 85.2355 64.5195 59.9999 6.05253 20.716 13.5178 16.623 15.0277 99.7575 38.7856 60.9718 55.4515
internal_count=2900 98 2802 415 304 2387 2368 2307 566 151 87 67 1741 978 763 460 61 303 399 312 297 53 87 62 234 182 744 236 508 467
is_linear=0
shrinkage=0.00196078


Tree=589
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 2 1 0 1 1 1 2 1 0 1 0 1 2 1 1 0 2 0 0 1 2 1 1 1
split_gain=0.22095 1.07774 0.833526 1.19603 0.540598 1.32338 1.30941 0.48304 1.64658 0.963541 0.633979 0.603544 2.13825 0.639513 1.38734 1.37203 0.727404 1.38321 1.03285 0.586544 0.682872 1.78647 0.465399 0.405037 1.88301 1.04864 1.53065 0.891239 1.95171 2.21714
threshold=0.54910032635000017 0.55240861050000023 0.42194844465000009 50.065525775750011 0.54317236010000014 0.41985269900000005 41.134354310300004 0.41865513010000005 0.54017843775000018 0.4211999641000001 0.41753240920000007 0.40621538280000008 43.968221017800005 0.39971857130000005 0.53781323915000012 0.39584144190000009 0.53592706805000012 0.3982365797500001 37.962710038050005 0.39458399450000009 0.39167988980000007 0.53136133645000017 39.945535567850008 0.48543456785000005 0.48368312325000012 0.35877668335000007 41.468518788800004 0.36927038110000004 0.37138109635000011 0.37982395740000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 22 -7 10 9 -9 11 13 -13 15 -15 19 17 18 -17 20 23 -22 -6 24 -1 26 -25 -27 -29 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=0.00086791963656848877 -0.03575515866795826 -0.057483668719134809 0.00059822153734975 0.016060706434095871 0.0060824157660162893 0.0060938089026551486 0.041733994357650482 0.0046987760357896308 0.0034239375039080686 -0.064649254779387197 0.023035515584216151 -0.066668538823108442 0.013088263256257456 -0.0096220910775074581 0.039793139902254228 0.0068412966632825549 -0.055920875074521377 0.016574703399017687 -0.056342612167481425 0.022971946327073375 -0.060451331348226292 0.02057689490667795 -0.024849797313496312 0.032194037749999141 -0.032966227939224005 -0.011218992765248816 0.004468767698405136 0.032165868033481142 -0.025606011353582068 0.0062724039110348849
leaf_weight=106.38483726445702 2.380581409088335 1.5287902792915695 54.003772189378651 0.92220322135835875 2.2681213435716954 6.8298347517847997 4.4149368926882744 0.72408577799796914 6.0472458433359861 1.8599085106980053 3.3943065814673892 1.4901867103180841 2.1160257197916508 2.6807907172478727 3.2937777936458588 0.99396180547773783 1.3230734691023824 2.2646911557530984 2.0841272855177522 3.2447933107614508 1.5584887214936309 1.2967127284500746 2.861758672632277 7.5371458455920246 4.4582061208784571 13.127274976111947 16.561308607459068 5.5486313477158538 7.1922577433288088 26.907709961757064
leaf_count=884 34 51 943 13 16 30 16 5 28 84 15 22 29 30 13 17 10 17 53 15 58 10 27 48 24 83 75 33 75 142
internal_value=0.000659667 -0.00213955 -0.000722047 -0.0298121 0.00135031 0.0102936 0.0200869 0.000690918 -0.0111379 -0.0452166 0.00116922 0.000815894 -0.0198695 0.00117721 0.0176205 0.000687183 -0.0220641 -0.0136799 -0.0359396 0.00146965 0.00110354 -0.0236517 -0.0111735 0.00148007 -0.00049292 0.00432488 0.0131403 0.00029962 0.00411332 -0.000451291
internal_weight=297.3 58.8353 56.4548 2.45099 238.464 16.3747 11.2448 222.09 8.63124 2.58399 213.458 210.064 3.60621 206.458 5.97457 200.483 6.66585 5.34278 3.07809 193.817 190.573 2.8552 5.12988 187.717 110.843 76.8743 24.0985 52.7759 39.6486 34.1
internal_count=2900 1041 1007 64 1859 89 46 1770 117 89 1653 1638 51 1587 43 1544 97 87 70 1447 1432 68 43 1364 908 456 123 333 250 217
is_linear=0
shrinkage=0.0510028


Tree=590
num_leaves=31
num_cat=0
split_feature=1 2 0 1 1 2 2 1 1 0 0 0 1 2 2 1 0 0 0 2 1 1 1 1 2 1 0 2 2 2
split_gain=1.17856 0.697997 1.7084 2.03691 1.55623 1.0616 0.863795 2.41687 1.08638 3.13614 1.37883 1.34692 1.72499 2.8898 1.1788 1.51493 1.72065 1.13134 1.33196 2.17668 1.37726 2.17392 0.934433 0.919105 0.759831 0.865876 0.734041 2.39327 2.0489 2.50856
threshold=0.50663153795000015 42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.272044000450002 41.986601436450009 0.34988473400000003 0.39584144190000009 0.53592706805000012 0.52898116820000018 0.53905571685000009 0.41917906650000009 38.994321257850011 38.238138001450004 0.43166372265000008 0.56369569775000017 0.54679500610000009 0.55671985870000007 41.093509583400007 0.45206730335000006 0.46208197360000008 0.39410496695000002 0.43672345135000007 42.34047585750001 0.34512439750000007 0.47997065955000012 43.45354240915001 42.773538294100007 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 6 -4 -5 -6 8 -8 22 10 -10 -11 13 -13 15 -14 -17 -16 -19 20 -20 -22 -1 -18 25 -3 27 28 29 -26
right_child=-2 24 3 4 5 -7 7 -9 9 11 -12 12 14 -15 17 16 23 18 19 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00028264884534437293 -0.0009313766058421703 0.00030624737760896536 -0.0022774742506214774 0.0018060278436864371 0.00075250656253599848 -0.0022289099724018984 -0.00018318110414074375 0.0016558254938847919 -0.00045823678480096417 0.0012795683735122407 -0.0023660663610372205 0.00029893874153740765 -0.0023433130981228337 -0.0023954126588296896 0.00078662815467234355 0.00095422501783622735 0.00035158827139887018 -0.0006754196077563186 0.0011397165357565672 -0.00096660362173460338 -0.00091487186924392113 0.0012415797411197442 0.0012570376578354221 -0.0024022892421807535 -0.00095059159491505036 -0.0012912338303132168 0.00016376578336201619 0.00021346915302593091 -0.0017817689775561322 0.0013263361579286654
leaf_weight=132.74513602841762 3.7764023101626654 2.0372673734091213 2.1988432796788393 1.2425071935867893 0.75682790970313352 1.0587418151553718 5.0511513729579729 5.5343602113425732 2.9312951805768526 3.5813522115349761 2.6795368515886366 3.269453542539849 1.4152556334156532 2.6742382720112801 12.526421435177324 2.6119423294439912 0.69271511351689685 6.4350989609956768 9.0126803293824249 3.8558854050934306 4.0458316113799802 3.0147963068448007 3.739451862871646 1.2669756842660715 5.5945355761796218 3.2605811152607203 85.558316836832091 22.869401687290519 5.0163061334751538 2.6280073123052716
leaf_count=771 319 14 104 8 38 37 30 26 50 14 42 29 39 27 43 20 13 38 34 24 29 18 16 41 62 34 688 184 93 15
internal_value=0.000136602 0.000148488 0.000215907 -0.000866311 0.000148355 -0.000986094 0.00024338 0.000778296 0.000214564 -9.91707e-07 -0.00136935 0.000140134 5.98389e-05 -0.000913328 0.000188727 -0.000605339 -6.73087e-05 0.000310967 8.49668e-05 0.000330494 0.00064166 5.90493e-06 0.000309345 -0.00142884 3.57327e-05 -0.000676929 6.67648e-05 -0.000163079 -0.000813545 -0.000222863
internal_weight=343.081 339.305 212.34 5.25692 3.05808 1.81557 207.084 10.5855 196.498 60.0135 5.61083 54.4026 50.8213 5.94369 44.8776 5.98689 4.57163 38.8907 26.3643 19.9292 16.0733 7.06063 136.485 1.95969 126.964 5.29785 121.667 36.1083 13.2388 8.22254
internal_count=2900 2581 1491 187 83 75 1304 56 1248 461 92 369 355 56 299 113 74 186 143 105 81 47 787 54 1090 48 1042 354 170 77
is_linear=0
shrinkage=0.00192234


Tree=591
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 0 1 0 1 0 0 1 1 1 1 0 1 1 2 2 2 0 0 1 2 2 2 0 2
split_gain=0.207748 0.518818 0.412182 0.39734 0.184778 1.14221 0.406103 0.320665 0.991254 0.644183 0.771888 1.1368 2.3867 0.436836 1.32511 0.81086 0.669613 1.71887 0.910489 3.51405 2.64963 2.26875 1.37358 0.652336 0.594959 0.269089 2.88678 1.28544 1.18495 1.08347
threshold=0.50525433370000017 48.988717865950008 0.68186581240000022 45.027406014450008 0.47727612945000003 0.47715637260000004 0.47760546090000006 0.34482500525000009 0.48140774230000011 0.34491482290000003 0.47778509625000004 0.47868327295000007 0.34608245260000009 0.35585760905000008 0.34988473400000003 0.36106703390000006 0.48543456785000005 0.34587287805000005 0.34569324270000007 40.532725462000009 42.988308018450006 41.966555987550002 0.48218616210000004 0.49128768600000011 0.34587287805000005 41.840895355800008 41.621607100200002 42.599563320500003 0.53839705400000015 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -6 8 -8 -9 -11 12 -12 14 16 -15 18 -18 19 -13 21 -21 24 -19 -20 26 -17 28 -27 -29
right_child=1 -3 -4 -5 6 -7 7 9 -10 10 11 13 -14 15 -16 25 17 23 22 20 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.0007125274725825688 -0.050619969200560729 -0.052690409866328718 -0.054772177849860416 0.019307333595385438 0.013740831966959919 -0.045315688785918205 -0.021252024692830267 0.024283842278070338 0.011338381361608139 0.024802951612746902 -0.053063057528386234 0.026041649638445494 0.016609957828226721 -0.018882877924903806 0.028084902208931384 0.00035132867521529018 0.034249199946260217 0.010800869300276301 0.029723140116000253 -0.019058340274267355 0.010672659991598906 -0.069221663113182411 -0.012912158800080424 -0.014935211969972198 0.0062611120464032138 -0.007251575648612691 -0.053397214818093244 -0.019491398292166628 0.02377538768563334 0.002212951461049426
leaf_weight=42.447478405367292 0.23756981617043438 0.63588574645109464 0.29768612138468586 1.4030621983110902 6.3880860954523078 1.4857434108853329 5.7203752384521049 3.0195710510015479 3.9410206787288189 3.3671271577477446 2.8374401992186895 5.6610235497355488 2.1689981855452061 5.5578069556504479 5.586139451712369 96.643831472320016 5.3223041743040076 5.3824197351932508 5.4693270772695559 7.8628331311047059 4.9257327169179908 3.1602979023009539 5.3163964599370948 4.539206862449646 5.3416383322328329 4.2015219694003454 2.5647374609252429 6.8383815278066313 11.504653852665795 36.15085623471532
leaf_count=568 161 61 91 16 25 12 33 11 20 12 36 24 12 38 33 853 20 24 18 35 17 34 23 23 22 46 29 81 71 451
internal_value=0.000645185 -0.0134979 -0.000640403 0.00918159 0.00076927 -0.00222093 0.00129586 0.000968812 -0.00795793 0.00133829 0.00103758 0.000685116 -0.0228778 0.00121643 0.00492177 -0.000111176 0.00247954 0.0113242 -0.00109326 -0.00780294 -0.019816 -0.03344 0.00789739 -0.000973551 0.0181307 0.000549539 -0.00103818 0.00323314 0.0154754 -0.0012396
internal_weight=295.979 2.5742 1.93832 1.64063 293.405 43.9332 249.472 243.084 9.6614 233.422 230.403 227.036 5.00644 222.029 58.5673 163.462 52.9812 15.2439 37.7372 21.6099 15.9489 11.0231 16.1274 9.92163 10.811 157.904 99.2086 58.6954 15.7062 42.9892
internal_count=2900 329 268 177 2571 580 1991 1966 53 1913 1902 1890 48 1842 273 1569 240 67 173 110 86 69 63 47 40 1531 882 649 117 532
is_linear=0
shrinkage=0.0500028


Tree=592
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 0 2 2 1 2 0 2 2 0 0 2 0 2 2 2 2 0 1 2 0 1 2 0 1 1
split_gain=0.924062 1.22272 2.24312 1.78278 2.88086 1.90798 1.75112 1.94873 2.1712 1.04486 1.00747 0.922836 1.45453 1.73267 0.83693 0.78565 1.8444 1.57894 2.7596 1.91352 2.26491 1.86907 5.17463 1.41363 1.37921 3.51043 2.19231 1.31677 1.15196 0.874894
threshold=0.52324780695000006 0.48543456785000005 0.48368312325000012 43.45354240915001 0.5089817670000002 0.50356276755000018 43.124157941850008 42.564639561200003 0.35877668335000007 40.982542372850013 0.48181192180000004 39.749124837650008 37.797539186950011 0.52215502530000013 0.49128768600000011 41.872669623500009 0.48101853240000009 40.922041107600009 40.580626202750004 40.380906245900007 39.852039223600009 0.47694679800000012 0.32600820335000008 42.686561923500008 0.47577916830000005 0.34542378970000004 42.207998345450008 0.42314601355000009 0.3453339720000001 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 10 6 5 -5 7 8 14 11 15 12 -10 -14 -3 16 17 18 19 20 27 22 -19 24 -17 -26 -27 29 -23 -1
right_child=-2 3 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 -15 -16 23 -18 21 -20 -21 -22 28 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00079194893887551813 -1.8119637262054624e-07 0.00067639175565107105 -0.001200371273877844 -0.00072750360548835347 -0.0025546583637109585 0.0014440544791192356 0.0016493371262617277 -0.00064927242223738915 0.00054082806517369037 -0.00051351073493206205 0.00062997534315409884 0.00092115195637172741 -0.00083537083423733285 0.00061839142310966084 0.0014934060546065886 0.00019465292907916743 -0.0011850184959282621 0.0014661529689797238 -0.0015555706735728603 0.0014653709733595866 -0.001064551005033865 0.00056294361221476933 -0.0027414168242114109 9.6342926075055393e-05 -0.0027181999468317351 0.0010531297562501778 -0.0012817317558542281 0.00045058769489082675 0.0015824429438254387 -0.002132825587017404
leaf_weight=0.51805599778891576 127.35300136129081 9.7028742618858832 4.634165233001112 3.5314027999993405 1.817351061850786 2.4232622804120183 4.2242389442399135 5.7715979539789251 20.648030586540699 5.2298273220658293 13.065604781731961 8.8294457001611573 7.5891559906303865 4.7249643262475729 8.2313481643795949 4.7919502465520045 3.1214320678263894 2.3509489726275232 3.3829477559775105 3.9334623790346077 5.1682604304514816 8.7781437300145608 1.8592295851558445 36.103875222732313 2.9937220904976112 2.6587570831179619 3.0865435563027859 20.775736454990692 7.1374852880835524 1.2158343061746562
leaf_count=4 1521 40 24 46 53 13 16 34 89 36 48 40 42 18 37 63 16 22 22 16 32 33 25 318 33 10 32 128 21 68
internal_value=0.000126285 0.000203606 8.64105e-05 0.000381511 -0.000477675 0.000156216 0.000470603 0.000400202 0.000493453 0.000280656 0.000135716 0.000380038 0.000235092 -0.000277558 0.00105138 7.58536e-05 0.00022433 0.000304141 6.22414e-05 0.000235375 6.05728e-05 0.000724751 -0.000391925 -9.83688e-05 -0.000617906 -0.00106346 -0.000201226 0.000318904 0.00102015 -0.00125895
internal_weight=335.653 208.3 125.576 82.7235 7.77202 5.95467 74.9515 70.7272 64.9556 47.0214 120.942 41.7916 32.9622 12.3141 17.9342 107.876 58.2415 55.1201 34.9943 31.6113 27.6779 20.1258 4.21018 49.6348 13.531 8.73902 5.7453 22.5096 15.9156 1.73389
internal_count=2900 1379 915 464 112 59 352 336 302 225 891 189 149 60 77 843 387 371 270 248 232 101 47 456 138 75 42 200 54 72
is_linear=0
shrinkage=0.00188464


Tree=593
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 1 1 0 0 0 2 1 0 2 2 0 1 1 2 2 0 1 0 0 0 1 1 2 0
split_gain=0.991133 4.02332 2.54526 4.3543 2.55184 1.71442 1.71369 3.70527 2.19093 1.79809 1.34029 1.28894 1.54248 1.1412 0.956398 2.85792 2.48022 1.1161 0.949452 2.52714 2.88891 1.98613 1.93367 1.18367 1.93616 1.08966 0.997384 3.32977 0.82153 0.94187
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.104429861650011 0.51589772760000019 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.49588335680000006 41.495754733000005 0.36000419150000007 0.48181192180000004 42.178283198950005 42.686561923500008 0.47760546090000006 0.34479506600000004 0.34515433670000012 40.259171735100004 39.468990633150007 0.47976108500000009 0.3459626957000001 0.47943175355000006 0.47760546090000006 0.47715637260000004 0.3453938505000001 0.34569324270000007 51.779769178100004 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 10 -5 -4 8 -8 9 13 -2 12 -10 14 18 16 17 -16 21 20 22 23 -20 24 25 -1 -21 -28 -7 -30
right_child=2 -3 5 4 -6 28 7 -9 11 -11 -12 -13 -14 -15 15 -17 -18 -19 19 26 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00010382736859771594 -0.00083544626455177285 0.0015860475436821244 0.0010787914077774886 -0.0030205037245150932 -0.00020612459179443778 5.2387640854208701e-05 0.00066794588656376151 -0.0024745392900249758 0.0014282000459240371 -0.0011455318709629261 0.001242235976242987 0.00025232835155533168 0.0002785951890779289 0.00066309704165514881 0.00065307305353681571 6.9426697739026735e-05 -0.0025893753988814661 -0.0011801822738298847 0.0022518968356969762 0.0013668713608944707 -0.0018264364169587573 -0.0016112511460369835 -0.00063233508114089254 0.0013821457343918589 -0.00098775991459947943 0.0013711282550717947 -0.00076132274625766421 0.0012408570437769325 -0.0023551745182566865 0.00012801820052707417
leaf_weight=20.818122078664608 1.9792466069338823 7.9604081287980071 6.2928872946649781 3.7828550022095442 1.8416841947473583 146.6505755490216 2.9087733775377265 2.8618389028124511 11.365540128201248 4.5001261178404084 3.0077230902388692 19.252344332635403 7.4146937727928153 13.104524135589598 2.2722998652607185 35.540011354023591 3.1202675793319941 2.9142758324742317 1.6421409427130158 7.7682850770652321 3.4593076477758586 2.7508041262626639 1.9607438155799171 2.6411948204040518 5.9518527537584296 2.9821749553084365 5.1254372969269744 8.4723928999155742 1.1772209461778396 1.1718271733261643
leaf_count=203 30 34 27 40 28 1513 11 33 53 23 23 82 29 47 23 311 39 29 7 28 24 14 38 8 33 9 28 35 81 17
internal_value=0.000121667 0.000223819 1.28137e-05 -0.000916269 -0.00209897 7.63002e-05 0.000159588 -0.000890517 0.000196752 7.13925e-05 0.000417638 0.000608843 0.00097432 0.00011683 5.01887e-05 -0.00017259 -0.00120803 -0.000377012 0.000203842 0.000470272 -0.00054659 -1.16744e-05 0.000682255 0.00012416 1.24843e-05 0.00026262 0.000806378 0.000486174 3.39607e-05 -0.00111643
internal_weight=342.692 176.788 165.904 10.6115 5.62454 155.293 168.827 5.77061 163.057 125.024 4.98697 38.0326 18.7802 120.524 107.419 43.8469 8.30684 5.18658 63.5725 28.4283 7.06219 35.1441 3.60288 32.3933 29.7521 23.8003 21.3661 13.5978 149 2.34905
internal_count=2900 1141 1759 121 68 1638 1107 44 1063 899 53 164 82 876 829 402 91 52 427 160 69 267 45 253 245 212 91 63 1611 98
is_linear=0
shrinkage=0.00196078


Tree=594
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 0 2 1 2 1 1 0 2 2 2 1 2 2 1 1 2 2 0 2 2 0 1 1 2
split_gain=0.220465 1.04531 0.792003 1.47327 1.94083 1.16568 1.22615 0.979193 1.40053 1.93229 0.656467 1.15823 1.6026 1.66174 1.04381 0.653038 0.879827 0.565262 1.19569 2.43709 1.23538 1.62985 1.31719 1.0076 0.949353 0.804545 1.01832 1.33467 0.756474 0.73515
threshold=0.54511840960000013 0.54317236010000014 0.4355408521000001 41.348489042950007 40.878805547300004 0.43672345135000007 0.55411514625000013 38.592454371550012 0.40367054880000008 38.441102963850007 0.44286099220000008 0.45206730335000006 0.57161462230000015 40.922041107600009 41.24714903835001 49.110028829250005 0.42552618185000007 44.710446918150005 39.468990633150007 0.45772581660000006 0.45877368940000007 42.526729949000007 41.558544840500012 0.57161462230000015 40.79983011445001 46.177190236600005 0.61802041855000012 0.5024400467000002 0.49091344570000006 41.811877919650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -4 -7 8 -2 -10 14 12 -12 -14 -8 16 -5 18 23 -20 -21 22 24 -13 -22 -19 -27 -28 -25 -24
right_child=2 -3 5 15 -6 6 10 -9 9 -11 11 17 13 -15 -16 -17 -18 25 19 20 21 -23 29 28 -26 26 27 -29 -30 -31
leaf_value=0.00068504851940706093 0.054211932128657971 0.016794340259457953 0.024277052933409028 -0.057921247017960233 0.027839856992852224 -0.042769567343431639 0.0043380474051300322 -0.02947085714059669 -0.052664956897662582 0.031819430134473664 0.028190712777710965 0.016620072061706966 0.027283301940552573 -0.041692128770129795 -0.030673607044404059 -3.899870871864661e-05 -0.016312469624472019 0.028545644964271106 -0.06375939448937086 0.037358272846667623 -0.0069805241405879528 -0.055313399369349113 0.045339857306027347 -0.049427102609754789 -0.065982542621397869 0.011524795141647854 -0.062191559667607414 -0.0015355568025239743 0.013290746871863067 -0.0011651338429585674
leaf_weight=220.75750816422078 0.85148397460579728 8.5831270262133312 4.0814426313154391 2.2025743112899354 3.3354434072971344 1.3957727514207352 3.6463242925819932 3.8416843321174383 1.2143710499512965 1.0230750441551206 6.8087735846638662 5.363187379552989 1.2606410285807217 1.6594693385995922 3.3522545685991645 1.1767743206582961 1.9788037557154892 2.492655951762571 1.8787435628473748 1.1328642070293407 1.8037918195041132 1.5077142834488766 1.2458078898198439 0.97229033959592903 0.81075633123691648 5.6611717029008997 1.0523082017898562 2.5401792335906066 0.66372816427610815 1.5832847542478701
leaf_count=1770 3 44 19 50 11 11 30 38 60 3 27 35 22 31 25 29 14 14 26 4 58 71 18 95 42 65 16 89 138 42
internal_value=0.000622058 0.00128794 -0.00167311 -0.0105926 -0.000545487 0.0010641 -0.000958938 -0.0142063 0.00477818 -0.0140344 0.000325467 0.00264835 0.0161531 -0.0119147 -0.0124322 -0.0298425 -0.0382302 -0.00192821 -0.0072166 -0.017295 -0.00649687 -0.013644 -0.00210285 0.00712945 -0.0252767 0.00570843 -0.000443223 -0.0193029 -0.0239826 0.0193136
internal_weight=295.878 229.341 66.5374 15.6242 10.2661 50.9132 46.8317 6.93061 3.08893 2.23745 45.4359 38.4374 9.72888 2.92011 6.99858 5.35815 4.18138 28.7085 16.9622 9.96296 8.08422 6.95136 5.44364 6.99921 2.61455 11.7463 9.25366 3.59249 1.63602 2.82909
internal_count=2900 1814 1086 208 115 878 859 104 66 63 848 793 80 53 55 93 64 713 529 261 235 231 160 268 100 184 170 105 233 60
is_linear=0
shrinkage=0.045289


Tree=595
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 1 1 1 0 0 1 0 0 0 1 1 0 2 1 0 2 1 2 2 0 1 0 2 2 2
split_gain=1.18856 1.69255 2.02388 3.34271 2.07349 1.57958 1.67094 2.30144 3.69788 1.57041 1.51813 1.4599 1.48509 2.14412 3.78249 1.9139 1.3314 1.72903 1.66329 1.70106 2.20138 2.64774 1.84591 1.37602 1.19648 1.01638 2.71408 2.57514 0.979029 1.67402
threshold=0.52324780695000006 0.48543456785000005 43.45354240915001 0.5089817670000002 0.50356276755000018 0.39971857130000005 0.40621538280000008 0.41640968835000008 0.52772372085000019 0.48368312325000012 0.34587287805000005 0.5339660489000001 0.54017843775000018 0.54095685760000012 0.41917906650000009 0.42067602765000006 0.54191491270000014 43.933728833200007 0.38991347565000006 0.52682554415000016 41.468518788800004 0.39584144190000009 43.411469133450005 42.072181850200003 0.48181192180000004 0.42829556000000008 0.54384599265000022 41.134354310300004 43.104429861650011 42.564639561200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 10 4 -4 16 -7 8 -8 24 -3 -9 -13 -14 -15 -16 17 18 -2 23 21 -21 -22 -20 -1 27 -27 -17 29 -12
right_child=5 2 3 -5 -6 6 7 11 -10 -11 28 12 13 14 15 25 -18 -19 19 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.6515914309649554e-05 0.00068052478973937834 0.001365574641580498 -0.00069556142320154697 -0.0026044479659566547 0.0015174960248483904 0.00092428719968775611 0.001226423557911218 0.0015569458204685571 -0.0022725319628739845 -0.00099082018467921387 0.00046804995870063348 -0.001061051458875425 0.0019600179002990307 -0.0027504934317732306 0.00099247907738277282 -0.0016573443967452728 0.00059085673987956144 -0.0019733991434384389 -0.0024483317879404995 0.0011793084022000012 -0.0024270824076400581 -0.0010206554970990291 0.00020051429842272257 -0.00013584190628146024 0.0006585848285677933 0.0022184752146299979 3.5133675987030997e-05 0.00040034041276446167 0.0013065862710156296 -0.00068346480464358294
leaf_weight=107.59780366456835 4.0708197783678868 6.9233574308454982 3.6532621304504556 1.9659865180728955 2.5557367298752069 7.971679489593952 1.5411826018244017 2.3619229472242287 3.530417031259276 4.6777296494692555 58.690982474945486 4.0393867362290612 2.16479668021202 1.6668103062547732 8.0177329319994879 4.1392848961986584 3.9865041025914243 2.8123571318574241 2.8331833935808417 4.6785748731344921 2.5273969210684291 3.3234492605552077 1.521180737763643 1.3491912297904489 13.157529397867618 2.0863473573699585 65.83970830430917 4.5182601632550359 4.326695390045642 4.8550867410376659
leaf_count=843 18 25 46 53 13 44 7 36 65 24 279 31 6 22 33 31 40 32 51 19 38 39 10 16 48 6 946 31 18 30
internal_value=0.000129514 0.000218748 0.000427577 -0.00046276 0.000215373 -8.25967e-06 9.39298e-05 2.7674e-05 -0.00120925 8.06131e-05 0.000524888 9.3823e-05 5.6452e-05 0.000107497 6.10098e-05 0.000116402 -0.000415007 -0.000588474 -0.000396643 -0.000666769 -0.000307354 0.000265606 -0.00143981 -0.00170235 0.000122117 2.46831e-05 0.000102195 -0.000583465 0.000439134 0.000380071
internal_weight=343.384 208.404 82.9711 8.17499 6.209 134.98 107.878 99.9058 5.0716 125.433 74.7961 94.8343 92.4723 88.4329 86.2681 84.6013 27.1027 23.1162 20.3038 16.233 12.0506 8.00202 4.04858 4.18237 120.755 76.5836 67.9261 8.65755 67.8728 63.5461
internal_count=2900 1379 464 112 59 1521 1258 1214 72 915 352 1142 1106 1075 1069 1047 263 223 191 173 106 58 48 67 891 1014 952 62 327 309
is_linear=0
shrinkage=0.00188464


Tree=596
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 1 0 1 0 2 0 1 1 0 0 2 2 0 2 2 2 1 2 1 1 0 2 2 1
split_gain=1.11507 1.59823 0.824977 1.79655 1.17183 1.26374 1.10048 1.96873 0.897139 0.877373 0.808482 0.786277 3.79805 1.02982 1.87785 0.968803 0.968282 1.48677 1.89559 1.61224 1.97883 1.15814 0.774318 1.33429 2.74339 0.707873 1.89274 3.08013 4.1845 3.25577
threshold=51.779769178100004 0.61532588845000014 0.48627286610000009 0.6166282446500001 0.48363821445000005 49.275256100300005 0.46613873835000008 0.60665848330000005 0.46419268885000003 0.68186581240000022 50.065525775750011 0.4622167001000001 0.34392682850000006 0.33672644530000007 0.4447920721000001 0.43780126340000008 48.680511450650009 41.558544840500012 0.39614083410000006 39.468990633150007 35.818873074050011 44.921040431000009 0.45393850480000009 42.406961525800007 0.46208197360000008 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 0.43590012275000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 8 -8 11 -5 -7 12 13 14 15 16 17 19 21 20 -1 -19 25 24 -24 26 -13 -28 -29 -30
right_child=1 -3 3 9 -6 10 7 -9 -10 -11 -12 22 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00047407255819993064 -0.0022557071234867369 0.00056587109629823373 -0.002135972632888799 0.00019715766630775989 0.001239389724542796 -0.0014079163832899572 -0.001536970008647588 0.00063878047331932116 0.001187603543886767 -0.0020707257536721579 4.2713152387262771e-05 0.00023756660472627791 -0.0022834386286687269 0.0014424710011873326 -0.0018156919940315248 0.0014233386047769697 0.000639146203044983 -0.0020114574913475494 -0.0024997681759119407 0.0014379952275595971 -0.0027288324756436517 0.00078152739474185017 -0.0022577708848096692 0.00034996822266900664 0.00091882568277372586 0.00062165170718707905 -0.0015438239282378752 0.0011783120488718601 -0.0023661034464907598 -6.402253825198666e-05
leaf_weight=2.1253131837584243 1.712994227651506 1.3085409621708093 1.8231645157793517 6.8838502710568719 3.6401891508139661 3.1404928728006771 3.7086474615789475 2.6243447714950889 3.193598215468227 0.69392474224150635 2.5912056304514408 248.40058251353912 2.7766755698830812 1.9312616568058718 1.9586815182119597 2.0114641785621634 5.8134972974658004 0.78104088408872518 2.1005549277178943 2.6004949845373631 1.0725469905883072 1.8437658436596391 2.8173555305111204 4.6981394654139876 1.5614945087581871 14.561668759677557 5.8055876828730133 7.4842050950974253 3.0581564353778949 8.8115403763949853
leaf_count=42 81 17 111 180 19 36 82 29 12 124 25 1434 83 13 25 7 21 88 39 15 20 10 61 23 9 65 113 26 48 42
internal_value=0.000129031 -0.00103376 0.000139055 -0.000422719 0.000154537 0.000142835 0.000158298 -0.000635355 0.000173744 -1.05208e-05 -0.000752111 0.000163695 -0.00016362 0.000101057 -2.65135e-05 0.000164477 9.48438e-06 -0.000338353 -0.00113874 0.000313925 -0.000600166 -4.95568e-05 0.000191245 -0.000361574 -0.001125 0.000208661 0.000186678 -0.000315751 5.26342e-05 -0.00065714
internal_weight=353.535 3.02154 350.513 9.40094 341.113 337.472 331.741 6.33299 325.408 7.57778 5.7317 322.214 25.0153 22.2386 20.3074 18.3487 16.3372 10.5237 4.72536 5.79836 3.19786 2.62481 297.199 9.07699 4.37885 288.122 273.56 25.1595 19.3539 11.8697
internal_count=2900 98 2802 415 2387 2368 2307 111 2196 304 61 2184 363 280 267 242 235 214 137 77 62 98 1821 93 70 1728 1663 229 116 90
is_linear=0
shrinkage=0.00192234


Tree=597
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 0 2 0 0 2 2 0 0 1 2 1 2 2 2 2 0 1 2 2 0 1 0 2 0 1
split_gain=0.210795 0.564224 0.260231 0.182558 1.14909 0.520204 0.485261 0.472841 0.411259 0.198688 0.642933 0.210958 0.453238 0.96575 0.714985 1.29199 0.529389 1.10944 0.986635 0.531802 0.443299 0.832773 0.449417 0.866939 0.438645 0.362709 0.346922 0.30078 1.76655 1.53203
threshold=50.666627092000006 0.48363821445000005 51.779769178100004 33.151194885250007 0.51700547890000015 0.52029879345000019 33.384956903900012 0.56793209785000009 0.50041914915000019 34.176526048000007 34.542090938800008 0.47727612945000003 0.47577916830000005 0.34479506600000004 42.718072821900002 0.34515433670000012 38.938637541200009 39.945535567850008 40.79983011445001 37.737818700150008 0.43780126340000008 0.31810424840000007 43.57842012870001 42.564639561200003 0.45612406815000006 0.31148768000000004 0.47760546090000006 43.19689381845 0.48041974790000003 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 8 -6 -5 -7 -1 -8 -11 12 16 -14 -15 -16 19 -18 -19 24 21 25 23 -22 -12 -20 -13 -28 -29 -30
right_child=1 2 -4 6 5 7 9 -9 -10 10 11 26 13 14 15 -17 17 18 20 -21 22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.030706690724240121 -0.049180779026779059 0.014694818532810525 -0.015608634021594793 0.029796430278909113 0.052840666950298772 -0.029583969358043413 -0.015928718917964477 0.037381245221515064 -0.096624999840870113 0.027231046830959039 -0.016959488801711428 0.012104557268587229 -0.038982082789646655 0.0048446639455099645 0.0086338919238330529 -0.057540877607543853 0.028977456084532241 -0.039285994204980031 -0.0040907096377233712 -0.032281030669052538 0.0133719689230612 -0.037137558789762687 0.02349939903498138 -0.020678582912563491 0.019356972430984325 0.01864320380489309 9.8442656938679905e-05 0.027361272867702673 -0.029927425327369257 0.0034031671494482744
leaf_weight=0.62522726145107244 0.68695326230954323 1.2141624891664835 1.3058112538419662 1.2869997486704949 0.49835731089115132 0.66086111176991813 1.5678792418839282 0.36251832319430832 0.31650446867570281 2.0426917066579326 1.6760339940083242 6.3543568328022948 2.1404943689703932 6.3124429378658515 1.3107823785394432 1.3093416844494639 3.2446623563300845 1.3656063089147235 7.7593209731276165 2.0116555917775258 5.2178566697984916 1.5102651703637082 3.229441920761019 2.4346696259453893 1.3199058361351488 1.9495921027846632 188.13272694234911 6.3815863030031315 3.3279884941875926 38.271372999442974
leaf_count=58 74 21 36 12 2 24 36 92 4 24 35 25 14 37 10 35 16 19 149 23 44 42 23 31 11 18 1494 21 18 452
internal_value=0.000687661 -0.011327 -0.00100796 0.000819334 -0.0119534 0.0133624 0.000927776 -0.00586245 -0.052861 0.000799158 0.000890446 0.000701826 -0.00234829 -0.0105556 -0.00374381 -0.0244353 0.000516871 0.00315252 -0.0004182 -0.0135422 0.0019834 -0.00458875 0.00875921 0.0025387 -0.000959732 0.000474359 0.00124013 0.00094774 0.00427782 0.000736688
internal_weight=295.828 3.20693 2.51997 292.621 2.46347 1.52174 290.158 1.02338 0.941732 288.871 287.303 285.26 42.7921 11.0731 8.93257 2.62012 31.719 26.7114 23.4668 5.0076 22.1011 11.2192 10.882 7.65253 2.99594 9.70891 242.468 236.114 47.9809 41.5994
internal_count=2900 131 57 2769 180 118 2589 116 62 2577 2541 2517 507 96 82 45 411 342 326 69 307 209 98 75 46 167 2010 1985 491 470
is_linear=0
shrinkage=0.0471187


Tree=598
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 0 1 2 2 2 2 1 0 1 1 2 2 0 0 1
split_gain=0.21057 1.97823 1.23933 0.72423 1.01717 1.39123 4.01361 0.926773 1.00224 1.0473 1.84516 0.817973 0.934209 0.967479 1.53771 1.17499 0.649855 0.905227 0.620618 0.655967 1.07435 0.998164 0.624281 0.60798 0.587745 0.552089 0.635468 0.523723 0.463207 1.32918
threshold=41.24714903835001 41.134354310300004 41.028010303750008 0.40621538280000008 40.823855932350007 40.036761086100007 0.42829556000000008 40.922041107600009 40.742467179200005 40.305698932850007 40.496232821400007 39.893178577750007 39.468990633150007 38.238138001450004 0.43166372265000008 0.56369569775000017 0.49091344570000006 33.151194885250007 41.532441862050007 41.621607100200002 41.755948821900006 0.34575312120000007 0.47760546090000006 0.43887907550000005 0.46419268885000003 41.43512228960001 41.348489042950007 0.62406814170000013 0.53905571685000009 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 11 -7 8 9 28 -11 12 13 14 -5 -16 17 -17 22 -20 21 -21 -2 -8 -25 26 -24 -18 29 -1
right_child=18 -3 -4 4 -6 6 23 -9 -10 10 -12 -13 -14 -15 15 16 27 -19 19 20 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0031421213105170286 0.0074304633715304132 0.02708538581752953 -0.024092384852329948 -0.055199593005552286 0.018425191612246317 -0.06797648510478374 0.022798139457894911 0.029356617817650994 -0.023365607727379802 0.036503275988857165 -0.00042537010200342584 0.021709786851237187 -0.029777439080828541 0.0067161526715149326 0.023100028936935888 0.023796569848949071 0.044239260099070622 -0.055226704187887901 0.016684703297208555 -0.051134313668015671 0.00051574170251507802 -0.0057332424837895427 -0.019488337711946111 -0.023194019526366967 0.014606397079891762 -0.031912754863190361 0.0072347805053828698 -0.04873407965956978 0.019817430128266773 -0.017841076604550352
leaf_weight=63.934456687275087 3.4466453138738862 6.3597805642057201 4.1639635408500899 1.5617861702630857 3.8733046567067495 2.8004525238648039 1.700738191604614 2.9120452869683495 3.0016720769926897 5.3814636976458115 6.2297292565926909 2.966019741492345 2.6632627215876701 12.709711394767508 2.1161141917109489 0.39585613283998133 0.43795835611672362 1.4153611848159924 5.0724594758357844 1.6459096935577679 132.35494053152797 2.7766965640767012 4.6991911023651465 2.5721906814724211 1.3324924062035277 3.0215507640969008 3.1866043186892057 0.18344875753973611 2.9145775120705357 7.1639143154025069
leaf_count=434 20 33 34 64 27 25 6 13 20 30 38 18 33 111 21 43 23 86 33 18 1397 26 34 20 42 28 17 88 16 102
internal_value=0.000609419 0.00191875 0.000710164 0.00151534 -0.00396456 -0.00660408 -0.0228159 0.0037141 0.00287154 0.00379132 0.01669 -0.00103036 -0.00416987 -0.000546129 -0.0156515 -0.00207281 -0.0239704 -0.0379555 -0.000553951 0.000372305 -0.000232648 -0.0226296 -0.00970747 -0.000253837 -0.0102944 -0.0151229 -0.00868968 0.0167921 0.00176776 0.00102784
internal_weight=294.994 138.79 132.431 128.267 36.7287 32.8554 8.40587 91.5379 88.6258 85.6241 11.6112 24.4495 21.4835 18.8202 6.11052 4.54874 2.43262 1.81122 156.204 141.85 136.778 4.42261 14.354 5.60542 3.90468 10.9073 7.8858 0.621407 74.0129 71.0984
internal_count=2900 1327 1294 1260 607 580 93 653 640 620 68 487 469 436 325 261 240 129 1573 1474 1441 44 99 68 62 79 51 111 552 536
is_linear=0
shrinkage=0.0461948


Tree=599
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 0 1 2 0 0 1 1 0 2 2 2 0 0 0 1 1 1 2 0 2 2 1 1 1 2
split_gain=0.195687 0.915192 0.626665 1.35235 1.11865 0.459904 1.08116 1.16893 0.426718 0.733323 1.08268 1.68431 0.554479 0.36485 0.363584 1.13315 0.689238 1.09126 0.68404 0.716518 0.989671 0.450697 0.700294 0.47364 0.367756 1.77999 1.37887 0.687283 1.17378 0.863747
threshold=0.54910032635000017 0.55240861050000023 0.42970270350000012 0.55754318735000019 0.55538756325000016 0.54317236010000014 0.41985269900000005 41.134354310300004 0.54095685760000012 0.54017843775000018 0.41808628485000005 0.4211999641000001 0.53839705400000015 39.945535567850008 38.386256906100009 37.962710038050005 0.55892039160000018 0.56369569775000017 0.55892039160000018 0.4323972336000001 0.43625939340000008 0.49091344570000006 33.151194885250007 0.62406814170000013 39.468990633150007 40.580626202750004 0.43967246490000006 0.43706775245000007 0.44286099220000008 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 8 13 -8 9 10 12 -12 -1 -7 15 16 -4 -18 -16 -20 -21 22 -19 -23 -22 26 -26 -27 -29 -30
right_child=1 2 14 -5 -6 6 7 -9 -10 -11 11 -13 -14 -15 18 -17 17 21 19 20 24 23 -24 -25 25 27 -28 28 29 -31
leaf_value=0.00075966427230862081 -0.03040376243383968 -0.026812028448965564 -0.062145468530333224 -0.052796498747556181 0.031891507416094207 0.0050140201901329156 0.0047750619413976731 0.0352936476907455 -0.011114336642581022 0.025472845141551279 0.0028944758327078546 -0.056099079281253357 0.017782380111204817 -0.019526336636839635 0.017316047767948047 -0.068045294819363347 0.035961402100976737 0.020554260708235843 0.032673784749466306 -0.041969695350764988 0.01087522890295471 0.043059724019299986 -0.050474496655733322 -0.047545595632968042 0.010539779253003239 0.022380548749906502 -0.063474441677134341 -0.025961119025878214 0.043450701907110534 0.00069022652405265322
leaf_weight=203.66366542742617 2.2104367691790676 1.3811076668789601 0.35639875364722629 1.4548012728919273 1.2855694182217121 2.2145904251374295 6.6307259202003461 4.2077716514468193 6.2171249629463992 2.4666402032598844 2.3000403307378283 1.74634649453219 4.001887956634163 2.8312546997331083 5.208290201611816 0.62968362892570429 1.3265138510614636 0.39418219620711159 1.3251474946737278 1.1837231144309033 5.5385782478551837 0.40811771261360252 1.0251310254534471 0.16666575325325539 0.76186629384756033 2.8425020277500179 1.6015532221354076 3.3954912452027228 1.0097764416132147 23.946779737103498
leaf_count=1605 34 26 15 55 14 16 30 16 35 11 13 84 22 27 30 22 8 44 5 8 65 22 78 87 5 10 55 26 7 425
internal_value=0.00054213 -0.00182847 -0.000685061 -0.0176733 0.00148816 0.00111855 0.00856124 0.0166231 0.00058214 0.000921663 0.000635619 -0.0225661 0.00108771 -0.00875572 0.000684578 -0.011908 -0.0022945 0.00412926 0.00184305 -9.39109e-05 -0.00117191 -0.0170461 -0.0307479 0.0167876 6.33231e-05 -0.00172113 -0.0396154 0.00114989 -0.000978644 0.00242037
internal_weight=293.732 57.4523 55.2419 4.12148 2.66668 236.28 15.8843 10.8385 220.396 214.179 211.712 4.04639 207.666 5.04585 51.1204 4.30669 3.67701 3.32061 46.8137 41.6054 40.2803 1.9941 1.41931 0.574783 39.0965 33.558 2.36342 31.1945 28.352 24.9566
internal_count=2900 1041 1007 95 40 1859 89 46 1770 1735 1724 97 1627 43 912 276 254 239 636 606 601 231 122 109 593 528 60 468 458 432
is_linear=0
shrinkage=0.045289


Tree=600
num_leaves=31
num_cat=0
split_feature=1 2 1 2 1 2 0 0 0 2 1 1 0 0 0 2 1 1 1 1 2 2 0 0 2 0 2 2 2 1
split_gain=0.192004 0.482221 0.415185 0.43228 0.374409 0.178405 0.930972 0.498032 0.37873 0.368448 0.387329 0.363569 0.358716 0.205459 0.798446 0.888374 0.600787 1.67106 1.1079 2.26603 1.44409 1.01761 0.885092 3.70557 1.83471 0.848111 0.836268 1.06896 2.12706 1.03716
threshold=0.50525433370000017 48.988717865950008 0.59210802070000013 48.315732392000008 0.50663153795000015 33.151194885250007 0.51700547890000015 0.52029879345000019 0.56793209785000009 34.542090938800008 0.34512439750000007 0.32817879705000003 0.51243974730000008 0.47886290830000006 0.47814436690000012 40.259171735100004 0.35585760905000008 0.34988473400000003 0.36927038110000004 0.37138109635000011 38.592454371550012 43.124157941850008 0.51243974730000008 0.5025747732000001 43.104429861650011 0.51700547890000015 41.322103772800006 40.922041107600009 39.646013290900008 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=5 2 3 4 -2 6 11 -8 -9 10 -7 -1 -12 14 -11 -16 17 26 20 -20 -18 -22 23 -21 -25 -24 27 28 -15 -28
right_child=1 -3 -4 -5 -6 9 7 8 -10 13 12 -13 -14 16 15 -17 18 -19 19 22 21 -23 25 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0065113259734600453 0.041766199194114652 -0.052458483988087959 -0.064637663272888876 0.025847843761937415 -0.051157250403769054 0.042277785083999535 0.055397514830930521 -0.029553866659908088 0.036326652224864253 -0.00021057502255637236 -0.0096263639431674146 -0.074217489410813631 0.021566820953943931 0.031262773298951815 -0.0010433779282497367 -0.040754703725202124 -0.00039758350687914583 0.032358297141347553 0.031849593366497557 0.020383289759964306 -0.045245748680069871 -0.0040731799329270183 0.019659417377086805 -0.071670732980301549 -0.00021026690031557445 -0.0001854067959966093 -0.010792707846262113 0.025557459595753104 -0.012721863277477321 0.0056806234556713679
leaf_weight=0.29137934930622522 0.14514445897657369 0.59719732636585821 0.22572798712462816 1.106627184897661 0.42840309189341497 0.99897344410419364 0.45270594954490639 0.66444736643461511 0.32483618042169837 56.900169368280331 1.7087863662745806 0.62074576917802915 2.0013275322271511 4.1302809715271023 2.9626760929822913 2.6849596006795764 9.5487178117036837 5.2478313110768786 5.713310368359088 3.6016660234890869 4.2843055166304103 2.3102330528199673 5.6363975326530626 2.8265666174702346 1.3167897789971901 120.48819017590722 16.679082891903818 7.8821228221058837 8.2194843702018243 22.375333197414875
leaf_count=18 8 61 54 6 200 7 2 24 53 573 20 44 41 19 14 36 44 31 34 43 34 28 32 38 28 1154 90 29 46 89
internal_value=0.000538355 -0.013251 -0.000965629 0.00758858 -0.0276416 0.000657429 -0.0130518 0.0119571 -0.00792167 0.000769676 0.0146413 -0.0525887 0.00720001 0.000538697 -0.00199044 -0.0199227 0.0012569 0.00531359 -0.000424223 0.00101008 -0.012826 -0.030822 -0.00030609 -0.0167133 -0.0489601 0.000701441 0.00291968 0.0111707 0.00198845 -0.00135469
internal_weight=292.374 2.5031 1.9059 1.68017 0.573548 289.871 2.35411 1.44199 0.989284 287.517 4.70909 0.912125 3.71011 282.808 62.5478 5.64764 220.26 64.5341 155.726 139.583 16.1433 6.59454 133.87 7.74502 4.14336 126.125 59.2863 20.2319 12.3498 39.0544
internal_count=2900 329 268 214 208 2571 141 79 77 2430 68 62 61 2362 623 50 1739 304 1435 1329 106 62 1295 109 66 1186 273 94 65 179
is_linear=0
shrinkage=0.0500028


Tree=601
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 1 2 2 0 0 0 2 0 0 2 0 1 1 1 2 2 1 1 2 1 1 1 2 2
split_gain=0.177098 2.0779 1.02197 0.701008 0.673955 0.67068 1.32371 0.786557 1.32005 1.08554 2.4111 0.839946 1.0247 1.4273 1.32273 0.985879 1.2133 1.04549 0.798515 0.680271 0.569245 1.91727 1.38653 0.568514 0.520924 0.976144 1.50267 1.68622 0.537305 0.851871
threshold=41.21013581150001 41.134354310300004 41.028010303750008 0.42314601355000009 0.31063441215000004 0.40621538280000008 0.41753240920000007 40.823855932350007 40.712530798250008 0.54191491270000014 0.54317236010000014 0.57600071855000012 38.386256906100009 0.55892039160000018 0.56369569775000017 38.938637541200009 0.56704889075000009 0.42067602765000006 0.44751654140000008 0.49091344570000006 40.305698932850007 40.496232821400007 0.34515433670000012 0.3459626957000001 41.532441862050007 0.3453339720000001 0.3459626957000001 0.4019490434500001 41.621607100200002 41.726652433350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 20 -7 8 9 -8 -11 12 13 -12 -15 -14 17 -17 -19 -13 -5 -22 -23 -24 25 -2 -27 -28 -26 -30
right_child=24 -3 -4 5 -6 6 7 -9 -10 10 11 19 15 14 -16 16 -18 18 -20 -21 21 22 23 -25 28 26 27 -29 29 -31
leaf_value=0.028689576306101056 0.0035464765315724794 0.030661125652381362 -0.021597067362987998 0.0019543626168664298 -0.050920862964046944 -0.054962406086472522 0.017386186953104534 0.01718474370281561 -0.051812098782395344 -0.062973118665743788 -0.061505538736470619 -0.050486644157868431 0.025603786155445299 0.028620261445154671 -0.034490478536365769 0.011221496960203069 0.018749308889821074 -0.038905400948078928 -0.0067943062184014132 0.0067484566246897104 0.034278392473322032 -0.023102626829085655 0.023718740596334751 0.00027315314742850028 0.014995084137926036 -0.049196520913709796 0.012767343753478648 -0.037717215513076774 -0.025529324269281357 0.00024875142339202979
leaf_weight=0.2829648139886547 7.2942843302153042 4.8789445392321786 4.1354972051049108 71.775976670738601 0.95164091732294764 1.0014270663668856 4.6536723650060656 3.8387426015688098 1.1665185548190482 1.4570126142352844 1.2380582517362264 1.290142381498298 3.5574946366250542 1.3654986121691766 1.3591763181320855 3.1901001594960672 4.362150562927126 2.761312659829855 3.739447875879705 0.635862009388802 5.1415425725281265 3.4313749093562356 3.9033526033163053 4.646510299295187 4.9062527626228976 2.4186301901936513 3.5314255766570568 2.2039040154777467 2.6824626873712978 132.95998059336853
leaf_count=4 38 22 34 479 74 30 26 27 16 10 37 130 15 13 44 16 24 27 23 169 28 22 15 31 33 16 28 28 33 1408
internal_value=0.000442736 0.00164528 0.00055535 0.00128387 -0.0326746 0.00162058 -0.00363065 -0.00214561 -0.00455668 -0.002695 -0.0064396 -0.00293438 -0.00037601 -0.0211837 -0.00286189 0.00430615 -0.00108531 -0.0100135 -0.0204341 -0.0315907 0.00372444 0.0111443 0.00121674 0.010977 -0.000596135 -0.00849012 -0.0192577 -0.00663226 0.000271523 -0.000261035
internal_weight=290.761 134.764 129.885 125.75 1.23461 124.515 35.6166 34.6152 30.7764 29.6099 24.9563 23.4992 21.5732 3.96273 2.72467 17.6105 14.053 9.69086 6.50076 1.926 88.8988 17.1228 11.9812 8.54986 155.997 15.4482 8.15396 5.73533 140.549 135.642
internal_count=2900 1316 1294 1260 78 1182 607 577 550 534 508 498 199 94 57 105 90 66 50 299 575 96 68 46 1584 110 72 56 1474 1441
is_linear=0
shrinkage=0.045289


Tree=602
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 2 0 2 2 2 1 0 1 1 2 0 2 1 1 2 0 0 0 2 0 0 0 2 2 2
split_gain=0.851796 0.559261 1.90994 1.11718 1.59807 1.64217 0.970449 0.771978 4.4311 2.08716 1.29104 0.830677 1.07326 1.63713 0.816177 1.00902 0.756876 1.75817 1.64546 2.65046 2.28289 2.20944 2.53872 1.84594 1.03341 0.952228 1.07509 1.40495 1.21149 0.891131
threshold=0.50663153795000015 0.39167988980000007 0.39388042275000007 0.47886290830000006 0.47814436690000012 40.259171735100004 0.52366695610000014 42.773538294100007 43.45354240915001 42.686561923500008 0.34458549145000011 0.47739588635000008 0.34527409360000011 0.34193587020000005 42.448133449100006 0.47727612945000003 41.24714903835001 0.35585760905000008 0.34569324270000007 42.852084787850011 0.48218616210000004 0.48181192180000004 0.47976108500000009 42.027086531450003 0.48041974790000003 0.48607826115000008 0.49588335680000006 43.45354240915001 47.833738492450003 41.621607100200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -4 9 10 14 -9 12 13 -10 15 -1 17 24 19 21 -20 22 -18 29 -5 -25 -27 -28 -29 -22
right_child=-2 2 6 16 5 -7 -8 8 11 -11 -12 -13 -14 -15 -16 -17 18 -19 20 -21 23 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=7.0494807294456053e-06 -0.00086210874303510262 -0.0021791912221754846 -0.0012227773271697025 0.00025706707313642903 6.4557899026470469e-05 -0.0019011097851460257 6.9159811012237937e-05 -0.00020867407802328223 -0.00012138189816313457 0.002045182344438989 -0.0027053143644119567 0.0012611404661783373 -0.00086241990352569503 0.0013812038112797195 -0.0008749145068457666 0.00071293881564952772 -0.00047386350068651578 0.00020861076065044356 0.0011133298464315058 0.00051621800177055043 -7.7766571215719067e-05 -9.4841805265725339e-05 -0.0031037320729693377 0.001276909396557494 0.0011322675753360249 -0.00049218169325932913 0.00091025910493393834 -0.00089203701635065568 0.00059267307102300578 -0.0014677872481614425
leaf_weight=26.974420937913237 3.4049729405960525 1.5046977512538422 2.2796999363927162 7.5434319525957134 3.2108870968222609 3.3272649832069874 114.95844663045136 1.0783424400724495 10.264179798308765 2.3234473620541385 3.0447901154402643 2.3929450362920752 4.0150592625141135 3.8273385986685744 2.8630960599984965 10.944321647286413 2.7537170797586459 47.297173177823424 11.104840848594902 8.1013263594359142 3.4167135395109645 5.7473005503416061 2.8948318995535374 3.489606678485873 16.604736283421516 6.6604118235409286 10.319881461560728 4.331462999340145 4.1254769824445248 3.6863389741629362
leaf_count=295 319 56 75 31 14 36 1077 31 119 11 56 7 37 12 32 41 16 230 37 32 19 23 25 10 72 35 49 56 23 24
internal_value=0.000113597 0.000123632 1.58655e-05 0.000183895 -1.00318e-05 -0.00093577 4.4038e-05 7.93348e-05 -0.000197644 0.000237551 -0.00205236 0.0001754 3.19101e-05 0.000286729 0.000134565 0.000210787 0.0002882 0.000428396 0.000137876 -0.000341214 0.000336051 -0.000950763 -0.00182165 9.64841e-05 0.000858871 0.000316411 0.000184645 0.000424726 -0.000167764 -0.000799159
internal_weight=334.491 331.086 118.743 212.343 74.2661 6.53815 117.238 67.7279 24.6227 43.1053 4.12313 20.4995 18.1066 14.0915 40.7818 37.9187 138.077 71.4453 66.6319 19.4972 47.1347 11.3958 5.64855 36.0299 24.1482 28.9268 25.4372 18.7768 8.45694 7.10305
internal_count=2900 2581 1208 1373 691 50 1152 641 262 379 87 175 168 131 368 336 682 333 349 96 253 64 41 216 103 173 163 128 79 43
is_linear=0
shrinkage=0.00196078


Tree=603
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 0 0 0 1 1 1 0 0 2 1 2 2 2 2 2 0 2 2 2 0 2 2 2
split_gain=0.205486 0.737655 0.654042 0.559152 0.502666 1.43348 1.19107 1.48495 1.03738 0.988925 1.12501 1.37 0.573081 0.419849 0.608706 0.292661 1.15126 0.636114 0.866607 0.425197 0.340334 0.679641 1.74207 0.487574 0.460125 1.76297 1.61871 0.444682 0.691393 1.84536
threshold=36.514114975300011 37.020641110850008 36.372781240150012 0.36543816055000006 0.36543816055000006 0.51243974730000008 0.52161611930000007 0.53781323915000012 0.54317236010000014 0.49320379630000005 0.33960061075000009 0.34427112960000006 0.39513787010000007 0.56793209785000009 0.56859076075000015 37.858673296900008 0.37668033890000002 37.511241581900002 37.272044000450002 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 39.268993001500007 39.344049039350004 0.52266399210000014 39.788107623550012 40.036761086100007 40.166811829450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 -6 -7 -8 -9 10 -1 -12 -10 -14 -15 16 -3 18 -18 -17 -21 22 -22 -23 26 -26 -25 -27 -29 -30
right_child=1 15 -4 -5 5 6 7 8 12 -11 11 -13 13 14 -16 19 17 -19 -20 20 21 23 -24 24 25 27 -28 28 29 -31
leaf_value=0.012800758230328479 -0.044611898320383349 0.027573617675987497 0.033938579717528783 -0.0080434519375659225 -0.027305287740880407 0.034195344371162534 -0.057317413523317783 0.040014456057950717 0.053568694758798288 0.031567057220553252 0.0127138937546459 -0.098512668682208038 -0.057459655487150964 0.052038371808833327 -0.050073787242330095 -0.020820166412000345 0.0044067981238975987 0.011254804827351843 -0.046882862086129899 0.013458181904169676 -0.038236822548136394 0.012649096458851095 0.012283188182069284 -0.041332151911984548 0.041160276792789476 -0.008150566478350791 0.0061171647436047433 0.013811024164112876 -0.035418091258659884 0.00065216557117389292
leaf_weight=2.4751218712190233 1.4275593474740151 4.4082529726438207 1.7497011748055218 3.3936364483088255 4.0168866175226849 2.7928385022096336 1.058345595491119 1.4423919050022962 0.22433744370937336 3.425467312335968 0.49296434642747022 0.57835239057749277 0.68040657386882208 0.27429557358846068 0.28717784682339698 2.3032344188977723 1.6287206240522212 2.8979170943930512 1.5404607509699415 4.6640618947567409 3.6290200100047505 7.7064014854840925 2.9932645264925668 2.7927868496626607 2.5349707920104256 14.845881042157997 4.5310086964454968 9.1448661618051101 3.4686397265759288 196.77905019088939
leaf_count=55 12 33 12 48 25 18 30 9 1 14 7 39 38 2 158 24 24 44 19 48 34 48 26 19 12 96 41 60 36 1868
internal_value=0.000482526 0.000132413 0.00534305 -0.0188714 0.00252403 -0.00411165 0.00967076 -0.00759518 0.0104971 0.012781 -0.00536428 -0.047332 -0.0185407 -0.0315667 -0.000189123 0.000477024 0.0085079 -0.00534494 -0.0205238 0.000147625 0.000338441 9.21254e-05 -0.0154018 0.000516459 0.000117057 0.000507633 -0.0119767 4.80629e-05 0.000629344 2.73657e-05
internal_weight=290.188 270.69 19.4983 4.8212 17.7486 10.7767 6.75979 3.96695 2.90861 6.97191 3.54644 1.07132 1.46622 1.24188 0.561473 265.869 10.4754 6.0671 3.16918 255.393 253.09 248.426 6.62228 241.804 234.097 226.773 7.3238 224.238 209.393 200.248
internal_count=2900 2492 408 60 396 281 256 238 208 115 101 46 199 198 160 2432 120 87 43 2312 2288 2240 60 2180 2132 2072 60 2060 1964 1904
is_linear=0
shrinkage=0.0490223


Tree=604
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 0 2 0 0 1 0 0 2 1 0 1 1 2 2 2 0 2 2 2 0 2 2 2 2
split_gain=0.173157 0.648093 0.850086 1.30987 0.825681 1.01189 1.31199 0.592539 0.581631 0.565011 0.43532 0.392516 0.550207 0.241537 0.966858 0.576202 1.65683 1.28482 0.340479 0.277336 0.549596 1.39664 0.398757 0.368611 1.51477 1.26996 0.358795 0.566146 1.48757 0.681946
threshold=36.514114975300011 0.41932876265000008 0.36543816055000006 0.36927038110000004 0.38780276035000005 0.52877159370000015 0.54317236010000014 37.020641110850008 0.49320379630000005 0.4447920721000001 0.36543816055000006 0.56793209785000009 0.56859076075000015 37.858673296900008 0.37668033890000002 0.54384599265000022 0.40621538280000008 0.45280081435000008 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 39.268993001500007 39.344049039350004 0.52266399210000014 39.788107623550012 40.036761086100007 40.166811829450005 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 -6 -7 10 9 -3 -2 -8 -13 14 -9 -16 -17 -18 -15 -20 21 -21 -22 25 -25 -24 -26 -28 -29 -30
right_child=7 2 3 4 5 6 11 13 -10 -11 -12 12 -14 18 15 16 17 -19 19 20 22 -23 23 24 26 -27 27 28 29 -31
leaf_value=-0.058204361151472629 -0.042482329203695886 0.030566264231622869 -0.039472018226792069 0.023488050915957501 -0.043340951053312558 0.032727800653145726 -0.061622669957629904 0.027743554248763281 0.035701491833265139 -0.014378210659371529 -0.0078257348612810213 0.055156355554205463 -0.054076191391708529 -0.020051911469268914 -0.021418942874794688 0.068093743346312727 -0.064433337262945742 0.020891079627268008 0.013189511348698378 -0.036909329899828383 0.012435732417445378 0.012090217124969624 -0.039180563733924652 0.042384308812178667 -0.0079072534328500001 0.0059791735655922388 0.013588802190491057 -0.034343301270145489 0.013122494080693525 -0.00014615279250854957
leaf_weight=0.44070793325954838 1.4586307102581475 1.3818457869347214 2.1346457228064528 4.3527132547460479 1.5737300104228777 2.1865239256294449 0.70588837342802413 4.2753574196249229 3.756629191339016 1.8313485430335275 3.3977889874659013 0.25319938408210874 0.26650425272055145 2.3283460051970897 3.0586714223027229 0.97610074281692538 0.87679812696296755 1.1469404416711766 4.6376916527515268 3.6607339495094484 7.6399597948766305 2.9641488066408783 2.8659380730241528 2.405094312503933 14.904453477691275 4.5167215100373141 9.0592347896599659 3.48401074996218 11.589248582647995 185.13296727673151
leaf_count=50 12 13 12 24 32 19 39 33 16 39 48 2 162 24 27 2 25 33 48 34 48 26 19 12 96 41 60 36 84 1784
internal_value=0.000476116 0.00538871 0.0069083 -0.00197099 0.00660115 -0.00814136 0.00809334 0.000133012 0.0215247 0.00495032 -0.0182349 -0.0358559 -0.000858142 0.000468962 0.00842204 -0.00521273 0.0113113 -0.0160763 0.000146902 0.000332893 9.26849e-05 -0.0149856 0.00050615 0.000116585 0.000496784 -0.0115518 4.73773e-05 0.000613928 2.68209e-05 0.000635526
internal_weight=289.263 18.8837 18.443 11.4732 9.33856 4.98585 3.41212 270.379 6.96982 3.21319 4.85642 1.22559 0.519704 265.522 10.3339 6.05851 2.99984 2.02374 255.189 252.86 248.223 6.62488 241.598 233.958 226.575 7.38266 224.17 209.265 200.206 196.722
internal_count=2900 408 358 290 278 254 222 2492 68 52 60 203 164 2432 120 87 60 58 2312 2288 2240 60 2180 2132 2072 60 2060 1964 1904 1868
is_linear=0
shrinkage=0.0530633


Tree=605
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 1 2 2 1 0 1 2 2 0 0 2 1 2 2 2 1 1 2 1 0 2 2 2 2
split_gain=0.180382 2.0146 0.789954 0.928204 1.85458 0.694143 0.545053 0.427948 1.00199 1.20089 1.55927 1.36108 1.10501 0.784741 0.709805 1.01785 0.749486 1.22853 0.549664 1.03129 1.0735 0.767552 0.635589 0.715387 0.406418 0.381623 0.329026 0.824156 0.28929 0.871807
threshold=0.45206730335000006 0.56055207925000017 0.44922307715000004 0.56915960600000015 0.43967246490000006 0.57811143375000007 0.44705248345000009 44.710446918150005 43.509905336500005 0.45772581660000006 0.56323163980000013 0.45877368940000007 39.091773401050006 42.526729949000007 0.61802041855000012 0.60665848330000005 46.177190236600005 0.5024400467000002 42.508878681700004 42.428475018400007 42.406961525800007 0.46419268885000003 0.47976108500000009 37.272044000450002 0.46208197360000008 0.62406814170000013 39.091773401050006 38.938637541200009 44.421469061800003 44.758188263300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 28 8 9 12 -11 -12 -3 18 15 24 -16 -18 19 20 21 -13 26 25 -9 -24 27 -23 -1 -30
right_child=1 7 -4 4 5 -7 -8 14 -10 10 11 13 -14 -15 16 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013107080861407352 -0.077109844383800016 -0.00017643503480202789 0.023970429529077426 0.0060166442082461961 -0.066365617376910768 -0.016936095603130686 0.023393979709765589 0.020891159497207858 -0.059241754000321112 0.046739537931825552 0.051551776102022898 -0.06331258671950743 -0.048624096140192009 -0.060934003039690897 0.026737992713421546 0.045696374004837642 -0.067151545282694874 -0.0014655838568819681 0.057534567604109854 -0.089998280720431964 0.065170651612753275 -0.064537742533506123 0.043232236997874547 -0.055611002928461876 -0.008701267026434421 -0.052453066615850058 0.019882514592020964 0.042498112335659609 -0.036472169197109841 -0.0016488551155034391
leaf_weight=222.47179189637973 0.8976486530154969 2.3835958181298347 3.6331871997099361 3.6331396249297532 1.8277767483377831 1.1618849203805437 2.6833495406899592 2.0098378360271436 0.8477628488326453 1.9423625394701938 0.99160808825399716 0.6067537223061662 2.3254580963402987 0.70870055515842967 1.1223447429947553 2.0866240398027003 0.996836009435356 2.4907226260984316 0.32862430810928334 0.36772040359210212 0.5157976746559142 0.42069399725733125 0.38042939224033012 0.96083987643942237 2.7454873041715473 0.14353591764484008 2.1934649420436472 0.31418863218277693 1.948619130882437 23.177648181794211
leaf_count=1710 17 28 22 43 35 24 14 10 26 7 6 23 28 47 9 19 16 89 1 7 1 44 27 159 39 81 33 3 38 294
internal_value=0.000409333 -0.00342081 0.00081774 0.000490311 -0.0179863 -0.0471556 0.000979229 -0.000960299 -0.00639506 -0.00332306 0.00658562 -0.0032467 -0.0241012 -0.0110756 0.00636313 0.0165815 -0.00880283 -0.0202404 -0.0054058 -0.00890948 -0.00352299 -0.0105813 -0.0033314 -0.0299806 0.00380597 0.01702 0.010181 -0.0187761 0.000736309 -0.00434951
internal_weight=288.318 27.781 260.537 256.904 6.6228 2.98966 250.281 26.8834 15.4315 14.5838 9.87472 7.93236 4.70905 6.94075 11.4519 6.84195 4.6099 3.48756 6.23205 5.90342 5.5357 5.01991 4.41315 1.48481 4.75533 0.523965 2.92835 0.734883 247.598 25.1263
internal_count=2900 720 2180 2158 102 59 2056 703 521 495 439 432 56 426 182 68 114 105 379 378 371 370 347 267 49 108 80 47 2042 332
is_linear=0
shrinkage=0.0500028


Tree=606
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 0 1 1 1 0 0 0 2 2 2 0 0 1 0 1 2 2 2 2 1 1 2 2 0 1
split_gain=0.164785 0.502782 0.246798 0.162197 0.422649 0.253016 0.312594 0.23419 1.53944 1.57889 1.50313 0.939951 0.718772 0.603353 0.552961 1.05612 0.82988 0.684891 0.741702 0.523247 0.418032 0.881901 0.524355 0.740392 1.17081 1.80011 0.622195 1.00862 0.917085 2.45963
threshold=50.666627092000006 0.48363821445000005 51.779769178100004 50.065525775750011 49.275256100300005 0.3972336157500001 0.43808568605000003 0.45393850480000009 0.45664800455000004 0.56055207925000017 0.56323163980000013 0.58388970390000006 39.468990633150007 39.091773401050006 41.792045663550006 0.62143349005000015 0.62143349005000015 0.46128858420000007 0.60665848330000005 0.49703601690000004 48.852845034800005 48.461603274950008 47.833738492450003 44.527357125550004 0.41640968835000008 0.37668033890000002 43.19689381845 43.082598263550004 0.47760546090000006 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=3 -2 -3 4 7 -6 -7 20 -9 -10 -11 12 13 -12 15 -13 17 -16 -19 -18 21 22 23 26 25 -25 27 -1 29 -28
right_child=1 2 -4 -5 5 6 -8 8 9 10 11 14 -14 -15 16 -17 19 18 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00082102149837183014 -0.054140219132019281 0.015623901637117172 -0.017357213305228963 0.013390593608243137 -0.003360878480523351 -0.058490393392127193 -0.0083667692880886081 -0.062533781044077044 -0.081862571052359515 0.046185834109358032 -0.026520318923656777 -0.060050671102325308 -0.043779043832703271 0.041505590994349917 0.048101460877520603 0.014228108024704433 -0.042145562397320722 -0.013341728508473365 0.03529735324084738 0.0024958134451659414 0.014463321477034888 -0.028476724545845586 0.021133797391560152 -0.0061860608914922396 0.012108135538502389 -0.061435062411719948 0.011786210490677719 -0.026681741193677926 0.012991327120542248 -0.069896454995224316
leaf_weight=205.9015336007069 0.60418209538329337 1.205996959237382 1.2510080307256428 2.6219041028525671 1.2202217280864709 0.74993290053680517 0.61114765552338213 1.1813139514706588 0.63186912913806992 1.8456553788855696 0.81413131806038952 0.96177574423927525 2.3404395958932582 0.62281067669391632 1.8764720410108546 1.1228881326860571 0.97064642980694804 1.8486224639636932 1.568334669107571 2.6522695278254105 6.0836917851120225 2.7798792608082286 3.4480978511273852 4.7487603812478465 3.4596850260859355 2.4039861562196165 3.4359016544185605 3.6731955870054653 22.859197833109647 1.4059460554271934
leaf_count=1564 74 21 36 33 8 24 23 34 11 7 42 109 37 3 5 172 14 36 28 92 33 18 21 77 38 67 62 46 133 32
internal_value=0.000381811 -0.0116237 -0.00116875 0.000511289 0.00039121 -0.0205626 -0.0359841 0.000585326 -0.00508052 -0.00114736 0.00192058 -0.00360766 -0.0259977 0.002964 0.00408033 -0.020041 0.00971995 0.0228501 0.00898292 -0.00946444 0.000986797 0.000664161 0.00098647 0.000706223 -0.0127374 -0.0247548 0.00130751 0.000338983 0.00863494 -0.0119323
internal_weight=286.901 3.06119 2.457 283.84 281.218 2.5813 1.36108 278.637 18.4372 17.2559 16.624 14.7784 3.77738 1.43694 11.001 2.08466 8.91635 5.29343 3.41696 3.62292 260.2 254.116 251.336 247.888 10.6124 7.15275 237.276 209.575 27.701 4.84185
internal_count=2900 131 57 2769 2736 55 47 2681 590 556 545 538 82 45 456 281 175 69 64 106 2091 2058 2040 2019 182 144 1837 1610 227 94
is_linear=0
shrinkage=0.0520229


Tree=607
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 2 0 0 1 2 1 0 0 0 1 1 0 0 2 1 2 1 0 2 2 0 2 0 2 0
split_gain=0.168861 0.447603 0.376939 0.347003 0.321586 0.153241 0.841588 0.449945 0.383049 0.323442 0.339398 0.418818 0.30977 0.167973 0.808091 2.08875 0.9753 0.853372 0.839895 1.67232 1.6559 2.16788 1.22701 1.87495 0.924953 1.60976 1.03372 3.21753 0.913825 1.64708
threshold=0.50525433370000017 48.988717865950008 0.68186581240000022 48.315732392000008 0.50663153795000015 33.151194885250007 0.51700547890000015 0.52029879345000019 0.31810424840000007 34.542090938800008 0.36597706655000006 0.53781323915000012 0.56793209785000009 0.47886290830000006 0.35319301815000009 0.34587287805000005 0.47727612945000003 0.4622167001000001 43.968221017800005 0.34479506600000004 42.773538294100007 0.34458549145000011 0.47760546090000006 40.621691032550004 42.541806567400009 0.47739588635000008 41.902916368500009 0.47470135625000004 41.169697216150006 0.47694679800000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 8 -8 -1 10 -7 -12 -9 14 15 18 17 -16 20 -20 22 -22 24 -24 25 26 28 -28 -11 -30
right_child=1 -3 -4 -5 -6 9 7 12 -10 13 11 -13 -14 -15 16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00042918074135578642 0.040205133640045798 -0.051276619367569505 -0.053676861756745818 0.024287755593773303 -0.050121242360932787 0.028004312676103017 0.053797640518944964 -0.027360043271663779 -0.073797299090927165 -0.0071326482647433593 -0.022645088149211807 0.02010336815307898 0.035450510869337953 0.00097092256912499056 -0.028749044944243001 -0.044252183682204412 0.04322691287002952 0.020377047161592575 -0.0013546636536152863 0.038626697121895433 0.0035122072945063284 -0.066029199447189102 0.00066219962462443717 -0.045570382100048205 0.029152125097538412 0.034597133046371957 0.017584300820126273 -0.072172343171770167 -0.009594085417243407 0.041337023371943969
leaf_weight=0.24427038105204646 0.12943797538173329 0.55412920471280802 0.27607308864753566 1.054912135004997 0.35318230655684602 2.09430185065139 0.41600579023361184 0.61262365104630589 0.57021916117810179 11.893811146845122 1.0178128965198996 1.2002862524095688 0.27268596411886392 214.54202574456576 1.4312797642778599 2.8925686433212823 2.0079120919108391 2.0915574813261628 9.2294752120506001 3.4554189238697282 2.0200668507604851 2.3083204843569547 5.3950877040624601 3.4599867183715105 3.0229499967535949 2.9223304614424697 1.9219562422949814 1.917211541905999 3.0130966636352232 3.0916674360632896
leaf_count=10 8 61 91 4 165 23 2 24 52 106 8 37 53 1739 42 36 7 13 94 15 61 50 24 39 19 9 39 24 36 9
internal_value=0.00032077 -0.0127164 -0.000934687 0.00853548 -0.0258959 0.000429829 -0.0127138 0.0117463 -0.0517938 0.000528819 0.0138509 0.000487505 -0.00801364 0.00032113 -0.00192468 -0.00367398 0.0159594 0.000417799 -0.00148624 0.00953643 -0.00489931 -0.0335741 -0.0015117 -0.0174025 0.00355304 0.000427661 -0.0041449 -0.0272386 0.000781065 0.0161992
internal_weight=285.413 2.36773 1.81361 1.53753 0.48262 283.045 2.1158 1.30132 0.81449 280.929 4.3124 2.2181 0.88531 276.617 62.0747 56.5439 5.53075 3.52284 53.6514 12.6849 40.9665 4.32839 36.6381 8.85507 27.783 24.7601 21.8377 3.83917 17.9986 6.10476
internal_count=2900 329 268 177 173 2571 141 79 62 2430 68 45 77 2362 623 561 62 55 525 109 416 111 305 63 242 223 214 63 151 45
is_linear=0
shrinkage=0.0490223


Tree=608
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 0 1 0 2 1 0 0 2 2 1 1 2 1 1 1 2 2 0 0 0 2 2 2 2
split_gain=1.08713 2.38367 1.05166 0.87476 0.830513 1.29128 0.795472 1.27009 1.16101 0.761549 0.712528 1.96928 1.78795 1.68213 1.56953 1.16958 0.814362 0.686966 0.667605 1.90969 1.77046 1.33869 1.5129 2.92738 1.5224 1.38532 3.96988 1.37203 1.33436 2.32162
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 40.79983011445001 41.134354310300004 41.24714903835001 0.46928235680000008 0.33960061075000009 0.42314601355000009 38.175120519550006 0.34554354660000003 0.48414718120000005 0.48041974790000003 39.468990633150007 39.749124837650008 0.34482500525000009 0.37852160115000005 37.797539186950011 0.39971857130000005 0.39584144190000009 0.4019490434500001 40.580626202750004 40.036761086100007 0.55671985870000007 0.53839705400000015 0.54475913895000005 44.269496632500008 45.90502654165001 43.633733172900008 37.360990606650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 7 8 -1 17 12 -12 13 -8 -13 -15 -16 -9 19 -4 -20 22 24 -24 -22 26 -23 -28 29 -21
right_child=1 2 18 4 5 -7 10 9 -10 -11 11 14 -14 15 16 -17 -18 -19 20 28 21 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013187604083026213 -0.0021927655505452081 -0.0012258452762540493 0.00046079215286548629 -0.00055132560894877245 0.0012036772950342236 0.00010384868743001505 0.0011086470620119558 -0.0016863012762680064 0.00068033411718363291 -0.0028764883917792323 -0.00085125411559431046 0.00022408651152066377 0.0016248958080163605 -0.00088544896263492549 0.00053051978261450708 0.00042653864376645514 0.0015540441055479459 0.00083181964549835846 0.001527658356765162 0.00046520173957346464 -0.0025285703826470416 0.0011860376723673853 -0.0027243728446009769 0.00026751849740592841 -1.5846182458695282e-05 4.4697895015053426e-05 -3.7976201432216973e-05 -0.0023346431865625956 0.00010482990663812601 -0.0023734779725467069
leaf_weight=1.3587554050609449 1.8363387077115465 2.476092549506574 6.0289751589298231 6.7405586065724483 4.0901110111735752 111.07470776804257 7.2368413135409417 0.93256588897202186 5.1149183930829167 0.8189836696255951 4.995055319974198 37.125382500700653 5.809505268931388 4.1756917061284167 5.804408632218836 6.2979893032461405 5.6873289197683334 0.701509989798069 3.0844428278505793 1.4993455279618499 0.92110018222593026 13.11027102917433 2.471586473286151 2.3647692213708069 27.3074721174562 50.864811695675598 2.2561466433107848 1.6747489743866024 2.7596730450168252 3.6725131291896105
leaf_count=56 56 75 41 40 19 795 28 44 33 16 32 178 22 21 39 27 19 4 17 16 13 51 18 36 483 573 17 47 27 57
internal_value=0.000124692 -1.9106e-05 1.40213e-05 0.000209276 0.000104523 0.000142909 0.000357662 -0.000185608 0.000260745 -0.00136354 0.000420536 0.000298159 0.000699485 0.000395927 0.000416253 -9.65302e-05 0.00103707 -0.00060527 4.0035e-05 -0.000354696 9.29937e-05 4.91678e-05 -0.000268039 -0.00126147 -9.78365e-05 0.000203623 0.000677985 -0.00101647 -0.00097457 -0.00155053
internal_weight=330.293 122.328 120.492 207.964 121.905 115.165 86.0589 8.92673 6.47367 2.45306 77.1322 53.6122 23.52 17.7105 48.6171 10.4737 11.4917 1.63408 118.016 13.9605 104.055 100.971 33.0649 4.83636 28.2286 67.906 17.0412 3.9309 7.93153 5.17186
internal_count=2900 1527 1471 1373 854 814 519 153 89 64 366 268 98 76 236 48 58 48 1396 141 1255 1238 550 54 496 688 115 64 100 73
is_linear=0
shrinkage=0.00192234


Tree=609
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 1 0 2 0 2 0 1 2 0 0 2 2 1 2 1 0 0 2 0 2 2 2 1 1 1
split_gain=0.172199 0.641998 0.176091 1.85728 1.31177 1.05727 1.71785 1.61343 1.17848 1.93664 1.50128 1.10751 0.9993 0.969678 0.798006 0.791128 0.748038 0.71764 0.671983 0.641931 0.589089 0.556651 2.28104 2.16224 0.551292 1.17398 0.833251 0.663716 0.486073 0.658834
threshold=0.30949672165000003 44.921040431000009 0.38398550940000004 0.51929582950000019 0.38906020780000011 0.37982395740000008 0.51017933595000009 39.852039223600009 0.50300889195000009 39.344049039350004 0.50482021495000018 0.36597706655000006 38.592454371550012 0.51243974730000008 0.46594413340000007 37.272044000450002 39.134693790050008 0.38906020780000011 43.124157941850008 0.39024280710000009 0.42314601355000009 0.52428071015000011 39.468990633150007 0.52646627350000019 39.56957118270001 40.12915366295001 40.496232821400007 0.34527409360000011 0.39167988980000007 0.39458399450000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 8 -8 11 -10 -11 12 14 -6 15 20 -14 -5 -9 -19 -2 22 -21 -23 -18 27 -27 -26 -25 -30
right_child=2 -3 3 17 13 -7 7 18 9 10 -12 -13 16 -15 -16 -17 24 19 -20 21 -22 23 -24 28 25 26 -28 -29 29 -31
leaf_value=-0.054407785223750942 -0.033887699632748375 0.018485593557584747 -0.06828995757289566 0.016955293289522246 -0.054939882322829703 0.021765213150918353 0.0034278179530116406 -0.076494812904040158 -0.019366968781397924 0.056498805279451877 0.01011893071926658 -0.026951184664032513 -0.022098946648299415 0.021205900003552318 0.018603471762768723 -0.060567731159941553 0.017901771651475065 -0.022685115749949102 -0.028332164673283915 -0.014333470957287472 0.017206590298054113 -0.062181805356797688 0.046699951280227671 0.024396275212361682 -0.0068077839614646817 0.018493089166302622 -0.00031691087838973204 -0.041450956127856355 -0.026697612738688332 1.7771991021369257e-06
leaf_weight=0.66313427197746821 0.85555568018026296 0.64510923251509666 1.8465018942952149 6.4693819102831176 0.71937166454154056 6.7295426838099948 2.5404375134967259 1.5639199540019038 2.6611163765192014 3.6090503185987473 3.9627711847424507 3.8624090289231381 4.155912651680409 1.2205495272064579 13.848967258993069 0.65440134983509768 4.6563873542472711 3.5339338462799779 1.5721728610806165 3.5169717143289736 2.1338133714307332 1.5450379506801244 3.1340376146836206 2.134154154919087 3.2645216756500295 6.8254160208161911 96.290123536251485 2.7638726183213294 2.5689221565844482 94.9921893960327
leaf_count=107 62 8 14 33 57 34 16 21 15 24 32 27 27 15 76 18 22 20 37 26 33 53 32 9 18 41 614 22 45 1342
internal_value=0.000367421 -0.0184633 0.000454277 -0.00104115 -0.0369047 0.00157786 0.000702649 -0.0273876 0.00176892 0.0188087 0.0322255 0.000517289 0.00130057 -0.00703087 0.012904 -0.00875817 -0.000420202 0.000110679 -0.0523501 -0.000867324 0.00258343 -0.000152692 0.0144262 -0.00111046 0.000371492 -0.000376399 0.000928159 -0.0226908 -0.000163998 -0.000701256
internal_weight=284.94 1.30824 283.631 121.681 3.78642 161.95 155.221 5.67653 149.544 10.2329 7.57182 139.311 135.449 1.93992 17.4927 3.64377 117.956 117.895 3.13609 111.425 2.98937 107.891 6.65101 101.24 113.8 109.144 103.116 6.02839 99.6953 97.5611
internal_count=2900 115 2785 1646 86 1139 1105 74 1031 71 56 960 933 72 189 113 744 1560 58 1527 95 1507 58 1449 717 695 655 40 1396 1387
is_linear=0
shrinkage=0.0520229


Tree=610
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 1 0 1 1 0 0 1 1 0 0 2 2 1 1 0 2 1 1 1 1 2 1 2 1 0
split_gain=0.14987 0.87728 2.40403 0.786774 0.61974 0.493246 0.674224 0.789615 1.50654 0.353956 0.516313 0.976375 1.51069 0.442099 0.353935 0.883563 3.20419 1.27621 1.10012 2.37019 0.790728 0.373516 1.97076 1.50621 1.19522 1.02885 1.93904 1.01301 0.687193 0.707979
threshold=0.54585192060000021 0.42019700010000005 0.40367054880000008 0.54317236010000014 39.945535567850008 0.42194844465000009 0.55240861050000023 0.42440346100000009 0.42970270350000012 0.54095685760000012 0.54017843775000018 0.41808628485000005 0.4211999641000001 0.53839705400000015 0.52511900840000014 41.395309858300003 43.633733172900008 0.3982365797500001 0.39584144190000009 0.53592706805000012 38.115457128050004 0.34632196640000007 0.3459626957000001 0.34581299960000006 0.3465914194000001 39.530201452500002 0.34512439750000007 40.12915366295001 0.34427112960000006 0.46928235680000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 -5 -3 -7 -8 -9 10 11 13 -13 14 21 18 -17 -18 -16 20 -20 22 23 25 -23 26 28 -27 29 -1
right_child=1 5 -4 4 -6 6 7 8 -10 -11 -12 12 -14 -15 15 16 17 -19 19 -21 -22 24 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0028369728452965265 0.011989124117927854 0.025446116507805001 -0.065530830890250899 0.030384632991020882 0.0048086652351593279 -0.021932730614743906 0.048073422485932486 -0.063777123066965188 0.00075907796390946259 -0.011578457442310335 0.023881117678566949 0.0019838065634250677 -0.061235535398477411 0.017605757980532426 0.022334754020037581 -0.062125995260613728 -0.024230091258990873 0.02209733357714035 -0.0078188539830405628 0.030838949013754859 -0.059619686932648887 0.034897922566398593 -0.027122941077826541 0.02304131187174133 0.0025918465219024133 -0.021946958505050365 0.054649731136741792 -0.001187338774751222 -0.025573114494783816 0.02532852275432692
leaf_weight=5.3316810122341831 2.1260005824733517 1.8033612594008435 1.8889340362511573 3.8394782687537354 6.1843811958096921 3.6347301267087451 0.85289145819842715 0.92175661493092675 48.034390963328406 6.1215836401097468 2.3589518312364808 2.2575721405446525 1.6255748961120842 3.8537049004808059 4.5314276177086885 2.7645291727967543 2.5531296893022954 3.5594931151717901 1.2207989273592832 1.9991244822740553 1.8583580181002615 2.981883116066455 6.6340125240385523 7.2065323272254309 71.996469243131287 6.4077469822950652 2.2358720496486049 70.964118140982464 1.7104697902686883 3.8373679742217064
leaf_count=91 38 14 55 21 34 25 5 26 912 35 11 13 84 22 33 62 31 29 28 10 30 14 37 32 544 37 14 574 21 18
internal_value=0.000321781 -0.00191437 -0.0244822 0.000913292 0.0146051 -0.000274308 -0.0011422 0.000374958 -0.000456023 0.000271991 0.000620945 0.000353978 -0.0244813 0.000832235 0.000505427 -0.006082 -0.0174556 0.00274722 0.00442461 -0.0115569 -0.0390821 0.00118461 -0.000750118 0.00104076 0.00387666 -0.000711395 0.0122388 -0.0029066 0.00352286 0.00895066
internal_weight=283.296 59.2621 4.01493 224.034 10.0239 55.2471 53.4438 49.809 48.9561 214.01 207.889 205.53 3.88315 201.647 197.793 18.4869 8.87715 6.11262 9.60971 5.07828 3.07916 179.306 104.328 97.6938 74.9784 90.4873 13.1154 77.3719 10.8795 9.16905
internal_count=2900 1075 93 1825 55 982 968 943 938 1770 1735 1724 97 1627 1605 223 122 60 101 68 58 1382 824 787 558 755 144 611 130 109
is_linear=0
shrinkage=0.0500028


Tree=611
num_leaves=31
num_cat=0
split_feature=2 1 2 1 1 1 0 2 1 2 0 2 2 0 2 0 2 2 2 1 1 1 0 2 1 1 0 1 0 1
split_gain=0.1421 0.576336 0.556009 0.88832 2.32191 1.56524 1.35793 2.0496 0.835359 0.829222 0.790993 0.629897 0.855188 1.21102 0.503629 0.444632 1.73974 1.25577 2.11113 0.651599 1.2716 0.865056 1.13634 2.30198 0.987897 2.31567 0.999854 1.28135 0.795011 1.7362
threshold=44.157169339850007 0.47976108500000009 43.19689381845 0.34632196640000007 0.34560342505000002 0.35675578575000005 0.48119816770000007 43.812290675100009 0.3982365797500001 43.082598263550004 0.55538756325000016 43.022303514600004 42.773538294100007 0.48140774230000011 43.509905336500005 0.56639022785000004 42.487106141350004 40.922041107600009 38.938637541200009 0.44805544745000009 0.45772581660000006 0.43808568605000003 0.55041765215000005 40.878805547300004 0.42552618185000007 0.4211999641000001 0.54422023290000021 0.40621538280000008 0.53592706805000012 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 6 -5 7 -4 14 11 -10 12 15 -14 -7 19 17 18 -17 21 -21 22 24 -24 25 26 27 28 29 -1
right_child=-2 -3 3 5 -6 8 -8 -9 10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015482615985955622 -0.0022534540936139337 -0.022566707197821754 -0.043452237113923896 0.043754664746577972 -0.039641515071394358 0.006812790273707397 0.044981745837450467 0.021390603787925937 0.028642693230706055 -0.021662702607235042 -0.0029233492922911939 0.022994327382716537 0.0029167238116191239 -0.034875447655650933 -0.023014499141141318 -0.038658198880876932 0.051278729254041977 -0.018203122598563978 0.02369891881395924 -0.028662523155343789 0.011628865482910691 0.0236938866246953 -0.056952443843653368 0.00010601527032798166 0.018978073019701076 -0.042703569940704456 0.019474974281173986 -0.018602068483305444 0.019406296498237115 -0.028541961630853072
leaf_weight=137.84662879818643 40.805137865245342 2.2517657569278517 1.6362292617559449 3.0850753337144843 2.7148064682260156 2.4344402048736793 1.8297370374202726 2.8558418134925887 4.5227802745066583 3.6507201383938073 2.7084999419748783 2.633411217306274 3.7471482771798028 3.4989312302786857 2.3978672297671437 1.397533091942021 1.7904223855584849 4.1347082960419348 6.7762618015985936 4.4367123222909859 2.6819555426482111 3.4446920924819997 2.2076109291810999 4.7670310661196709 6.3293262501247218 2.6197984468890345 6.0673700385377733 7.2495199496916021 4.9946521371603003 4.2171895490027955
leaf_count=985 594 326 37 12 21 22 5 26 29 48 25 20 38 39 24 119 7 43 54 37 17 18 70 30 34 17 43 54 25 81
internal_value=0.000267456 0.000694413 0.000913867 0.00755372 -0.00390898 0.0143916 0.0114358 -0.00222829 0.00688239 0.000165181 0.0168195 0.000543132 0.000259169 -0.0153321 -0.00798798 0.000821343 0.00873187 0.00254291 0.0130373 0.000224488 -0.0134828 0.000767357 0.000319397 -0.0179541 0.0010721 0.000376788 0.00108052 0.000357256 0.00129189 0.000655028
internal_weight=281.734 240.929 238.677 24.1853 9.03661 15.1487 6.32181 4.49207 12.0636 214.492 7.23128 210.841 208.207 7.24608 4.83231 200.961 14.0989 12.3085 8.17379 186.862 7.11867 179.744 176.299 6.97464 169.324 162.995 160.375 154.308 147.058 142.064
internal_count=2900 2306 1980 201 89 112 68 63 100 1779 54 1731 1711 77 46 1634 223 216 173 1411 54 1357 1339 100 1239 1205 1188 1145 1091 1066
is_linear=0
shrinkage=0.0461948


Tree=612
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 2 2 2 1 2 2 2 0 1 2 2 0 2 1 1 2 1 2 2 2 1 0 0 2 2
split_gain=0.125 0.673685 0.397147 0.364529 0.304499 0.275411 0.350859 0.118286 0.481968 0.189882 0.143356 0.335167 0.231336 0.272991 0.222999 0.417677 0.654238 1.09812 1.02423 0.81937 0.626149 0.283996 0.732493 0.329521 0.581822 0.562684 0.897986 0.918925 0.540457 0.548269
threshold=33.151194885250007 0.51700547890000015 0.52029879345000019 0.31308942845000004 0.56793209785000009 34.542090938800008 33.96174662340001 50.666627092000006 0.48363821445000005 51.779769178100004 50.065525775750011 49.275256100300005 0.3972336157500001 0.43706775245000007 48.680511450650009 45.673096293200011 0.54191491270000014 47.480720532750006 0.37668033890000002 0.36501901140000009 47.001379125850008 0.31148768000000004 44.921040431000009 45.027406014450008 44.527357125550004 0.46613873835000008 0.58736265385000019 0.58859016195000013 42.526729949000007 42.508878681700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 -2 10 -9 -10 11 14 -13 -14 15 21 18 -18 19 -17 -20 22 -7 24 25 -23 -27 -28 29 -29
right_child=5 2 4 -5 -6 7 -8 8 9 -11 -12 12 13 -15 -16 16 17 -19 20 -21 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0078883900197223057 -0.0030245637146369248 0.063495446132192143 -0.032113272708113885 -0.082722135529376434 0.041834214269576377 -0.061229673478641208 0.031112383760661329 -0.060780234001604427 0.016465500487088038 -0.016367030055740223 0.013930740640419669 -0.0028155834863884078 -0.06533936492919673 -0.011544392048244524 0.0091700595867876059 -0.030857775078316961 -0.026227554188294581 0.024297379511796693 -0.018466821071175761 0.025739123368272637 -0.080599940237377002 0.0011933214393370117 0.023215692355570444 0.018288532884691355 -0.025055597730598886 -0.065720515449825545 0.065136087893944747 -0.016016504280547968 -0.063504585722372692 0.067082610714578883
leaf_weight=0.21060597151517813 1.9167661695973937 0.36628057062625863 0.61126513459021226 0.5513380839547608 0.27808064249256859 0.82949517125962191 2.2423835440968105 0.55296300043119062 1.1944402984809133 1.2243115464225409 2.6294419430196276 1.2230112887918942 0.64523454429581739 0.64992078940849751 9.5626919078640622 1.9115804252214714 2.5663230638601817 3.4768255904782563 0.94450443703681264 1.6237758961506186 1.3558602631092069 231.83729316235986 0.61320217046886683 3.6153783001936963 3.0266531753586596 1.1005509384995082 0.54161224095150862 1.8530439447604301 0.68418465157446906 0.31950300931930531
leaf_count=2 36 2 24 60 92 119 36 74 21 36 33 8 22 25 56 31 40 38 27 18 22 1665 7 38 48 39 5 214 61 1
internal_value=0.00031201 -0.014218 0.0121539 -0.0576768 -0.00899137 0.000417407 0.0153802 0.000190267 -0.0114346 -0.000153503 0.000317738 0.000184365 -0.021089 -0.0383446 0.00038586 5.81164e-05 -0.01067 0.00284113 -0.0246614 -0.00486303 -0.0550888 0.000579503 -0.0253371 0.000733384 0.000468228 0.000795101 -0.019726 -0.00483075 -0.0180959 -0.00379563
internal_weight=280.159 2.01757 1.25563 0.761944 0.889346 278.141 4.15915 273.982 2.97171 2.41875 271.01 268.381 2.51817 1.29516 265.862 256.3 11.8789 6.04315 5.83572 3.53536 2.30036 244.421 1.4427 242.978 239.363 236.336 4.49889 3.39834 2.85673 2.17255
internal_count=2900 180 118 62 116 2720 72 2648 131 57 2517 2484 55 47 2429 2373 176 78 98 49 49 2197 126 2071 2033 1985 320 281 276 215
is_linear=0
shrinkage=0.0585862


Tree=613
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 0 2 2 0 0 0 0 1 0 2 2 2 0 0 1 0 0 2 1 1 0 1 2
split_gain=0.521433 2.09079 1.0352 1.98688 1.64111 0.758437 1.46918 2.66844 1.09013 1.61721 0.95967 2.08222 1.23288 1.37099 0.935269 0.849039 2.0408 1.02656 1.27829 1.78382 2.2739 4.43612 1.90288 3.93261 0.915863 1.40437 0.91045 1.38817 0.845423 0.808952
threshold=0.45206730335000006 0.56055207925000017 0.57944372925000021 0.44922307715000004 46.650420857800007 44.527357125550004 0.37852160115000005 0.53136133645000017 47.001379125850008 45.154229826150008 0.5339660489000001 0.54191491270000014 0.54422023290000021 0.55754318735000019 0.35319301815000009 0.43780126340000008 41.558544840500012 43.19689381845 42.564639561200003 0.52511900840000014 0.50356276755000018 0.34632196640000007 0.47997065955000012 0.47715637260000004 39.468990633150007 0.31810424840000007 0.34488488370000009 0.47886290830000006 0.42067602765000006 42.526729949000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 15 8 -8 9 -7 -9 -12 -13 -14 -10 16 24 18 29 20 21 22 23 -20 25 -1 -19 -28 -21 -17
right_child=1 -3 4 -5 -6 6 7 10 14 -11 11 12 13 -15 -16 17 -18 26 19 28 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00022042864707410689 -0.0028819748301568992 -3.2764775836144908e-05 -0.0026398846883232052 0.0016145600756027286 0.00022635201642140498 0.00011481112016138591 -0.0023534922440052435 0.00073791359638662637 0.00014696816381035686 -0.0023148191423410553 -0.0025775244039409743 0.0017253647878008661 0.0004315378745718647 -0.0021463538616866258 0.0012965570979772041 0.00017181043288000755 -0.0021559886590591876 0.0014775451962136879 0.00057757496813082537 -0.0004647468631981708 0.0014260316573352491 -0.0022717963720265168 0.00087598715853267359 -0.0025500441310165908 0.00096404234887056994 -0.0027780857828102476 -0.00060689916278661702 0.00059782246634558088 -0.0022109238003287525 0.0010243229409714605
leaf_weight=2.0678027844987805 0.98018821957521041 32.801412976135907 1.2757243758533143 3.3765283096581689 1.7519907150417564 3.5853925931733164 2.7395270495326249 2.8445662744343263 8.7226424347609264 1.4107145462185142 1.4994965493679044 1.1811696076765654 1.9583466453477743 1.2483330471441147 3.735099345445632 191.16586829652078 1.9650899490807203 3.2734905108809498 4.011049361899504 1.8592024315148581 3.2666179328225544 3.4434085860848418 6.9035891070961952 2.3595964657142758 2.5669471840374172 0.8007133564678951 4.2220129268243936 21.705867225304246 2.2824790608137846 4.2036524266004553
leaf_count=32 17 703 33 13 18 32 103 13 50 40 20 6 22 39 18 1172 125 12 41 23 16 24 25 29 26 51 38 118 23 18
internal_value=0.00011065 -0.000115436 0.000136857 0.000148596 -0.000981334 0.00013123 -0.000163832 -0.000698231 0.000187398 -0.000571226 -0.000178914 -0.000621894 4.64202e-05 -0.000572013 0.00049164 0.000164556 -0.000477088 0.000183649 0.000138601 -0.000278862 -4.09002e-05 -0.000327538 0.000176813 -0.000580851 0.000129887 -0.000616572 0.000522258 0.000401649 -0.00142706 0.000190153
internal_weight=325.209 33.7816 291.427 288.399 3.02772 285.023 28.9253 11.4714 17.4538 4.99611 8.73191 5.88735 4.38785 3.20668 12.4577 256.097 7.40055 248.697 219.495 24.1259 19.9843 16.7176 13.2742 6.37065 5.43546 2.86852 29.2014 25.9279 4.14168 195.37
internal_count=2900 720 2180 2129 51 2116 343 203 140 72 100 87 67 61 68 1773 234 1539 1371 181 135 119 95 70 109 83 168 156 46 1190
is_linear=0
shrinkage=0.00192234


Tree=614
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 2 0 1 2 1 1 1 0 0 1 1 1 1 1 0 0 2 2 0 2 2 2 1 2 2
split_gain=0.138576 0.454337 0.308133 0.527748 0.180898 0.253765 0.179281 0.889035 0.53619 0.457036 0.868885 1.34545 0.318695 0.793061 1.3171 0.494838 1.1982 1.24372 0.7125 1.23986 0.48034 1.59305 2.52979 1.43789 1.15037 2.494 1.66694 1.12001 0.687588 1.20543
threshold=0.50064369330000014 48.315732392000008 0.50525433370000017 48.988717865950008 0.63075955810000017 45.027406014450008 0.60665848330000005 0.47106374065000006 44.710446918150005 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.58859016195000013 0.57944372925000021 0.45772581660000006 0.46208197360000008 0.45280081435000008 0.45393850480000009 0.44705248345000009 0.56793209785000009 0.55041765215000005 39.995120105550008 41.093509583400007 0.56704889075000009 41.840895355800008 42.297164883650005 43.509905336500005 0.43166372265000008 38.592454371550012 38.386256906100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 9 -8 -9 12 -11 -12 13 15 -15 16 18 -18 20 -20 -1 28 -23 24 -24 -26 -27 -28 29 -22
right_child=1 2 3 -5 -6 -7 7 8 -10 10 11 -13 -14 14 -16 -17 17 -19 19 -21 21 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0010443489682449556 -0.05824231462621722 0.039922111875196079 0.0099748719575044314 -0.059761520484789055 -0.065686269748578718 0.059731048743847985 -0.031905719601183956 -0.0056262046584866403 0.035704649837409251 -0.069252054426666432 0.011679501204259748 -0.061989782960133168 0.018745880220347361 -0.074322313063809903 0.0064261318806588114 0.023497636131386987 0.006449226578261147 -0.06723015418736536 -0.00077128682572457177 0.047238266299479463 -0.049218194298954576 0.037768805587071373 -0.044120788658945198 -0.054046462657548859 0.061558528016783833 -0.053061223626054949 -0.01984940787362223 0.051763268651572658 -0.072024672690308975 0.056597618155564147
leaf_weight=227.41449289212323 0.13796490084496271 0.52865148521959815 1.2415949506685136 0.50307333061937232 0.58099573929575854 0.1066536009311676 1.2889195014722634 1.5503113552476859 3.1185485781170428 0.86096973444364167 3.3673872510844376 1.0802350346784804 3.1495211221044874 1.2336346560041414 1.4493462345562873 3.0998896118253461 1.3364184573292726 1.7397524830885229 4.4425380876054978 2.9550871790852398 1.2810350327345106 4.1265926342457524 1.8689638003706912 2.4180216880049548 1.9612795151770113 2.1512995371595025 1.5379919292172419 1.3554989844560621 1.5761935599148271 0.49140727519989003
leaf_count=1860 88 5 11 61 194 1 38 53 21 55 40 48 37 29 12 15 7 46 25 23 70 17 13 33 6 22 38 5 25 2
internal_value=0.000331614 -0.011747 0.0015067 -0.0101335 -0.0482408 -0.00680596 0.000466814 0.0103227 0.0219806 0.000250056 -0.0164371 -0.00621324 0.000583599 0.000365635 -0.030702 0.000686527 0.000411015 -0.0352207 0.000843262 0.0184068 0.000315489 -0.00851607 -0.000717881 -0.0147813 -0.00408341 0.0065971 -0.0147704 0.0136986 -0.0444248 -0.0198809
internal_weight=279.954 3.09893 2.27332 1.74467 0.825614 0.244619 276.855 5.95778 4.66886 270.898 5.30859 4.44762 265.589 262.439 2.68298 259.756 256.657 3.07617 253.58 7.39763 246.183 18.7683 15.4196 11.2931 8.87503 7.00607 5.04479 2.89349 3.34864 1.77244
internal_count=2900 360 77 72 283 89 2540 112 74 2428 143 88 2285 2248 41 2207 2192 53 2139 48 2091 231 134 117 84 71 65 43 97 72
is_linear=0
shrinkage=0.0574375


Tree=615
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 2 1 1 1 2 0 0 2 0 2 0 2 1 1 1 0 0 2 2 2 0 0 0 2
split_gain=0.501948 1.08734 1.51001 1.11268 2.00811 1.19146 2.66414 2.13716 1.7517 1.51617 1.1696 1.05495 1.83627 1.73405 2.69171 2.12895 1.98035 1.97991 2.03425 1.286 1.49905 1.71668 5.47871 1.17166 1.04363 1.64602 2.72727 1.51004 1.19551 3.51891
threshold=0.52324780695000006 0.39971857130000005 0.4019490434500001 0.54191491270000014 0.53592706805000012 0.53321756835000012 42.674081447500008 0.38991347565000006 0.39388042275000007 0.39584144190000009 39.039757512550004 0.48543456785000005 0.48368312325000012 43.45354240915001 0.5089817670000002 43.124157941850008 0.49967066855000003 42.564639561200003 0.36000419150000007 0.36730936200000003 0.37138109635000011 0.51243974730000008 0.50356276755000018 36.514114975300011 40.580626202750004 40.036761086100007 0.55671985870000007 0.53839705400000015 0.54475913895000005 44.269496632500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 4 5 6 7 -2 -9 -10 -11 12 -1 15 16 17 -15 18 -13 23 -21 22 -22 -20 25 27 -27 -4 29 -26
right_child=1 2 24 -5 -6 -7 -8 8 9 10 -12 13 -14 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.00010764260887725551 0.001481797724317407 0.0015072094356726896 -0.0025296073515215164 0.00067392716155254993 -0.0020502677619520177 0.000909129755637827 -0.0023669751519788812 -0.0016685511170896608 0.00075055753239489109 0.0002623280348869425 -0.0022413953543694584 0.0010270605404678658 -0.0011637001609954276 -0.0011600050465579302 -0.0027020913117851708 0.0017850172076062938 0.0011730225120960371 -0.00077069773619922602 0.00022459444597507265 0.0013395438686075805 0.0012725455145454392 0.00049031588606861741 -0.0026503669501485149 -0.0010743758034171679 0.0011702646948038111 -0.002699784005765466 0.00027225982394806858 4.622481630168524e-05 5.5303589368843113e-05 -0.0010097118497237683
leaf_weight=115.96621812066587 2.5185484662652113 2.8754105214029542 0.90472272597253578 3.4935025791637591 2.8549788903910658 2.743228390812873 2.4564626896753898 3.4812528011389059 4.376921602524817 1.337530695833266 1.5470352880656717 17.469327379018068 4.5388332065194836 2.5853314003907135 1.7169100614846682 4.2999108126386991 3.0479351910762489 5.4514148407615712 6.0208691693842393 5.7279137894511249 2.6629386022686985 20.721005500527099 2.816315658390522 4.7965074330568314 12.444375910796227 2.4973664470016947 2.2625097112904768 26.64107921593677 48.424725343153113 3.6912851764354846
leaf_count=891 9 17 13 40 21 14 51 55 23 21 29 80 24 32 53 16 27 34 27 28 13 92 37 25 51 18 36 483 573 67
internal_value=0.000113059 1.55502e-05 0.000106922 -0.00035179 -0.000519896 -0.000283225 -0.000491328 -0.000143891 -0.000525021 2.32026e-05 -0.00108046 0.000174452 5.97574e-05 0.000353214 -0.000552769 0.00044839 0.000102303 0.000360866 0.00046331 0.000232915 0.000430876 0.000232222 -0.000743816 -0.000351379 6.53548e-05 -0.000222359 -0.00128708 -3.83766e-05 0.000209326 0.000671561
internal_weight=322.372 124.551 99.7415 24.8095 21.316 18.461 15.7178 13.2613 10.7427 7.26149 2.88457 197.821 120.505 77.3164 7.35018 69.9662 5.63327 65.6663 60.2149 42.7456 31.9282 26.2003 5.47925 10.8174 96.8661 32.3057 4.75988 27.5458 64.5604 16.1357
internal_count=2900 1521 1258 263 223 202 188 137 128 73 50 1379 915 464 112 352 59 336 302 222 170 142 50 52 1241 550 54 496 691 118
is_linear=0
shrinkage=0.00196078


Tree=616
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 0 2 0 1 0 1 1 0 2 1 2 2 0 0 2 0 0 1 0 1 2 1 1 0 1
split_gain=0.121393 0.415256 0.257279 0.381762 0.572009 0.161504 0.23231 0.147896 0.735407 0.474283 0.394666 0.795366 0.273455 0.265179 0.596901 0.34831 0.276933 1.21314 1.51889 0.62341 0.545072 0.629904 0.985922 0.979443 0.787207 0.609717 1.23691 0.810608 0.694442 0.873789
threshold=0.50064369330000014 48.315732392000008 0.50525433370000017 48.461603274950008 0.65092362505000012 0.63075955810000017 45.027406014450008 0.60665848330000005 0.47106374065000006 0.61802041855000012 0.46613873835000008 0.47536001915000009 0.58859016195000013 49.275256100300005 0.39745815990000005 48.852845034800005 44.527357125550004 0.39614083410000006 0.58859016195000013 48.315732392000008 0.57600071855000012 0.56639022785000004 0.44805544745000009 0.56369569775000017 0.43808568605000003 43.162556114600001 0.4019490434500001 0.38398550940000004 0.56276758185000009 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 -3 -4 -5 6 -2 10 -9 -10 13 -12 -13 15 -15 16 20 -18 19 -19 21 23 24 25 -23 28 27 -27 29 -1
right_child=1 2 3 4 -6 -7 -8 8 9 -11 11 12 -14 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00012425178882578711 -0.05591469428828115 0.035227555955627141 0.025164049419772433 0.011678872837439225 -0.068737131981488772 -0.062427110214040758 0.057217411538304931 -0.027883748463094285 0.039658815326949766 0.0038988758587772711 -0.065705260545330074 0.0027254965184214781 -0.028562659714428382 -0.0034966656174706696 -0.059333895287140989 0.013940712302751963 0.034319749880786427 -0.013073484230373618 0.029830505671032743 -0.044027863915489913 -0.020519651677849741 0.021081810974590644 0.034829012107244053 -0.033509569278735642 -0.020989557383432569 0.0074668691967752637 0.034850620327999814 -0.02489387743688173 0.025325373542622681 -0.026478298456407433
leaf_weight=188.87057408422334 0.12716207079574759 0.52172150835394893 0.62749588675796975 0.53302168310619868 0.5454923203215003 0.53571110175835202 0.097919300198554993 1.2804544725877338 1.997193642077036 2.6045921387703856 0.79332310552854224 3.1973530592949828 1.1603267323371254 3.1871626509819175 0.7142739230475853 5.9892736710607997 1.9832516034948664 10.479652413399888 2.292304813861846 2.4457806199789038 3.5467642965959376 2.6319015522021783 4.2893709060736001 2.5234963689581482 2.7950751096941531 18.902864863513976 4.6379423167090854 2.695625187829136 3.2506596203893414 3.8396354464348397
leaf_count=1464 88 5 4 18 50 194 1 38 27 47 55 48 40 45 69 33 15 179 8 22 73 21 32 31 24 159 39 27 17 27
internal_value=0.000342005 -0.0107249 0.00130125 -0.00907389 -0.028994 -0.0459395 -0.00669775 0.00046179 0.00912194 0.0194188 0.000273278 -0.0148618 -0.00560565 0.000567386 -0.0137193 0.000780802 0.000471934 -0.00629282 -0.0115857 -0.0189307 0.000960877 0.00128585 0.0150481 0.000690809 -0.000586356 0.00107922 0.00898277 0.00342805 2.10484e-05 -0.000405788
internal_weight=279.097 2.98852 2.22773 1.70601 1.07851 0.760792 0.225081 276.109 5.88224 4.60179 270.227 5.151 4.35768 265.076 3.90144 261.174 255.185 17.201 15.2177 12.9254 237.984 234.437 9.71635 224.721 5.42698 222.197 26.2364 21.5985 195.961 192.71
internal_count=2900 360 77 72 68 283 89 2540 112 74 2428 143 88 2285 114 2171 2138 224 209 201 1914 1841 77 1764 45 1733 225 186 1508 1491
is_linear=0
shrinkage=0.0552071


Tree=617
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 0 1 2 0 0 0 0 1 1 0 0 0 2 0 0 1 1 2 2 2 0 2 0 1
split_gain=0.118397 0.645531 0.62818 0.533605 0.462569 2.17581 2.61498 1.36783 2.99212 0.488188 1.55376 0.774209 1.33262 0.638467 0.361897 0.355146 0.342258 0.213035 0.20226 0.840526 1.27436 1.28061 1.19642 0.329283 0.225892 0.501798 1.22099 0.401545 0.298041 0.279237
threshold=36.514114975300011 37.020641110850008 36.372781240150012 36.173488152900006 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.34392682850000006 35.337501601400007 0.50749977545000013 0.51243974730000008 0.52161611930000007 0.53781323915000012 0.43625939340000008 0.33263974130000007 0.42314601355000009 0.50449088350000015 0.52898116820000018 37.858673296900008 0.52324780695000006 0.54384599265000022 0.40621538280000008 0.45280081435000008 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 0.53592706805000012 0.35814795965000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 4 7 -6 -7 14 -9 -8 -11 -12 -13 -14 15 -1 -2 -18 19 -3 -21 -22 -23 -20 29 26 -26 28 -27 -25
right_child=1 18 -4 -5 5 6 9 8 -10 10 11 12 13 -15 -16 -17 17 -19 23 20 21 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.027339153178711793 -0.0034727880574620365 0.020959253421556807 0.035285143026558725 -0.037299968650049767 0.047312509304984263 -0.090228097652806732 0.057136938281253963 -0.088173957841921308 0.030520037928864319 -0.08108336671265487 0.033506214959795215 -0.060144288223900048 0.025669473879119185 -0.054009075357473117 0.041366621244113472 0.021483119419956811 -0.049779877417610252 -0.019510765605704809 -0.019713673591620299 -0.047991155231088621 0.064032414306307461 -0.062307550878306923 0.022503652078631541 0.028349858224597468 -0.034358375989637834 0.0034983332740875315 0.011185230287013613 4.3681791875350141e-05 0.024614279311123123 0.0014701032003310863
leaf_weight=0.68167995900148992 2.1280908410553812 5.5741619416512531 1.6193275708501449 0.91433024295838627 2.9900484532117826 0.8659531190060078 0.46889084577560414 1.3651063631405125 0.99283326230943192 0.55296302400529374 2.2889236405026168 0.89137782645411823 1.9887384985922838 0.31532737622364937 0.98020029626786698 0.98719148244708776 1.0442790149245413 1.583446255608578 2.2557979669472834 1.5164834365714339 0.85966423153877292 0.77107341168448318 1.0816247885159098 1.7128340513445426 3.6102071711793533 4.3242225451394907 2.8513679739480722 225.08572290172015 3.110131933062803 2.6864446577383205
leaf_count=40 14 40 12 24 13 7 2 38 9 5 16 26 41 155 14 6 9 37 24 20 2 25 33 10 34 25 26 2132 23 38
internal_value=0.00029129 9.72556e-06 0.00438346 0.00131043 0.0036074 0.00988104 -0.00530064 -0.00937616 -0.0381967 0.00600288 0.00203155 0.0104116 -0.00613122 0.0147649 0.016277 0.0015408 -0.0189807 -0.03154 0.000363292 0.00769108 -0.00979809 0.0115557 -0.0127939 7.0851e-05 0.000254226 3.91902e-05 -0.0142609 0.000436579 0.0123321 0.0119356
internal_weight=278.098 260.196 17.9029 16.2836 15.3692 10.3622 7.37217 5.00701 2.35794 6.50622 6.03733 5.48437 3.19544 2.30407 2.64907 1.66887 4.75582 2.62773 255.44 9.80301 4.22885 2.71236 1.8527 245.637 243.381 238.982 6.46158 232.52 7.43435 4.39928
internal_count=2900 2492 408 396 372 265 252 107 47 245 243 238 222 196 60 46 60 46 2432 120 80 60 58 2312 2288 2240 60 2180 48 48
is_linear=0
shrinkage=0.0520229


Tree=618
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 1 1 2 0 2 0 0 2 1 2 0 0 1 1 2 2 1 2 0 0 2 1 1
split_gain=0.576577 1.44514 0.996205 0.472254 0.766275 1.75115 1.03914 0.729994 0.626327 2.28404 0.90672 0.9642 0.607285 1.81394 1.85105 1.83433 4.64196 2.1865 2.46299 1.57451 2.15972 1.75919 1.47825 1.01075 0.883271 1.64773 1.08127 1.29589 1.23196 2.37826
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.47727612945000003 50.264779514000004 51.307674290650006 0.48363821445000005 0.34524415440000006 0.34581299960000006 41.21013581150001 0.4622167001000001 45.673096293200011 0.50579323975000012 0.50356276755000018 38.592454371550012 0.35585760905000008 40.660558922250004 0.48041974790000003 0.49967066855000003 0.37668033890000002 0.35877668335000007 39.685256516350002 36.372781240150012 0.34988473400000003 38.703421923500009 0.51589772760000019 0.51929582950000019 38.441102963850007 0.38906020780000011 0.39051226010000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 12 -6 -7 -1 9 -9 11 -10 13 14 22 23 -17 -18 -19 20 -14 -22 -5 -16 26 -26 -21 28 -28 -30
right_child=1 2 -4 4 5 6 -8 8 10 -11 -12 -13 19 -15 15 16 17 18 -20 24 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=7.3203873723361426e-05 -0.0024529867782029976 0.00048278360736850724 -0.0021077209360137131 0.00015045097095746859 -0.002599162066606217 -0.0020508886087789702 0.00067053820006334635 0.00084221292616076153 -0.0021719262089712962 -0.0026289801614057659 0.00034717227895136448 0.00061885716069644541 0.0010684458606005694 0.0012897504812886291 0.00017021502376977668 -0.0029192799051703999 0.0017866051608979756 -0.0018432226964148314 0.00095300048872557636 -0.001410927401869504 -7.846678131860075e-05 -0.0020823612131053875 0.001427925272012062 0.0011289286017771803 0.0013567735954111587 0.00017403660925306821 0.0011030173943729572 -0.0013892770417130937 -0.0036480586048735549 3.711874823637672e-05
leaf_weight=41.1384312856826 1.1603262548160262 3.292126836284297 0.69044010902143771 6.0466420110315076 1.2567413947544981 0.67709987808484617 2.6532255336642265 1.2020437846658736 1.4029279759124622 1.8511319858953355 4.1987492035841569 0.72035574167966832 2.0447774790227395 6.5436389837414017 81.638869283720851 2.6029526339843851 2.1619194522500038 2.6836988236755133 2.2071300493553281 2.4807227950077531 2.939822418615222 3.943877431564033 8.2127824202179891 4.4588438645005217 4.7308191903866819 105.97346024526632 3.9174069315195146 2.46917721023783 0.70340702123940246 15.725542010804928
leaf_count=428 33 120 129 31 24 65 35 9 58 45 37 3 10 35 374 22 6 40 22 22 16 59 33 23 31 811 18 23 8 330
internal_value=0.000123906 -0.000527356 3.36792e-05 0.000134485 0.000167482 -0.000626989 0.000117236 -3.93218e-05 -0.000533085 -0.00126236 -0.000180886 -0.00122511 0.000181419 0.000286788 0.000227131 0.000128981 -0.000681412 0.000144516 -0.000581345 9.66784e-05 -0.000700962 -0.00122656 0.000886218 0.000219865 0.000149044 0.00022458 -0.000181524 -4.78516e-05 0.00011494 -0.000120662
internal_weight=321.729 5.14289 3.98257 316.586 266.073 4.58707 3.33033 50.5136 9.37521 3.05318 6.32203 2.12328 261.485 116.556 110.013 95.7534 9.6557 7.05275 4.89083 144.929 8.92848 6.8837 14.2594 86.0977 136.001 110.704 25.2963 22.8155 20.3464 16.4289
internal_count=2900 282 249 2618 2038 124 100 580 152 54 98 61 1914 586 551 487 90 68 62 1328 85 75 64 397 1243 842 401 379 356 338
is_linear=0
shrinkage=0.00196078


Tree=619
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 0 0 1 1 2 2 0 0 0 2 1 2 1 1 2 2 0 1 0 2 1 0 0 0 2
split_gain=0.647281 1.19065 2.01806 2.51106 2.07025 1.84506 1.70012 1.04969 1.39499 1.26135 1.6225 2.57374 1.28982 1.2495 2.81873 1.92081 1.2103 1.07204 1.86717 1.31169 1.96228 1.02421 3.0355 0.978449 0.897188 0.837359 1.48384 1.65023 1.01524 0.865319
threshold=0.52324780695000006 0.48543456785000005 43.45354240915001 0.5089817670000002 0.34587287805000005 0.48368312325000012 0.49967066855000003 0.39971857130000005 0.4019490434500001 40.580626202750004 40.036761086100007 0.55671985870000007 0.53839705400000015 0.54475913895000005 44.269496632500008 0.41917906650000009 45.90502654165001 0.39584144190000009 0.39458399450000009 43.633733172900008 37.360990606650006 0.52772372085000019 0.38991347565000006 0.48181192180000004 41.348489042950007 0.42194844465000009 0.55240861050000023 0.55754318735000019 0.56276758185000009 41.093509583400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 -3 23 -4 17 -9 10 12 -12 -10 14 -11 -15 -16 18 21 20 -19 22 -2 -1 -25 -17 -27 -28 -29 -30
right_child=7 2 3 -5 -6 -7 -8 8 9 13 11 -13 -14 15 16 25 -18 19 -20 -21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=4.9805330586811454e-05 0.00038264057178638631 0.0014722356826791837 -0.0011248327300650539 -0.0026777497604934712 0.00036411393338144001 -0.0011463269863121854 0.0010579354828836867 0.0014780937725992777 -0.0024884813803537527 0.0011363651747526842 -0.0026667948580069126 0.00023905894843989902 3.9920458633255716e-06 -0.0022473051679936301 6.9828081060387701e-05 0.0013272639070708138 -0.0023005800736534791 0.00038909425069772867 0.0011051831621333437 0.00013558101960900486 -0.0024241198281529869 2.7793206632750874e-05 -0.0024970339659696858 0.0011457915259577677 0.00011480152946020589 -0.0011779617447982989 0.0013241221976700464 -0.00096578543393765343 0.0008955037736526996 1.2527271321787945e-06
leaf_weight=102.37558261049708 2.7788880178704911 7.2149901315569869 2.5812950651161364 1.7214584031607953 63.800604303833097 4.644798459019511 2.9281646744348109 2.7361218975856891 0.82433663099073484 12.290331412572412 2.5378905534744254 2.1771652730676578 25.201383553085179 1.3516160717699666 2.0984835773706432 2.1225800383836022 1.3680236218497155 1.3391775712370861 3.878270285204052 2.5548444525338709 3.3080199407413602 7.5954529785085469 2.8514628096017987 6.3773881820961815 6.6072708070278168 3.3941849805414668 4.2680769059807053 3.5231635775417081 4.9597288894001421 25.807992070447654
leaf_count=843 22 25 32 53 327 24 27 17 13 51 18 36 483 31 17 12 50 16 21 27 58 63 56 24 24 22 19 25 52 412
internal_value=0.000119419 0.000188032 0.000376215 -0.000610621 0.000476696 6.53312e-05 3.52637e-05 5.08121e-06 9.84107e-05 5.73448e-05 -0.000266692 -0.00132502 -7.49544e-05 0.00022015 0.000695926 5.51239e-05 -0.000865631 -0.000358394 -9.1182e-05 -0.000992994 -0.00161344 -0.000441998 -0.00107576 0.000114117 0.00062117 0.00012573 6.49391e-05 0.000174347 3.12376e-05 0.000145405
internal_weight=317.219 198.252 78.2465 7.23092 71.0156 120.005 5.50946 118.967 94.6611 91.925 30.7408 4.71506 26.0257 61.1842 15.7568 45.4273 3.46651 24.3061 17.1041 7.20204 4.6472 13.2258 5.63035 115.36 12.9847 44.0757 41.9531 38.559 34.2909 30.7677
internal_count=2900 1379 464 112 352 915 59 1521 1258 1241 550 54 496 691 118 573 67 263 162 101 74 141 78 891 48 542 530 508 489 464
is_linear=0
shrinkage=0.00196078


Tree=620
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 1 1 0 0 2 2 2 0 0 2 1 0 1 0 0 2 2 1 0 0 0 1 1 2 0
split_gain=0.562341 1.11756 1.69989 1.39869 1.02143 1.2216 0.842636 2.8591 1.37435 1.23947 2.80137 2.23717 1.33447 1.40734 3.26066 1.50787 2.46349 1.29661 1.44764 1.18081 1.17098 1.66988 1.07951 0.945994 0.933861 0.92118 2.11953 2.02497 2.17384 1.79974
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 42.027086531450003 0.34988473400000003 0.39584144190000009 0.53592706805000012 0.52898116820000018 41.840895355800008 41.322103772800006 40.823855932350007 0.54191491270000014 0.55671985870000007 40.036761086100007 0.4410796084000001 0.56055207925000017 0.46208197360000008 0.56859076075000015 0.56704889075000009 39.56957118270001 38.994321257850011 0.39388042275000007 0.52366695610000014 0.52772372085000019 0.48607826115000008 0.36000419150000007 0.35585760905000008 40.660558922250004 0.48218616210000004
decision_type=2 2 2 2 2 2 2 2 2 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 22 8 -8 10 11 12 -9 14 20 19 -17 18 -18 -15 21 -14 23 25 -25 27 -27 29 -29 -1
right_child=-2 2 3 -5 5 -7 7 9 -10 -11 -12 -13 13 15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00030839609615984957 1.5731173803538746e-05 -0.0021808179190119788 0.0015841143857370002 -0.00098950442796408365 0.00017042908284747887 0.0015786680837273069 -0.00041119256053333134 0.00064979530034862466 -0.0022992304297798326 0.0013347150059904583 -0.0014327837448943441 0.00095647006693159379 -7.6488242419201402e-05 -0.0022193490315984108 -0.002579694051748294 0.0020781371980220032 -0.0014522598129374652 0.00095164522197581781 0.00044432202779984129 3.0653818925961541e-05 0.00086523697479200571 -0.0021779812395056929 0.0011787302994037149 -0.001483557297449502 0.00022814390284589035 0.0012159126780100342 0.00025473474191489682 -0.0028491983201548317 0.00015315040856174071 -0.00059654394226507906
leaf_weight=58.011058673509979 122.70340204078821 1.781249633830156 1.3336303307441997 1.7140820394706677 4.6897494581062329 4.1013535838574171 2.8661010306095696 7.6962825981900087 2.6223753248341382 2.8075351268053046 4.1594455800950518 10.278023120015858 5.3383265803568083 1.4819459614809596 2.610718496143817 2.6249906590674064 2.9636549279093725 3.2592546646483243 2.7614064586814493 1.8787660310044882 2.6339947991073132 1.7945031858980653 4.3365115793421856 2.2528390767984083 2.2756820507347584 10.187383659183977 40.720248754136264 1.6579209413466736 1.7721838690340517 9.0196963734924775
leaf_count=374 1232 104 8 252 27 19 50 36 42 11 31 39 59 35 18 9 27 33 26 22 11 15 22 38 15 53 200 35 13 44
internal_value=0.000116328 0.000177546 -0.000718177 0.00013667 0.000199525 0.000827421 0.000170165 -1.92612e-05 -0.00131329 0.000116566 4.74491e-05 0.000183298 -4.34653e-05 -0.000238566 -0.000708746 0.000150189 0.000472009 2.73932e-06 -0.000537469 -0.000961512 -0.000208633 -0.000605189 0.000254203 0.000222358 -0.00062339 0.000253915 0.000447081 0.000114353 -0.00129802 0.000186627
internal_weight=324.334 201.631 4.82896 3.04771 196.802 8.7911 188.011 57.7773 5.48848 52.2888 49.4813 45.3219 35.0438 27.3476 12.3775 14.97 11.6093 8.98432 5.72506 3.36071 9.76682 7.13283 130.234 125.897 4.52852 121.368 50.9076 70.4609 3.4301 67.0308
internal_count=2900 1668 364 260 1304 46 1258 464 92 372 361 330 291 255 103 152 95 86 53 57 85 74 794 772 53 719 253 466 48 418
is_linear=0
shrinkage=0.00188464


Tree=621
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 2 1 0 0 0 2 0 0 2 2 0 0 1 1 0 2 0 0 1 1 2 2 2
split_gain=0.865234 1.27133 1.8969 1.50308 0.800111 0.792529 1.20478 0.738924 0.776865 1.43914 0.648079 2.72772 2.39975 1.90055 1.8663 2.81488 1.53357 1.4999 2.46659 1.08754 2.12134 2.62557 2.66997 1.64479 2.00404 1.5171 2.78978 1.01882 0.964239 0.933709
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.272044000450002 42.027086531450003 0.34988473400000003 42.34047585750001 0.34503457980000002 0.53321756835000012 0.47997065955000012 0.48015029490000011 43.45354240915001 0.48101853240000009 0.47760546090000006 42.773538294100007 44.215931556700006 0.53136133645000017 0.51017933595000009 0.4211999641000001 0.4019490434500001 0.52511900840000014 43.633733172900008 0.50300889195000009 0.49128768600000011 0.44705248345000009 0.46128858420000007 48.008184682100008 42.526729949000007 42.541806567400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -7 8 -2 -10 12 -12 14 -13 15 29 19 18 27 20 21 23 -23 24 -15 -21 -27 -18 -28 -9
right_child=7 2 3 4 -6 6 -8 10 9 -11 11 13 -14 16 -16 -17 17 -19 -20 25 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00020780502792604527 0.00028484075062909124 -0.0022684857653865079 0.0017703922379062398 0.00054576149107152022 -0.0021268005670210992 0.00015318074463082653 0.0016106468820734142 -0.0004751346251086145 -0.0025523999733214385 2.6343956729402128e-05 0.0024528782748537473 -0.0017997551035673531 0.00019265735676718854 0.00060514903119280152 -0.0021028781201681609 -0.0018909991883871023 -0.0010346123570030474 -5.6796433033955329e-06 -0.0023198636334379069 -0.00085008063388361023 0.0016073108568171875 -0.0024719489638898185 0.00046551290244939355 0.0012549554281715855 -0.00081698384829295343 0.0012027326050917549 0.0002732106940106162 0.0011493375617244459 -0.0023086445785926043 0.0010368054395369678
leaf_weight=188.7629281184054 1.8260312932543445 1.8879102093924292 1.2771588747855278 0.71969667888333766 0.9744291670358507 4.6583589953370375 3.8101859297603369 2.7728651475626958 1.6291978489607575 1.5708060428733004 1.822974495589732 1.9497236683964718 22.395078437402844 13.568377941846856 3.2840433474630109 3.1490493264282122 1.4970585873816191 25.337706469465047 2.9791291682049632 6.0814476720988733 5.4492591042071572 2.3420115597546092 2.2343620769679546 8.1997194662690145 5.0151896663010112 5.3067493680864573 0.85563495318638194 1.6697702519595621 1.4244108492566736 3.3125633699819446
leaf_count=1258 13 104 8 108 144 27 19 31 22 20 4 11 184 51 37 82 33 318 103 58 21 40 12 38 25 25 10 11 63 20
internal_value=0.000131797 0.000209683 -0.000761702 0.000195686 -0.000991446 0.000233615 0.000808927 6.54944e-06 -0.000715645 -0.00128656 3.66353e-05 0.000126545 -0.000184146 7.6005e-05 -0.000858232 -0.0004156 0.000120627 -0.000212327 -0.00106426 0.000328297 0.00050024 0.000307868 -0.00103777 0.000537792 0.000221355 -0.000134751 0.000438645 0.000116916 -0.00133975 0.00034788
internal_weight=327.764 202.091 4.85919 2.97128 1.69413 197.231 8.46854 125.673 5.02604 3.2 120.647 85.7335 34.9136 83.9106 12.5185 9.23448 81.9608 31.4837 6.14596 50.4772 36.8089 31.3597 4.57637 26.7833 18.5836 13.6682 7.5868 3.16683 2.28005 6.08543
internal_count=2900 1668 364 260 252 1304 46 1232 55 42 1177 823 354 819 170 133 808 465 147 343 187 166 52 114 76 156 98 44 73 51
is_linear=0
shrinkage=0.00192234


Tree=622
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 2 0 0 0 1 2 2 1 0 1 2 1 2 1 1 2 0 0 0 2 0 2 0 0
split_gain=0.544041 2.05517 1.52287 1.15942 2.08434 1.90708 1.69499 1.59679 1.35716 1.04033 2.07647 0.985631 1.33503 5.81973 1.20078 0.974716 0.857439 0.813678 0.774221 1.85457 1.59793 0.844922 1.05796 0.694069 1.4797 0.741295 2.03009 1.21783 1.536 0.715428
threshold=41.24714903835001 41.134354310300004 41.028010303750008 0.39078171310000004 0.52772372085000019 0.39584144190000009 40.036761086100007 0.53592706805000012 0.53905571685000009 0.48181192180000004 0.36000419150000007 40.823855932350007 40.036761086100007 0.42829556000000008 0.57507260265000015 0.36501901140000009 38.318569170500005 0.49091344570000006 38.771633980050005 0.37852160115000005 0.36597706655000006 37.737818700150008 0.51929582950000019 0.47997065955000012 0.47943175355000006 39.039757512550004 0.47778509625000004 40.380906245900007 0.47760546090000006 0.46594413340000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 16 -9 23 -11 12 14 -14 -10 -12 -7 -16 20 -20 -17 22 -22 24 25 26 29 28 -27 -1
right_child=-2 -3 -4 4 5 7 -8 8 11 10 15 -13 13 -15 17 18 -18 -19 19 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00050500707378582795 3.5486999512737e-05 0.0011854917664032897 -0.00096106862002430418 -0.0024596938786873939 0.0013356347294058964 -0.00031913728487633155 0.00058390550553782331 0.0012404037635690458 0.00016097872778660498 0.0011249959944408137 -0.00055517339432528516 0.00080489330506745599 -0.0035817991319768562 0.00010752966808926477 -0.0021075722310970645 0.0010764181383228822 -0.0023124793317259289 0.00019952271264885431 -0.00040368011169918529 0.0010233686055064991 -0.00047006836575283224 -0.00098803125791192413 0.00068266103709221611 -0.00061972078878725734 0.0012737675453507757 4.8522336628208009e-05 0.0021287795711576627 0.00040018298283527401 -0.0015257527441890767 0.00050445914147429687
leaf_weight=4.9109083346556925 174.71555737601011 7.0211025750031686 4.3174094804562619 2.1697498561115931 3.7602898217737666 1.4508697073906653 0.92781600449234236 3.0727740153670302 24.290434099966664 13.018340792506931 4.6094689290039232 4.1681522546568877 2.0462725572288027 5.8902518292015884 1.4696117516723455 4.6323577351868179 1.6248779967427252 0.86114009325683571 4.3448909297585514 12.658296480774878 6.1373296529054624 3.5855912342667571 5.2445513801649213 4.732682265341281 3.6941645890474311 4.4842429733835143 1.9092139601707447 5.5930561632849267 4.3240598663687706 5.0662446026690304
leaf_count=118 1573 33 34 54 16 22 10 12 210 62 24 27 18 68 126 16 21 147 31 42 31 21 28 24 13 27 7 32 23 30
internal_value=0.000107222 0.000189668 0.000141447 0.000175283 -4.90628e-05 4.64079e-05 -0.00154804 -6.1624e-05 3.48142e-05 0.000305767 0.000468841 -6.08455e-05 -0.000165266 -0.000843689 3.69911e-05 0.000261573 -0.00137219 -0.00125517 0.000364427 0.000658709 0.000109132 -0.000190239 6.10871e-05 5.10136e-05 0.00015689 -6.27187e-08 0.000348295 -0.000287585 -0.000724301 7.58432e-06
internal_weight=326.732 152.016 144.995 140.678 51.7322 48.6347 3.09757 44.8744 41.7986 88.9454 54.2308 38.7259 34.5577 7.93652 26.6212 41.2125 3.07575 2.33075 36.603 17.0032 19.5998 14.9675 11.3819 34.7146 29.9819 26.2877 11.8864 14.4014 8.8083 9.97715
internal_count=2900 1327 1294 1260 731 667 64 651 608 529 255 596 569 86 483 193 43 273 169 73 96 80 59 274 250 237 155 82 50 148
is_linear=0
shrinkage=0.00188464


Tree=623
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 2 2 0 0 0 2 2 2 1 0 2 2 1 1 1 2 1 0 1 0 0 1 1
split_gain=0.126298 1.30384 0.548332 0.351406 0.344821 0.322927 0.683398 0.285488 0.227314 0.335401 0.749374 0.209421 0.179423 0.458553 0.617942 1.87878 0.878987 0.448659 0.735045 0.372699 0.894379 0.748086 1.2938 0.571836 0.735083 0.563273 0.479498 1.38617 0.948843 1.48477
threshold=0.48627286610000009 0.61532588845000014 0.68186581240000022 0.48363821445000005 50.448116877400004 49.275256100300005 0.39745815990000005 50.065525775750011 48.852845034800005 0.63075955810000017 0.65954612140000013 0.67036915065000013 48.680511450650009 45.154229826150008 47.001379125850008 0.41640968835000008 0.54191491270000014 44.758188263300006 44.421469061800003 0.45206730335000006 0.44705248345000009 0.45772581660000006 38.771633980050005 0.46613873835000008 0.58736265385000019 0.43887907550000005 0.56501302355000016 0.55754318735000019 0.43374449865000003 0.42922367590000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 12 7 -7 9 -3 -11 -12 13 17 15 -15 -16 18 19 20 25 22 -21 -23 -25 26 27 28 29 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 14 16 -17 -18 -19 -20 21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017317952022930657 -0.059968207945387438 0.034734913656989663 -0.059640740667366431 0.021963384555367546 0.03739798689555094 -0.019071001455119502 -0.059936209692468788 0.014430307206555302 -0.023906877523689966 -0.062391162329354752 0.040976400635496533 -0.0021685248758142577 0.0087801609450349691 -0.067011887933454362 -0.014525860784293004 0.0033111583261169805 0.02893234105965228 0.021292919984218402 -0.030128861862648477 0.019129965675076278 0.023711398228017232 0.012093338755333428 -0.045531346553980959 -0.061948792492386447 0.0011977385181010797 -0.018272352811348418 0.019862913013531505 -0.034214970127626455 0.031472251908115534 -0.041342168039794076
leaf_weight=204.69921744633393 1.2083978501650552 1.0531172442861141 0.38905682555196097 2.4611645491095251 1.113000906538218 1.7127881853375577 0.85352854739176098 1.5245279809460042 0.84917839895933855 0.52346754914469773 0.61959927474890697 0.84088574381166836 8.7072103973478061 2.0329566253349167 4.1082905624061823 2.9568095086142421 2.3031598310917616 3.4306512519251546 2.414602944161742 1.4000043109699607 5.6679344625445074 5.6449825527379272 3.2803007133770734 0.8724807116959713 1.7713620005451955 4.6786963275808366 4.4058581474528173 3.4681587937520808 3.3355363332666448 2.5694295794528434
leaf_count=1575 127 40 129 20 15 23 78 22 11 81 22 25 46 73 44 20 23 31 43 21 35 57 40 50 53 52 41 47 16 40
internal_value=0.000595974 -0.00710365 0.00475192 0.000781144 0.00976315 0.000589365 -0.0151124 -0.00329445 0.00184869 0.00905006 -0.00458392 0.0161354 0.000829268 0.000562012 -0.0104798 -0.0253402 0.00108546 0.00107037 0.000786286 0.00109501 0.00162134 -0.0081914 -0.0261894 0.00197123 -0.0196409 0.00106027 0.00147428 0.00109582 0.00167731 0.00119782
internal_weight=280.896 6.5967 5.38831 274.3 4.99925 271.838 4.09084 3.23732 3.88625 3.03707 1.98395 1.46049 267.748 259.04 11.4012 4.98977 6.41145 247.639 244.209 241.794 228.825 12.9691 4.68031 8.28883 2.64384 223.157 218.478 214.072 210.604 207.269
internal_count=2900 450 323 2450 194 2430 123 45 179 168 128 47 2307 2261 160 93 67 2101 2070 2027 1806 221 61 160 103 1771 1719 1678 1631 1615
is_linear=0
shrinkage=0.0563112


Tree=624
num_leaves=31
num_cat=0
split_feature=2 0 0 1 2 0 2 2 1 0 0 1 1 1 0 2 2 2 2 2 2 2 2 0 0 1 2 2 1 1
split_gain=0.14558 0.590236 0.364924 0.358834 0.303474 0.27307 0.137161 0.500741 0.177541 0.549126 0.111906 0.683491 1.64876 0.861773 0.744818 1.30796 0.529215 2.16216 1.28519 0.855894 0.774728 0.75544 1.36449 1.26832 0.492099 0.42813 1.56348 1.25319 0.687303 0.386253
threshold=33.151194885250007 0.51700547890000015 0.52029879345000019 0.31308942845000004 33.680680957850008 0.56793209785000009 34.176526048000007 34.542090938800008 0.30949672165000003 0.37331217625000007 0.47886290830000006 0.35319301815000009 0.34587287805000005 0.36195024100000012 0.47796473160000008 40.21994457600001 43.57842012870001 42.773538294100007 44.611732354850012 42.541806567400009 42.988308018450006 41.902916368500009 41.468518788800004 0.47512050540000011 0.47905751325000007 0.34500464060000008 39.945535567850008 39.268993001500007 0.33672644530000007 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -4 -6 -8 9 -9 11 12 14 -13 16 -16 17 19 -18 21 -19 22 25 -23 -12 26 27 28 -10 -26
right_child=4 2 5 -5 6 -7 7 8 10 -11 24 13 -14 -15 15 -17 18 20 -20 -21 -22 23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0072066082120602623 0.026245405558587533 0.053642277375685866 -0.026378988094129755 -0.069802099461160616 -0.015735744289762436 0.033747242211478352 0.028124991876557492 0.014372484794564872 -0.03198873637892418 -0.052596781567005146 0.023569252919129917 0.030652476684843163 -0.039849559838488917 -0.01061402205877383 0.0083093949753867136 -0.038647343739006391 0.033005121049980005 -0.081562714022641036 -0.00094868135768791102 0.02675606171599337 -0.024894615062117955 0.010384593617371648 0.028347330147595572 -0.040772564348875981 -0.019680474151657572 0.0092229883876164022 -0.035463712651348414 0.033427653628374195 0.0021308097638328646 0.00097011533429840636
leaf_weight=0.21072126179933448 1.1463155998280843 0.32597921043634392 0.62322086619678885 0.53638291433890117 1.3005812758783566 0.27097031438552222 1.6356632934657671 0.62141744606196769 2.0974491988308852 0.60337770986370742 2.3886467129923394 3.4377988227643064 2.8941206334275185 2.0021736442286056 2.6838288977742186 3.3152282778173685 4.0508718574419609 0.9717723536305124 8.9355287144426239 3.0093090366572133 1.5903746320400385 2.1093459278345099 4.1767824012786141 2.8474588440731168 2.289625672157853 4.9424885113257906 3.730826035141944 2.4637700244784355 4.9833101672120392 207.35796005466909
leaf_count=2 24 2 24 60 24 92 24 11 36 104 12 28 36 34 12 38 21 18 71 16 32 21 21 27 15 30 28 9 30 1998
internal_value=0.000474725 -0.0130796 0.00835197 -0.0480817 0.000570786 -0.0081587 0.000464321 0.000540898 0.000375934 -0.018619 0.000461379 -0.00144043 -0.00311849 0.0154644 -0.00107057 -0.0176401 0.0010946 -0.00227715 0.00964259 0.00144535 -0.0463877 -0.00133944 0.00257017 -0.0190029 0.00100171 -0.00333973 -0.0080169 0.00271169 -0.00797602 0.000744584
internal_weight=279.553 1.96727 1.22017 0.747104 277.586 0.894191 276.44 275.139 273.503 1.2248 272.279 60.2424 54.8025 5.43997 51.9083 5.99906 45.9093 32.9229 12.9864 30.3607 2.56215 27.3514 22.3946 4.9568 212.036 18.2178 13.2754 9.54453 7.08076 209.648
internal_count=2900 180 118 62 2720 116 2696 2672 2648 115 2533 508 446 62 410 50 360 268 92 218 50 202 154 48 2025 133 103 75 66 2013
is_linear=0
shrinkage=0.0500028


Tree=625
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 0 0 2 2 0 0 0 0 1 0 2 0 2 1 1 0 2 1 1 1 1 1 1 0
split_gain=0.127175 0.600775 0.788814 1.4427 0.494744 0.675261 1.09045 0.918169 0.523118 0.471905 1.03616 0.878048 0.532378 0.404129 0.449077 0.347807 0.874227 0.430589 1.41313 1.90573 1.3514 0.406366 0.317335 0.749936 0.310491 0.598755 0.936405 1.19456 0.875061 1.21538
threshold=0.47727612945000003 0.47577916830000005 0.34500464060000008 0.34512439750000007 49.49736495185001 0.34521421515000011 0.4622167001000001 0.47440196400000006 42.207998345450008 38.115457128050004 0.4588185982500001 0.46594413340000007 0.43780126340000008 0.42314601355000009 0.31100865245000009 0.47778509625000004 42.102795028150005 0.47886290830000006 39.56957118270001 0.34488488370000009 0.34560342505000002 0.47905751325000007 41.348489042950007 0.34560342505000002 0.34458549145000011 0.34503457980000002 0.34521421515000011 0.34536391125000004 0.34569324270000007 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 9 -8 11 12 13 -11 14 -1 16 -2 18 -17 -20 -21 -19 -5 -24 -23 -26 -27 -28 -29 -30
right_child=15 2 3 22 -6 6 8 -9 -10 10 -12 -13 -14 -15 -16 17 -18 21 19 20 -22 24 23 -25 25 26 27 28 29 -31
leaf_value=0.020140910451585149 0.023529349884047146 -0.032015696832222412 0.033223695527007789 0.0032666067314238928 0.032397666894211953 -0.06248936133181561 0.020072850783999171 0.022932297245251285 -0.025239360010001283 -0.0042580521232552845 -0.032323862030023284 0.045542967231533046 0.023573620130739201 0.0088018638192209567 -0.059670362868198434 0.026487860460834105 -0.0083726078533199882 0.022970483603404264 0.0087155718902359701 -0.075085075128164078 -0.013880564692511367 -0.01857129567303694 -0.052154605996415027 0.00111263677562737 0.014993560234793797 -0.025053370953923477 0.022882531742255852 -0.015754155304648947 0.036788637592090064 0.00042248354606366155
leaf_weight=0.29680768586696205 5.9693493247032148 3.9418114351574314 2.179021067917347 1.1908842865377662 1.3836518079042424 1.2062923811827193 1.4488775793579409 5.2463762927800408 1.42097289301455 11.083674344699832 3.3658539657481006 1.5617108568549154 2.3445888804271808 2.2865887889638543 0.59939146060787607 2.2229873389005643 4.066264882683754 2.3433075607754281 3.2119514606893063 2.1338469227775931 1.9386972067877648 2.3159207799471906 1.7166663636453452 1.3137314133346079 8.2324490398168546 3.9909847602248183 6.7292123846709719 9.2852999307215196 2.6251957863569251 180.95041597361251
leaf_count=4 22 33 8 7 6 64 19 26 24 195 33 7 22 23 61 10 19 12 15 30 20 15 28 20 33 23 28 53 9 2031
internal_value=0.000455407 -0.00221351 -0.013342 -0.00184133 0.00135582 -3.59312e-05 -0.0201567 0.00302606 -0.00236296 -0.00182271 -0.00599745 0.0129546 0.000601387 -0.0030356 -0.0332381 0.000936989 0.0106032 0.000507719 -0.0105448 -0.0218459 -0.0459492 0.000993144 -0.0199419 -0.0290623 0.000752637 0.00096392 0.000396587 0.000905482 0.000138669 0.000942532
internal_weight=278.603 42.5869 10.3421 6.4003 32.2448 30.8611 4.07614 26.785 2.86985 21.5386 16.7941 4.7445 13.4283 3.18279 0.896199 236.016 10.0356 225.98 9.50748 7.2845 4.07254 216.473 4.22128 3.0304 214.129 211.814 203.581 199.59 192.861 183.576
internal_count=2900 580 96 63 484 478 107 371 43 345 250 95 217 88 65 2320 41 2279 75 65 50 2204 55 48 2192 2177 2144 2121 2093 2040
is_linear=0
shrinkage=0.0530633


Tree=626
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 1 2 0 1 2 1 1 2 1 1 0 1 1 2 2 1 2 2 0 0 2 2 0 1 0
split_gain=0.577404 1.20262 1.36059 0.873773 1.9178 1.07468 1.80055 1.06309 0.831832 2.23326 2.10709 2.10864 3.10492 1.64139 1.07876 0.772382 0.914123 1.77902 1.3333 1.8924 1.26996 0.981565 1.36311 2.36374 1.08305 3.04885 1.41625 1.05346 1.19254 1.00947
threshold=0.39167988980000007 0.39458399450000009 40.496232821400007 0.48543456785000005 0.48368312325000012 0.35877668335000007 41.495754733000005 0.48181192180000004 0.36927038110000004 38.592454371550012 0.37138109635000011 0.37982395740000008 37.797539186950011 0.37482410710000008 0.38398550940000004 0.52366695610000014 0.39584144190000009 0.39971857130000005 43.633733172900008 37.360990606650006 0.4019490434500001 40.580626202750004 40.036761086100007 0.55671985870000007 0.54475913895000005 44.269496632500008 45.90502654165001 0.57507260265000015 0.41753240920000007 0.54511840960000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 6 -5 -1 9 -7 -10 12 -12 -14 -13 -3 -17 18 19 -18 -19 22 27 -24 25 -23 -27 28 -22 -30
right_child=1 15 -4 5 -6 8 -8 -9 10 -11 11 14 13 -15 -16 16 17 20 -20 -21 21 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=6.4038077066025097e-05 0.0002475861754770739 -0.0011272970800567587 -0.0021979528305046386 0.001338590807220129 -0.0011528480379805746 0.00025750657224271666 0.00028482033940883239 0.00065297945536411906 0.0013498648000050512 -0.0014797807275524913 0.0011290962523508028 0.0010393135818486401 -0.0025381499291167973 -0.00047292985875664498 0.00017690095633591363 0.00099797130232003018 0.00040192328478517016 0.0013976008759768012 0.00020748895326954962 -0.0023406419294783724 -0.0011949623538639377 0.0010999764945245291 -0.0024387244710214373 0.00026364649865447928 6.4263326374887583e-05 0.00013994458980521769 -0.0023413079010706768 -0.0013206255222703808 0.0008002583836824236 -7.0279712495863425e-05
leaf_weight=100.26062727645331 1.5160293690860265 2.0161788781406349 1.8872411753982303 9.3434418514370936 4.4728209534659973 9.9163064844906312 16.704976385459304 12.768717546015976 6.2981492877006522 3.7754036993719629 2.3633844982832652 7.1147655267268446 2.8081531599164009 2.8812909973785281 21.729979099705815 3.8138647852465501 1.3204076578840602 2.7389723304659119 2.5768808638677001 3.1423531286418438 2.4633789432700821 12.171079734340308 2.5083409622311583 2.2863542510021944 47.549608154135058 1.9414939191192382 1.5121800069464368 2.1752963938197345 7.3127328401897129 15.059207856538704
leaf_count=837 22 73 56 51 24 42 72 47 33 41 11 32 37 30 116 21 16 17 27 57 34 51 18 36 573 17 47 273 34 155
internal_value=0.000126224 1.6989e-05 -0.00110856 0.000188347 8.17153e-05 0.000339421 0.000662803 0.00013057 0.000191347 -0.00022154 0.000322219 0.000146808 -0.000722935 -0.00149227 0.000389621 5.16268e-05 7.35193e-05 3.98634e-05 -0.000893475 -0.00152919 0.000107101 6.98863e-05 -0.000205533 -0.0011501 0.000208547 0.000647634 -0.000946464 -3.78621e-05 7.44937e-05 0.000214274
internal_weight=314.43 113.992 3.40327 200.438 117.502 82.9359 26.0484 113.029 56.8874 13.6917 43.1957 36.8976 8.05283 5.68944 28.8447 110.588 108.572 104.758 7.03964 4.46276 97.7186 94.9797 31.8053 4.7947 63.1744 15.6248 3.45367 27.0106 24.8353 22.3719
internal_count=2900 1527 78 1373 908 465 123 884 342 83 259 226 78 67 148 1449 1376 1355 100 73 1255 1238 550 54 688 115 64 496 223 189
is_linear=0
shrinkage=0.00192234


Tree=627
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 2 0 0 1 1 2 2 0 0 0 0 0 1 2 2 1 1 2 0 0 2 0 2
split_gain=0.667674 1.12705 1.09786 1.70455 3.08169 3.05061 0.978402 1.67515 1.03218 0.697866 1.09196 0.902578 1.02633 0.923399 0.847744 0.655836 2.26818 1.98697 2.50033 0.849374 0.704837 2.00771 0.823141 2.19179 1.83246 1.38107 3.249 1.90663 1.27436 2.94935
threshold=42.564639561200003 42.541806567400009 42.988308018450006 0.34581299960000006 0.34515433670000012 0.3459626957000001 0.49588335680000006 42.674081447500008 0.51929582950000019 0.57600071855000012 0.47536001915000009 0.47976108500000009 42.508878681700004 37.272044000450002 0.58626987215000004 0.55754318735000019 0.57811143375000007 0.54191491270000014 0.53592706805000012 0.42019700010000005 43.061965423550006 43.124157941850008 0.34632196640000007 0.34560342505000002 44.215931556700006 0.51017933595000009 0.53136133645000017 47.001379125850008 0.47997065955000012 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 -5 -7 -8 -9 -1 14 -12 13 -13 -11 17 -17 18 20 -19 -4 -22 23 28 -24 27 -27 -26 29 -23
right_child=2 -3 15 5 -6 6 7 8 -10 10 11 12 -14 -15 -16 16 -18 19 -20 -21 21 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0001770247357805676 -6.4553280989152753e-05 0.001358060111724407 0.0010425322987191415 0.0020421436954348596 -0.0028702445402649258 -0.0014818211633605143 0.00073633903731848589 0.00016435401269259981 -0.0018580837657141461 -0.00040725467085896724 0.0016341429425863691 0.00069050897892079701 0.0023100192193890616 -0.0021213599674100182 -0.0022393751175362538 -0.0017150652264670784 6.1427909376323314e-05 0.00040795908775948826 -0.0017136821718553227 0.0018583722169135573 -0.0018058534946661512 -0.0017652453082273173 0.00090729754148677561 -0.0013326315428249004 -0.00075352829409715304 -0.0023317752478592768 0.00047986008443286102 0.0014259640368413512 0.0011039819707219286 0.00033093233123072241
leaf_weight=212.05718051228905 3.3013339212629971 2.9241820190800345 3.1013134322129181 2.1551499255001536 2.575080185662955 2.6371135566150752 4.0372820383054204 1.5732208937406542 2.289856422576122 2.405596883691032 1.292222277610563 0.71141937440552316 0.4232611518818884 1.0971637636102967 1.5248968882951883 3.1837015566416111 16.02013000039733 2.6653765463270238 2.7875729836523524 3.3892500381916761 1.9672289721202094 3.0581983622396463 13.376888948027046 4.250306259840726 2.5272607002407295 2.7237679327372462 3.4329906813800335 3.5905518438667059 4.3775070942938319 13.129681392223572
leaf_count=1409 27 11 18 6 32 23 26 7 44 60 10 108 3 158 74 61 249 28 25 15 24 67 85 32 37 103 20 17 16 105
internal_value=0.000113412 0.000172496 -1.5243e-05 -0.000438052 -0.00129402 -4.17547e-05 -0.000467959 -0.000129535 -0.00103446 0.000156703 -0.000421397 0.000355606 -0.000384658 -0.00101529 -0.00111805 7.86908e-05 -0.000233087 0.000171694 6.28812e-05 0.00121987 0.000152054 9.93857e-05 0.000173653 -7.59535e-05 0.000415126 -0.000121244 -0.000764016 0.000525618 0.000183768 -6.50755e-05
internal_weight=324.587 222.436 102.151 18.569 5.87641 12.6926 10.5375 7.90036 3.86308 219.512 7.45456 3.52407 2.23184 1.80858 3.93049 83.5817 19.2038 64.3779 58.3233 6.05463 55.5357 52.4344 50.4672 24.8157 25.6515 12.2746 6.15676 6.11781 20.5654 16.1879
internal_count=2900 1833 1067 165 59 106 100 77 51 1822 413 279 269 266 134 902 310 592 549 43 524 506 482 220 262 177 123 54 188 172
is_linear=0
shrinkage=0.00192234


Tree=628
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 2 2 2 1 0 2 0 1 1 0 0 0 2 1 2 2 2 0 0 2 1 2 1 1
split_gain=0.797637 0.948606 0.676653 1.31367 1.00766 0.730662 1.02327 1.46121 1.30446 1.17204 1.8046 1.74817 1.27444 2.31472 1.05347 1.56897 1.02354 1.96108 1.21626 0.996784 0.838426 0.829035 1.06392 3.00878 1.84807 0.899151 0.879872 1.3506 0.81444 0.78595
threshold=51.779769178100004 0.61532588845000014 0.48627286610000009 0.6166282446500001 0.48363821445000005 41.322103772800006 41.134354310300004 41.028010303750008 41.21013581150001 0.39078171310000004 0.52772372085000019 40.036761086100007 0.48181192180000004 0.36000419150000007 0.39584144190000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 37.572218886150004 0.36501901140000009 41.395309858300003 40.823855932350007 40.036761086100007 0.55671985870000007 0.54511840960000013 39.468990633150007 0.4410796084000001 38.592454371550012 0.3982365797500001 0.45393850480000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 9 -8 12 11 -11 -1 -14 -12 28 -17 -18 -19 -15 -7 22 24 -24 -20 26 27 -26 -16 -28
right_child=1 -3 3 -5 -6 20 8 -9 -10 10 14 -13 13 19 15 16 17 18 21 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=6.1470270209935799e-05 -0.0022576936366566929 0.00025692971184532751 -0.0020872621722711699 -4.6877477484823854e-05 0.001250230327767344 -0.00087643473486570186 0.0014560714774116957 -0.00092316968099365323 0.00021979569302206777 -0.002546897556243437 0.0010787309625570158 0.00071334058422295227 0.001227424620957994 -0.00053780735311364527 -0.00031953227475717413 0.00072799221620993527 -0.0019709057060059232 -0.0011677782461381007 0.0017273144336223168 0.0004145270957032153 6.6540826900113889e-05 0.00094500316119291278 -0.0024014173912682733 0.0003399677729921855 0.00051760374629161688 -0.00097065080202916399 0.0010849106248047346 -0.0016798397980312676 -0.0023719491014709613 -0.00019005855707335818
leaf_weight=34.08518656148226 1.1281785903265693 1.0899578332900999 1.436374855620669 6.196099979311839 3.0376904837321481 3.5656334357336155 5.5246716216206533 4.2702279761433592 7.3501113103702664 1.9187596277333789 3.5519963279366484 0.88954741600900877 13.441751472651957 4.5835113339126101 1.3754293862730258 7.500088717788457 1.8697642777115095 2.7353689118754145 2.7494903132319548 35.658292505890131 152.86467983748298 4.3653169535100451 2.2924389243125907 4.1719546085223556 2.2984285829588753 2.796486632898449 4.9441480888053775 1.8782350420951841 1.4868049935903398 2.7977697760798037
leaf_count=274 81 17 111 304 19 20 21 29 39 54 16 10 62 24 19 35 12 151 8 169 1197 21 16 32 25 31 21 18 24 40
internal_value=0.000126757 -0.00102205 0.000134679 -0.000430863 0.000148426 0.000137663 0.000231414 0.000184256 0.000750291 0.000218676 -1.74556e-05 -0.0015142 0.000352178 0.000536757 7.23324e-05 -1.02978e-05 8.71452e-05 -5.8949e-05 5.62605e-05 0.000306057 4.50469e-05 0.000174595 3.40512e-05 -0.000632197 0.000280659 1.03532e-05 0.000240529 -0.000470581 -0.00138567 0.000624163
internal_weight=323.854 2.21814 321.636 7.63247 314.004 310.966 154.536 141.661 12.8748 137.391 49.622 2.80831 87.7687 53.6836 46.8137 43.2617 40.3995 32.8994 31.0296 40.2418 156.43 28.2943 23.929 6.46439 17.4646 14.7151 11.9186 4.17666 2.86223 7.74192
internal_count=2900 98 2802 415 2387 2368 1151 1091 60 1062 533 64 529 255 469 453 410 375 363 193 1217 212 191 48 143 135 104 43 43 61
is_linear=0
shrinkage=0.00192234


Tree=629
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 0 0 1 0 0 0 2 2 1 2 1 0 1 2 1 1 1 1 0 2 0 2 0
split_gain=0.129293 1.19228 0.504585 1.49563 0.828183 1.88385 0.353972 2.22302 1.44109 1.1476 2.70121 1.0497 0.596725 0.592944 2.42494 1.59747 1.35184 1.13178 1.0531 0.990242 0.994336 0.688857 0.581644 1.90217 0.561041 0.600407 0.495721 0.459709 0.440995 0.386883
threshold=0.54475913895000005 0.54317236010000014 0.41917906650000009 0.40367054880000008 0.4211999641000001 0.54585192060000021 40.823855932350007 0.55671985870000007 0.55980359870000018 0.46208197360000008 0.56323163980000013 0.56323163980000013 0.57161462230000015 41.322103772800006 41.792045663550006 0.43887907550000005 42.297164883650005 0.43967246490000006 0.57507260265000015 0.44286099220000008 43.509905336500005 0.43706775245000007 0.46128858420000007 0.47106374065000006 0.47383311875000006 0.57995269605000022 43.509905336500005 0.56704889075000009 39.995120105550008 0.61532588845000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 7 -7 -9 10 -10 -11 27 15 17 -8 21 -15 -17 20 -18 -16 26 -24 -25 -26 -21 -12 -14 -27
right_child=2 -3 4 -5 5 6 13 8 9 11 12 -13 28 14 16 18 19 -19 -20 22 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=0.00052470835821011406 0.0073774113693623094 0.024439767274889224 0.024585565422908223 -0.0615869295435977 -0.061177880780996952 -0.057179135024964363 0.038909552949371741 0.03802345030560321 -0.091886965745938062 0.061287784544088134 -0.013390817922067174 -0.0003848095661379223 -0.058299223218532009 -0.092942301542722594 0.04950089022722582 -0.047305910072315105 -0.047345180046264493 -0.016850218740944844 0.017404280884005533 0.027558927601566103 0.0018581397208731517 0.0073332619066249684 -0.078460061993307739 0.0428115037786422 0.039416842217312828 -0.02359592620719737 0.00040319474113548496 0.020954583254286056 -0.0090652753206443316 0.0020565692082823929
leaf_weight=212.84238380712486 2.1784470513230185 6.0362815025728187 3.5175971626304081 1.4918051174608988 1.4727176018059243 2.1425863204058286 3.8895734250545493 2.4283953031990668 1.1994843417778591 1.0739686340093615 1.9666233040625227 2.8110895334211818 0.83939166261552633 1.0807504281401663 2.4320489913225201 1.3532692622393372 2.3777103777974871 1.1215752261705345 1.4853954991776843 4.1629300788044956 2.2515953846741468 1.9780366246122865 0.88574793376028438 0.89647772163152595 0.90918612480163385 2.4437625030695926 3.470960775623098 2.482482752064243 1.3144356310367582 5.1316278640952078
leaf_count=1770 40 33 21 51 10 36 12 20 17 4 28 272 63 10 8 11 26 31 30 24 19 37 14 7 7 68 41 21 11 158
internal_value=0.000582967 0.00118424 -0.00158198 -0.0206537 -0.00035651 -0.00199332 -0.00032128 -0.00681613 0.000828253 -0.00690007 -0.0186332 0.0166637 -0.00532595 0.00262253 -0.000655556 0.0168211 0.00372091 -0.054191 -0.0134448 -0.00153805 -0.0234137 0.0305876 0.00411923 -0.00412868 0.0028896 -0.00132853 0.0152118 0.005773 -0.0282528 -0.00621873
internal_weight=279.668 218.879 60.7897 3.67025 57.1194 53.6018 52.1291 16.2585 14.1159 11.6875 7.80242 3.88506 6.60293 35.8706 29.1424 6.72824 26.9401 2.20233 2.83866 22.53 4.62931 4.41009 17.9007 10.2668 9.38105 8.48458 7.63389 4.44911 2.15383 7.57539
internal_count=2900 1803 1097 91 1006 985 975 472 436 416 140 276 123 503 450 53 409 41 41 364 45 45 319 254 240 233 65 49 74 226
is_linear=0
shrinkage=0.0530633


Tree=630
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 1 0 1 1 0 0 0 0 0 1 2 1 2 0 2 2 0 1 1 1 0 0 0 0
split_gain=0.950284 0.9789 0.537939 3.31901 2.15569 3.57361 1.302 1.83648 1.14053 2.51753 1.46156 1.75913 1.2051 1.05373 0.896617 0.823813 1.61094 0.72241 1.1723 0.865533 0.805931 1.40547 1.17312 1.13187 1.48528 1.11213 0.757282 1.53374 1.56296 1.57845
threshold=51.779769178100004 0.61532588845000014 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.49678153350000009 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.48181192180000004 0.51589772760000019 0.51929582950000019 0.35877668335000007 41.495754733000005 0.38906020780000011 40.982542372850013 0.52161611930000007 37.064694648750013 34.997818021800008 0.54384599265000022 0.39745815990000005 0.39772761295000009 0.46208197360000008 0.52428071015000011 0.53136133645000017 0.52646627350000019 0.52803808270000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 6 -4 -8 10 -10 11 12 -1 -6 -15 16 -12 18 -16 -19 21 22 -21 -23 -25 -26 -22 28 -28 -30
right_child=1 -3 4 -5 13 -7 7 -9 9 -11 15 -13 -14 14 17 -17 -18 19 -20 20 26 23 -24 24 25 -27 27 -29 29 -31
leaf_value=5.5022206441717829e-05 -0.0022651008647543757 0.00017676626387034676 0.0011879463104199413 0.0014499740245038878 0.00088687805920103775 -0.0020885143688245756 -0.0025246982742756522 0.00063273397715467262 0.00053955314827785778 -0.0020266855881839185 0.0013001363963754469 -0.001094238418936966 0.00066442905226299983 -0.00095693694561975733 0.0010863798448147578 7.697802361396966e-06 0.00033321401583276216 -0.0013167090741220328 -0.00020799159461359307 0.0013550162146279288 0.00063044017055882153 -0.002622705973167994 -0.0010497952334904549 0.0020352002294910304 -0.0021739094894814457 0.0011767673622747733 -0.0023472914989313377 0.00014037748124005146 0.00058652013888245088 -0.0010315096923449556
leaf_weight=104.03107003486366 1.1983385609928512 1.1357912491075692 2.5626216456294042 7.2586251720786086 5.8971798606216899 4.3127875290811062 1.1257452082936654 1.5623855860903857 2.8083024546504012 2.6288563990965486 9.5126041769981402 4.3781491750851265 12.961714290082453 2.9362793685868374 6.2694682292640191 8.6143790930509549 17.160541312769055 1.6105702612549055 4.1175835868343711 1.8472137101925903 9.1911194752901775 1.4382307620253416 1.181268021049618 0.60911779105663333 1.427371885278262 0.46694563730852667 1.5846322365105141 96.362203204655088 3.8575010546483082 4.813952577766031
leaf_count=829 81 17 10 34 27 58 29 24 11 33 51 23 47 24 27 41 72 12 30 9 42 27 161 2 54 32 37 956 35 65
internal_value=0.000121311 -0.00107688 0.000129983 0.000203182 4.90513e-05 -0.000817339 0.000226761 -0.000689547 0.000147351 -0.000701219 0.000176802 7.86467e-05 0.000122539 0.000106747 7.33404e-05 0.000514406 0.000678053 9.57862e-05 0.000573272 5.59144e-05 7.39199e-05 -0.000548476 0.000417013 -0.00129028 -0.000524805 -0.00134797 0.00011138 6.66335e-05 -0.000626236 -0.000311728
internal_weight=324.863 2.33413 322.528 169.354 153.174 9.56354 5.25075 2.68813 162.096 5.43716 156.658 121.371 116.993 143.611 137.713 35.2875 26.6731 134.777 10.3871 124.39 122.78 6.97015 3.02848 3.94167 2.50344 1.89432 115.809 106.618 10.2561 8.67145
internal_count=2900 98 2802 1141 1661 121 63 53 1107 44 1063 899 876 1540 1513 164 123 1489 57 1432 1420 285 170 115 88 86 1135 1093 137 100
is_linear=0
shrinkage=0.00188464


Tree=631
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 0 0 1 1 2 2 2 2 2 1 1 0 0 1 2 2 1 1 1 1 0 1 0 1
split_gain=0.137085 0.942102 1.04086 1.66334 0.403344 0.385435 1.48436 0.708465 0.333993 0.712173 0.642784 0.378885 0.255066 0.507618 0.869377 0.58907 0.872691 0.30081 0.520106 1.13073 1.54711 1.13342 0.642004 0.491638 0.414422 1.82197 0.772219 1.68731 1.32167 0.806455
threshold=48.988717865950008 0.39614083410000006 0.31100865245000009 0.36106703390000006 48.852845034800005 0.55671985870000007 0.48119816770000007 0.55892039160000018 0.48363821445000005 0.48627286610000009 50.448116877400004 49.700765821350011 48.461603274950008 47.833738492450003 46.177190236600005 0.37482410710000008 0.45877368940000007 0.61802041855000012 0.57600071855000012 0.45772581660000006 41.792045663550006 40.922041107600009 0.46128858420000007 0.49901200560000009 0.45393850480000009 0.46208197360000008 0.56501302355000016 0.44805544745000009 0.56055207925000017 0.43590012275000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 12 6 -5 -7 11 -10 -11 -9 13 14 17 -16 -17 18 24 21 -21 -20 -22 -19 26 -26 28 -28 29 -1
right_child=1 2 3 5 -6 7 -8 8 9 10 -12 -13 -14 -15 15 16 -18 23 19 20 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00084431477658169899 -0.075637389795592092 0.034003676887263475 -0.09903856395147434 0.068933171326530596 0.018723579163388709 0.066011233778116032 -0.068942805108362398 0.0052976922510406862 0.032888777677742925 -0.067608800890119503 0.0020379140115082267 -0.062405880600879454 -0.015727668715058547 0.020605132081357346 -0.073787238247102219 0.0022135533140312403 -0.059758110811338451 0.029461490993461206 0.0044206777111460245 -0.066356153660833528 0.049090138745507148 -0.078801401491960715 -0.00012678263768996592 -0.038128006450858828 -0.067689510019633775 0.007891589004374833 0.00065670704295961544 0.054818261809898482 -0.029759821193098734 0.019741386513527678
leaf_weight=214.97965336190828 0.62542321160435577 2.2062062919139844 0.68115681083872903 0.36848196387290932 4.2908155377954236 0.56025229487568129 0.98293662548530847 0.52470978675410129 1.7378180027008054 0.62310327345039729 1.6842833167174829 0.61769924545660615 3.2373688928782931 4.3757182864937922 0.71584596857428451 2.6792851099744444 1.1002252206671981 2.5159943793332782 0.89768521560472381 0.93481124155368878 1.4141316860914233 1.5007446245290337 2.5502944901527371 0.43294636698374223 1.5780052897753183 3.5744798627420096 6.0230589588172716 2.9369255155324936 4.7331170807592562 8.0413743625394982
leaf_count=1756 7 8 12 1 22 3 64 8 8 35 59 37 22 33 23 42 34 49 39 135 4 22 60 194 41 37 50 12 39 44
internal_value=0.0006472 -0.00588371 -0.00151532 -0.011587 0.000905313 -0.00319628 -0.0313491 0.00342292 -0.00333649 0.0045634 -0.01677 -0.0313096 0.000615954 0.000818688 0.000481287 -0.0250563 -0.0158266 0.00093664 0.000716482 -0.0146932 0.00144229 -0.047653 0.0174292 0.0195384 0.00118143 -0.015256 0.00153922 0.0184099 0.000875513 0.00152568
internal_weight=279.125 10.6121 9.98665 7.78044 268.512 7.09928 1.35142 5.74787 5.18761 4.0452 2.30739 1.14241 264.222 260.984 256.609 4.49536 3.77951 252.113 249.164 7.29767 4.89924 2.39843 3.96443 2.94894 241.867 5.15249 236.714 8.95998 227.754 223.021
internal_count=2900 242 235 227 2658 215 65 150 147 102 94 45 2636 2614 2581 99 76 2482 2239 260 199 61 64 243 1979 78 1901 62 1839 1800
is_linear=0
shrinkage=0.0585862


Tree=632
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 2 2 0 0 2 2 2 2 1 2 0 1 2 1 2 0 1 1 1 0 1 0 1 0 2
split_gain=0.745688 1.23069 1.65252 2.27141 1.53912 1.63446 1.14 2.01946 1.79002 1.23555 1.16146 1.35542 1.13269 1.12541 1.88943 1.31723 1.72865 1.0486 1.04434 1.03926 3.67171 3.00852 3.2911 2.42142 2.01624 2.23091 2.10558 0.985299 0.908126 1.83284
threshold=0.47727612945000003 0.39078171310000004 0.52646627350000019 40.305698932850007 0.52428071015000011 42.718072821900002 40.621691032550004 0.51589772760000019 0.52290350590000012 43.124157941850008 43.57842012870001 44.086690780350004 40.337496327150006 0.3447651268000001 40.421032462050007 0.47577916830000005 0.3447052483500001 41.792045663550006 0.39167988980000007 42.178283198950005 0.48101853240000009 0.34515433670000012 0.3447651268000001 0.34545372890000009 0.48119816770000007 0.34560342505000002 0.48320409570000006 0.3459626957000001 0.46594413340000007 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=13 6 3 -3 5 -5 12 9 -9 19 -11 -12 -2 15 -15 16 -1 -16 -4 21 23 22 -8 -21 25 -23 -26 -28 -19 -30
right_child=1 2 18 4 -6 -7 7 8 -10 10 11 -13 -14 14 17 -17 -18 28 -20 20 -22 24 -24 -25 26 -27 27 -29 29 -31
leaf_value=8.2206411616080079e-05 0.00038497176778384801 -0.0026607919620463038 0.001418923437676402 0.0016083522450523113 -0.002229431267315837 -0.0011612473084084193 0.00053786109983377465 -0.0024514502202292411 -0.00019979626774000415 0.0011826200682510588 -0.00049049802663478348 0.00076049877870100035 0.0012281276733916787 -0.0025422440203955871 0.00046774568173730836 -0.0014614747370443432 0.0018107816047116727 0.00031794268593219612 4.4227223256459864e-05 -0.0004009137883944118 0.00025210309215554404 0.00032334334688969397 -0.0017941023103204183 -0.0027579810903537497 -0.00093074752050759113 0.0019262771273680602 0.0012096654029419044 0.00014892399170060328 -0.0024769326221614099 -0.00040046501081585144
leaf_weight=29.036277532868557 59.234490499831736 1.9596938712056715 2.080936547368764 1.9350897530093791 1.0146972968941552 1.3276418284513054 4.1237368285655958 1.9650707566179324 3.8824696657247841 8.1300147175788897 5.3286757431924334 8.0137119563296419 6.5376380681991568 1.5113224257802382 4.7034637005999675 1.8460596841759969 2.3078323602676383 2.8426978959469116 109.57173800265446 3.5353315249085453 15.203772189095615 6.4502719268202764 4.8866165243089199 2.9583024121820927 5.0379206165671375 6.3842897973954678 4.9339095950126639 9.4033947214484197 2.128408605232833 5.9964742865413427
leaf_count=351 273 43 7 9 32 67 15 29 36 30 25 45 30 55 27 12 6 33 1387 26 69 27 30 33 22 17 17 51 27 69
internal_value=0.000124757 0.000164289 1.60556e-05 -0.000946903 -0.000161689 0.000481371 0.000276303 0.000136011 -0.000956466 0.000211711 0.000609873 0.000260876 0.00046878 -9.02006e-05 -0.000489549 0.00011654 0.00020948 -0.000291586 6.98482e-05 7.58266e-05 -0.000264704 0.000255075 -0.000726841 -0.00147472 0.000529755 0.00112069 0.000138307 0.000513958 -0.000617227 -0.00094442
internal_weight=324.272 273.899 117.89 6.23712 4.27743 3.26273 156.01 90.2375 5.84754 84.3899 21.4724 13.3424 65.7721 50.3725 17.1824 33.1902 31.3441 15.671 111.653 62.9175 21.6974 41.2201 9.01035 6.49363 32.2098 12.8346 19.3752 14.3373 10.9676 8.12488
internal_count=2900 2320 1545 151 108 76 775 472 65 407 100 70 303 580 211 369 357 156 1394 307 128 179 45 59 134 44 90 68 129 96
is_linear=0
shrinkage=0.00192234


Tree=633
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 0 0 1 1 1 0 0 2 0 2 0 2 2 1 1 1 2 2 0 1 0 0 0 1
split_gain=0.129768 1.61777 0.848686 0.537063 1.41964 1.46926 1.32888 0.635915 1.50038 1.27027 0.790864 0.755396 1.23437 0.708358 1.5201 1.31584 1.34978 0.930829 1.38308 1.28793 0.925584 1.08736 0.624406 0.817287 0.665761 0.650927 1.62716 1.58672 1.05362 1.05572
threshold=41.24714903835001 41.134354310300004 41.028010303750008 0.39078171310000004 0.52772372085000019 40.036761086100007 0.52803808270000008 0.48181192180000004 0.36000419150000007 0.36501901140000009 0.34632196640000007 0.47997065955000012 0.47943175355000006 39.039757512550004 0.47778509625000004 40.380906245900007 0.47760546090000006 38.938637541200009 38.115457128050004 0.34392682850000006 0.33263974130000007 0.31810424840000007 40.823855932350007 40.712530798250008 0.57600071855000012 0.4274273225500001 0.54384599265000022 0.55671985870000007 0.55980359870000018 0.45051046375000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 11 10 -10 -9 12 13 14 17 16 -15 18 19 20 21 -1 23 24 25 -8 -27 -28 -29 -30
right_child=-2 -3 -4 4 6 -7 22 8 9 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.017730061740903014 -0.00052547691814707473 0.031320470370500772 -0.025345509029960432 -0.076787716039429299 0.062640781618615277 0.018459794012553325 -0.0095523922081618418 0.012076185836646347 -0.027317110891132566 0.0067104423214416342 0.043168272888056844 -0.024622045907392493 0.034801951129377111 -0.0022519713837878944 0.062728333649334361 0.011383969601133069 -0.049653463640050723 0.04803643875764009 -0.061788271481561179 -0.05118739290938195 0.040811849867324543 -0.07015923241929943 0.020081029672187452 -0.052723902408027282 -0.039154293052336121 0.051622706919097955 -0.041096268638636947 0.04436202095474788 -0.031140586395170113 0.012490381084011364
leaf_weight=1.4239928249735476 148.90251675297623 5.9090781371633048 4.0366959495586334 1.6622838790935923 1.0496223401278246 0.78737865481525648 17.095098241639789 5.525736737996338 4.0812475981656453 31.977059105876833 5.2757847290486097 4.264385823160409 3.2093696743249884 3.8652225602418167 1.4484527260065068 4.8653721171431243 4.0672906115651131 1.0991980824619529 1.3203187654726205 1.1412445590685818 2.4775858544744551 0.6891463906795251 3.5655807817747691 1.1516882192881883 1.6495300372134796 2.2694064108654848 2.6186985615058793 2.1842120434157541 2.5770190389594045 6.3079055800772039
leaf_count=29 1573 33 34 54 4 10 151 29 24 169 33 24 13 27 7 32 23 5 13 47 20 34 28 16 300 10 39 18 40 61
internal_value=0.000631199 0.00196019 0.000557518 0.00143142 -0.00371395 -0.0461729 -0.00114381 0.0043094 0.00848421 0.00285904 0.0272625 -0.00223967 0.00148769 -0.00328589 0.00850791 -0.0121326 -0.0265565 -0.00112662 -0.00878937 0.00341855 0.0169935 -0.0109328 -0.00284222 -0.0051219 -0.00354208 -0.00176479 0.00657811 -0.000890164 0.00862166 -0.000164519
internal_weight=278.498 129.596 123.687 119.65 42.9184 2.44966 40.4688 76.7314 46.8598 36.0583 10.8015 29.8716 25.6072 22.3978 9.59994 12.7979 7.93251 8.15149 7.05229 5.73197 4.59073 2.11314 39.4191 35.8536 34.7019 33.0523 15.9572 13.6878 11.0691 8.88492
internal_count=2900 1327 1294 1260 731 64 667 529 255 193 62 274 250 237 155 82 50 148 143 130 83 63 663 635 619 319 168 158 119 101
is_linear=0
shrinkage=0.0574375


Tree=634
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 1 1 2 0 2 1 2 1 0 0 2 1 2 2 0 2 0 2 0 2 2 1 2
split_gain=0.633951 1.16993 2.02892 1.61526 1.91623 1.62721 2.25548 1.27323 2.58101 3.91465 1.98141 1.80854 1.75682 1.57341 1.38273 0.762031 0.745687 1.58341 0.70146 0.699386 1.31699 2.7899 1.0056 1.16121 1.42878 1.80085 0.639854 3.05982 2.33373 1.24831
threshold=0.38906020780000011 0.48543456785000005 0.48368312325000012 43.45354240915001 0.34587287805000005 0.5089817670000002 0.53321756835000012 0.37982395740000008 0.37138109635000011 39.852039223600009 0.50300889195000009 42.564639561200003 0.36000419150000007 38.771633980050005 0.36927038110000004 0.48181192180000004 0.53136133645000017 44.215931556700006 0.34829795515000012 43.812290675100009 41.395309858300003 0.52468488970000016 40.305698932850007 0.52215502530000013 39.091773401050006 0.52772372085000019 42.178283198950005 42.686561923500008 0.34545372890000009 41.532441862050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 -3 -5 -7 8 10 -10 11 12 18 -9 -12 26 17 19 -6 20 22 -22 23 -2 25 -25 29 28 -28 -1
right_child=16 3 -4 5 7 6 -8 13 9 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=3.2560189368301794e-05 -0.0013172256723734471 0.0014360116557460968 -0.0011943474005054451 0.00032194773923045728 0.00030876764359400057 -0.0026002725940036833 0.00035583359102969389 0.00019379690751933958 0.00028487151943970112 -0.0026928299280199732 0.00033348237225245446 -0.0010078983871710562 -0.0002326662765543497 0.0014861784260793939 0.0017512198578939107 0.00056558719350176712 8.5756833615202688e-05 -0.00208730940941623 0.0012961934623702193 0.00094667231974432365 0.00074447477162257472 -0.002451209254120533 0.0010481612509714055 -0.0014241405418406047 0.00080148743150025602 0.00063090431747208037 -0.0004581583410205426 0.0001319562424631629 -0.0026624949414098191 0.00067327159549019787
leaf_weight=44.33507902213023 2.864738883392433 7.0256927870213977 4.5081737455911925 5.259374871850012 4.5379853919148498 2.1999902627430861 1.683822634629905 6.609824098646639 4.1921976935118428 2.6710098087787628 4.5602733306586725 4.3272149078547946 9.8106316030025464 7.3543986231088638 5.7445125207304955 12.641730826348065 100.71778770165838 1.6798261498915952 6.4194873869419098 1.9513463461771596 1.6479238618630905 2.6059784479439259 2.7440726226195684 3.7225848021917027 5.1762038599699736 2.7324028462171555 5.4069566398393345 35.227861458086409 2.6420760797336698 15.052356045460327
leaf_count=333 31 25 24 28 20 48 10 31 23 32 23 24 46 23 29 47 1279 88 32 16 16 53 21 50 25 20 56 317 35 95
internal_value=0.000117916 0.000187359 7.0779e-05 0.000380297 0.000489466 -0.000374943 -0.00131866 0.000371194 0.000204916 -0.000873985 0.000414088 0.000122656 0.000358216 0.000874443 0.00112382 0.000120242 1.18484e-05 -0.000284425 0.000887256 -0.000155251 -0.00025529 -0.00121323 -1.89219e-05 -0.00022092 4.90976e-05 -0.000554238 6.5404e-05 -0.000112375 -0.00118173 0.000194955
internal_weight=318.054 192.211 119.814 72.3964 63.2532 9.14319 3.88381 56.2275 42.2633 6.86321 35.4001 25.0953 20.7681 13.9642 10.3048 115.306 125.843 25.1251 10.9575 23.4453 21.4939 4.2539 17.24 14.4959 11.6312 6.45499 102.664 43.2769 8.04903 59.3874
internal_count=2900 1301 907 394 308 86 58 283 229 55 174 122 98 54 52 883 1599 320 52 232 216 69 147 126 95 70 836 408 91 428
is_linear=0
shrinkage=0.00192234


Tree=635
num_leaves=31
num_cat=0
split_feature=2 1 0 2 0 0 1 1 1 1 2 2 2 0 2 0 2 1 1 1 1 1 1 1 2 0 1 2 1 2
split_gain=0.124117 0.351991 0.182538 0.925832 0.130525 0.464236 0.579174 1.24636 0.401809 1.31129 0.922745 1.13878 0.962776 0.313713 0.755266 0.336786 1.13924 1.65708 1.88751 0.303576 1.90198 1.19511 1.26824 1.02924 0.720625 1.08955 0.865101 1.68273 1.45271 1.0863
threshold=50.666627092000006 0.48363821445000005 0.5810754169000002 52.781270016900002 0.47727612945000003 0.47577916830000005 0.34500464060000008 0.34512439750000007 0.3447651268000001 0.3447052483500001 43.968221017800005 42.207998345450008 40.79983011445001 0.47778509625000004 42.102795028150005 0.47886290830000006 39.56957118270001 0.34488488370000009 0.34566330350000002 0.35585760905000008 0.35759408400000009 0.35877668335000007 0.36106703390000006 0.34988473400000003 41.322103772800006 0.48041974790000003 0.34569324270000007 42.852084787850011 0.3459626957000001 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 -7 -8 9 -1 11 12 -10 14 -6 16 -15 -18 -19 23 -21 -22 -23 24 25 -17 27 29 -28 -26
right_child=1 2 3 -5 13 6 7 -9 10 -11 -12 -13 -14 15 -16 19 17 18 -20 20 21 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.00050204069544053495 -0.05665609434561112 0.013869757054590141 -0.07515324324688917 0.024091294604210677 0.023508224885284368 -0.028610062065439666 0.032425239638847046 -0.019225766591549603 -0.062351317685220828 0.047072013043354635 0.01877165200163489 -0.065310194761085197 0.02233110100536911 0.026194715485811645 -0.0073975886805593095 -0.0080043465008424516 0.0094656624146336361 -0.0786451511595882 -0.0023906467942473053 -0.058651115776102249 0.044752477164905005 -0.043579941766988171 0.00061425120345982018 0.028250830511493685 -0.0087983371933050818 0.019882790946793696 0.021758869184157707 0.0081913333012343138 -0.0068769542426744684 -0.046518413862933074
leaf_weight=24.718632410542345 0.43495518667623345 1.0878151096403601 0.4931841258658094 0.68357917596586049 5.8730404824018461 4.0274815257871506 2.144280880689621 4.238291896879673 0.57312888377782645 1.9912432804703701 1.8715837039053438 1.5157959811622275 1.4305624966509638 2.1137034371495229 4.0870440676808357 6.2674174755811718 3.2352985106408596 2.159856984391809 1.8255605818703768 1.6718523986637581 1.8422663956880558 2.0066011361777774 144.25753466226888 5.0963315628468981 4.8052054867148417 13.398444935679434 9.3279261961579341 7.4056485723704091 12.820725359022616 4.5119400434195995
leaf_count=351 74 8 29 20 22 33 8 55 52 6 11 46 18 10 19 31 15 31 19 15 10 13 1730 33 21 63 32 31 57 37
internal_value=0.000610991 -0.011169 -0.00243239 -0.0175023 0.000726538 -0.00208638 -0.0122172 -0.00187316 0.00119897 0.00397387 -0.0125492 -0.0292049 -0.00189116 0.0012404 0.0108263 0.000811773 -0.00945259 -0.0198875 -0.043716 0.00126073 -9.64574e-05 0.000564518 7.95003e-06 0.00445521 0.00238353 0.0109953 -0.00197334 -0.0114517 0.00518305 -0.0270647
internal_weight=277.917 2.69953 2.26458 1.17676 275.217 42.511 10.4101 6.38257 32.1009 26.7099 5.39107 3.51949 2.00369 232.706 9.96008 222.746 9.33442 7.22072 3.98542 213.412 149.778 148.106 146.264 63.6336 58.5373 19.6659 38.8714 16.7228 22.1487 9.31715
internal_count=2900 131 57 49 2769 580 96 63 484 357 127 116 70 2189 41 2148 75 65 50 2073 1768 1753 1743 305 272 94 178 89 89 58
is_linear=0
shrinkage=0.0552071


Tree=636
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 0 1 2 1 2 0 1 0 0 0 1 2 2 1 2 2 2 1 2 1 0 2 0 2
split_gain=0.120738 0.568114 0.559008 0.452106 0.400279 2.0207 2.33813 1.17952 2.606 0.460482 0.920937 0.419803 0.3299 0.267363 0.439954 0.247625 0.23144 0.311256 0.196747 0.765457 0.603496 0.902099 0.37928 0.276998 0.20016 1.09856 0.88371 0.783082 0.556065 0.840063
threshold=36.514114975300011 36.372781240150012 37.020641110850008 36.173488152900006 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.34392682850000006 35.337501601400007 0.38780276035000005 34.997818021800008 0.54384599265000022 0.36543816055000006 0.56793209785000009 0.56859076075000015 0.52104727400000017 0.33263974130000007 35.616518500750011 37.858673296900008 0.37668033890000002 37.511241581900002 37.272044000450002 38.052786106700005 0.39724858540000008 38.592454371550012 0.36000419150000007 0.52772372085000019 38.771633980050005 0.54279811980000015 38.441102963850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 7 -6 -7 16 -9 -8 11 -11 -2 -13 -15 -14 17 -1 19 -4 21 -21 -20 -22 25 -24 -27 -26 -28 -30
right_child=2 -3 18 -5 5 6 9 8 -10 10 -12 13 15 14 -16 -17 -18 -19 22 20 23 -23 24 -25 27 26 28 -29 29 -31
leaf_value=-0.02229076231530213 -0.047234958827302803 0.043047500825299304 0.031279782506850554 -0.041348025339870455 0.057783700289847313 -0.10718022751369262 0.026086038538602623 -0.10290199732678408 0.03645657522604983 0.025347798628030237 -0.072608038351837989 -0.07510192773705926 0.0081309290886942016 0.064248765095330326 -0.065909219162909788 -0.027413837626924516 0.046781338715935664 0.034707094181141068 -0.02621811211052659 0.0082507401934370193 0.041939853281901918 -0.06337513431748884 0.041885101175806266 -0.00038091184472019874 -0.033556327567503777 -0.040135577651220999 0.031892297494387205 0.0006279959809758843 -0.047706875837972458 0.030242508354735111
leaf_weight=0.81724916334496744 1.4635280852671702 1.5646723517129437 4.0323260019067657 0.93875556386774484 2.9036459214985353 0.84578093420714129 2.9358370932750404 1.3253899399605873 0.97404003795236338 1.8843710054643459 0.74182875623228017 0.33222261461196456 1.5804887069389226 0.22699540760368109 0.20842496515433595 1.7043403881834818 0.891075322870165 0.78677079733461142 2.2276736838502975 1.5457614001643381 1.0758396945893767 1.4039006642342426 3.0515216219937411 1.6236839572666211 2.8384683484327971 2.0655936315306462 2.4646363221108913 229.50366232520901 1.2689213438861773 1.0631110113608881
leaf_count=38 12 12 33 24 13 7 19 38 9 15 50 24 7 2 135 41 14 8 24 24 7 19 18 37 24 21 14 2168 30 13
internal_value=0.000647752 0.0058672 0.000297447 0.00218813 0.00493593 0.0122546 -0.00616939 -0.0104494 -0.0438696 0.00732782 -0.00889893 0.00892195 -0.021692 -0.0313994 0.00194536 -0.0103115 0.02035 0.00566665 0.000708257 0.00975195 -0.00561437 -0.0258398 0.000350129 0.0164852 0.000594438 0.00959546 -0.00476315 0.000210374 0.0104693 -0.0121718
internal_weight=276.291 17.3771 258.913 15.8124 14.8736 10.0791 7.17546 4.79453 2.29943 6.32968 3.39384 2.65201 4.74836 0.767643 0.43542 3.28483 2.4951 1.60402 254.165 9.68151 5.64919 2.94966 244.484 2.69952 242.256 9.91378 6.86226 232.342 4.79667 2.33203
internal_count=2900 408 2492 396 372 265 252 107 47 245 226 176 60 161 137 48 60 46 2432 120 87 43 2312 44 2288 96 78 2192 57 43
is_linear=0
shrinkage=0.0646839


Tree=637
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 0 2 1 0 1 0 1 0 1 2 2 0 1 1 0 0 0 0 0 0 0 2 1 2
split_gain=0.135703 0.545469 0.370296 0.316934 0.296213 0.259453 0.430674 0.248522 0.457835 2.03952 1.18682 0.968767 0.881558 0.9542 0.545133 0.79737 0.259528 0.818679 0.175353 1.93594 0.668055 0.368151 0.33643 0.773902 0.531331 0.99844 0.394275 0.596329 0.556471 0.349055
threshold=33.151194885250007 0.51700547890000015 0.31308942845000004 0.52029879345000019 0.38185982460000006 0.53136133645000017 0.56793209785000009 35.97706729810001 0.36597706655000006 0.49850303880000008 0.33960061075000009 0.51243974730000008 0.38906020780000011 0.53781323915000012 0.41129008115000004 33.384956903900012 36.372781240150012 0.51929582950000019 0.34193587020000005 0.32600820335000008 0.43780126340000008 0.4588185982500001 0.43447800965000011 0.42646926740000007 0.3972336157500001 0.41155953415000007 0.39672464895000009 48.919835655300012 0.31100865245000009 44.921040431000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 8 9 10 -2 -10 -13 -14 -15 -16 17 -9 19 20 22 -21 23 24 26 -26 27 28 29 -18
right_child=7 3 -4 4 5 6 -8 16 11 -11 -12 12 13 14 15 -17 18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.01171518561891967 0.029039837901010789 0.064887836961404405 -0.08426460456175848 -0.08911951329478697 0.062595212973819092 -0.073313809361805857 0.039685030541245621 -0.054741991533040095 -0.032786876631826785 0.067415535530022802 -0.042590712602530625 0.066055267689978853 -0.069547564179266594 0.061896100743590823 0.05231725874387682 -0.070584161560268685 -0.063228202958658275 0.016884737872702747 0.00087452863033292351 -0.032669271930271769 0.041938651593281064 -0.083614345685794761 -0.028097395593667931 0.041715184354465938 0.0068842344401684489 -0.085844574817206656 0.025382033020190872 -0.038054318588303757 0.031013453377209253 -0.0016309261330047702
leaf_weight=0.20894451439380546 1.6793958079069837 0.29480820894241311 0.52353193877570448 0.14100820198655128 0.22035267949104309 0.25039246506639756 0.25085513569683826 1.2144923874875524 2.3223435301333666 2.2114840745925903 1.7599779135780407 1.0094207525253298 0.58249935641652006 0.69440980255603768 0.37354963686084375 0.41293048259103671 0.44827061303658089 1.1582942790410014 244.43217976837695 0.98376513598486726 1.4398471675813187 1.1350462096743283 1.5913743525743473 1.5522267520427711 0.95216131885535993 0.788785669952631 2.0023477226495743 1.5566163919866083 1.8143700542859731 1.4389416165649889
leaf_count=2 14 2 60 2 3 19 92 13 15 10 29 5 17 4 8 66 93 35 2243 22 9 31 14 6 17 30 7 13 8 11
internal_value=0.000554781 -0.0157223 -0.0568856 0.0103281 -0.00831848 0.00747088 -0.0167622 0.000667234 0.00962346 0.0217487 -0.00761456 -0.00307651 0.0193778 -0.00345713 0.0225392 -0.0122104 0.000290368 -0.0197768 0.000473408 -0.00577012 0.00268183 -0.0599605 -0.00197221 0.00196715 -0.00488704 -0.0351292 0.00236448 -0.00640072 0.00691048 -0.0162622
internal_weight=275.445 1.88989 0.732476 1.15742 0.862608 0.7216 0.501248 273.555 11.046 5.65086 3.43937 5.39515 3.07281 2.06339 1.48089 0.78648 262.509 2.37279 260.136 15.7038 13.5849 2.11881 12.1451 10.5537 9.00149 1.74095 7.26055 5.2582 3.70158 1.88721
internal_count=2900 180 62 118 116 114 111 2720 168 53 43 115 100 95 78 74 2552 48 2504 261 208 53 199 185 179 47 132 125 112 104
is_linear=0
shrinkage=0.0609531


Tree=638
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 0 0 0 1 2 0 1 2 2 0 0 2 1 1 2 2 2 1 0 0 2 2 0 0 2
split_gain=0.134027 0.545512 0.130591 0.163503 0.591436 0.651657 0.945679 0.671201 0.868515 0.324941 0.330001 1.04531 0.578421 0.332637 0.728674 1.2263 0.94916 0.355322 0.993414 0.345914 0.501026 0.47648 0.427142 0.817462 0.833677 0.523973 0.53905 0.75238 0.438976 0.409698
threshold=0.30949672165000003 0.37331217625000007 0.31063441215000004 48.988717865950008 49.49736495185001 0.47648274005000008 0.55671985870000007 0.5810754169000002 0.49901200560000009 48.852845034800005 0.41197868325000003 0.31728091975000011 48.461603274950008 45.673096293200011 0.54191491270000014 0.53225951315000009 47.480720532750006 0.37482410710000008 0.37852160115000005 45.027406014450008 44.527357125550004 44.758188263300006 0.46613873835000008 0.58736265385000019 0.58859016195000013 42.526729949000007 42.508878681700004 0.62143349005000015 0.63514565435000014 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 -5 -6 -7 -8 -9 10 12 -12 -4 19 15 17 -16 -15 -19 20 22 -22 29 -24 -25 26 27 -26 -29 -13
right_child=2 -3 3 4 5 6 7 8 -10 -11 11 13 -14 14 16 -17 -18 18 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.018179430893366211 0.015509337672235118 -0.060238551127159333 0.043587998737815006 -0.029794692578045467 0.040609597846341126 -0.068811260862222418 0.023981455879748668 -0.07006662585637019 0.0051998957594454505 0.016582626801873824 -0.065065353761241826 0.00038872637368340723 -0.0094369588526512557 -0.034450989965011995 -0.024784611974575523 -0.080167233333501772 0.020879166037279264 0.048156509386532133 -0.0293139585131558 0.018865014306002903 -0.047731749075980164 -0.0016218729963979499 -0.063681219408257966 0.063788344289345947 -0.061693580037936284 -0.062190998859140027 0.065894049136088831 0.02890044603801422 -0.060613151254806624 0.0079289417366444313
leaf_weight=0.61909435875713714 1.913515344262122 0.55504022151581012 1.5410815504437771 2.6805606366833654 1.1935120895504949 0.69536810545832839 2.4300384803209454 0.74968512519262764 1.5546296706888822 4.1907174680382004 0.80590435233898361 205.71940160681334 1.21282023191452 1.2770455069839939 2.443565707129892 1.0838359426707027 3.8960566924070008 0.94785030465573106 1.2882474015932528 3.482676319545134 1.3664153303252526 1.6110674540977923 0.96041704814706363 0.51317106001079116 0.70203186491562597 0.62542213172127947 0.32311895489692677 1.0079505304747725 0.22022950245718664 26.879328529117629
leaf_count=11 12 104 52 40 5 58 35 36 62 22 29 1577 5 25 40 15 41 9 33 36 29 18 63 5 104 61 1 35 147 190
internal_value=0.000473777 -0.0188905 0.000556964 0.000451543 -0.00703108 0.00218183 -0.00626502 0.0029216 -0.0192873 0.000717156 0.000459359 0.000245911 0.0202358 0.00045285 -0.00934646 -0.0267572 0.00327836 -0.0102797 0.00352468 0.000893138 0.000632268 -0.0227824 0.000926493 -0.0169012 -0.00365548 -0.0156781 -0.00276827 -0.0142624 0.0128494 0.00126008
internal_weight=274.49 1.17413 273.316 271.402 9.30379 6.62323 5.42972 4.73435 2.30431 262.098 257.908 255.154 2.7539 254.348 10.9366 4.59698 6.33962 3.51314 2.2361 243.411 239.929 2.97748 236.951 4.35234 3.39192 2.87875 2.25333 1.93021 1.22818 232.599
internal_count=2900 115 2785 2773 236 196 191 133 98 2537 2515 2458 57 2429 163 82 81 67 42 2266 2230 47 2183 416 353 348 287 286 182 1767
is_linear=0
shrinkage=0.0574375


Tree=639
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 1 2 2 0 1 0 0 1 0 1 2 2 0 0 1 2 1 1 1 0 0 2 0 2
split_gain=0.121067 0.361279 0.505187 0.591748 0.433934 0.274054 0.659108 0.225929 0.204493 0.124735 1.54865 1.09103 0.481707 0.543089 0.961169 0.411778 0.411414 1.75194 1.55451 1.62716 1.20716 1.15356 1.00082 1.24381 1.67708 2.83977 1.23665 3.25279 1.1957 0.976769
threshold=0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 0.52332265500000019 0.67036915065000013 0.57987784795000008 46.051945193250006 45.027406014450008 0.48607826115000008 0.34587287805000005 0.48368312325000012 0.48181192180000004 0.36000419150000007 0.47727612945000003 0.34554354660000003 42.102795028150005 42.686561923500008 0.48101853240000009 0.48077901860000011 0.34479506600000004 42.448133449100006 0.34608245260000009 0.34548366815000003 0.34515433670000012 0.47868327295000007 0.47760546090000006 40.621691032550004 0.47715637260000004 40.79983011445001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 7 -5 -4 -7 8 -2 11 -11 12 13 16 -15 -14 18 20 19 22 -18 -22 23 24 26 -26 28 -28 -1 -24
right_child=1 -3 5 4 -6 6 -8 -9 -10 10 -12 -13 15 14 -16 -17 17 -19 -20 -21 21 -23 29 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0016057831812175433 -0.061739603687033358 -0.078462014789498088 0.065584639410425624 0.063359799621798246 -0.062008649624315168 -0.06621172754812539 0.045261258691329562 -0.074708163268887989 0.063108994640758309 0.033293492701368096 0.00052951486714242376 -0.024862463155650234 0.023240038569902689 -0.0093369843130142877 0.051714488804245159 0.00020002517530744876 0.0067272150498868645 0.00020217547437876193 -0.038139125093771285 0.052358968712859312 -0.023276986459471558 -0.078464041556723763 -0.00035885243496654596 -0.031039669344131743 -0.0057346667633488349 0.063856850541057983 0.0054003461465496009 -0.071282939998203163 0.04561556198693055 0.062150795926304986
leaf_weight=15.60068662713457 0.099766161312800028 0.27456330104905635 0.39106553135206901 0.33206409329432063 0.14842143631540239 0.31349570197562571 0.53060406359145418 0.71881513204425573 0.095303110778331757 5.5488313036039463 157.34735942911357 6.6920048862230024 6.049418065696953 1.8977157274348422 1.9349399199709294 5.5041803140193224 2.1451311031123614 28.087216032145079 3.4006435349583617 2.5027974545955649 3.2942999084480107 2.4565645074471831 1.7906542624295974 4.5371496416628352 4.7845297684652888 3.9996765702962875 5.4448546469211561 3.3012013733386993 2.283860318362712 1.9294403884559868
leaf_count=198 75 79 6 7 83 75 8 26 1 25 1588 36 25 46 9 23 30 288 17 8 34 36 36 27 36 11 25 25 8 9
internal_value=0.00044878 -0.0119302 -0.00498327 -0.0301285 0.0246336 0.023403 0.00386058 -0.0589204 -0.000743529 0.000581665 0.00164557 -0.00102844 0.000551603 -0.000962152 0.0214852 0.0122637 -0.0019677 -0.0069289 0.00163328 0.0045624 -0.0322952 -0.0468509 0.00182323 -0.000992431 0.00285706 0.0259522 -0.00476095 -0.0235438 0.00442439 0.032062
internal_weight=273.437 2.9041 2.62954 1.39437 0.480486 1.23517 0.8441 0.913884 0.195069 270.533 162.896 107.637 100.945 89.3914 3.83266 11.5536 85.5587 35.9832 49.5755 46.1749 7.896 5.75086 43.6721 39.952 35.4148 8.78421 26.6306 8.74606 17.8845 3.72009
internal_count=2900 360 281 192 90 89 83 102 76 2540 1613 927 891 843 55 48 788 388 400 383 100 70 375 330 303 47 256 50 206 45
is_linear=0
shrinkage=0.0609531


Tree=640
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 2 0 1 0 0 1 0 2 0 0 1 1 2 0 0 2 0 0 0 2 1 1 1 2
split_gain=0.570035 0.925473 1.48471 1.62874 2.3555 1.55282 1.85892 1.34798 1.32506 2.33239 1.75462 2.09483 1.47945 0.879768 0.871751 0.853878 1.40018 1.62912 1.16179 1.38918 2.06981 1.59274 1.16797 0.986203 2.61046 1.38372 0.889749 0.697578 2.38909 3.84338
threshold=0.38906020780000011 0.48543456785000005 43.45354240915001 0.5089817670000002 0.53321756835000012 43.124157941850008 42.674081447500008 0.48368312325000012 0.36000419150000007 0.51929582950000019 0.50579323975000012 0.36730936200000003 0.51243974730000008 41.468518788800004 0.48181192180000004 0.52215502530000013 0.39024280710000009 0.39971857130000005 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.54384599265000022 0.52428071015000011 0.52646627350000019 39.134693790050008 0.45280081435000008 0.39971857130000005 0.39584144190000009 41.621607100200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 -5 6 8 14 13 10 11 -10 -12 -3 -1 16 -2 -18 19 -17 -21 22 -22 25 -25 -20 -23 28 29 -26
right_child=15 2 3 4 -6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 18 17 -19 23 20 21 26 -24 24 27 -27 -28 -29 -30 -31
leaf_value=5.9910360661297161e-05 -0.0021872598298553125 0.0013453918673790458 0.00031875637286989849 -0.0027363330060384597 0.0004275591845989913 0.0016365524937704387 -0.0008556443819813152 -0.00096089862683568119 -0.00023889659886573342 0.0011674159693966521 -0.0017384644761225514 0.0011276139622328682 -0.00012419486622821884 0.00048965168067232234 0.00060249574137867848 -0.002654594447401913 0.00081398336898999069 -0.0021031002064824259 -0.00024872317103411228 0.0029732942072404041 0.001538706222578507 -0.0025056438049290489 -0.0010495190535514854 -0.0024339138087615345 0.0016382269248338759 0.0013971304426297966 0.00010238910294066624 0.00014456128259795022 -0.0013108105658748306 -0.0011243406613130266
leaf_weight=102.45405297387333 1.7570277713239182 9.084711857140066 5.199448384344576 2.1161465337499981 1.5802918383851645 4.0830655023455611 4.2960883677005759 4.611575500573962 9.9757682830095344 8.3775014821439964 3.3646065164357406 7.5980456769466391 6.2141601145267487 9.3963657543063146 12.807736072689293 1.1887619935441751 2.4963578330352907 1.0438439053250474 3.2375949742272478 0.64866083860397328 1.4255460754502567 1.9339930646819996 1.2653095877103622 1.6084062859299582 4.209490552544592 4.9922341910423711 0.67966531845740963 91.230788052227581 5.6057255752384663 3.5852414695546031
leaf_count=836 12 50 28 48 10 16 27 24 47 34 34 38 28 34 47 25 24 56 18 1 7 46 161 43 13 33 44 992 73 51
internal_value=0.000116186 0.000183821 0.000360739 -0.000388658 -0.00138371 0.000467591 0.000385733 7.86114e-05 0.000484473 0.000262974 -1.60769e-05 0.000351915 -0.000691218 0.000910306 0.000120202 1.43102e-05 -0.000756318 -4.61314e-05 4.78777e-05 -0.000719385 -0.000332951 -0.000737255 0.000321656 9.57485e-05 4.50937e-05 0.000749656 -0.00182744 8.32014e-05 -0.000334539 0.000367565
internal_weight=318.068 191.16 71.2862 8.89589 3.69644 62.3903 58.3072 119.873 54.0112 35.5301 27.1526 17.5738 9.57877 18.4811 115.262 126.909 5.29723 3.5402 121.611 7.14194 5.95317 5.30451 2.69086 114.469 106.24 8.22983 2.61366 104.631 13.4005 7.79473
internal_count=2900 1301 394 86 58 308 292 907 265 181 147 85 62 84 883 1599 92 80 1507 284 259 258 168 1223 1172 51 90 1129 137 64
is_linear=0
shrinkage=0.00196078


Tree=641
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 2 2 2 0 1 1 0 0 2 1 1 2 1 1 2 0 0 1 2 2 1 0 0
split_gain=0.580941 1.15802 0.870008 0.458989 0.950167 1.00738 1.54415 0.763407 1.26965 0.817102 1.51559 0.608605 2.31061 1.72692 3.12998 1.96996 1.42016 2.00172 1.12132 1.36534 2.59634 1.31172 0.838891 1.30536 0.914409 0.931582 0.842096 2.33327 0.888525 0.982871
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.47727612945000003 0.34482500525000009 0.34506451900000007 0.34512439750000007 50.264779514000004 51.307674290650006 51.779769178100004 0.61532588845000014 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.32600771660001 0.36543816055000006 0.36597706655000006 38.592454371550012 0.35585760905000008 0.34988473400000003 43.19689381845 0.51589772760000019 0.51929582950000019 0.38906020780000011 40.982542372850013 38.703421923500009 0.39051226010000012 0.56369569775000017 0.54679500610000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 -7 11 -9 -10 -11 12 16 14 -13 -16 18 -18 -5 20 -20 -21 -15 -24 25 -25 27 -26 29 -29
right_child=1 2 -4 7 5 6 -8 8 9 10 -12 13 -14 22 15 -17 17 -19 19 21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.00014561199039828671 -0.0024379173820813205 0.00038252392534730519 -0.0021205883342642015 0.00090649547031728533 -0.0016783682431639811 0.0015265280679735021 -0.00050296644315268619 -0.0024898561983536177 0.0013416492123587247 -0.0024427676477413039 0.0010875387967333448 0.00053181457658765872 0.0014012616986813396 0.00089989563802037053 -0.0026985449271266304 3.1364088098722355e-05 0.00046577908189541708 -0.0019376302791789476 0.0001784163604680078 -0.0013916997777443495 0.0014803847747765419 0.00038075954976303142 -0.0012212031795982865 0.0011785113286951702 -0.0031021940512252471 -1.7469969518292449e-05 0.0001756159723080414 -0.00023909993949666441 -0.0011465375489124671 0.00087929692053752609
leaf_weight=34.405320122517878 0.98978240444557641 3.0773451720378948 0.6459039783294428 9.7537717670202237 2.1832208645064375 1.6599477529525746 10.945670930319464 1.0818147328682233 1.0902450140565636 1.0001099588116629 0.87798127532005299 3.9795532061252725 6.797157794237136 5.5805117301642886 3.2027196884155273 1.48869391833432 2.6039824523031703 2.7281714985147119 81.098483472131193 3.8456860259175292 6.3497764840722075 2.7554737776517868 2.7174655336420974 6.3484203321859223 1.0620155632495905 4.1349002830684185 96.338881020332337 10.638748691650109 2.6881797593669026 4.2192316227592519
leaf_count=380 33 120 129 45 26 6 168 24 11 81 8 45 34 27 42 26 11 32 375 27 31 13 24 27 11 30 765 114 177 58
internal_value=0.00013042 -0.000552839 -5.17124e-05 0.000140756 -3.3048e-05 -0.000448689 -0.000235716 0.000173342 -0.000671341 -8.58096e-06 -0.000792399 0.000186585 0.000292063 0.000100712 -0.000747276 -0.00183228 0.00022298 -0.000763914 0.000273675 0.000208045 0.000272955 -0.000651835 0.000155696 0.000123288 0.000152416 0.000706785 0.000101857 -0.000280008 -0.00010919 7.8492e-05
internal_weight=316.289 4.71303 3.72325 311.576 49.1942 14.7888 12.6056 262.382 4.05015 2.96834 1.87809 258.332 115.933 142.399 8.67097 4.69141 109.135 5.33215 103.803 94.0494 87.4483 6.60116 133.728 128.148 125.43 10.4833 114.947 18.6082 17.5462 14.858
internal_count=2900 282 249 2618 580 200 174 2038 124 100 89 1914 568 1346 113 68 534 43 491 446 406 40 1233 1206 1182 57 1125 360 349 172
is_linear=0
shrinkage=0.00196078


Tree=642
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 1 2 2 0 0 2 1 1 2 2 2 2 0 2 2 1 1 1 2 0 2 0 1 0 2
split_gain=0.116235 0.479006 0.379033 0.408725 0.386275 0.354054 0.227537 0.337674 0.13171 0.331979 0.555702 1.63399 1.53632 0.534026 0.930533 0.700899 0.503365 0.37327 0.61487 0.896921 0.698523 0.883808 0.965404 0.980499 0.701633 0.522949 0.264242 0.708155 0.287153 0.955042
threshold=33.151194885250007 0.51700547890000015 0.38185982460000006 0.53136133645000017 0.56793209785000009 0.31308942845000004 34.542090938800008 33.96174662340001 0.47727612945000003 0.47577916830000005 42.718072821900002 0.34506451900000007 0.34491482290000003 38.938637541200009 39.945535567850008 41.24714903835001 35.818873074050011 0.4622167001000001 41.395309858300003 48.315732392000008 0.34515433670000012 0.34193587020000005 0.32144247180000002 41.902916368500009 0.37331217625000007 42.773538294100007 0.47778509625000004 0.34536391125000004 0.47886290830000006 40.532725462000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 -2 9 13 11 -11 -12 16 -15 -16 -8 18 -17 20 21 22 23 -20 -25 -19 27 -10 29 -28
right_child=6 2 3 4 -6 -7 8 -9 26 10 12 -13 -14 14 15 17 -18 25 19 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.013189809423393078 -0.004250406196842158 -0.084121740689430652 0.062406731991361812 -0.070735952860699641 0.036352819461864617 -0.080830034159420125 0.012888868292372836 0.032083737711169479 -0.0039917739041153612 -0.035351848597058116 0.017601311013900552 0.020269713073543204 -0.07485262559756678 0.034474290300340361 -0.033425845286694442 0.041727947069540264 -0.031423511439460032 0.030116479121029691 0.052235356305987579 0.0063099442691195093 -0.071156629829637968 0.058290753211082492 -0.07187416837264432 0.016973790818565482 -0.065777297527332107 -0.0027390054555314772 0.0057989189232434801 0.028438988876373087 0.0010092380101730789 -0.034055198776366764
leaf_weight=0.2016521692275991 1.6891715642159391 0.13402512390166499 0.47653666883707047 0.23386245798610616 0.24765985062003892 0.49198121108929627 1.2870125594781736 1.9888196328429328 5.3313107043504697 3.3302145078778249 1.1136350351152944 4.3491975544020534 1.5149828698486087 3.1003570770844844 2.0877326768822995 1.0207344293594385 3.170657898823265 3.5715793669223777 0.74730804748833124 7.6035866308957338 0.99659179837908585 0.50945942103862751 1.1070009795948861 0.62492625787854172 0.88272648581187241 3.3550118103157729 5.4526340961456281 4.3795426115393639 209.28925076076484 3.5419411859475076
leaf_count=2 36 2 5 19 92 60 16 36 24 24 9 23 40 16 33 4 53 25 14 38 33 2 27 11 105 34 26 17 2025 49
internal_value=0.000534495 -0.0146618 0.0100041 0.0231716 -0.0156573 -0.0534967 0.000634244 0.0153967 0.000431923 -0.00271408 -0.0119685 -0.00385085 -0.0356838 0.000458893 0.00378184 -0.000446138 -0.0186297 0.00292587 -0.00286317 -0.00651272 -0.0265411 -0.015056 -0.0261707 -0.00373403 -0.0314767 0.0142024 0.00098901 0.0106343 0.000559916 -0.00989509
internal_weight=273.831 1.78572 1.09208 0.958059 0.481522 0.693633 272.045 3.67799 268.367 40.3727 10.308 7.67941 2.62862 30.0647 25.607 22.5067 4.45767 20.4189 13.4923 12.4716 4.86801 3.87142 3.36196 2.25496 1.50765 6.92659 227.995 9.71085 218.284 8.99458
internal_count=2900 180 118 116 111 62 2720 72 2648 507 96 47 49 411 342 326 69 293 234 230 192 159 157 130 116 59 2141 41 2100 75
is_linear=0
shrinkage=0.0597579


Tree=643
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 1 2 2 0 1 1 2 2 1 0 0 2 0 0 1 1 0 0 0 0 0 1 1 2
split_gain=0.118366 1.88543 0.739681 0.48843 0.913194 1.46409 1.34712 0.535334 0.756051 1.09835 0.449465 1.52629 1.20405 1.14279 1.03438 0.959842 0.941023 1.64442 1.5438 1.02239 0.825197 0.564057 0.538827 1.84055 1.61133 0.779202 1.41629 0.828899 0.917189 1.34046
threshold=41.21013581150001 41.134354310300004 41.061442884200012 41.532441862050007 0.3453339720000001 0.3459626957000001 0.39658992245000008 41.621607100200002 41.755948821900006 0.47961138885000004 0.40105086675000007 0.39167988980000007 42.599563320500003 42.871500973550006 0.39513787010000007 0.57357564145000006 0.55754318735000019 44.215931556700006 0.57811143375000007 0.53136133645000017 0.47536001915000009 0.39724858540000008 0.50300889195000009 0.49678153350000009 0.50482021495000018 0.48759019190000008 0.48368312325000012 0.36000419150000007 0.3459626957000001 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -7 -5 9 -9 11 22 15 -14 -13 -12 17 -15 -18 -19 -17 -16 23 25 -24 26 27 28 29 -10
right_child=3 -3 -4 7 5 6 -8 8 10 -11 12 14 13 16 21 20 18 19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010951299378154542 0.0047402860127454356 0.038642075083571654 -0.029569062736079486 0.019972857410954527 -0.063033023069098915 0.023883125496846305 -0.033853046174342614 0.005682655341562013 0.031841472021401772 -0.054004703281625814 0.030809113566467344 -0.06939334622537309 -0.044648393754773287 0.038630990318133218 0.010661677712732964 -0.037225834162648755 -0.050523679016706714 -0.062733962497091442 0.001342287545573114 0.0056328148670230904 0.029806944643318782 -0.032223364676979775 0.05679950957169045 -0.047278562366910422 0.0018077045784002477 0.016852369509059169 -0.031577451892565903 0.028918307245935991 -0.02154755334787796 -0.0017100138694392415
leaf_weight=117.88330598369521 7.0071403677575272 4.5917216532398006 2.7633451347137443 4.6650416708434923 2.3542623072862625 2.5131424488499761 3.0956702183466405 2.0873048761859527 4.6106390859349622 2.1463083023554645 8.939642967656253 1.6663824243005354 1.9087659738288518 5.2777570199687052 1.7463488625362513 1.5306075261905783 2.3266143572982392 0.98774198870523822 12.84291744699294 3.1297012441209517 1.0716813410836037 2.6502615180797875 2.222649633884429 2.9064020924270144 10.322288094554095 8.5510087795555574 5.0969547033309928 3.3649414634564883 6.5360737433074965 35.999000347830588
leaf_count=1272 38 22 22 33 16 18 38 19 21 25 51 54 30 40 24 18 47 72 256 33 45 35 16 18 101 38 28 35 47 388
internal_value=0.000470496 0.00179515 0.000392783 -0.000653796 -0.010685 -0.0242585 -0.00798318 0.000478812 -0.000232094 -0.024577 0.000601183 -0.00175136 0.00590295 -0.00098153 -0.030087 0.0216938 0.00241154 0.016982 -0.00661261 -0.0107678 -0.00962022 -0.0151893 0.000406648 -0.00167795 0.0115509 0.000387768 -0.00214406 0.000826019 -0.00117902 0.00209927
internal_weight=272.796 125.238 120.647 147.557 14.9702 7.96307 5.60881 132.587 127.922 4.23361 123.688 85.673 38.0154 26.4735 6.06299 11.5419 24.5647 9.3952 15.1695 4.11744 2.60229 4.39661 79.61 67.065 12.5449 64.1586 55.6076 50.5107 47.1457 40.6096
internal_count=2900 1316 1294 1584 110 72 56 1474 1441 44 1397 805 592 478 113 114 448 145 303 105 63 59 692 575 117 557 519 491 456 409
is_linear=0
shrinkage=0.0585862


Tree=644
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 2 0 0 0 0 0 1 2 1 2 2 2 0 0 0 0 2 1 1 0 1 0 0 2 2
split_gain=0.588195 3.2321 3.97528 2.51926 3.49125 1.672 1.24152 1.23914 1.37063 1.17031 1.13771 1.11268 1.02781 1.3471 0.849213 0.772156 1.43865 0.720914 0.678828 0.636805 2.44605 1.94227 0.590897 2.07239 1.61968 3.98722 1.24362 1.5372 0.809004 1.60098
threshold=0.37138109635000011 0.36927038110000004 0.36597706655000006 0.51243974730000008 0.5025747732000001 43.082598263550004 0.51589772760000019 0.48543456785000005 0.48368312325000012 0.51929582950000019 0.49588335680000006 0.38906020780000011 41.495754733000005 0.36000419150000007 40.982542372850013 43.124157941850008 42.541806567400009 0.48181192180000004 0.52215502530000013 0.52428071015000011 0.52646627350000019 39.134693790050008 0.41917906650000009 0.42067602765000006 0.54317236010000014 0.40367054880000008 0.54017843775000018 0.54191491270000014 43.633733172900008 42.102795028150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 10 -6 -5 8 17 -8 -2 14 13 -9 -11 16 -14 -1 -13 21 -21 -20 24 -24 28 -26 -25 -28 29 -22
right_child=3 -3 -4 6 5 -7 9 12 -10 11 -12 18 15 -15 -16 -17 -18 -19 19 20 22 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=5.6505026048025263e-05 -0.00086984074466251457 0.0014314590410548639 -0.0021262355691032578 0.00095461377076669059 -0.0027337168516439448 -0.00044570542086655272 -0.0011954357445177286 0.0012737227905823068 -0.00097181147996126577 0.0011322827969811912 0.001092416740362022 -0.00094007769935884145 0.00037398336172648431 0.0002495284142098711 -2.410242700752602e-06 0.00066384021560076767 -0.0010119145504134074 0.00053771806517370201 -0.00053436960209668797 -0.0022583766947937849 7.3326390147864911e-05 0.0013283521873089133 0.0010410400618439211 -0.0015331343468123631 0.00053465871872078853 -0.0026127639678999691 0.001439316885771583 7.3410518036381619e-06 0.00054537796804261936 -0.0013660028577887836
leaf_weight=97.535408663643466 1.7393016135902124 7.0398381128907195 2.7351882308721533 5.5638228300958863 3.4283997504971921 1.695443158270791 2.6435612009372553 9.5524968355894107 4.3145229895599178 5.9087834861129505 2.6461753521580249 2.5498120686970642 7.0524071231484431 8.729938827455042 3.8817442953586578 6.5574181620031586 4.2719857171177864 12.471723839640616 3.4141270439140481 1.6698576477938321 15.008784040808687 4.760706186760217 7.9263455849140874 1.7741869273013424 2.7778102473821482 2.9455622227978893 2.7741813305765382 66.243682775595516 7.4790892091114065 3.3592513352632514
leaf_count=830 30 34 33 27 39 29 27 53 23 27 23 20 27 39 30 31 24 47 23 53 120 33 34 28 39 59 11 1008 57 42
internal_value=0.000103409 0.000182824 0.000125454 1.86694e-05 -0.000920164 -0.00197663 8.21296e-05 0.00016638 7.01933e-05 4.62027e-05 0.000314176 7.098e-05 0.000470445 0.000784666 0.0006824 0.000149184 -0.000148829 0.000111061 2.21867e-05 4.26106e-05 5.53309e-06 0.000550407 3.98104e-05 0.000127172 -0.000178019 -0.00108518 2.48496e-05 6.48995e-05 2.28545e-05 -0.000189906
internal_weight=310.452 160.261 153.221 150.191 9.50932 5.12384 140.681 150.486 114.322 135.117 4.38548 132.474 36.1642 18.2824 9.79053 17.8818 11.3244 110.007 122.683 120.134 111.959 8.17483 110.289 78.7184 31.5705 5.72337 70.7921 69.0179 25.8471 18.368
internal_count=2900 1141 1107 1759 121 68 1638 1074 900 1611 53 1584 174 92 57 82 51 877 1527 1507 1451 56 1398 1081 317 98 1047 1019 219 162
is_linear=0
shrinkage=0.00188464


Tree=645
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 1 2 2 1 1 1 2 2 2 2 0 0 1 1 1 1 1 2 0 0 2 1 1 1
split_gain=0.12311 0.971313 0.544853 0.195743 0.652725 0.177498 0.500421 0.39564 0.762499 0.349347 0.734686 0.920604 0.398724 1.46306 0.339471 0.508678 0.286062 0.542485 0.42568 0.954885 1.10247 0.458783 0.865181 0.747097 0.300246 1.36134 0.933121 0.62786 1.32487 1.20655
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.49901200560000009 48.315732392000008 0.60665848330000005 0.47106374065000006 44.710446918150005 40.79983011445001 0.46613873835000008 0.48627286610000009 0.48363821445000005 41.902916368500009 41.792045663550006 40.742467179200005 37.511241581900002 0.58859016195000013 0.57944372925000021 0.46208197360000008 0.45280081435000008 0.45393850480000009 0.44286099220000008 0.43887907550000005 41.986601436450009 0.56501302355000016 0.55754318735000019 41.678468725050003 0.43374449865000003 0.42922367590000005 0.4274273225500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 9 -7 8 14 16 11 12 13 -11 15 -8 17 18 19 21 -21 22 24 -23 25 27 -26 28 29 -1
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0007287762664643277 -0.077862677507810715 0.049135482587904393 -0.068689582326935048 -0.072019214452311381 0.024820388397995472 -0.026149158513712845 0.045287571193515813 0.040582778022387689 -0.071471170533304831 -0.069778980257523215 -0.068951500125446832 0.026448539488693561 -0.07639298437815395 0.079477328090562155 0.076851069337590047 -0.073301184517286913 0.020555936054225114 -0.029549812065765884 0.025304825407162942 0.0067939493951563205 -0.073941695350560846 0.00098253637482046091 -0.037570484216550834 0.03853188177741923 0.045224355567239506 -0.038551145467593792 -0.014214495623696293 0.02962794144657897 -0.046478047116963364 0.044019059735017019
leaf_weight=219.09306092169209 0.7314382605691202 0.58768264949321825 0.3594277592783327 0.35965389510238299 1.5304223052226005 1.0705930615658861 0.3963243423131646 2.32209546957165 0.45894778359070176 0.73862848441058193 0.91645424749913207 1.9614882767782547 0.68286688718944799 0.43756520748138428 0.38490188121795654 0.24482595667359419 3.0265856431797138 2.4805506369739296 2.9428973738104096 1.3141037523746484 1.5334717507357707 5.968162968521936 2.4804153093136838 3.5272743030218408 2.3686143276281646 3.6733735986053935 2.0715399640612304 3.1921740794787175 2.4592616377631193 2.7272897085640571
leaf_count=1813 33 3 129 100 17 25 26 29 44 63 82 13 18 1 1 31 37 41 15 7 46 36 26 34 25 61 22 43 48 31
internal_value=0.000535464 -0.0113996 0.00573484 0.016531 0.00639323 0.000694108 0.0129207 0.0239075 -0.0021676 0.000467862 -0.0169396 -0.00446322 -0.0370781 -0.0142529 0.0288315 3.95265e-06 0.000786411 0.00055253 0.00084726 0.000559826 -0.0366837 0.00098822 0.000432101 0.014931 0.00083222 0.00051217 0.0174933 0.00114299 0.000737565 0.00126103
internal_weight=272.042 3.56862 2.83719 2.47776 1.89008 268.473 4.87769 3.8071 1.485 263.596 4.737 3.82055 1.85906 1.17619 1.02605 0.64115 258.859 255.832 253.352 250.409 2.84758 247.561 238.066 9.49544 235.585 231.145 4.44015 227.472 224.28 221.82
internal_count=2900 282 249 120 117 2618 156 131 102 2462 177 95 82 64 58 57 2285 2248 2207 2192 53 2139 2069 70 2043 1996 47 1935 1892 1844
is_linear=0
shrinkage=0.0646839


Tree=646
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 1 2 1 2 0 1 0 1 1 1 2 2 2 0 0 0 2 2 0 1 1 0 1 1
split_gain=0.121774 0.322713 0.48268 0.528365 0.384065 0.227056 0.559352 0.114294 0.126521 0.132695 0.109954 0.586001 0.464114 0.288626 0.648459 0.801997 0.355711 1.305 0.258088 0.495253 0.508808 0.652502 0.332864 0.305364 1.01225 1.55302 0.57244 0.391137 1.96715 0.338162
threshold=0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 0.52332265500000019 0.67036915065000013 0.57987784795000008 46.177190236600005 0.50525433370000017 45.027406014450008 0.60665848330000005 0.47106374065000006 0.61802041855000012 0.46613873835000008 0.48627286610000009 0.48363821445000005 41.902916368500009 41.792045663550006 49.275256100300005 0.39672464895000009 0.47648274005000008 0.55671985870000007 48.680511450650009 45.90502654165001 0.54191491270000014 0.37668033890000002 0.36501901140000009 0.57944372925000021 0.45772581660000006 0.46208197360000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 7 -5 -4 -7 8 -2 -10 13 -12 -13 18 15 16 17 -15 22 -20 -21 -22 23 27 25 26 -25 29 -29 -1
right_child=1 -3 5 4 -6 6 -8 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00097016622463880924 -0.075602274266321892 -0.084919848135853029 0.068750836719865593 0.065881100603634044 -0.067056965074172595 -0.070750997821966075 0.046574052639327415 -0.079904263007101434 -0.067035307391774823 0.068008505210835055 -0.030369020008050709 0.047087399076530617 0.0029022976327912169 -0.070668403885071521 -0.070014140101769318 0.024845345609073727 -0.076942485082772294 0.079322231626356918 -0.081963122513011646 0.024108521676141133 -0.075933182774821778 0.0053689517411985941 0.0139920492160291 -0.030030366887401783 0.020116596510952912 -0.081355136889628171 0.026489024261592407 -0.085377490424929994 0.021220973048142654 0.023678504499616282
leaf_weight=232.94844652731445 0.1233446944679597 0.24976953854093142 0.35799892677459844 0.30612576837302186 0.13691118839778937 0.27317394552301266 0.50184541588532738 0.59531510737724602 0.050963563808181789 0.083681121468544006 1.2221892322922929 1.7851905953721141 2.461934907361865 0.67288124414699158 0.80052166556561122 1.9191448009805754 0.6253401329740883 0.40418291091918945 0.44717502221465055 1.2748473118990662 0.77328696535550967 0.96712330274749547 8.2640121551230532 1.6310315020382398 2.6561275641433895 1.6998231443576513 1.4951150910928843 1.2728319083107629 1.8472329645592251 2.8900218475610009
leaf_count=1942 23 79 6 7 83 75 8 25 53 1 38 27 47 63 48 13 18 1 6 6 66 36 44 27 24 44 18 38 19 15
internal_value=0.000490682 -0.0135058 -0.00616346 -0.0336575 0.0247994 0.0252938 0.00522006 -0.0640084 -0.0273285 0.0168939 0.00063057 0.00988946 0.0214746 0.000437722 -0.0162756 -0.00439706 -0.0373624 -0.0143824 0.000724001 -0.017168 -0.00755856 -0.0307546 0.000967222 0.000530455 -0.0125945 -0.0305981 -0.00299933 0.000941414 -0.0222659 0.00124844
internal_weight=270.738 2.67913 2.42936 1.29634 0.443037 1.13302 0.775019 0.853304 0.257989 0.134645 268.058 5.46931 4.24713 262.589 4.42207 3.62155 1.7024 1.07706 258.167 3.46243 3.01526 1.74041 254.705 246.441 7.4821 4.82597 3.12615 238.959 3.12006 235.838
internal_count=2900 360 281 192 90 89 83 102 77 54 2540 112 74 2428 143 95 82 64 2285 114 108 102 2171 2127 113 89 45 2014 57 1957
is_linear=0
shrinkage=0.0659776


Tree=647
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 0 2 1 1 0 0 0 1 2 0 2 2 1 1 1 2 2 1 1 1 2 0 2 2 1
split_gain=0.115936 0.551963 0.109378 1.8916 1.48479 2.56591 1.45069 0.9196 1.65736 0.917942 0.804725 1.14763 0.713892 0.815621 0.642737 0.5039 0.688088 0.476029 1.32443 1.40877 0.901283 1.51618 0.88661 0.666321 0.906101 1.78358 1.41846 0.615531 1.30855 0.903645
threshold=0.30949672165000003 44.921040431000009 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.104429861650011 0.36543816055000006 0.36597706655000006 0.49588335680000006 0.51589772760000019 0.51929582950000019 0.38906020780000011 40.982542372850013 0.52215502530000013 38.592454371550012 39.134693790050008 0.34632196640000007 0.3459626957000001 0.34581299960000006 39.56957118270001 40.12915366295001 0.3465914194000001 0.34744468730000005 0.35877668335000007 42.564639561200003 0.48119816770000007 40.79983011445001 41.061442884200012 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 9 -7 15 -9 -4 -6 -12 13 -13 -14 -2 -17 18 19 20 -18 -22 -19 -24 25 -25 -26 -23 -29 -30
right_child=2 -3 4 -5 10 6 -8 8 -10 -11 11 12 14 -15 -16 16 17 22 -20 -21 21 27 23 24 26 -27 -28 28 29 -31
leaf_value=-0.065996970372702135 0.012397228324732256 0.023076107668228062 -0.029962639493263336 0.038546977472057965 0.02605784324164101 -0.087413530339963783 -0.0041703790691047836 0.011111293264320322 -0.063711010627036005 0.034633130031461047 -0.043448481942273638 0.033954621963232123 -0.032916321981927316 -0.005755061394568441 6.6774619127568584e-05 -0.025910970897399112 0.027705157743466675 0.042129051688530629 -0.029213434945206722 0.027996078445638443 -0.039061630438469372 0.014461631555346346 -0.021031665670871152 0.037838145271302526 0.016652320652469084 -0.0098272677182047428 -0.054430707993532522 -0.046378993982015247 0.002840381906406095 -0.017163684320986063
leaf_weight=0.54104618454584741 14.506952733336218 0.57936521293595433 1.4274032800458365 5.3939442560076705 4.9053817167878142 2.8419559970498085 1.1963198184967039 2.3305129520595065 2.4339307456975803 2.3269591592252254 2.4123810917371875 5.2467798832803947 2.4336094360915004 3.4465055009350181 100.3317681986382 4.0210183658637098 3.9697661506943396 2.8206449113786247 6.3672238485887638 7.0116737391799679 4.4794161845929912 9.0150868778582645 3.4919341867789653 7.5325101136695611 2.5374152725562444 5.4348843909683637 2.03388836607337 2.7093232944607726 44.408278861897998 11.415945840766652
leaf_count=107 182 8 30 34 27 40 28 11 33 23 27 27 20 30 1507 27 18 14 36 32 30 49 20 47 34 32 17 16 309 85
internal_value=0.0004197 -0.0199372 0.000504652 0.00171345 -0.0008507 -0.0276663 -0.0627531 0.00025815 -0.0271119 0.0100739 0.000908607 -0.000174782 0.000761823 0.0182115 -0.000714305 0.00124788 -0.0001316 0.000783892 -0.00134023 0.000797777 -0.00171158 -0.00333286 0.00874351 0.00426582 0.00930252 0.0178607 -0.0149743 -0.000963543 -0.00333926 -0.00125041
internal_weight=269.604 1.12041 268.483 141.914 126.569 7.79264 4.03828 136.52 4.76444 3.75436 118.776 113.871 111.459 8.69329 102.765 131.756 117.249 113.228 89.3767 83.0095 75.9978 72.0281 23.8513 21.0306 17.5387 12.9674 4.5713 67.5486 58.5335 55.8242
internal_count=2900 115 2785 1026 1759 121 68 992 44 53 1638 1611 1584 57 1527 948 766 739 575 539 507 489 164 150 130 79 51 459 410 394
is_linear=0
shrinkage=0.0634156


Tree=648
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 1 0 0 1 0 0 0 1 1 1 0 1 2 1 2 2 0 0 1 1 1 0 2 1
split_gain=0.654186 2.89404 1.85568 3.16862 1.58818 1.20054 1.96553 1.63815 1.3947 1.14737 2.49067 1.12474 0.990282 1.08695 0.93036 0.860509 0.816901 2.06797 0.721085 1.31566 0.771093 1.41927 0.631061 1.56757 0.866911 0.707636 0.838836 0.86958 2.73314 1.38598
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.082598263550004 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.37668033890000002 0.49678153350000009 0.51589772760000019 0.51929582950000019 0.38906020780000011 0.38733870245000007 0.39024280710000009 0.52324780695000006 0.39078171310000004 41.495754733000005 0.36000419150000007 43.124157941850008 42.541806567400009 0.52646627350000019 0.52428071015000011 0.39167988980000007 0.39458399450000009 0.39513787010000007 0.53484925600000011 44.086690780350004 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 -5 7 -7 8 -1 -2 -11 -4 -13 14 -14 -15 -17 -18 19 -9 21 -20 23 -19 -24 -26 -27 28 -28 -29
right_child=2 -3 11 4 -6 6 -8 18 -10 10 -12 12 13 15 -16 16 17 22 20 -21 -22 -23 24 -25 25 26 27 29 -30 -31
leaf_value=0.00011397009813730154 0.0014663810703820102 0.0014572639587671621 0.0009487422732946002 -0.0027800593632812025 -0.00034159705588572586 0.00046560122879215466 -0.0019738029626461357 0.0013161674853254804 -0.0010114278498709495 -0.0025895968985081906 0.0013578820809819279 -0.0010919399413596815 4.5916633433874294e-05 -0.00091081444151621858 0.0012525215969572286 0.00077192407833743669 -0.0027129761629238352 0.00078025447436737782 0.00051097697364727176 0.00018232618526375121 0.00081287970279887961 -0.00090528385595767529 0.0013585923280677575 -0.00228368844540023 -0.00092704319917829604 0.0013664454083914678 -0.0014503510471374425 0.00081165554270606682 0.00063488430815766437 1.6912600178695442e-05
leaf_weight=114.87381303116854 1.9682409018278102 6.7970751971006385 5.5153846405446521 3.0897237942554057 1.5380985289812086 2.4735556691884986 2.6097216333728284 9.7016836181283015 4.3957782872021189 1.1846664151526058 1.2768699368461964 2.8809946794062844 4.5649043181911093 3.7090975251048794 5.3202604949474335 5.7079683632473452 1.0610262379050244 1.1587798266555176 7.3067925050854701 6.6189593225717536 6.8482629843056193 4.3340777531266212 1.942840939387678 1.4394965250394305 2.8494313068222246 1.8653608597815026 5.3953344314359111 9.4107148582115752 4.3772836826974526 81.493734085226606
leaf_count=876 8 34 27 39 29 11 33 53 23 29 16 27 37 20 20 33 11 21 27 29 31 24 7 48 45 9 79 60 48 1146
internal_value=0.000119809 0.000204294 2.49121e-05 -0.000834968 -0.00196961 0.000150786 -0.000786773 0.000181717 7.24926e-05 0.000350406 -0.000541926 8.10683e-05 4.51346e-05 7.02766e-05 0.000695319 1.89636e-05 4.85144e-05 1.13124e-05 0.000555956 0.00085633 0.000290811 -1.6319e-05 3.76061e-05 -0.000917231 6.072e-05 3.67945e-05 6.35774e-05 3.94377e-05 -0.000516347 9.91869e-05
internal_weight=313.71 165.96 147.75 9.0576 4.62782 159.163 5.08328 154.079 119.27 4.42978 2.46154 138.693 133.177 130.296 9.88516 120.411 116.702 110.994 34.8098 16.3206 18.4891 11.6409 109.933 2.59828 107.335 105.392 102.542 100.677 9.77262 90.9044
internal_count=2900 1141 1759 121 68 1107 44 1063 899 53 45 1638 1611 1584 57 1527 1507 1474 164 82 82 51 1463 69 1394 1387 1342 1333 127 1206
is_linear=0
shrinkage=0.00196078


Tree=649
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 2 1 0 1 1 0 0 2 0 1 2 1 2 2 0 0 0 2 1 1 1 2 2 2
split_gain=0.539132 1.11948 1.90669 1.55859 2.8366 2.03757 1.98396 2.12058 1.5216 1.27073 1.67532 1.8348 5.34019 1.05837 1.00964 1.38581 1.00488 1.2311 0.945456 0.879709 2.14633 1.90992 0.958936 0.948343 0.976257 1.56752 1.07119 2.57284 1.73363 0.910708
threshold=0.52324780695000006 0.48543456785000005 0.48368312325000012 43.45354240915001 0.5089817670000002 43.124157941850008 42.564639561200003 0.36000419150000007 0.49967066855000003 0.36730936200000003 0.37138109635000011 0.51243974730000008 0.50356276755000018 36.514114975300011 0.48181192180000004 0.3453339720000001 39.749124837650008 0.38906020780000011 41.468518788800004 38.238138001450004 0.52877159370000015 0.52937037810000021 0.53781323915000012 38.386256906100009 0.39971857130000005 0.4019490434500001 0.39584144190000009 43.633733172900008 41.395309858300003 37.962710038050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 5 8 6 7 18 -5 13 -11 12 -12 -9 -1 -16 17 -13 -3 20 -2 -22 -23 -21 26 -26 28 -28 -25 -24
right_child=19 3 -4 4 -6 -7 -8 9 -10 10 11 16 -14 -15 15 -17 -18 -19 -20 23 21 22 29 24 25 -27 27 -29 -30 -31
leaf_value=3.8982890195973251e-05 -0.0024548654986630736 0.0014441998381663993 -0.0011864052534705436 -0.0008902728769777954 -0.0026995306523640373 0.0017582000635399235 -0.00076918386002662218 0.00020903744678502984 0.0011442225454014626 0.00138630228907214 0.0012879580955389026 0.0008292430283660825 -0.0026504060507271656 -0.0010422643776276733 0.0014039979396979901 8.9624263381769215e-05 0.0011097794426254489 -0.00033848753824491701 0.00053761335836692223 0.0012711426903717826 0.0017681748067799828 -0.0023955896613749457 -0.00012232437422117978 0.00087200524684347201 0.0016433291281648956 7.9577803979796543e-05 -0.0023879240233076497 0.00030827589605913309 -0.0006391438637511509 -0.0025063463049662814
leaf_weight=102.37805227344506 1.8032249577809114 9.730784799903633 4.5783417439088216 2.7072085968684396 1.7257114569656549 4.2852468751370898 5.4583207266405216 5.6456960439681989 2.9571840530261397 5.676375180482867 2.4773194324225214 6.2412674501538294 2.8424811675213277 4.8154006004333496 5.1925396397709829 7.5951904989778996 6.5470721498131743 7.8204620946198702 8.1075303703546506 2.4554324286436886 1.6950679123401631 0.91374285379424591 8.6990291831752948 4.7391400244086999 2.5437099086120716 79.188614773593144 2.8533914843574157 2.6011466695927083 7.5987498825415969 0.66300622362905492
leaf_count=843 41 50 24 32 53 16 34 27 27 28 13 27 37 25 17 31 23 42 30 15 5 19 310 25 12 899 49 27 95 24
internal_value=0.000110698 0.000173159 5.45351e-05 0.000357541 -0.000498652 0.000448389 0.000362516 0.000465633 0.000171867 0.000225397 0.000421463 0.000210237 -0.000816393 -0.000366956 0.000103868 0.000623334 0.000475244 0.000179807 0.00103216 4.51634e-06 -0.000460596 -0.000160189 -0.000478288 6.73372e-05 3.76375e-05 0.000128246 -0.000378585 -0.00110217 -5.86923e-05 -0.000291157
internal_weight=312.536 196.782 119.744 77.0381 7.3901 69.648 65.3627 59.9044 5.66439 42.0661 31.605 25.9286 5.3198 10.4611 115.166 12.7877 20.6088 14.0617 17.8383 115.754 13.7741 11.9708 10.2758 101.98 99.5248 81.7323 17.7924 5.45454 12.3379 9.36204
internal_count=2900 1379 915 464 112 352 336 302 59 222 170 142 50 52 891 48 92 69 80 1521 399 358 353 1122 1107 911 196 76 120 334
is_linear=0
shrinkage=0.00196078


Tree=650
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 2 2 0 0 2 1 1 0 0 1 0 2 0 0 2 0 0 0 2 0 2 1 1
split_gain=0.523057 1.07895 1.94692 1.32244 1.84273 1.58416 2.24323 1.49232 3.01758 0.955639 2.59538 2.2779 1.29467 1.82383 1.14447 0.871674 1.33264 1.68414 0.883527 1.51538 1.49106 1.3102 1.07114 0.958077 2.51175 1.46495 0.866009 0.700843 0.647686 0.527851
threshold=0.38906020780000011 0.48543456785000005 0.48368312325000012 43.45354240915001 0.34587287805000005 0.5089817670000002 0.53321756835000012 43.124157941850008 42.674081447500008 0.51929582950000019 0.50579323975000012 40.12915366295001 0.36730936200000003 0.36000419150000007 0.49320379630000005 0.52215502530000013 0.39024280710000009 0.51243974730000008 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.54384599265000022 0.52428071015000011 0.52646627350000019 39.134693790050008 0.48181192180000004 36.514114975300011 0.45280081435000008 0.34554354660000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 -3 -5 -7 8 9 10 12 -12 13 14 -6 16 -2 -18 19 -17 -21 22 -22 25 -25 -20 -1 -15 -23 -28
right_child=15 3 -4 5 7 6 -8 -9 -10 -11 11 -13 -14 27 -16 18 17 -19 23 20 21 28 -24 24 -26 -27 29 -29 -30 -31
leaf_value=5.1406734765525694e-05 -0.0022085823396119516 0.0014236282614741595 -0.0012100175508119337 0.00036571050633926901 0.00021149208666496842 -0.0026877299994569614 0.00043879267574591346 0.0015251826020432511 -0.0014211706012357242 0.0010354385459225585 5.3529341450079272e-05 -0.0019438739705604617 0.0012359389808619748 0.00017502500632888315 0.0014166195325969861 -0.0026928729784169506 -0.0021075715246961207 0.00083085220265007584 -0.00030381394053699047 0.0027367255160359164 0.0014837298293519333 -0.0023224583245118969 -0.0010783777394531245 -0.0024203482812224179 7.8696179143524146e-05 0.0014155577821109741 0.00097141948504970001 -0.00089778338591627765 1.3017325062977989e-05 0.00016401331660343522
leaf_weight=96.612800195427553 1.6774612553417672 6.9368114545941344 4.4416411630809298 4.985554797574876 6.0074410624802166 2.0488868914544587 1.5495487805455921 3.8696583807468405 3.7901680767536154 7.573863696306943 6.9013806208968145 3.2190313208848238 8.1105801835656148 4.9551558606326562 6.1122189685702324 1.1503570929635305 1.0883738913107666 2.4114196327282116 3.1238804925233108 0.5867599844932555 1.4636854352429511 1.6190454694442453 1.0979380466669679 1.5700267729116593 102.24255052729859 4.8837207617470995 6.7548992782831174 4.4380538389086723 0.63582144976680854 5.7741075605154037
leaf_count=836 12 25 24 28 26 48 10 15 26 34 34 31 38 25 32 25 56 24 18 1 7 46 161 43 1129 33 25 22 44 22
internal_value=0.000114545 0.000180783 6.25175e-05 0.000371325 0.00047132 -0.000349914 -0.0013414 0.000351162 0.00026227 0.000397115 0.000275471 -0.000581791 0.000568342 0.000316651 0.000819265 1.58555e-05 -0.000771665 -8.29456e-05 5.02988e-05 -0.000649433 -0.000214383 -0.000573897 0.000385584 9.13091e-05 4.09015e-05 0.000744806 0.000114305 -0.00033185 -0.00166391 0.000599319
internal_weight=307.633 184.082 113.583 70.4984 61.9144 8.58399 3.59844 54.9776 51.1079 47.3177 39.7439 10.1204 29.6234 21.5129 12.1197 123.551 5.17725 3.49979 118.374 6.55361 5.40325 4.81649 2.56162 111.82 103.813 8.0076 109.142 9.39321 2.25487 12.529
internal_count=2900 1301 907 394 308 86 58 283 268 242 208 65 143 105 58 1599 92 80 1507 284 259 258 168 1223 1172 51 883 47 90 47
is_linear=0
shrinkage=0.00196078


Tree=651
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 1 2 0 2 2 2 1 2 2 2 0 0 2 2 2 2 0 0 2 1 1 1 1 1 1
split_gain=0.123715 0.382041 1.44906 0.917335 0.384025 0.774788 0.56248 0.424965 0.865955 0.282732 0.504902 0.293214 0.809533 2.32103 1.65226 1.2802 1.15065 0.999547 0.833862 0.484419 0.366116 0.247296 0.45702 0.925669 0.938058 0.374333 0.315705 1.61959 1.0947 0.999078
threshold=0.47727612945000003 0.34482500525000009 0.34500464060000008 0.34512439750000007 0.4622167001000001 0.35675578575000005 48.008184682100008 0.47694679800000012 43.968221017800005 48.919835655300012 48.680511450650009 0.34427112960000006 37.962710038050005 38.938637541200009 39.039757512550004 0.46928235680000008 0.4588185982500001 41.902916368500009 43.57842012870001 35.818873074050011 45.027406014450008 0.47796473160000008 0.47886290830000006 39.56957118270001 0.34488488370000009 0.34560342505000002 0.35585760905000008 0.35759408400000009 0.35877668335000007 0.36106703390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 6 7 -5 8 -6 10 11 12 15 -14 -15 19 17 -16 -19 -1 -20 -2 23 -23 -25 -26 -24 -28 -29 -30
right_child=21 2 3 4 5 -7 -8 -9 -10 -11 -12 -13 13 14 16 -17 -18 18 20 -21 -22 22 26 24 25 -27 27 28 29 -31
leaf_value=0.013031855875008869 0.0084875360078596473 -0.066394396896420543 0.027275550580685173 -0.057892544164638418 -0.062691944611898032 0.021573394372713252 0.013845063120470699 -0.005522267736278506 0.0095310160374649892 -0.011745933893359399 0.028025560977538447 0.010732814291696292 -0.075775883368998195 0.067607201573433418 0.022557236294305224 0.062506200436136083 -0.039159550046389546 -0.059700735426027496 0.019421706111599636 -0.031138511063809104 -0.01890490287135593 0.019102216113503934 0.0041645007818182271 -0.003002232207652417 -0.069321857394618672 -0.027332304319722656 -0.052331435430433934 0.041333005578926878 -0.038043360112002392 0.00025904954187655949
leaf_weight=2.1947176012618139 11.66501867957413 1.1649060561321665 2.1113713034428647 1.0293823633874106 1.2856936894822868 1.9860324147448407 0.4390001744031905 3.2947117914445698 0.73449271917343129 4.1418271685251957 2.1153372377157202 6.2369900166522703 1.3386431150138367 0.88885597884654899 3.6094624924007785 1.2350457385182378 2.4855924816802144 0.94311143789673257 1.247236462950241 1.0259135377127675 1.6047324601095168 1.8649532198905934 62.392684500198811 2.668876513838768 1.2207962190732362 1.171466428786516 1.6677529048174609 1.8043600246310223 1.9436058066785324 142.780914199986
leaf_count=55 53 20 12 67 47 20 2 25 7 28 7 37 13 3 34 6 29 72 42 22 32 9 306 14 23 17 15 10 13 1860
internal_value=0.0004798 -0.00220052 -0.0101465 -0.00412453 -0.0116847 -0.00670476 -0.0364453 -0.0172715 -0.0364334 0.00109232 0.00322562 0.000925767 -0.00276489 -0.00987629 -0.00169222 0.0165752 -0.00792037 0.00256615 -0.0164472 -0.00103836 -0.00214373 0.000960627 0.00055697 -0.012855 -0.0246307 -0.04876 0.000998076 -0.00033503 0.00025678 -0.00025534
internal_weight=270.293 41.1131 12.0456 10.8807 8.76931 7.30093 1.46838 5.3149 2.02019 29.0675 24.9256 22.8103 16.5733 12.1176 10.779 4.45568 9.89014 7.40454 3.79508 3.22063 2.85197 229.18 217.515 6.92609 5.06114 2.39226 210.589 148.197 146.529 144.725
internal_count=2900 580 200 180 168 99 69 79 54 380 352 345 308 225 212 83 209 180 146 77 74 2320 2267 63 54 40 2204 1898 1883 1873
is_linear=0
shrinkage=0.0530633


Tree=652
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 1 1 2 1 2 0 0 2 0 0 2 0 0 2 1 1 2 1 1 1 1 0 2 0 0
split_gain=0.555553 0.9837 1.40595 1.12121 0.84201 0.817125 1.2301 0.725823 0.941807 0.673462 0.621373 2.6964 2.1847 2.05377 1.64889 1.36403 1.34245 2.6369 1.22498 1.69758 2.30434 1.25388 1.16718 1.33805 1.00326 1.90894 2.55567 2.9401 1.33243 2.19727
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 42.34047585750001 0.34503457980000002 0.3982365797500001 42.027086531450003 0.34988473400000003 37.272044000450002 0.47997065955000012 0.48015029490000011 43.968221017800005 0.47905751325000007 0.48101853240000009 44.215931556700006 0.53136133645000017 0.51017933595000009 42.773538294100007 0.36000419150000007 0.34458549145000011 42.686561923500008 0.34566330350000002 0.34620220950000008 0.42067602765000006 0.4019490434500001 0.52511900840000014 43.633733172900008 0.50300889195000009 0.49128768600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 -2 -7 -1 -9 -5 12 -12 13 18 -13 22 17 -17 21 20 -20 -6 -16 -24 25 26 28 -28 29 -25
right_child=4 2 3 9 10 6 -8 8 -10 -11 11 14 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00018481457423328958 0.00027286425832417774 -0.002216368491248101 0.00166616173238094 0.00047493408626020215 -0.0004986487163975361 -0.0025573204832779646 -9.7037064290402875e-05 0.00018794080732051309 0.0014996304243643595 -0.0021184362906171055 0.0024772952500812092 -0.0016435627694760238 0.00028582099744734217 -0.0029264117885218132 0.001180608826404003 0.00024309174429820463 1.5023940293018944e-05 -0.0023502154768227867 0.0001315551275688805 0.0012189476308407743 -0.0023445175305160425 0.00128753089888719 -0.00094093098896969171 0.0010531607111812684 -0.00011981323876293523 0.0016678137546163858 -0.0024593952782771475 0.00061811282386726616 0.001219163375075141 -0.00074974371030037536
leaf_weight=179.24421584463562 1.756133330753072 1.5098733749764495 1.0345440681558105 0.67917583371308843 4.1418760735541564 1.5657445406541231 1.4431812226539475 4.5598697755485755 3.635665088891983 0.81296002186718397 1.793140523135661 1.9693157896399487 17.787478919140995 1.4033244252204884 5.3490005061030379 2.969773871474902 22.51957316021435 2.8293252754374407 2.1987735865986906 1.0491117930505423 3.7709998388309032 2.2365825278684497 3.3355173021554938 5.0728470757603734 12.678971638059009 4.5723848883062592 2.3764590565115205 2.2176584117114544 7.9692460633814326 4.921544536948204
leaf_count=1258 13 104 8 108 51 22 20 27 19 144 4 11 135 14 17 44 318 103 61 16 63 14 16 19 158 19 40 12 38 24
internal_value=0.000126247 0.000190174 -0.000748747 0.000128262 2.24517e-05 -0.000769134 -0.00137729 0.000210393 0.000769826 -0.000938011 5.57837e-05 0.000146375 -0.000168204 -0.000713852 9.33207e-05 0.000137851 -0.00019737 -0.00102216 -0.000482094 -0.00103622 -0.00143254 0.000127668 0.000333609 0.000228599 0.000326592 0.000535214 0.00030564 -0.00097383 0.000632858 0.000165355
internal_weight=309.404 191.476 4.03655 2.52668 117.928 4.76506 3.00893 187.44 8.19553 1.49214 113.163 80.5748 32.5881 14.8007 78.7816 76.8123 28.3187 5.7991 13.3973 7.01889 5.96977 6.37846 48.4936 43.1446 39.8091 27.1301 22.5578 4.59412 17.9636 9.99439
internal_count=2900 1668 364 260 1232 55 42 1304 46 252 1177 823 354 219 819 808 465 147 205 140 124 65 343 326 310 152 133 52 81 43
is_linear=0
shrinkage=0.00192234


Tree=653
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 1 0 1 1 2 0 2 1 1 2 2 2 0 0 0 2 1 2 2 0 2 0 1 2
split_gain=0.11798 0.292236 0.431037 0.479649 0.35349 0.204953 0.501321 0.113774 0.338857 0.411207 1.83322 0.629933 0.511609 0.276096 0.982855 0.271223 1.16642 0.497662 0.74352 0.244534 0.376306 0.315029 0.83296 0.798022 1.3472 0.733939 0.598514 0.357952 0.401383 0.336705
threshold=0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 0.52332265500000019 0.67036915065000013 0.57987784795000008 0.47727612945000003 0.34524415440000006 0.34581299960000006 41.21013581150001 0.4622167001000001 48.008184682100008 0.34506451900000007 0.34482500525000009 50.264779514000004 51.307674290650006 52.932444045400004 0.5810754169000002 0.47648274005000008 0.47440196400000006 38.115457128050004 0.32600820335000008 41.902916368500009 44.921040431000009 0.46594413340000007 41.66248410610001 0.42314601355000009 0.31100865245000009 48.919835655300012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 -4 -7 8 13 10 -10 12 -11 14 19 -9 -17 -18 -19 20 21 25 23 -23 -25 27 -24 28 -1 -26
right_child=1 -3 5 4 -6 6 -8 15 9 11 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 26 24 29 -27 -28 -29 -30 -31
leaf_value=0.018222409123273241 -0.047909104987046203 -0.063057973963033462 0.05025647776244873 0.048293856441943464 -0.05076568018277524 -0.053292175674322116 0.032768551606230829 0.0011872355813447705 0.020476309558892569 -0.054291070877098273 -0.068775697707701006 0.0082633839127952326 0.011904908849318383 0.014732219207481896 -0.037529749059648433 -0.064913900171769151 0.025840748286963859 -0.080275001755842262 0.032278383614719595 -0.018407886864690314 0.013407015067632826 0.023119771650809046 -0.038020099556464487 -0.055788743731397257 0.01251930012678113 0.040580802482241711 -0.00097077151307029496 0.00755410784439453 -0.056011714645090367 -0.0080228837958383169
leaf_weight=0.273228986188783 0.80209595871019679 0.23748299152975949 0.33962413980043471 0.29334944888250902 0.12997541162621928 0.25657721595780458 0.49715871992520988 224.04940722590254 1.0370321009577304 0.88750355343654497 1.2925904027651993 3.3356430461572018 0.43500082194805145 2.9826937651232575 1.7554841731907789 0.80865097965579424 1.2056259748351292 0.329049987689359 0.26486673776526004 1.5351709633832786 5.7966691609472027 3.4337134109810021 2.6089486586861304 1.1486637858906741 3.9442257899791002 1.4186804033815859 1.8727421835064886 2.1622999897226691 0.54609861696371809 4.0368859488517046
leaf_count=4 102 79 6 7 83 75 8 1850 9 59 45 37 2 22 26 23 43 37 7 12 27 34 24 105 32 7 31 23 56 25
internal_value=0.000462112 -0.0102291 -0.00481852 -0.0251824 0.0178791 0.018005 0.00347285 0.000564408 -0.00187659 -0.011893 -0.0290451 -0.00331487 -0.0325178 0.000211757 -0.00120672 0.00100061 -0.0150309 0.0073848 -0.03008 0.00100907 0.00210327 -0.000952109 -0.00403134 0.00257059 -0.00515796 0.0109757 -0.0225385 -0.00311064 -0.0312562 0.00212896
internal_weight=269.717 2.55626 2.31878 1.22542 0.423325 1.09336 0.753736 267.161 40.5033 6.98777 2.32962 4.65815 1.3225 33.5155 30.5328 226.658 2.60819 1.79954 0.593917 28.7773 27.2422 21.4455 17.0452 12.5635 9.12978 4.40031 4.48169 2.98163 0.819328 7.98111
internal_count=2900 360 281 192 90 89 83 2540 580 152 54 98 61 428 406 1960 110 87 44 380 368 341 251 196 162 90 55 83 60 57
is_linear=0
shrinkage=0.0500028


Tree=654
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 2 2 2 0 0 0 2 1 0 2 0 2 1 1 2 1 2 2 0 0 0 2 1 1 0
split_gain=0.463991 1.13796 0.697948 0.392876 0.720035 0.592763 1.19546 0.701661 1.23723 0.433639 1.69767 1.47315 1.6835 4.24305 2.0513 2.46777 1.39389 1.36535 2.05993 1.75418 0.931315 0.826265 0.823789 1.74564 1.28179 1.11805 1.10217 1.10779 2.11117 1.02358
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.47727612945000003 0.34524415440000006 50.264779514000004 51.307674290650006 51.779769178100004 0.61532588845000014 0.50579323975000012 0.50356276755000018 38.592454371550012 0.35585760905000008 0.47976108500000009 40.660558922250004 0.49967066855000003 36.372781240150012 0.37668033890000002 0.35877668335000007 39.685256516350002 0.34988473400000003 43.57842012870001 38.703421923500009 0.52428071015000011 0.53136133645000017 0.51929582950000019 38.441102963850007 0.38906020780000011 0.39051226010000012 0.52266399210000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 9 -7 -8 -9 10 11 16 20 -14 -15 -16 -5 18 -11 -20 -13 -21 25 29 -25 -19 27 -27 -29 -24
right_child=1 2 -4 5 -6 6 7 8 -10 17 -12 12 13 14 15 -17 -18 22 19 21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=7.2185575078319994e-05 -0.0022668218924644583 0.00038141847165362676 -0.0019817248481004079 5.723956699981289e-05 -0.00053189876354423082 -0.0022991809656647496 0.001175621979335696 -0.002234485976165526 0.00089107140411621782 0.00097447072890938344 0.0012020272586556562 0.00014895251715185554 0.0016767654225893905 -0.0026398995738726064 -0.001843292345403251 0.00084232821806640927 0.0012741339890648378 -0.0013933774440663543 -3.9519108022456782e-05 -0.0026147596233015058 0.0010335526431577522 -0.00075840592638347533 0.00043864649961334923 -0.00054868752019278421 0.00018018312209636369 0.0010009947674487758 -0.001180483977140353 -0.0032232671442540889 3.8479007412972941e-05 0.0014080102207465045
leaf_weight=38.11170089134248 0.95627127034822379 2.8033121291955472 0.50328141398131254 5.4880072255618852 8.1824914587123185 1.006934498669579 1.1282039824873211 0.87914833053946473 0.85078881680965424 2.0815106611698848 6.0085656861774615 80.486399029381573 2.1035217642784101 2.5456523587927222 2.4825335391797125 2.2060936326161027 7.753835916519165 2.2966113967122537 2.8000085782259703 2.4083647653460507 4.2791539058089247 1.2400462436489759 11.506922587868759 9.1551077694166434 82.150263882052968 3.8241333067417207 2.5611241062288164 0.70880672521889465 15.316674338864685 5.4945762809365979
leaf_count=428 33 120 129 31 152 24 11 81 8 10 35 374 6 22 40 22 33 22 16 34 23 25 69 121 629 18 23 8 330 23
internal_value=0.000113721 -0.000491648 2.17353e-05 0.000122181 -3.45862e-05 0.000150227 -0.000567936 4.1989e-05 -0.000697327 0.000161117 0.000246277 0.00019278 0.000111584 -0.000633011 -0.00130463 -0.000579654 0.000769799 9.29171e-05 -0.00062369 -0.00113957 0.000193609 -0.00198381 0.000138872 0.000208322 0.0001071 -0.000165569 -3.97457e-05 0.00010744 -0.000105788 0.000751927
internal_weight=309.32 4.26286 3.30659 305.057 46.2942 258.763 3.86508 2.85814 1.72994 254.898 113.354 107.345 94.1034 9.3378 7.23428 4.68863 13.2418 141.544 8.52993 6.44842 84.7656 3.64841 133.014 108.307 91.3054 24.7073 22.4107 19.8496 16.0255 17.0015
internal_count=2900 282 249 2618 580 2038 124 100 89 1914 586 551 487 90 84 62 64 1328 85 75 397 59 1243 842 750 401 379 356 338 92
is_linear=0
shrinkage=0.00184769


Tree=655
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 1 2 2 2 2 1 1 1 2 2 0 0 1 1 1 1 0 0 2 2 2 2 0 0
split_gain=0.119905 0.876614 0.465836 0.154473 0.504407 0.149801 0.367666 0.367942 0.709518 0.318511 0.45323 0.261748 0.614063 0.763266 0.317296 1.19193 0.238976 0.42091 0.303507 0.846786 1.03827 0.412462 0.891238 0.353885 1.49711 2.32524 1.20698 1.92754 1.22308 0.713136
threshold=0.63514565435000014 0.49703601690000004 0.68186581240000022 0.49901200560000009 48.315732392000008 0.60665848330000005 0.47106374065000006 44.710446918150005 40.79983011445001 40.742467179200005 37.511241581900002 0.46613873835000008 0.48627286610000009 0.48363821445000005 41.902916368500009 41.792045663550006 0.58859016195000013 0.57944372925000021 0.46208197360000008 0.45280081435000008 0.45393850480000009 0.44705248345000009 0.56369569775000017 0.55041765215000005 39.995120105550008 41.24714903835001 41.986601436450009 42.297164883650005 0.55754318735000019 0.56639022785000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 11 -7 8 9 10 -8 16 13 14 15 -13 17 18 19 21 -21 23 -23 -1 -25 -26 -27 -28 -29 -30
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 25 26 27 28 29 -31
leaf_value=0.0011744400193897493 -0.070938413578256157 0.041345831217037624 -0.063776486339968269 -0.06478248113037266 0.020927070721814399 -0.019206979209442438 0.03818134727064923 0.036252945783159483 -0.065920998933757871 0.069989477578705647 -0.067106960948725813 -0.063688463049238697 -0.062819029468933293 0.022108539411020686 -0.068935003580988349 0.070618131152777069 0.01761232938472726 -0.024239999226932027 0.020074960968185757 0.0058051893053046189 -0.067578846398604342 -0.0048218100618549675 0.038522803874756512 -0.045275641715726456 0.030533849259541054 -0.064379275531314936 0.04969296586824571 0.0047452956765845445 -0.084222991842283199 -0.025206607660011194
leaf_weight=221.71237360017403 0.68414808691159068 0.57778971269726831 0.30689470140350739 0.29915976823031076 1.3593028320465235 1.0809681545943011 0.39767925430351192 2.1402035837527364 0.44112040551408427 0.36052528023719788 0.23069211810798151 0.63388173389830516 0.76151371400374035 1.8903315964271314 0.58718012738972913 0.37589395046234131 2.9668733450525897 2.4218017127714111 2.8815345708280793 1.3239519596099847 1.4344478980056008 3.6228497349075033 3.1817608526907861 3.1063817128015243 5.6232684897258869 1.6662861332297305 1.6107035279273985 2.7011486724950373 1.2905643321573737 1.686864217976108
leaf_count=1860 33 3 129 100 17 25 26 29 44 1 31 63 82 13 18 1 37 41 15 7 46 23 25 97 25 15 6 31 30 27
internal_value=0.000557782 -0.0108915 0.00526216 0.0147368 0.00546646 0.000696624 0.0113268 0.0205717 -0.00289734 0.0252158 -0.000472837 0.000507534 -0.0142036 -0.00358755 -0.0340043 -0.0136922 0.000750525 0.000553773 0.000792199 0.000569015 -0.0323566 0.000937908 0.0154457 0.000525541 -0.00760944 0.000416275 -0.0184948 -0.00800586 -0.0243719 -0.0507872
internal_weight=269.358 3.2273 2.54315 2.23625 1.65846 266.131 4.65119 3.57022 1.43002 0.988897 0.628371 261.48 4.2488 3.48729 1.59696 1.00978 257.231 254.264 251.842 248.961 2.7584 246.202 6.80461 239.398 17.6852 14.5788 8.95557 7.28928 5.67858 2.97743
internal_count=2900 282 249 120 117 2618 156 131 102 58 57 2462 177 95 82 64 2285 2248 2207 2192 53 2139 48 2091 231 134 109 94 88 57
is_linear=0
shrinkage=0.0597579


Tree=656
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 1 1 0 1 2 0 0 1 1 2 1 0 2 2 2 2 0 2 2 2 0 1 1
split_gain=0.109009 0.590897 0.320854 0.233102 0.244242 0.775916 0.227175 0.559323 0.665956 0.284538 0.224198 0.527342 0.196029 0.342485 0.250461 0.785187 1.8786 0.827643 0.294138 1.25613 1.9323 0.998259 1.6135 1.05044 0.987116 0.695779 1.15898 0.542623 1.75137 3.54896
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.60665848330000005 43.45354240915001 37.511241581900002 0.46613873835000008 0.48627286610000009 0.48363821445000005 0.58736265385000019 0.48250052395000009 45.027406014450008 0.58859016195000013 0.57944372925000021 0.46208197360000008 0.45206730335000006 39.468990633150007 0.44705248345000009 0.55041765215000005 39.995120105550008 41.24714903835001 41.986601436450009 42.297164883650005 0.55754318735000019 42.564639561200003 38.592454371550012 38.386256906100009 0.54317236010000014 0.41917906650000009 0.40367054880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 10 6 5 -5 12 8 9 -8 -3 -12 13 14 15 17 -17 18 27 25 -21 -22 -23 -24 -25 26 -20 -1 29 -29
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 20 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00024852642045882287 -0.076627321105240676 0.045047965439013717 -0.063425642193667378 0.059304386531800604 0.025505495711866659 -0.063525864721133696 -0.063707281256138656 -0.062525139644556277 0.020302842324457837 -0.010490797566979274 -0.064388787944086062 0.0072191405788854125 0.016028545661004544 -0.021915958779212097 0.018368854323705081 0.0037272268220242192 -0.077547145771785161 0.025435285387706293 -0.048691743412888712 0.028110435939431119 -0.059241317829665283 0.046349488344539828 0.0042742642587714087 0.0020555077487082159 -0.07244258549669691 -0.073181074301501822 0.061378080444195994 0.037339848398278003 0.023155771059828668 -0.079953342775375261
leaf_weight=206.16053514232772 0.41594975702173442 0.40359008358791548 0.27914782516654657 0.31121650600107331 2.5080843805917539 0.44805026630638167 0.63537981659101117 0.69211980691761699 1.8545638890354894 0.82420540849125246 0.42291067234873514 2.7903570709750056 2.9357426924980237 2.4113376338209482 2.8367098551243535 2.9535202437546095 1.5478209811262784 4.838935720792505 1.1346314299153193 5.5037484569475046 1.6316023264080266 1.557086683809757 2.6990536353550851 0.95119797065854106 1.9114900475833563 1.3876435374841092 0.48876407369971264 1.7606479458045208 11.740078315138815 1.9320411625085396
leaf_count=1764 23 4 129 18 34 59 51 82 13 31 129 42 37 41 15 30 33 38 70 25 15 6 31 5 52 25 2 12 51 33
internal_value=0.000499723 -0.00892497 -0.00169685 0.000653859 0.016516 -0.0131789 0.000454821 -0.0136653 -0.00346151 -0.0336567 0.00306735 -0.00220546 0.000675464 0.000497625 0.00071292 0.000511127 -0.0242196 0.000967929 0.000472255 -0.0070404 0.000367825 -0.0170814 -0.00741856 -0.0224717 -0.0476888 -0.0421107 -0.0155525 0.0010576 0.0118656 -0.0240288
internal_weight=267.968 4.31196 3.89601 263.656 3.26735 0.759267 260.389 4.00627 3.31415 1.45959 3.61686 3.21327 256.383 253.447 251.036 248.199 4.50134 243.697 238.859 17.2652 14.2542 8.75043 7.11883 5.56174 2.86269 3.01104 1.6234 221.593 15.4328 3.69269
internal_count=2900 327 304 2573 111 77 2462 177 95 82 175 171 2285 2248 2207 2192 63 2129 2091 231 134 109 94 88 57 97 72 1860 96 45
is_linear=0
shrinkage=0.0597579


Tree=657
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 1 2 2 2 2 1 0 0 0 2 2 2 0 0 1 2 2 1 2 0 0 0 1 1 0
split_gain=0.117505 0.260264 0.188022 0.118207 0.302879 0.625383 0.295562 0.307382 0.381026 0.746211 0.445041 1.0259 0.600819 0.381094 0.342479 0.463568 0.286367 0.523342 0.2686 0.948509 1.32708 0.968669 0.651758 0.315775 0.288619 0.785583 0.566622 0.671261 0.568496 1.10376
threshold=50.666627092000006 0.48363821445000005 51.779769178100004 49.49736495185001 48.988717865950008 0.31100865245000009 48.852845034800005 48.461603274950008 47.833738492450003 46.177190236600005 0.45877368940000007 0.57161462230000015 0.48607826115000008 0.61802041855000012 43.45354240915001 40.79983011445001 40.742467179200005 0.62406814170000013 0.57600071855000012 0.45772581660000006 41.792045663550006 40.922041107600009 0.46128858420000007 42.541806567400009 0.56639022785000004 0.56369569775000017 0.56276758185000009 0.44805544745000009 0.4410796084000001 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 8 9 13 11 12 -11 18 15 16 17 -15 24 21 -21 -20 -22 -24 25 26 27 28 29 -1
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013486872324412471 -0.066049320199703804 0.016231548817549811 -0.025175457823728622 0.012226245594563373 0.0078661218540830025 -0.048096175602037036 0.01799117499763131 -0.01982461497826311 0.020514153078882994 -0.0024337146644177977 -0.067358485574205332 0.038213777494470788 -0.071312829534010552 0.053834901377955553 0.047885606055070418 -0.068493306867171672 0.073737661964955625 -0.069854949830646537 0.0071664637268619939 -0.073565095530825908 0.05546057889070842 -0.082712029357526765 0.027251780280838835 -0.023603461512633973 0.012236963125860718 -0.036698709035260207 0.028340891966762524 -0.02590414409785384 0.030661452603262199 -0.02722261551999677
leaf_weight=206.17643541578582 0.34465132735203896 0.90379249106626935 0.9319689777912572 3.6120366376126176 1.7478650026023381 1.6006182897253891 4.0685901772230855 3.1003062622621647 3.9833090048050499 0.94725452968850721 0.89789816984557536 1.0047379313036797 1.2024871697649357 0.31098193314392053 1.3583198284322859 0.30446199321522727 0.31340988895681221 0.26515606616339937 0.81808425637427662 0.7409353031143836 1.4223233908414843 1.2973561207763848 0.90744466260366641 1.1689072459994347 9.0329642209981085 2.3574675719719371 3.0907185915857545 3.9703119564801446 2.6588521245867005 5.81688764959108
leaf_count=1680 74 21 36 66 9 36 22 22 33 16 34 6 43 10 20 66 2 145 39 135 4 22 25 35 94 32 21 34 15 103
internal_value=0.000481588 -0.0144728 -0.00478973 0.000605016 0.000443919 -0.0188846 0.000695541 0.000417565 0.000668546 0.000347282 -0.0271802 -0.0157437 -0.0409622 0.000808218 0.0256705 0.000398424 0.0239777 -0.00309089 0.000543217 -0.0125772 0.00507479 -0.0479542 0.0217288 -0.00137779 0.000900917 0.000443927 0.000838863 0.000450061 0.000937521 0.000564719
internal_weight=266.357 2.18041 1.83576 264.176 260.564 3.34848 257.216 253.147 250.047 246.063 4.05238 3.15448 2.14974 242.011 2.55233 1.19401 0.889548 0.576138 239.459 6.35505 4.23961 2.11544 3.49868 2.07635 233.104 224.071 221.713 218.622 214.652 211.993
internal_count=2900 131 57 2769 2703 45 2658 2636 2614 2581 99 65 59 2482 243 223 157 155 2239 260 199 61 64 60 1979 1885 1853 1832 1798 1783
is_linear=0
shrinkage=0.0646839


Tree=658
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 2 2 0 0 0 1 1 1 1 0 1 1 0 0 2 1 1 1 1 1 2 0 1
split_gain=0.113808 0.512199 0.275487 0.215085 0.214052 0.640431 0.194077 0.502479 0.440281 1.4428 0.181341 0.287941 0.224803 0.655081 0.911738 0.317128 0.755519 0.299871 0.535087 0.336275 0.963018 0.617215 0.591231 1.1117 1.04869 0.499279 0.688466 3.33925 0.830938 2.9714
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.60665848330000005 43.45354240915001 37.511241581900002 0.46613873835000008 41.792045663550006 42.599563320500003 0.5810754169000002 0.58859016195000013 0.57944372925000021 0.46208197360000008 0.45280081435000008 0.45393850480000009 0.44705248345000009 0.56369569775000017 0.43887907550000005 0.44286099220000008 0.56501302355000016 0.55754318735000019 41.678468725050003 0.43374449865000003 0.42922367590000005 0.4274273225500001 0.42194844465000009 0.41917906650000009 40.878805547300004 0.53905571685000009 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 10 -8 -9 -10 11 12 13 15 -15 17 -17 19 -19 20 22 -21 23 24 25 26 28 -28 -1 -30
right_child=1 2 -4 4 -6 -7 7 8 9 -11 -12 -13 -14 14 -16 16 -18 18 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0010070126161206242 -0.077466746939846495 0.0017059526269592002 -0.06426505628601846 0.057053347266206499 0.024609345406728943 -0.064416360577518705 -0.064192950037220947 0.035769015424898999 0.021529758972734958 -0.075787607388977829 0.015843003774765295 -0.021120186157239002 0.017849232826636165 0.0054520975214475027 -0.067782027397190386 -0.0051117948032617291 0.036439372469584931 -0.035184412954573537 0.0050859831353294513 0.04019792297820058 -0.032104547482700412 -0.0069297398596170137 0.02701472402131044 -0.040692076185822934 0.039066323225625865 -0.019720649136989052 -0.018593116053640026 0.053736896768629611 0.012202668155956159 -0.055830127372366478
leaf_weight=193.1699522686431 0.37616302698734116 3.4391854456825972 0.252433853268485 0.27447424434649237 2.4863377001602203 0.39095779275521636 0.60622252084613082 0.79088969963777378 1.439054044429213 0.93293564738996781 2.8577743186615399 2.2885656179569187 2.7756065987050524 1.2876895219087594 1.2395816418575121 3.5424125425633965 3.0049535643775016 2.3926890785805872 2.5137749572750181 2.1809606243623412 3.3445145177829536 1.9606306392233817 3.1623159769806071 2.4110050528252023 2.6458457410335532 4.461549161351285 4.8284289636649174 4.6601264029741287 5.5071430872194451 4.2073592468223069
leaf_count=1622 23 175 129 18 34 59 101 16 15 45 37 41 15 7 46 23 25 26 22 25 61 22 43 48 31 34 29 20 47 61
internal_value=0.00040754 -0.0097094 -0.00280516 0.000564997 0.0163917 -0.0143131 0.000371815 -0.0133582 -0.00361478 -0.0167465 0.000575199 0.000401771 0.000599345 0.000405126 -0.0304679 0.000724907 0.0139584 0.000360007 -0.0145523 0.000674648 0.000362521 0.0178877 0.000845013 0.000472052 0.000924242 0.000458827 0.000882759 0.0169304 0.000132238 -0.0172624
internal_weight=265.432 4.06778 3.69162 261.364 3.15177 0.665432 258.212 3.7691 3.16288 2.37199 254.443 251.585 249.297 246.521 2.52727 243.994 6.54737 237.446 4.90646 232.54 228.398 4.14159 225.054 221.891 219.48 216.835 212.373 9.48856 202.884 9.7145
internal_count=2900 327 304 2573 111 77 2462 177 76 60 2285 2248 2207 2192 53 2139 48 2091 48 2043 1996 47 1935 1892 1844 1813 1779 49 1730 108
is_linear=0
shrinkage=0.0609531


Tree=659
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 2 1 0 1 1 0 1 2 2 0 0 0 1 1 0 1 1 0 1 1 2 0 1 1
split_gain=0.448029 0.697839 0.424139 2.78031 1.92471 2.7633 1.58231 1.09964 2.39071 1.01059 1.80411 1.09496 0.921318 1.19529 3.04647 0.870952 0.867748 0.970872 1.01823 1.27825 1.24682 2.27744 1.03375 1.01631 1.22306 1.89589 1.25934 1.18297 0.848493 0.833147
threshold=0.30949672165000003 0.37331217625000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.32600771660001 0.37668033890000002 0.49678153350000009 0.36543816055000006 0.36597706655000006 0.48607826115000008 0.34587287805000005 43.124157941850008 42.541806567400009 0.48368312325000012 0.51589772760000019 0.51929582950000019 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.39078171310000004 0.38733870245000007 0.53136133645000017 0.39458399450000009 0.39584144190000009 38.318569170500005 0.52898116820000018 0.39167988980000007 0.36000419150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 7 -7 -4 -9 11 -11 15 -13 14 29 -2 -6 -18 22 -20 -21 -22 -19 24 26 -26 -23 -27 -25 -14
right_child=2 -3 4 -5 16 6 -8 8 -10 10 -12 12 13 -15 -16 -17 17 18 19 20 21 23 -24 28 25 27 -28 -29 -30 -31
leaf_value=0.00048634186487723905 0.00013197386326647471 -0.0020786481271491491 0.0013919887783872069 0.0014233032173828321 0.00086372681287841138 -0.002623919102495344 -0.00022694984150204955 -0.0025442006686090387 0.0012682789829537909 0.00046622516227259024 -0.0018214033311659055 0.0011844780884452072 0.00089363705800431801 0.0010962269793825066 -0.0014464412471058626 -0.00058931321256637146 -0.0010333820507861611 2.9325978147508823e-05 -0.0010696585900449819 0.00095558599520022074 -0.0027668887020827183 0.00020399148527294579 0.0012700806744321887 0.0018878849278727275 0.0012082424144316958 -0.00022079199634158939 -0.002397821771568746 -0.0022732227266990561 0.00012121640097515781 -3.3732175285015311e-05
leaf_weight=0.7572265788912762 107.10186650652031 0.88370741636026651 1.9777439013123492 6.8626691401004782 5.7012872584164134 3.2371403155848384 1.5735095150303093 1.2144056111574175 1.3194237421266732 2.6141209602355948 2.6885809507220984 6.129012648016217 8.6355705372989231 6.0493353027850381 3.9138257876038542 6.847844428382813 2.9318601062986991 4.8033438790589553 3.7571355812251559 6.0932663502171627 1.0971011407673348 1.0863740670029067 5.5817653052508831 1.0571386590600003 2.8899349346756917 4.2593746744096279 2.0936072492040694 1.4462913309689609 92.517146991227492 6.5493336841464034
leaf_count=11 761 104 8 34 27 42 26 29 16 11 33 25 48 25 23 35 27 37 20 33 11 15 20 3 12 83 45 31 1274 31
internal_value=0.000126782 -0.000895006 0.000132334 0.000202772 5.56842e-05 -0.000806074 -0.0018399 0.000296283 -0.000558954 0.000147128 -0.00069365 0.000177827 0.000502801 0.000336665 9.60809e-05 8.86279e-05 0.000115053 8.21212e-05 0.000107938 5.54068e-05 9.29669e-05 4.35886e-05 0.000696204 7.28566e-05 -0.000470034 -8.56759e-05 -0.00150897 -0.000741049 0.000141175 0.000493658
internal_weight=303.671 1.64093 302.03 157.392 144.638 9.32222 4.81065 4.51157 2.53383 150.529 5.3027 145.227 31.2771 25.1481 19.0987 113.95 135.316 129.614 126.682 116.297 112.54 106.447 10.3851 105.35 11.7756 8.5956 3.17998 5.70567 93.5743 15.1849
internal_count=2900 115 2785 1026 1759 121 68 53 45 992 44 948 152 127 102 796 1638 1611 1584 1527 1507 1474 57 1463 186 126 60 114 1277 79
is_linear=0
shrinkage=0.00196078


Tree=660
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 2 2 2 2 0 0 0 1 0 1 1 1 2 2 2 1 1 1 1 1 1 1 0 0
split_gain=0.110193 1.05787 0.760349 0.682881 0.899433 0.591097 1.26348 0.604201 1.17719 0.482158 0.43382 1.93296 0.823313 1.08286 0.952918 0.671235 2.29191 0.921069 0.930759 1.48368 0.655718 2.26276 0.836804 1.59776 0.830975 0.672026 0.579683 1.21867 1.10883 0.819934
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.34524415440000006 0.54422023290000021 40.036761086100007 40.166811829450005 40.496232821400007 40.337496327150006 40.580626202750004 0.54191491270000014 0.54475913895000005 0.55240861050000023 0.42194844465000009 0.55754318735000019 0.38398550940000004 0.39135055835000004 0.37982395740000008 40.922041107600009 41.028010303750008 41.093509583400007 0.43625939340000008 0.43706775245000007 0.44286099220000008 0.44751654140000008 0.46419268885000003 0.41865513010000005 0.41367024935000007 0.54017843775000018 0.53321756835000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 -7 8 -8 -9 15 -12 13 -13 -14 17 -17 18 -11 -20 24 -22 -23 -24 -16 -26 27 29 -28 -18
right_child=2 -3 5 4 -6 6 7 9 -10 10 11 12 14 -15 20 16 26 -19 19 -21 21 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.00058995479901963709 0.0076086642321567194 0.033059210487290769 0.016443515837223761 -0.037860281965587952 0.0043011798965504663 -0.037178419127295081 -0.0039171790675491536 -0.025590619333603785 0.035946097308256895 -0.02640319911759369 0.03865581945788623 0.0087194349580453703 0.031078148299462469 -0.045878631730373522 0.046279731297910909 -0.07004728577099352 -0.018678593070317273 0.031534205523977912 0.046277811774233041 -0.00066865322468960043 -0.075588847895457334 0.034082550314633635 -0.055951849825952443 0.0027461420715990787 -0.044814619830296831 0.031230137608837485 -0.053705325014423023 0.049121101701888582 0.019580618767348398 0.013372728577165137
leaf_weight=57.222935190417047 3.5109200756996861 3.9878431232646099 8.4612597605591855 5.8387409243732673 2.7725346204351808 3.3404133649928545 5.9751662659327831 2.7443301547318688 5.102691687301558 4.9938129363581529 5.6614821036346248 2.4417481854907228 4.2343854291830239 3.0174302849918604 2.3259472679346826 2.2377855540253249 7.3654178456636163 3.394184914417564 2.5697658085264257 93.558668802725151 1.5345966327004159 2.5135967284441021 1.925163703039291 16.397510182490805 0.92850578296929576 0.80702402825045283 2.1342012582754246 1.7109516579657782 1.1973640024662016 4.9638439870905131
leaf_count=828 16 24 60 39 29 36 48 24 36 34 29 31 30 22 8 22 129 18 12 780 49 10 23 388 9 36 83 12 6 29
internal_value=0.000437563 0.00270531 -0.000244017 -0.0150482 -0.0242857 0.000692927 -3.50209e-05 0.000655295 0.0144447 -0.000250426 0.00016872 0.0055405 0.000350824 -0.0214583 0.00423321 -0.00163971 -0.0119878 0.00030182 -0.0007465 0.000586349 -6.7271e-05 -0.00415787 0.00110304 -0.00342126 0.022464 -0.00945369 -0.00450872 0.000915109 -0.0273664 -0.00577451
internal_weight=264.87 61.2108 203.659 12.1222 8.61128 191.537 183.076 179.736 11.0779 168.658 165.913 41.7874 36.1259 5.45918 30.6667 124.126 19.6096 104.516 101.122 96.1284 26.4323 22.3709 20.8363 18.3227 4.06148 1.73553 17.3718 14.0402 3.33157 12.3293
internal_count=2900 852 2048 84 68 1964 1904 1868 84 1784 1760 635 606 53 553 1125 281 844 826 792 523 470 421 411 53 45 259 170 89 158
is_linear=0
shrinkage=0.0609531


Tree=661
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 1 0 1 2 1 0 0 1 0 1 2 2 1 2 2 0 2 1 2 2 2 1 0 1
split_gain=0.115005 0.496676 0.11003 0.25756 0.461816 0.429763 0.298002 0.14216 0.407615 0.109786 0.11257 0.0858311 1.36421 0.87087 0.37873 0.392345 0.384868 1.87018 2.03731 0.822585 1.3475 4.25734 1.31966 2.3281 1.21283 1.32691 1.74691 1.55583 1.82151 1.37034
threshold=0.30949672165000003 0.37331217625000007 0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 0.52332265500000019 0.67036915065000013 0.57987784795000008 46.177190236600005 0.50525433370000017 0.48543456785000005 0.48368312325000012 0.34587287805000005 0.48181192180000004 0.34554354660000003 43.45354240915001 43.061965423550006 0.34581299960000006 42.852084787850011 42.178283198950005 0.47760546090000006 41.532441862050007 0.34569324270000007 41.289992964000007 40.922041107600009 40.580626202750004 0.34554354660000003 0.47868327295000007 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 5 9 -7 -6 -9 10 -4 12 14 -13 16 -16 17 19 -19 20 22 -22 24 -24 25 26 27 29 -29 -2
right_child=2 -3 3 -5 7 6 -8 8 -10 -11 -12 13 -14 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.018926906599105286 -0.0066439806178689989 -0.062538212300741858 -0.067460229201897703 -0.077041656830626914 0.058617688879957795 0.056343974497741686 -0.060636529065453179 -0.062829525591015845 0.040668392552394038 -0.071531351167500201 0.019221795913049164 0.023414200405797253 -0.03368510022474188 0.00056318625147168085 0.021490424584416426 -0.00070647164889151373 0.0066307126326011342 -0.099356392816405972 0.0010123528083162186 0.026051053571342478 0.0065186676479330567 -0.077178255824922479 -0.0038846562543490481 0.047920742476434047 -0.035062549238348735 0.023497964070716124 -0.050050137076549879 0.017181812503702081 -0.07757873589039177 0.025363663778676358
leaf_weight=0.57215602044016012 13.320551560173053 0.50150196702452376 0.10024533113028133 0.20189721350106982 0.30022032113629382 0.25769340217811987 0.11137471976144298 0.19651206939670374 0.44046740280464292 0.55242125585209578 0.11473102750824182 6.1981027238070956 4.3055691667832425 152.29051199652895 5.9724769219756109 5.4280932731926441 19.856035277247429 1.4647875942755484 1.4245295403525231 3.8522512494237153 6.1362117966636998 3.3578558298759162 7.2879709964618069 5.3877680357545614 4.0484343692660323 6.6324388631619504 2.9124438054859629 1.1826444223479478 1.8694284893572328 7.4468593502679132
leaf_count=11 144 104 23 79 6 7 83 75 8 25 54 30 24 1595 25 23 142 32 14 28 56 50 52 23 25 34 22 43 16 47
internal_value=0.00039279 -0.0191252 0.000472575 -0.0126107 -0.00633758 -0.0319469 0.0210424 0.0247168 0.00873865 -0.0574313 -0.0211988 0.000586918 -0.000766274 0.00145683 0.000686208 0.0109219 -0.000667851 -0.00285288 -0.0498713 -0.000711302 -0.00244159 -0.0230832 0.00147093 0.018135 -0.00417498 -0.000427078 -0.0063631 -0.00102142 -0.0408601 0.00483345
internal_weight=263.724 1.07366 262.651 2.27556 2.07367 1.13647 0.369068 0.9372 0.636979 0.767398 0.214976 260.375 101.886 158.489 97.5808 11.4006 86.1802 66.3242 2.88932 63.4349 59.5826 9.49407 50.0885 12.6757 37.4128 33.3644 26.7319 23.8195 3.05207 20.7674
internal_count=2900 115 2785 360 281 192 90 89 83 102 77 2425 800 1625 776 48 728 586 46 540 512 106 406 75 331 306 272 250 59 191
is_linear=0
shrinkage=0.0597579


Tree=662
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 1 0 0 2 1 0 1 2 0 0 2 0 2 2 2 2 0 0 0 1 1 1 2
split_gain=0.417499 0.660999 1.76134 2.04255 1.71568 1.71466 1.61717 1.61601 2.15643 2.53608 1.56209 0.842831 0.821118 1.05837 0.760029 1.48116 1.51229 1.51152 0.9161 0.750151 0.739208 1.63909 1.01856 0.766621 1.1267 1.4265 2.35808 0.97625 1.37717 4.21327
threshold=0.47727612945000003 0.50579323975000012 0.37668033890000002 0.35877668335000007 0.50356276755000018 39.685256516350002 38.592454371550012 0.36195024100000012 0.48607826115000008 0.50109278165000015 37.020641110850008 0.38398550940000004 0.51929582950000019 0.38906020780000011 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.54384599265000022 43.32600771660001 43.162556114600001 42.898324343550009 43.57842012870001 0.48543456785000005 0.47778509625000004 0.47868327295000007 0.34458549145000011 0.34500464060000008 0.34569324270000007 41.21013581150001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 10 20 -9 -10 -2 -4 -13 -14 15 -15 -17 18 -18 -7 21 23 -22 24 -8 26 -26 -27 29 -29
right_child=1 2 11 5 -6 19 7 8 9 -11 -12 12 13 14 -16 16 17 -19 -20 -21 22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-5.3312239635589103e-05 0.00033549058112643894 0.00093097226018989693 0.00072292238934592527 -0.00015171208438872837 0.001271924109606883 -0.0028107272720288129 0.00072483591446538477 0.0010077329529393068 -0.0029604919055930936 2.8936846299281453e-05 0.0017102131053376478 -0.00091253997741009673 0.00082610928934563491 -0.002584694959754115 9.4361056023054929e-05 0.0027775711878549152 0.0015438361890634253 -0.0017114645771162493 -0.00088631072163655939 -0.0010199818390955859 0.0012841653315154792 -0.0010722233847175382 0.0001825672074868669 0.00054319376471206892 0.00082091229262926124 0.00061549595836871249 -0.0020601824674717647 0.00037434642895621122 0.00029447702119062431 -0.0017465681905023682
leaf_weight=46.399045539481449 8.8420609417371434 2.0300306100398284 8.2535774810239655 2.8264259062707424 6.1056606420315793 2.4711728766560559 8.2154921814799291 1.7030975343659509 2.3819596716202796 2.0131969307549298 4.9608014151453963 3.1486887071514493 7.2912732558324924 1.1795781098771829 109.75365766202594 0.59961503744125355 1.4263052651658656 2.1986741595101194 1.0249943699891444 1.4139910675585268 5.1625806987285605 4.3130521383136502 8.6071913708001357 16.444356504827738 1.6640069894492615 9.232615575194357 3.1784120472148061 8.3185879550874251 15.494215551763771 6.3499245904386035
leaf_count=580 42 10 49 16 35 33 30 9 40 21 22 39 33 28 1240 1 7 90 161 26 18 26 36 78 7 35 40 34 66 48
internal_value=0.000117851 0.000148801 6.05321e-05 -0.000792409 0.000261 -0.00131367 0.00020325 0.000110371 -0.000865371 -0.00159119 0.000829571 0.000115813 7.62402e-05 0.000101455 5.59778e-05 -0.000599271 -0.000153147 -0.000531064 0.000527687 -0.00215899 0.000178781 0.000100388 0.00059558 0.000173795 5.79862e-05 -6.58559e-05 -0.00107015 5.75902e-05 -0.000113181 -0.000543787
internal_weight=303.004 256.605 143.618 8.74162 112.987 6.71159 106.882 93.0787 6.09825 4.39516 13.8029 134.876 126.623 123.474 116.183 6.42917 5.24959 4.64997 2.4513 3.88516 86.9804 73.2107 13.7698 68.8976 52.4533 44.2378 4.84242 39.3953 30.1627 14.6685
internal_count=2900 2320 1733 85 587 75 552 488 70 61 64 1648 1599 1560 1527 287 259 258 168 59 418 364 54 338 260 230 47 183 148 82
is_linear=0
shrinkage=0.00196078


Tree=663
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 1 1 2 1 0 0 0 1 1 1 0 1 1 1 2 0 2 2 0 0 2 2 1 1
split_gain=0.406008 0.74355 2.4285 1.68237 3.19636 1.46321 1.25627 2.21822 1.02562 1.05641 1.96022 0.993668 0.978723 1.13922 0.918223 0.877398 0.869557 1.78907 0.726984 0.697035 0.677456 2.30548 3.82108 1.28335 1.26051 1.67612 3.96134 1.67066 1.23279 1.59204
threshold=0.47727612945000003 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.104429861650011 0.36543816055000006 0.36597706655000006 38.592454371550012 0.35675578575000005 0.49588335680000006 0.51589772760000019 0.51929582950000019 0.38906020780000011 0.38733870245000007 0.39024280710000009 0.52324780695000006 0.39078171310000004 0.34524415440000006 0.37668033890000002 42.049402686800001 0.47997065955000012 44.086690780350004 42.448133449100006 0.48607826115000008 0.48218616210000004 41.261521012900012 40.12915366295001 0.34569324270000007 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=18 2 6 4 19 -6 8 -8 -2 10 20 -5 -13 14 -14 -15 -17 -18 -1 -3 24 22 23 -22 25 27 -27 -10 29 -29
right_child=1 3 -4 11 5 -7 7 -9 9 -11 -12 12 13 15 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=6.1572200535751524e-05 0.00084108135178675308 0.0013370075539124997 0.0013842859430185722 0.00090766063606545553 -0.0026440489831371745 -0.00031415053019848968 0.00054408807774468946 -0.0019520463157520305 -0.00048326513325465045 -0.00064807755588771969 0.0011657022576080965 -0.0010846658221682517 7.6968117695735481e-05 -0.00089111322813278492 0.0012510198481493057 0.00080167377261801431 -0.0025550185981751783 5.3074932738886772e-05 -0.00055741486522739917 -0.00027675167140284369 -0.00050314229583066079 0.00024075575859380311 0.00088012992254528322 -0.0024644414835922231 0.0011023707949610545 0.00047034629234066796 -0.002116812797366893 0.0012296852529673074 0.001316237144429061 1.3696830107915126e-05
leaf_weight=38.812410538754193 9.397438505664466 1.8603633120655998 6.6698632240295401 5.4354190044105044 3.0510078808292747 1.4789034241111947 2.5835804343223563 2.6806529141031206 6.8616518452763549 5.4306452535092822 7.4927830602973691 2.6642620489001265 4.5154253523796779 3.6385111790150395 5.4123631492257118 5.6656067580333902 0.98147173970937629 100.09535856904949 8.5576408788328973 2.1119342583697289 1.8038831856101767 22.183946858625859 2.8578883833251894 3.8947297194972634 6.0132460519671431 5.4425838328897935 3.6562514305114746 5.4789366349577966 6.3940081596374503 14.532153505831955
leaf_count=428 45 8 34 27 40 28 11 32 37 33 39 27 37 20 20 33 11 1463 152 37 18 91 10 43 26 24 20 18 19 69
internal_value=0.000112944 0.000143831 0.000258971 4.84838e-05 -0.000779653 -0.0018834 0.00018863 -0.000726993 0.000236147 0.000174383 0.000225952 0.000103317 6.77645e-05 9.32853e-05 0.00071703 3.7185e-05 6.88278e-05 2.77499e-05 -5.0251e-05 0.000479027 0.000136956 -8.61964e-05 -0.000933867 -0.0018436 0.000278749 0.000161847 -0.000569271 0.000361816 0.00058142 0.000346628
internal_weight=297.655 250.285 113.374 136.911 8.50221 4.52991 106.704 5.26423 101.44 92.0427 86.6121 128.408 122.973 120.309 9.92779 110.381 106.742 101.077 47.3701 3.9723 79.1193 30.7404 8.5565 5.69861 48.3788 42.3656 9.09884 33.2668 26.4051 20.0111
internal_count=2900 2320 569 1751 113 68 535 43 492 447 414 1638 1611 1584 57 1527 1507 1474 580 45 375 162 71 61 213 187 44 143 106 87
is_linear=0
shrinkage=0.00192234


Tree=664
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 1 0 2 1 1 0 0 0 1 1 1 1 0 1 0 1 2 0 0 2 0 1 0 0
split_gain=0.306213 0.834943 1.08073 0.979159 2.17403 0.920529 2.31966 0.814404 0.915652 0.884546 0.817761 0.917958 1.20298 0.8174 1.35022 1.97324 1.46701 0.987338 0.799001 1.47547 1.61749 0.635013 0.590278 1.47501 1.19159 1.21167 0.906073 0.804221 0.803676 1.41335
threshold=0.38906020780000011 40.621691032550004 0.51929582950000019 0.51589772760000019 0.52290350590000012 0.50300889195000009 0.37138109635000011 0.46928235680000008 40.337496327150006 0.33960061075000009 0.33263974130000007 0.43447800965000011 0.42314601355000009 0.47694679800000012 0.34479506600000004 0.34524415440000006 0.34632196640000007 0.36000419150000007 0.52215502530000013 0.39024280710000009 0.51243974730000008 0.31100865245000009 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.54384599265000022 0.45521092180000006 0.52428071015000011 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -3 -7 9 13 10 11 12 21 -9 -15 -16 -17 -18 19 -2 -21 -1 23 -20 -25 26 -26 -27 -24 -30
right_child=18 3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 14 15 16 17 -19 22 20 -22 -23 28 24 25 27 -28 -29 29 -31
leaf_value=0.00088108428242936979 -0.0022587203721744324 4.6645750538378542e-05 0.0010974729658910886 -0.0024104249063066551 0.00017404587410444663 0.0014601034820622208 -0.00055405670763274421 0.001015266659439318 0.0010631171176554723 -0.0013982146399313027 0.0014898358187740361 -0.0014829976578353574 0.0016246452699259283 -0.00094489328269664868 0.001432721625702718 -0.00095504352291424493 0.0009608287306942738 6.7578377919697458e-05 -0.0026729033651714598 -0.0021035941713400713 0.0008983215805203076 -0.0022211304694108795 0.0007065242704010679 0.0026325813079003269 0.0015625256211024515 -0.0023043145653072919 -0.00089087990346981059 0.00057081142608249931 -0.00066975790272448728 0.00012813943111928991
leaf_weight=0.39412800595164232 1.6443905569612969 104.1603474834119 6.4584287526085964 1.9500330365262915 3.4926112331449986 5.7509857621043903 3.5586678646504879 4.764052380109205 5.964973881840705 2.1922655006856075 1.2216661949642 1.626272292807698 1.3897460876032708 3.8707081191241732 4.8902681097388259 4.4070794209837905 6.0835430994629887 21.826273188460618 1.0281928018666793 0.97887375130085308 2.3391549581720028 0.71193888288689777 7.7387609605793832 0.54899519681930531 1.3520803847350182 1.4654234090121461 1.0118505122190979 0.50223625143553352 9.4649954362539557 86.885989962051099
leaf_count=4 12 734 29 29 32 32 34 22 30 63 11 16 6 21 18 27 35 107 25 56 24 51 51 1 7 48 161 42 147 1025
internal_value=0.000109094 0.000158541 0.000335758 6.04766e-05 -0.000751938 9.94445e-05 0.000690179 0.000252859 0.000340466 -0.000349407 8.08644e-05 -0.000336714 0.000410205 0.000246435 0.000157269 0.000271928 9.62739e-05 0.000262281 2.96444e-05 -0.000739973 1.27064e-05 -0.00111571 6.43646e-05 -0.0005385 -8.88453e-05 -0.000433765 0.000512377 -0.00157045 9.85869e-05 4.97583e-05
internal_weight=299.675 184.714 65.8013 118.913 5.44264 113.47 9.30965 59.3429 51.8069 7.53602 5.34375 4.12209 2.49581 45.8419 41.0779 37.2072 32.3169 27.9098 114.961 4.96242 3.31803 1.10607 109.999 5.90878 4.88059 4.33159 2.36393 1.96766 104.09 96.351
internal_count=2900 1301 440 861 61 800 66 411 260 151 88 77 61 230 208 187 169 142 1599 92 80 55 1507 284 259 258 168 90 1223 1172
is_linear=0
shrinkage=0.00196078


Tree=665
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 0 2 0 0 2 2 2 1 0 1 0 2 2 0 2 2 2 1 1 1 2 0 1 2 2
split_gain=0.107302 1.22061 0.451504 0.619378 0.269472 0.547131 0.215693 0.682852 0.420726 0.161815 0.344742 0.427554 0.898939 0.402099 0.427129 0.325672 0.268811 0.632052 0.874092 0.487253 0.769337 0.470371 0.758225 1.15109 0.802201 0.740239 0.663776 1.11974 0.411838 0.91025
threshold=49.275256100300005 49.49736495185001 0.5810754169000002 0.49901200560000009 0.6166282446500001 0.66697104880000013 49.700765821350011 0.55671985870000007 0.47648274005000008 48.680511450650009 45.673096293200011 47.001379125850008 0.41808628485000005 0.54191491270000014 0.3920092213000001 0.63075955810000017 43.19689381845 43.082598263550004 0.50356276755000018 43.022303514600004 42.898324343550009 43.542456167850005 0.34527409360000011 0.3465914194000001 0.34479506600000004 44.015822920550008 0.48119816770000007 0.35814795965000007 42.852084787850011 42.718072821900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 6 -4 -5 -6 -3 8 -8 10 16 12 -12 -13 -15 -16 17 19 -19 20 28 26 24 -24 25 -23 -18 -28 29 -1
right_child=1 2 3 4 5 -7 7 -9 -10 -11 11 13 -14 14 15 -17 21 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00096916871844001501 -0.095648996253540119 0.045977710563969133 -0.080147273040210396 0.040216600396237354 -0.077596935655546345 0.035183238731965105 0.0074413957097372568 0.028975556329693671 -0.076566357796481146 0.0094341926388226884 -0.077475880575373676 -0.016469864703388692 -0.0056975421663395904 0.056905041564057013 0.023517191711007832 -0.026668872970170988 -0.0074568097211020114 -0.056634049835926688 0.010139863350224586 0.029460547781660518 -0.033406372805362301 0.024064201896395625 -0.038127446893053661 0.0031999190338881187 0.039046360475545529 -0.049293597954828017 0.064585892255056732 0.0083526143190934578 0.026176039399239792 -0.032570561771457313
leaf_weight=189.99953154049717 0.6222041241126125 0.76198981888592277 0.60120046325027932 0.47924033075105377 0.38767527509480715 0.36218607559567317 0.49377391487360023 2.0380237114150077 0.5469836518750526 9.1010364477988315 1.1667697161901727 3.7506456696428359 2.1759809648792725 0.80783036490902338 1.2580526345409455 1.0186028572206849 2.8386762062727922 1.9760500628617585 1.5020270887325748 2.5095275109342756 2.9207977671649124 1.3278033102978981 3.7011806070804623 14.149733011319766 4.0315019637346268 1.0906077765976077 2.5697798877954483 3.8519390290239244 2.7251259534095871 3.5888975621928685
leaf_count=1899 22 5 36 14 15 33 3 34 57 56 53 44 24 5 19 31 40 34 21 22 44 29 32 170 13 31 9 39 22 44
internal_value=0.000585609 -0.00792634 0.00169819 -0.0252694 0.00157341 -0.0231237 0.0145495 0.00677109 -0.03671 0.000793187 0.000477306 -0.0114146 -0.0307514 -0.00195785 0.0156884 0.00106335 0.000984185 8.8975e-05 -0.0277974 0.000569737 0.000205833 0.00645827 0.00163655 -0.00536883 0.0210248 -0.00901727 0.0191113 0.0308555 0.000705923 0.000347382
internal_weight=264.355 6.29328 5.67107 1.8303 1.2291 0.749861 3.84077 3.07878 1.04076 258.062 248.961 10.1779 3.34275 6.83513 3.08449 2.27666 238.783 205.222 3.47808 201.744 199.234 33.5612 24.3008 17.8509 6.44991 2.41841 9.2604 6.42172 196.314 193.588
internal_count=2900 219 197 98 62 48 99 94 60 2681 2625 176 77 99 55 50 2449 2086 55 2031 2009 363 275 202 73 60 88 48 1965 1943
is_linear=0
shrinkage=0.0659776


Tree=666
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 2 0 2 2 1 0 0 2 1 0 1 2 2 1 1 0 0 2 2 2 2 1 2 1
split_gain=0.471584 1.09152 0.983109 1.44272 0.94904 1.20429 2.3323 2.27333 1.91896 1.70144 1.77707 1.143 1.10594 1.06776 0.946231 1.65843 2.36809 2.51504 1.79503 0.933327 0.78057 0.780445 0.7441 0.714486 0.613089 0.585808 2.72894 2.39192 1.29413 2.15857
threshold=0.52428071015000011 0.38042274180000007 0.38398550940000004 0.52646627350000019 0.48543456785000005 43.45354240915001 43.812290675100009 0.5089817670000002 43.124157941850008 42.564639561200003 0.36000419150000007 0.48368312325000012 0.50356276755000018 41.468518788800004 0.36730936200000003 0.50579323975000012 0.37852160115000005 38.771633980050005 37.360990606650006 0.39051226010000012 0.39024280710000009 0.48181192180000004 0.52161611930000007 36.514114975300011 41.495754733000005 42.178283198950005 42.686561923500008 0.34545372890000009 41.532441862050007 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 -3 19 11 8 -7 12 9 10 13 21 -8 -6 23 -16 -17 18 -18 -4 -19 25 -9 -12 -23 28 27 -27 -1 -30
right_child=1 2 3 -5 5 6 7 22 -10 -11 14 -13 -14 -15 15 16 17 20 -20 -21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.057710863744998e-05 -0.0018898183211637912 0.0016041542113120343 0.00027986776581618433 5.6306444564948154e-05 0.0014097742358720198 -0.002481703047361645 3.6236505434465545e-05 -0.0025935098409654361 0.0016965525192186382 -0.00067209243203045677 0.00020690777449219232 -0.00087084893584728847 0.0019430448113287729 0.00044687073351377997 0.0011704745551343327 -0.0012600760057933649 0.00026097735916182216 0.00049745075662560817 -0.0016208989221793986 -0.0022739347342576001 0.0014153924657199046 0.00094165166359958452 9.5964494736795956e-05 -0.00079737623491790894 8.8455382726054956e-05 -0.00038314890641526011 0.000115589737215407 -0.0026455149906887106 5.668078503798299e-05 0.0015672714758788507
leaf_weight=42.597594514794764 1.0906919576227654 1.4701295681297768 0.78200768120586817 100.26982936016066 9.2038182131946105 1.5486270831897844 2.5990348764462397 1.1737383297877384 4.1321301851421586 5.5544796030735588 5.5242322608828527 4.5626451843418172 1.9805782218463717 7.9157161787152281 7.7715400555171064 3.7258193492889431 4.8137221171055016 8.086988613009451 3.0660769999958575 1.6334619572153313 5.9360147677361956 6.982631139457224 0.56225355999777082 4.9757116436958313 5.6151118576526642 5.0630085868760935 33.44258100487059 2.6209347657859325 8.5215421391185355 5.9270537272095671
leaf_count=339 15 6 7 1408 50 13 40 36 16 35 27 24 12 30 41 35 34 30 25 51 22 27 27 25 21 56 318 35 72 23
internal_value=0.000126853 2.32542e-05 4.32875e-05 2.09408e-05 0.000183084 0.000346023 -0.000367594 0.000150799 0.000425395 0.000346496 0.000439216 7.20816e-05 0.000860888 0.000964548 0.000234355 0.000392594 0.000156712 0.000397718 -0.000471272 -0.00144714 0.000886021 0.000110921 -0.00172244 -0.000269002 0.000561362 5.31194e-05 -0.00012177 -0.00115482 0.000179203 0.00067635
internal_weight=299.15 105.246 104.155 102.685 193.904 78.5705 7.86423 6.3156 70.7062 66.5741 61.0196 115.333 4.57961 17.1195 43.9001 33.4002 25.6286 21.9028 7.8798 2.41547 14.023 110.77 1.73599 10.4999 12.5977 98.1727 41.1265 7.68394 57.0462 14.4486
internal_count=2900 1487 1472 1466 1413 498 128 115 370 354 319 915 52 80 239 187 146 111 59 58 52 891 63 52 48 843 409 91 434 95
is_linear=0
shrinkage=0.00192234


Tree=667
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 2 0 1 2 2 2 1 1 0 0 1 1 1 0 2 1 2 0 0 2 1 2 0 1
split_gain=0.103408 1.14987 1.08377 0.771531 0.706963 1.5544 1.42378 1.11169 1.69312 0.857126 0.819246 1.16794 1.40588 0.987735 0.87111 0.77816 0.70397 1.96492 0.829266 1.39762 1.79844 1.84125 1.30522 1.05332 2.16087 1.00061 0.738522 0.818199 0.719302 0.940479
threshold=0.39584144190000009 0.3982365797500001 37.064694648750013 43.673409002000007 41.840895355800008 42.102795028150005 41.322103772800006 0.53592706805000012 0.4019490434500001 41.558544840500012 40.823855932350007 40.036761086100007 0.42829556000000008 0.42440346100000009 0.56859076075000015 0.52937037810000021 0.39904493880000008 0.40105086675000007 0.42067602765000006 0.55335169605000012 43.061965423550006 0.42552618185000007 44.215931556700006 0.55754318735000019 0.56501302355000016 42.654057868200006 0.41640968835000008 47.833738492450003 0.58859016195000013 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 -2 -4 6 -6 7 15 -9 -8 11 -10 -13 -12 -15 -3 -7 -18 22 20 -20 -22 -19 -21 -25 -26 27 -24 29 -27
right_child=1 4 3 -5 5 16 9 8 10 -11 13 12 -14 14 -16 -17 17 18 19 23 21 -23 26 24 25 28 -28 -29 -30 -31
leaf_value=0.0013417580002132469 0.020516344464007897 -0.0037390608196024469 -0.069501581549758204 -0.0067431442989392817 0.042000847692508808 0.052056535267693077 -0.076185233035968664 0.069152604723808478 0.0012949502781371771 -0.017739133221138344 0.042834329787416511 -0.058319801538671411 -0.0051054465874163964 -0.025873855346087132 0.024374394792832221 -0.073733407291356204 -0.099259640036607324 0.043835744175375869 -0.10499487235278723 0.045784308091300713 0.036130703927992391 -0.069532397565247428 -0.074503321519149804 -0.079631650902918003 0.032342893891911154 -0.073189716581859382 0.024125072490174683 0.010670620590292048 0.0058525253554809571 -0.0060456259122533195
leaf_weight=181.44775207881321 1.0708192205056537 1.0447124150523444 2.1404780307784681 1.0391056099906562 3.9634521382831727 0.98135690018534916 1.4230359086614037 1.2647378891706456 20.744915431231224 2.4195186385913985 2.9967661369591942 2.9530685730278483 4.4361253649876744 2.4563847687095404 2.471793546788831 1.2409179182723162 0.68720917939208703 3.9031692594289806 1.0046164212399191 1.9114150239620382 1.3563208475243302 1.0408756927354259 0.88730540545657299 1.1628565508872295 3.6250518706438006 1.0597175605362275 1.3366808742284773 0.73750780883710831 8.7383147238724614 2.5079459563130513
leaf_count=1474 13 24 53 20 37 4 22 4 484 38 13 22 68 13 38 22 8 25 16 11 9 68 27 21 45 28 13 17 222 41
internal_value=0.000543843 -0.00120881 -0.0314803 -0.0489918 0.000433267 0.00676652 -0.00465406 -0.00128489 0.00119253 -0.0393838 -0.00119111 -0.00597165 -0.0263724 0.0157801 -0.000671175 -0.0417405 0.00225301 0.000621611 0.00296651 -0.00260066 -0.0378767 -0.00974879 0.0211384 0.00371349 -0.000990813 0.00474943 -0.00877598 -0.0358426 -0.00337895 -0.0259897
internal_weight=264.054 82.6062 4.2504 3.17958 78.3558 34.9038 43.452 39.6094 37.3238 3.84255 36.0591 28.1341 7.38919 7.92494 4.92818 2.28563 30.9403 29.959 29.2718 22.4071 3.40181 2.3972 6.86466 19.0053 17.0939 15.931 2.96149 1.62481 12.306 3.56766
internal_count=2900 1426 86 73 1340 592 748 688 642 60 638 574 90 64 51 46 555 551 543 461 93 77 82 368 357 336 57 44 291 69
is_linear=0
shrinkage=0.0597579


Tree=668
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 2 2 1 1 1 0 1 0 2 0 0 2 2 2 0 0 2 2 0 0 0 0 1
split_gain=0.515898 1.43674 0.834817 0.90782 1.37203 2.03049 1.17717 1.0721 1.33842 0.951699 1.93367 1.68518 1.56541 1.33892 0.982771 4.93228 1.5094 0.917309 0.894601 0.859529 1.66464 1.53603 1.25447 0.742675 1.62067 0.741737 1.1224 0.973508 0.843677 0.725339
threshold=0.38906020780000011 0.51243974730000008 0.47727612945000003 40.621691032550004 0.51589772760000019 0.52290350590000012 43.124157941850008 43.57842012870001 45.027406014450008 0.34530403280000005 0.34479506600000004 0.34545372890000009 0.48218616210000004 0.34515433670000012 0.48077901860000011 41.811877919650009 0.48140774230000011 0.51929582950000019 40.380906245900007 42.773538294100007 42.428475018400007 0.48543456785000005 0.49811382890000006 38.238138001450004 37.962710038050005 0.52877159370000015 0.52975958800000011 0.52324780695000006 0.53781323915000012 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=2 -2 -1 17 6 -6 9 -8 29 10 -5 -11 13 -12 15 -13 -16 18 -4 20 21 -18 -23 24 25 27 -27 -3 -28 -9
right_child=1 23 3 4 5 -7 7 8 -10 11 12 14 -14 -15 16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-4.2165503345625224e-05 -0.0021292973318590876 -1.6905952693736247e-08 0.00027089004466218723 0.00062031402208752567 -0.0023719542614649767 6.4790493456065514e-05 0.0011804091018352448 0.00032798007531143462 0.0011438286809201548 0.0011639355075798142 -0.0021461992460107856 0.0009868814487503548 0.00019774006763151233 -0.00039035701422259644 0.0012198751449482759 -0.002402244218485167 -0.0010015426985699395 0.0011456298081793405 0.0011714057133421589 -0.00085466005317896018 0.0010893491078452038 0.00090841558939603131 -0.00048138449850766295 9.504973000228947e-05 -0.0025371896830839935 0.001738143686677191 -0.0022386851936414499 -0.0022683222646224001 -1.3732252960886671e-06 -0.00080117357379791041
leaf_weight=47.37366828933591 1.1867144071729843 1.5764745525084429 40.956153250299394 5.2162572219967833 2.0222907131537786 3.7577436352148652 7.7264869213104275 4.8750227093696576 4.4097080449573687 6.1027396498247972 3.9034884236752969 3.4540239535272113 3.6366787180304527 2.9178257482126355 4.7162290140986469 3.1625788379460573 5.4655127599835458 6.6103089917451134 4.7313452921807757 3.7532261312007895 5.5162661038339129 5.6002365499734861 4.5061170235276222 106.10380320290278 1.2266401195811329 1.350297525525092 0.70569818606599977 1.3506936370395122 7.9273770967192831 3.9671203196048737
leaf_count=575 57 13 207 20 29 32 30 17 29 29 31 14 15 18 15 37 26 29 24 23 22 21 35 1137 33 4 16 32 307 23
internal_value=0.000116851 1.76113e-05 0.000182208 0.00025979 0.00013438 -0.000787766 0.000201909 0.000599901 0.000261436 5.78355e-05 -0.000354838 0.000210835 -0.000841226 -0.00139514 5.0043e-05 -0.00063304 0.000202954 0.000462924 0.000364146 9.88795e-06 0.000163759 -0.000164128 0.000288746 3.88002e-05 -0.00038337 -0.000178733 7.57549e-05 -0.00104669 -0.000184259 -0.000178627
internal_weight=305.809 121.428 184.381 137.007 84.7096 5.78003 78.9295 20.9783 13.2519 57.9512 15.6743 42.2769 10.458 6.82131 36.1742 6.6166 29.5576 52.2978 45.6875 24.8414 21.0881 15.5719 10.1064 120.241 14.1372 12.9105 9.98337 2.92717 8.63308 8.84214
internal_count=2900 1599 1301 726 466 61 405 99 69 306 84 222 64 49 193 51 142 260 231 127 104 82 56 1542 405 372 327 45 323 40
is_linear=0
shrinkage=0.00196078


Tree=669
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 0 0 0 2 2 1 2 2 0 2 0 0 0 2 0 2 2 2 1 1 1 1 2
split_gain=0.103945 0.472815 0.264645 0.427681 0.411757 0.28058 0.569001 0.189741 0.187119 0.173931 0.206937 0.601153 0.200669 0.481421 0.361021 1.26041 0.172891 0.481155 0.358675 0.619304 0.304092 0.256425 1.0238 0.779575 0.207832 0.605453 1.22679 0.562321 0.394186 0.296485
threshold=0.62406814170000013 0.47777012665000013 40.742467179200005 46.177190236600005 48.315732392000008 0.49242537650000007 46.051945193250006 0.66697104880000013 0.63075955810000017 0.60665848330000005 43.45354240915001 37.511241581900002 0.46613873835000008 41.792045663550006 42.599563320500003 0.5810754169000002 49.275256100300005 0.39672464895000009 0.47648274005000008 0.55671985870000007 48.852845034800005 0.39614083410000006 44.921040431000009 48.315732392000008 44.527357125550004 0.41640968835000008 0.39167988980000007 0.35394149875000008 0.37668033890000002 43.874475754150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 5 -5 -4 8 -6 -7 12 11 -11 16 -14 -15 -16 20 -18 -19 -20 21 22 -1 24 29 26 27 -26 -29 -23
right_child=1 2 3 4 7 6 -8 -9 -10 10 -12 -13 13 14 15 -17 17 18 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.072209360902782571 -0.087586521259284095 -0.07607252044526909 0.07733944208744295 -0.077497208526545694 -0.030644874844862557 0.016775340968705185 0.060028261727023267 0.018148381105202359 -0.08884256932330642 0.06264327392811532 0.026809679377769593 -0.073928687211857899 -0.073556522477805392 0.035652919753092392 0.021932938933903783 -0.084888293952594659 -0.085790482357703632 0.023166218631226771 -0.078585269396307153 0.011735214648786107 0.016896873649831081 0.00077218782710263695 0.047424264994963196 -0.036762862370872111 -0.042244253704202706 0.014367907329132094 -0.083323512433058425 0.021369950024408491 -0.021324638067666737 0.012429532850848041
leaf_weight=0.43496654028422144 0.35600431493367013 0.22774020353972479 0.45828996598720573 0.44636173624894615 0.65547566558234371 0.12117350922198966 0.48006678372621536 0.96716359787387773 0.25587172629820998 0.26881093482370433 2.4200508469366468 0.38328156912757549 0.59001391819947402 0.80912781474762629 1.4223622200079264 0.87435174587881181 0.41389238089322988 1.2360025737434628 0.66021378798177444 0.85296203044708818 5.8062034165486685 216.07295462384354 1.8095144964754579 2.726414044853299 1.6500507269520293 3.7895546295912936 1.2486563426209611 2.8493959787301719 1.6881882993038742 11.252407313091679
leaf_count=115 23 131 2 31 18 6 2 49 65 18 34 59 101 16 15 45 6 6 66 36 33 1726 11 23 38 42 44 32 30 77
internal_value=0.000644211 -0.010602 -0.00301461 0.00190154 -0.0179441 0.0331168 0.00947134 -0.00156197 -0.0548994 0.000816342 0.0173769 -0.0176299 0.000617751 -0.0155789 -0.00456491 -0.0187336 0.00085483 -0.0154116 -0.00481594 -0.0276725 0.00106119 0.000683627 0.02424 0.000464494 0.000889968 -0.00840989 -0.0200175 -0.00724246 0.00548562 0.00134922
internal_weight=263.228 3.96815 3.61214 3.3844 2.069 1.3154 0.857112 1.62264 0.377045 259.259 3.07214 0.652093 256.187 3.69586 3.10584 2.29671 252.491 3.16307 2.74918 1.51318 249.328 243.522 2.24448 241.278 238.551 11.2258 7.43629 6.18764 4.53758 227.325
internal_count=2900 327 304 173 98 75 73 67 71 2573 111 77 2462 177 76 60 2285 114 108 102 2171 2138 126 2012 1989 186 144 100 62 1803
is_linear=0
shrinkage=0.0700159


Tree=670
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 2 0 2 2 2 0 2 0 2 2 2 2 0 1 0 2 0 2 1 1 0 1 1 1
split_gain=0.111869 0.344484 0.536556 1.0412 0.360546 0.649007 0.469348 0.414592 0.784533 0.289466 0.38767 0.331321 0.579731 0.392205 0.46759 0.76558 1.51504 0.708001 0.337969 0.265943 0.241239 0.694706 0.287987 0.774455 1.24887 1.66972 0.329797 0.283222 0.442459 0.395109
threshold=0.47727612945000003 0.34512439750000007 0.34500464060000008 0.47648274005000008 0.4622167001000001 0.35675578575000005 48.008184682100008 0.47694679800000012 43.968221017800005 48.919835655300012 48.680511450650009 0.46928235680000008 40.496232821400007 0.46768060835000008 41.902916368500009 39.468990633150007 37.360990606650006 43.57842012870001 0.39614083410000006 0.33672644530000007 0.47778509625000004 42.102795028150005 0.47886290830000006 39.56957118270001 0.34488488370000009 0.34566330350000002 0.47905751325000007 0.34458549145000011 0.34491482290000003 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 7 -3 8 -6 10 11 13 -13 14 15 16 19 -16 -19 -1 21 -2 23 -22 -25 -26 -24 -28 -29 -30
right_child=20 4 -4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 17 -17 -18 18 -20 -21 22 -23 26 24 25 -27 27 28 29 -31
leaf_value=-0.003665202880554943 0.028283263053941229 -0.077208897236091881 0.03540701643254153 -0.04817074972533561 -0.084283188667559697 0.025350660339484167 0.013074633936894614 -0.0071355640175333763 0.011362862433643277 -0.015595183496576858 0.034820800018119984 0.032858663713894828 -0.0034333271998408794 -0.04652708095952586 -0.078971976003646596 0.033263896047438887 -0.093102927701883886 0.017988766025487251 -0.031576972436055707 0.041791440554132073 0.027509184270263092 -0.010443123115330646 0.028638705842303554 0.0095817583232265663 -0.098187129513750263 -0.0010301771853634205 -0.024213803520116459 0.02122470804357365 -0.016936202771607244 0.0012616819585104192
leaf_weight=1.872605065756958 5.6922512426972371 0.94608713841080117 2.1018235661322242 2.2917348921764633 1.1953757595038039 1.9951089917449278 0.42587611079216003 3.228377768304199 0.68978839367628086 4.0790850948542348 2.0332074612379065 3.9892619401216489 5.13402150105685 1.0869075236842043 0.86080010439036447 3.46112523926422 0.91734314011409868 1.5140388853033075 1.3075852702604605 1.0107373418722998 1.9592985585331897 4.038872979581356 2.2185952803120008 3.1235214918851852 1.9002641290426256 1.7176419161260126 2.2551982738077632 5.4932116679847232 6.2893038094043723 187.44336962014268
leaf_count=58 22 67 12 24 47 20 2 25 7 26 7 17 32 10 74 37 21 40 37 17 10 19 12 15 31 19 15 23 33 2121
internal_value=0.000587571 -0.00288208 0.000541999 -0.00193716 -0.0156651 -0.00919599 -0.0491837 -0.0226748 -0.049286 0.00194872 0.00503498 0.00217218 0.0124358 -0.00561075 -0.00154722 0.00896469 -0.0131636 -0.0222769 -0.00498078 0.0122693 0.00121456 0.01221 0.000710809 -0.0120132 -0.0234998 -0.0520608 0.0012543 0.000952754 0.00123763 0.000670909
internal_weight=262.272 40.1409 31.6603 29.5585 8.48061 7.10865 1.37196 5.11354 1.88516 27.2667 23.1876 21.1544 9.12328 12.0311 10.9442 7.26181 3.80069 3.68242 2.82162 2.88334 222.132 9.73112 212.4 8.70073 6.74143 3.61791 203.7 201.481 199.226 193.733
internal_count=2900 580 412 400 168 99 69 79 54 376 350 343 49 294 284 133 96 151 77 75 2320 41 2279 75 65 50 2204 2192 2177 2154
is_linear=0
shrinkage=0.0714163


Tree=671
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 1 0 0 0 0 1 2 0 0 2 0 0 0 1 2 1 2 2 0 1 0 2 1
split_gain=0.47488 2.41967 1.69842 2.73487 1.20352 1.84507 1.18361 1.87566 1.16905 1.15814 0.947548 1.09841 1.03048 1.55468 1.54096 1.87769 1.74998 1.29839 1.06334 1.02355 0.874941 0.848567 1.39033 0.99253 1.39142 0.845108 0.697952 1.55265 1.84344 0.775853
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.37668033890000002 0.49678153350000009 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.51589772760000019 0.51929582950000019 0.38906020780000011 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.54384599265000022 0.52161611930000007 0.52324780695000006 0.45280081435000008 41.495754733000005 0.36000419150000007 43.124157941850008 42.564639561200003 0.48181192180000004 0.39078171310000004 0.52646627350000019 42.34047585750001 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 8 -8 9 25 -4 -12 19 14 -14 -16 17 -17 -15 -13 -18 22 -10 24 -23 -1 -20 28 -28 -29
right_child=2 -3 10 -5 5 -7 7 -9 21 -11 11 12 13 18 15 16 20 -19 26 -21 -22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=6.9591748760682978e-05 0.0011741126070916217 0.0013711085333883996 0.00089127751701545811 -0.0020141733732159865 -0.0026135333186452785 0.0006610831453538311 0.00042876675506832706 -0.0019037294740271568 0.0013122802359798421 -0.00090741474842201636 -0.0011310938884652321 0.0012555447565595411 -0.0026519422642353866 -0.0014903155102729108 0.002849059834039025 0.0015665923581151756 -0.0025230964392233277 -0.0010740690164217574 0.00069860231242228129 2.4483264813527707e-05 4.2515567695357888e-05 0.00034435871630258394 0.00014157975661584866 0.00079921063881414629 -0.0011182973175611448 0.00060900249127801228 -0.0025934793912369657 0.0013776188964312903 0.00035851345011532319 0.00010473293064753861
leaf_weight=97.259958097958588 2.4129162579774839 6.5624101981520644 5.6461132504045954 3.8876282023265958 1.1503048281883823 1.5569016451481728 2.6119760274887076 2.6911159513983876 9.5210560560226458 4.2860743775963774 2.8592242700979105 5.6301394086331111 1.4219166981056321 1.5837644689017896 0.61978155374526966 1.5146992052905264 2.0304808143991981 1.3574188272796162 7.6594378538429728 4.8192405849695206 0.68292370952985937 7.4694249927997607 6.6064687371253958 6.9099974781274787 3.7588933557271957 12.615335941314695 1.7777248215861612 1.8772694841027249 1.4992007027612997 95.358414414513391
leaf_count=829 10 34 27 58 29 24 11 33 53 23 27 24 28 11 1 7 46 161 30 33 44 29 29 31 22 47 37 6 37 1119
internal_value=0.000131511 0.000205108 5.03449e-05 -0.000774271 0.000167167 -0.000730317 0.000155334 -0.000754886 0.000187855 9.25183e-05 0.000104827 7.08506e-05 9.77345e-05 4.52089e-05 -0.000810801 -0.000388912 -0.000748204 0.000318564 0.000104695 0.000687781 -0.00187737 0.000505482 0.000832715 0.000214526 -0.000145293 0.000131524 0.000128048 8.45697e-05 -0.00124294 0.000129308
internal_weight=305.638 160.293 145.346 9.00775 5.12012 2.70721 153.73 5.30309 148.427 114.161 136.338 130.692 127.832 117.383 7.62722 6.2053 5.58552 2.87212 109.756 10.4494 2.7134 34.2658 16.1275 18.1383 11.2283 109.875 108.172 100.513 3.27693 97.2357
internal_count=2900 1141 1759 121 63 53 1107 44 1063 899 1638 1611 1584 1527 287 259 258 168 1240 57 90 164 82 82 51 876 1229 1199 74 1125
is_linear=0
shrinkage=0.00196078


Tree=672
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 1 1 2 0 0 0 2 2 1 0 2 0 0 0 1 1 0 0 2 2 2 1 0 1 1
split_gain=0.546985 0.811527 2.53721 1.86672 2.68072 1.02884 1.5667 1.17024 1.34984 1.27001 2.49575 1.64208 2.68584 1.90334 0.808464 2.26586 1.469 1.40397 0.875812 1.53037 1.55288 1.23356 1.8326 2.21743 1.01497 0.576584 0.840993 1.54946 0.553815 0.928954
threshold=0.47305469895000007 0.37138109635000011 0.36927038110000004 0.37482410710000008 39.852039223600009 0.36543816055000006 0.36597706655000006 38.592454371550012 0.47470135625000004 0.47670728420000003 0.47577916830000005 40.12915366295001 40.532725462000009 0.34524415440000006 0.51243974730000008 47.001379125850008 0.5025747732000001 0.51589772760000019 0.51929582950000019 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.52646627350000019 42.34047585750001 40.982542372850013 49.49736495185001 0.34392682850000006 0.4622167001000001 0.39167988980000007 0.39458399450000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 5 4 -3 7 -7 -2 -9 10 -10 13 -13 -11 15 16 -5 -16 -19 24 -21 -22 23 -23 -20 26 -1 -28 -24 -30
right_child=1 3 -4 14 -6 6 -8 8 9 11 -12 12 -14 -15 17 -17 -18 18 19 20 21 22 28 -25 -26 -27 27 -29 29 -31
leaf_value=-6.8921811846385026e-05 0.00076151852128814122 0.00025066705222889226 0.0013278938173209224 -0.00036072758472073589 -0.0024846371912679195 0.00040620906931359841 -0.0016081853189953031 0.0011525722806479477 0.00011919276162893 0.00025924638306635677 -0.0025851041393106866 0.001235755342575406 0.00013564757723725344 -0.0012598231332702819 0.0011113423716794294 0.0012813237436666539 -0.0025951147276838454 -0.00095135177536798511 0.0012416215788302043 -0.0011579010321460729 0.00087870412331931625 -0.0023322235040505387 0.00098598889495440109 0.00061644678372827996 5.4473468717882539e-05 0.0010284150208383007 -0.0021533572124229745 0.00025890920683644005 -0.00097751592841514618 7.9868658691867504e-05
leaf_weight=22.925534983281985 11.9006070215255 2.5057768747210494 6.893682785332202 2.3081921790726474 2.3897825125604868 2.581997610628604 2.6928137047216296 4.4063257947564116 3.5192001410759977 5.5748835578560811 1.7416583844460545 8.3846711702644807 78.604034456424415 5.6899768896400928 4.5655613858252755 1.565086137736216 1.7785701835528014 2.8096701957983887 6.2502774670720083 3.6276617143303147 6.0970192951790514 2.3634844517800953 2.2049173489212981 1.3784966447274198 4.0530503382906318 1.3715897798538197 1.9412290899635984 1.7096600810764355 2.9183490164577952 101.16954577733122
leaf_count=317 56 15 34 39 30 11 32 17 35 24 36 39 403 37 22 10 32 25 24 20 33 47 9 31 29 6 83 17 45 1342
internal_value=0.000106683 0.000131287 0.000236619 3.73407e-05 -0.00108458 0.000176482 -0.000622148 0.00021164 0.000151004 0.00010837 -0.000776091 0.000155727 0.000241685 -0.000508049 7.57252e-05 -0.000609153 -0.00133314 0.000103889 6.92728e-05 9.13207e-05 3.25333e-05 6.97194e-05 2.48936e-05 -0.00124597 0.00077463 -0.000139796 -0.000200086 -0.00102373 6.96338e-05 5.02224e-05
internal_weight=307.923 279.975 131.99 147.985 4.89556 125.096 5.27481 119.821 107.921 103.514 5.26086 98.2536 86.9887 11.2649 143.09 5.65185 4.08676 137.438 132.872 130.063 119.759 116.132 110.035 3.74198 10.3033 27.948 26.5764 3.65089 106.293 104.088
internal_count=2900 2477 724 1753 45 690 43 647 591 574 71 503 442 61 1708 81 71 1627 1605 1580 1527 1507 1474 78 53 423 417 100 1396 1387
is_linear=0
shrinkage=0.00184769


Tree=673
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 2 2 1 0 1 1 0 0 2 2 2 1 0 1 1 1 2 2 1 2 2 1 0 0 2
split_gain=0.556426 0.878196 1.29015 2.91709 1.96219 1.76867 1.59479 1.51931 1.12768 0.979116 1.64757 2.4558 6.02079 1.60625 2.18935 1.08077 0.745784 1.37417 1.83935 1.05955 1.31359 1.41502 2.26688 1.13143 0.864267 1.26338 1.61241 1.44878 1.15542 0.941255
threshold=0.52366695610000014 0.48543456785000005 43.45354240915001 0.5089817670000002 0.49967066855000003 43.124157941850008 42.564639561200003 0.36000419150000007 0.48368312325000012 0.36730936200000003 0.37138109635000011 0.51243974730000008 0.50356276755000018 38.771633980050005 36.735256530150004 36.514114975300011 0.39458399450000009 0.52772372085000019 0.38991347565000006 0.39584144190000009 0.39971857130000005 36.514114975300011 43.633733172900008 0.4019490434500001 40.823855932350007 40.036761086100007 0.42829556000000008 0.53839705400000015 0.57507260265000015 39.893178577750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 6 7 -3 -1 15 -11 12 -12 14 -13 -9 17 18 -2 -18 21 -21 -23 -22 25 27 -27 -25 29 -29
right_child=16 2 3 -5 -6 -7 -8 9 -10 10 11 13 -14 -15 -16 -17 19 -19 -20 20 23 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00012152553262325956 9.8218181310713947e-05 0.00094446869179419773 -0.001039122830065067 -0.0026895332683758866 0.0013260829926610756 0.0017040089244193173 -0.00066238474141989295 0.00030756190637716303 -0.00087764179917416757 0.0013716329765558726 0.0013151186645231328 0.0010006632721614845 -0.0027644063751178075 0.00092165727331022134 -0.0010631870975132786 -0.00093755249103440945 0.001092584046616852 6.8442735113561501e-05 -0.0024675019977657997 0.0011702312158474856 0.0013816067431573818 -0.002358464026897288 0.00017652223690584309 -0.0024737313774340292 0.00022091424608267624 -0.0019137173759332367 -0.00013748613457611715 8.3418968287547561e-05 -0.0014425554197054877 0.001296641128194773
leaf_weight=112.30454764672322 1.9347649645060281 17.021719396114349 2.4614835411775848 1.6941536229860501 2.9825341743417084 3.9674350582063189 5.4261382130207485 5.902857691049574 4.5175030874088398 5.7941617146134368 2.5220420984551337 3.4593290279153752 3.1011763941496611 13.892167136073111 4.6090703448280692 4.9094170704483986 3.7523555299267164 7.2276799781247973 2.4153317762538791 1.1465125335380424 2.5493559958413234 3.0329912891611457 2.4532293509691954 0.859420989407229 49.100533864475437 3.3104457054287177 4.8341104583669221 19.93110419536243 1.7004721926423361 2.8045433089137068
leaf_count=891 18 80 32 58 27 16 34 27 24 28 13 22 37 49 27 25 21 63 53 11 17 62 27 13 651 23 68 196 273 14
internal_value=0.000127882 0.000190352 0.000351833 -0.000442575 0.000256668 0.000432147 0.000356424 0.000446737 8.28878e-05 0.000255014 0.000421131 0.000221471 -0.000934719 0.000517525 -0.000178311 -0.000257794 1.43445e-05 -0.000455625 -0.00132636 7.13353e-05 2.95563e-05 -0.000810897 -0.00122491 9.50694e-05 5.53333e-05 -0.000187791 -0.000859455 2.84681e-05 0.000116471 0.000233075
internal_weight=301.619 194.566 77.7437 7.13817 5.44402 70.6055 66.6381 61.2119 116.822 44.1902 33.3779 27.5838 5.62322 21.9606 8.0684 10.8123 107.053 11.5778 4.3501 95.4751 91.7227 6.63273 5.48622 85.09 82.5406 33.4401 8.14456 25.2955 24.4361 22.7356
internal_count=2900 1390 475 117 59 358 342 308 915 228 176 148 50 98 49 52 1510 134 71 1376 1355 100 89 1255 1238 587 91 496 483 210
is_linear=0
shrinkage=0.00196078


Tree=674
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 2 0 1 2 2 2 2 1 1 0 1 0 2 2 0 1 2 2 1 2 0 1 2
split_gain=0.108574 0.245607 0.511884 0.482599 0.329344 0.119057 0.115327 0.23529 0.133233 0.243463 0.12512 0.28139 0.308788 0.671182 0.562326 0.412684 0.278905 0.312337 0.42842 0.350759 0.43074 0.303127 0.891829 1.16254 0.811163 0.604739 0.226857 0.399891 0.2201 1.80963
threshold=50.666627092000006 52.932444045400004 0.61532588845000014 0.5810754169000002 52.112812606450007 54.250788968550005 50.065525775750011 49.275256100300005 0.3972336157500001 0.43808568605000003 48.852845034800005 48.461603274950008 47.833738492450003 46.177190236600005 0.37482410710000008 0.43967246490000006 0.61802041855000012 0.45877368940000007 0.66294422320000013 45.027406014450008 40.79983011445001 0.57600071855000012 0.45772581660000006 41.792045663550006 40.922041107600009 0.46128858420000007 40.742467179200005 0.62406814170000013 0.45206730335000006 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 -2 -5 -3 7 10 -9 -10 11 12 13 16 -15 -16 21 -18 19 20 26 28 24 -24 -23 -25 27 -19 -1 -30
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 -17 17 18 -20 -21 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0014987811917211702 0.035430081103370668 -0.065580933813569553 0.016649004885565661 -0.079407526547202387 0.0095002424720493465 -0.14071266264777932 0.016183040961124211 -0.0060078944885695179 -0.068778116921065516 -0.0034404640863395547 0.0093785662998703365 -0.018459456745053688 0.01870450933751986 -0.080544636452338392 0.0038409349155120245 -0.042707863446105936 0.073656520376378945 0.048253118870872469 -0.083718824677903952 0.056319250203129619 -0.066411696007009718 0.0015423423216845949 -0.071928134762882345 0.051875629219614208 -0.080259634283959602 -0.002803400959741117 0.070723931664025463 -0.068549621692986007 0.015862245082125612 -0.048123229765974801
leaf_weight=224.00898082499043 0.7556003853969735 0.19118412767420512 0.27953095152042806 0.3630518950521946 0.31116916821338236 0.15246001089690253 1.9423944655572984 1.1088347472250455 0.49694942368660111 0.42591649934183806 6.7254839648958287 3.0725608402863136 3.8352458466542876 0.63055538106709663 1.8934752652421596 1.286234938597772 0.40257576908334103 0.27329299831762888 0.17055945923675597 0.70005357265472401 0.29626583056233358 0.8130714467260981 0.67653260395127279 1.3581838309764864 1.2174522853456435 2.0280279212020105 0.26763713359832764 0.20728122221953527 4.4662555423128643 2.9526749281794764
leaf_count=1884 32 38 6 28 17 10 33 8 24 23 45 22 33 23 39 37 6 9 107 4 52 39 135 4 22 60 1 64 45 50
internal_value=0.00067415 -0.0138525 -0.0470769 0.000628129 -0.0383745 -0.0989136 0.000788302 0.000672988 -0.0208231 -0.0386238 0.000842738 0.000613618 0.000850414 0.000569375 -0.0258374 -0.0149887 0.000988894 0.0228811 0.0122075 0.021586 -0.00169365 0.000775275 -0.0131865 0.00396519 -0.0475041 0.0191279 0.0239325 -0.00212623 0.00114287 -0.00960346
internal_weight=263.309 2.053 0.623175 1.42982 0.674221 0.343644 261.256 259.314 2.0317 0.922866 257.282 250.557 247.484 243.649 3.81027 3.17971 239.839 2.31767 1.91509 1.74453 1.04448 237.521 6.09327 4.06274 2.03052 3.38621 0.748211 0.480574 231.428 7.41893
internal_count=2900 131 54 77 45 48 2769 2736 55 47 2681 2636 2614 2581 99 76 2482 243 237 130 126 2239 260 199 61 64 74 73 1979 95
is_linear=0
shrinkage=0.0634156


Tree=675
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 2 2 0 1 0 1 1 1 1 2 1 1 2 1 1 0 0 1 2 2 1 1 0 2 1
split_gain=0.57639 1.5112 1.04756 2.34283 2.32111 1.09607 1.0443 0.972413 1.17051 1.72414 1.47287 0.944874 1.86823 1.4368 1.06266 1.6991 3.11059 1.09642 0.807302 1.41344 0.797791 1.74397 1.19097 2.36089 1.73832 1.52871 1.44817 0.82612 0.808537 1.37172
threshold=0.52324780695000006 0.38042274180000007 38.238138001450004 0.52877159370000015 0.52937037810000021 38.386256906100009 37.962710038050005 0.52266399210000014 0.38906020780000011 0.51929582950000019 0.38185982460000006 0.39971857130000005 0.38991347565000006 0.4019490434500001 47.833738492450003 0.39388042275000007 0.39584144190000009 43.633733172900008 0.39024280710000009 0.39971857130000005 0.48543456785000005 0.48368312325000012 0.37138109635000011 40.12915366295001 42.929886289700008 0.36927038110000004 0.36543816055000006 0.48181192180000004 41.495754733000005 0.36000419150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -4 -6 8 9 10 20 12 -7 -13 15 -14 -17 -18 -10 -20 21 27 25 -24 -25 26 28 -1 29 -22
right_child=1 2 5 4 6 11 -8 -9 18 -11 -12 13 14 -15 -16 16 17 -19 19 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=7.040671828068534e-05 -0.0019815503804887532 -0.0024467554337677415 0.0013462388977555722 0.0018460749356816243 -0.00032216398097403338 0.00086633913862486705 -0.0025535758010731676 0.0010223252278481179 -0.0014426220924793401 0.0012379136856991791 -0.0011937646794021942 0.0016434829446193345 -0.0024249072475533303 0.0001103588235676383 0.00045904669191959487 0.00076069604551946715 -0.0023403016818446531 -0.00042965721325280941 0.00052223259124752866 -0.0020588493346503098 0.0012861863132220565 -0.0011058309587731511 0.00062670812840826819 -0.0022001869750377478 -2.8852147080946293e-05 0.0014174368763078034 -0.00059011504578377716 0.00059466850862170879 0.00022508318958278811 0.00015643332744831985
leaf_weight=95.511311309513985 1.3952795928344119 1.9002050077542652 2.5436937006597864 1.8259317129850376 9.2380798711092176 3.6637598145753172 0.84602137811452927 4.9298305561533189 2.6821172814816228 5.5933303828351191 2.9475767239928237 2.3270158730447283 2.2673883326351634 77.189770618962939 2.4353356242645523 3.7243184354156238 2.8460351685062051 1.8194013629108665 3.2610734936315566 1.0321900970884597 9.582701079547407 4.3809924982488146 6.1958985626697523 2.7084681466221809 2.7417321819812059 5.8924607858061782 5.0815281979739657 12.568904425948856 17.686516055837274 6.7825055569410315
leaf_count=833 19 40 15 5 324 21 26 24 16 27 18 12 45 899 30 19 49 17 29 56 53 24 28 27 28 31 30 47 79 29
internal_value=0.000114774 6.77112e-06 3.14035e-05 -0.000464517 -0.000148257 0.000100711 -0.000509372 0.000179733 0.000157237 0.000187563 0.000153422 6.78024e-05 -0.000347061 0.000155225 -0.000686616 -0.000948419 -0.000549387 -0.0015952 -0.000615216 -9.83133e-05 0.0001769 8.31783e-05 0.000362885 -0.000185059 -0.00110789 0.000504614 0.000367166 0.000131374 0.000510021 0.000817964
internal_weight=303.601 114.022 112.627 13.8102 11.91 98.8167 10.0841 189.579 184.649 177.674 172.081 96.273 16.7562 79.5168 13.0925 10.6571 8.38975 4.66544 6.97538 4.29326 169.133 112.461 56.6718 11.6461 5.4502 45.0257 39.1333 108.08 34.0517 16.3652
internal_count=2900 1521 1502 395 355 1107 350 1379 1355 1254 1227 1092 181 911 160 130 85 66 101 85 1209 904 305 83 55 222 191 880 161 82
is_linear=0
shrinkage=0.00192234


Tree=676
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 1 1 2 1 1 1 0 0 1 2 1 1 2 1 1 1 2 0 2 1 2 1 2 0
split_gain=0.112298 0.416722 0.331137 0.54397 0.246204 0.176922 0.275388 0.349382 0.634893 0.148098 0.469763 0.658973 0.149719 0.258033 0.406202 0.851581 0.280707 0.590144 1.18785 0.863206 0.530821 0.272257 1.41089 0.884722 0.981679 0.762716 1.11312 0.618131 1.76046 1.01606
threshold=0.62143349005000015 0.47777012665000013 46.177190236600005 0.5024400467000002 0.49901200560000009 0.60665848330000005 0.47106374065000006 0.47383311875000006 48.008184682100008 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.58859016195000013 0.57600071855000012 0.45772581660000006 40.922041107600009 0.46208197360000008 0.45206730335000006 39.091773401050006 0.44705248345000009 0.43967246490000006 0.42829556000000008 42.599563320500003 0.54384599265000022 40.823855932350007 0.4211999641000001 41.134354310300004 0.41917906650000009 40.878805547300004 0.53905571685000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 9 -7 -8 -9 12 -11 -12 13 16 15 -15 17 19 -19 20 21 25 23 -23 -25 27 -27 29 -29 -1
right_child=1 2 3 -5 -6 6 7 8 -10 10 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0016018422024317086 -0.091598997698288026 0.033364247796538293 -0.089160760062025821 -0.0025172410173633108 -0.042049469906732119 -0.014867156462395783 0.079020733014393302 -0.081477090869353425 0.04634758749853661 -0.082280961233031927 0.012575602430559387 -0.077683449403135235 0.018002235888931357 0.02083464093683381 0.0089404134957936435 -0.087384193334634361 0.024557783622340398 0.011610833419484596 -0.067382121600283548 0.033498855733130432 -0.028168369897327562 0.063636687523489693 -0.04486152237802285 -0.018504914257420301 0.02941915163299607 -0.056141488723067477 0.0054050165845658067 -0.0099933434242251446 0.059126010437180472 -0.022752595649091628
leaf_weight=192.99237415870448 0.32873828080846479 1.387331999227172 0.52847982943058047 1.6459236284281358 0.28873567297387115 0.82920237811049391 0.67435030080378044 0.29750418543153478 0.76905642705969512 0.48457439406047287 2.5038911222363827 0.54349111693773 2.8251114292652337 0.65869877111981567 1.4080620597233062 1.0278339385986326 2.7770798522979012 2.1620619336608788 2.0449830020079389 4.5059393070114302 3.4721643931698045 2.1789243803359559 2.1261529651528681 3.7796135895187017 6.2812034673988819 3.1693222587928167 3.323549039894715 4.5080547797260788 3.7073043659329414 9.9443503482907527
leaf_count=1622 25 25 11 88 189 20 4 60 16 55 40 82 37 22 15 29 14 24 36 30 35 12 72 68 27 31 35 26 18 132
internal_value=0.000781685 -0.0113009 -0.00444536 -0.0235756 0.0203727 0.000976653 0.0203742 0.0371597 0.0106924 0.000782234 -0.0143273 -0.00352182 0.000993258 0.000801101 -0.020521 -0.0451178 0.00106827 0.000801137 -0.0267865 0.00128475 0.00066834 0.0010999 0.0110069 0.0207117 0.0114152 0.000445976 -0.0246373 0.00121728 0.0211978 0.000408421
internal_weight=263.174 4.17921 3.85047 2.1744 1.67607 258.995 2.57011 1.74091 1.06656 256.425 3.53196 3.04738 252.893 250.068 3.09459 1.68653 246.973 244.196 4.20704 239.989 235.483 232.011 14.3659 12.2397 10.0608 217.645 6.49287 211.152 8.21536 202.937
internal_count=2900 338 313 99 214 2562 100 80 76 2462 177 122 2285 2248 66 51 2182 2168 60 2108 2078 2043 179 107 95 1864 66 1798 44 1754
is_linear=0
shrinkage=0.0743015


Tree=677
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 2 1 1 1 1 0 0 1 2 2 2 0 1 1 1 2 1 0 1 2 2 2 1 0 2
split_gain=0.107701 0.331354 0.354814 1.57083 0.585927 0.425627 0.234477 0.838524 0.232994 0.402678 0.421529 0.46266 0.849241 0.315359 0.23213 0.459557 1.00172 0.891276 0.739929 0.297151 0.363231 0.397524 0.485079 0.570272 0.63927 1.8293 0.361246 0.203157 0.535951 0.366672
threshold=0.47727612945000003 0.34524415440000006 0.34581299960000006 41.21013581150001 0.4622167001000001 48.008184682100008 0.34506451900000007 0.34482500525000009 0.3447651268000001 0.34491482290000003 0.47778509625000004 0.47851860725000006 0.34566330350000002 40.712530798250008 48.919835655300012 43.812290675100009 0.47577916830000005 0.31100865245000009 0.3447052483500001 0.34392682850000006 35.131296350900008 0.34307356065000005 0.4588185982500001 0.32817879705000003 39.468990633150007 41.902916368500009 33.96174662340001 0.34512439750000007 0.47943175355000006 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 7 14 13 -10 -11 12 -12 -2 15 16 18 -17 19 20 26 22 23 24 -22 -26 -1 -13 -29 -30
right_child=8 2 4 -5 -6 -7 -8 -9 9 10 11 27 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0066483734150859005 -0.024148754813538086 0.024145421026348299 -0.075452686900461044 -0.094695185961951506 0.0094852419311073546 0.010717266083516865 0.019107011032548256 -0.049203864143227125 0.020191939077334461 0.017534238551241733 -0.060213540943527981 -0.013292185813686901 0.010011465010930098 0.0034432208270693179 -0.014128349286552253 -0.021153084581459813 -0.04530873944610244 0.040275469830388447 0.043823459968481172 -0.023064687313505951 -0.039518701571534601 0.034255088608524574 -0.032070060633845827 0.055053338472152651 0.034766847269630322 -0.07793474969826017 0.069058372616724761 0.022586316322602679 0.0036746970932710326 -0.0025352064514594722
leaf_weight=0.51567743188936066 4.0665745548903924 1.0114527448749862 0.83599692480129284 1.1829412827501071 3.3709087686729617 0.42328086495399475 2.9349926844006395 1.7126709761796508 5.6274087373167268 7.4775108993053427 1.6880474002100521 4.7302269749343386 1.6887223944067953 4.0560064017772675 4.1215107049792996 1.6606501118512813 2.2393155768513671 3.8245371545199305 2.0625028706417643 2.4791880476550423 1.761572811054062 1.3938144743442542 2.5237717339769006 0.92213729396462429 3.3090431613381952 0.89751688769320015 0.77084293216466904 5.6782563258893779 99.029877357747864 88.062773348570772
leaf_count=41 23 9 59 45 37 2 22 26 24 31 25 23 15 23 28 44 15 37 10 19 31 6 27 6 31 77 8 33 1063 1060
internal_value=0.000666705 -0.0026799 -0.0167285 -0.0399185 -0.00573798 -0.0464884 0.000214039 -0.0016224 0.00126872 0.00171055 0.00121139 0.000603783 -0.025094 -0.0103707 0.00123875 0.00383867 -0.0013454 0.0216779 0.00457234 -0.000982623 0.00354391 -0.000642437 -0.00580926 0.00380956 -0.00410812 0.0107207 0.0387128 0.00104315 0.00139491 0.000751753
internal_weight=262.06 39.9543 6.82458 2.19439 4.63019 1.25928 33.1297 30.1948 222.105 213.983 208.355 200.878 3.37677 8.12258 28.4821 24.3606 18.8754 5.48519 16.6361 14.5736 12.0944 10.8079 9.41404 6.89027 5.96813 4.20656 1.28652 197.501 192.771 187.093
internal_count=2900 580 152 54 98 61 428 406 2320 2274 2250 2219 40 46 380 352 271 81 256 246 227 178 172 145 139 108 49 2179 2156 2123
is_linear=0
shrinkage=0.0700159


Tree=678
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 1 1 1 0 2 0 2 1 1 1 2 0 0 2 0 0 1 2 1 2 2 0 1 0
split_gain=0.102767 0.8907 1.32089 0.740297 1.42243 1.70631 0.587124 0.581567 0.972953 0.571645 0.467545 0.438615 1.28931 0.861714 0.513619 0.62709 0.664756 0.751242 1.48085 1.36978 0.722363 1.34212 0.378819 1.31993 1.42298 1.25133 1.18813 1.12627 1.16362 1.86371
threshold=39.420767558750008 39.268993001500007 0.56915960600000015 39.749124837650008 0.34524415440000006 0.39024280710000009 0.49091344570000006 0.42067602765000006 0.40105086675000007 0.54279811980000015 38.238138001450004 0.46928235680000008 38.115457128050004 0.36000419150000007 0.36501901140000009 0.36597706655000006 38.771633980050005 0.52772372085000019 0.52266399210000014 37.360990606650006 0.51929582950000019 0.50579323975000012 0.34632196640000007 40.12915366295001 0.3459626957000001 40.036761086100007 40.259171735100004 0.48759019190000008 0.34581299960000006 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 -6 -4 8 11 -10 -9 12 -1 -13 -15 -16 17 18 20 -20 21 -17 23 -5 27 -24 -27 28 29 -25
right_child=3 -3 6 22 5 -7 -8 10 9 -11 -12 13 -14 14 15 16 -18 -19 19 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0015666130467938593 0.018747566359274121 0.032670201714207737 -0.077612091418952353 -0.046112186247206227 -0.071072987381417568 -0.0053877359262857003 0.018514154568067525 -0.0039721151125733187 -0.010404332510604712 -0.059386650550647777 0.027393687663941683 0.022673363149769265 -0.094539937324180881 -0.022766357146631389 0.026405019572519485 0.010843827585165864 0.020467114619886102 0.015236622474718246 -0.009127551650651447 -0.10538234435526646 0.019602035859406577 -0.046426717683495565 0.027384543730597968 0.00043746430752427046 -0.030517803018789768 -0.034614332028938564 0.0026629496268456205 0.040570982418280922 0.026730806099146982 -0.041275650022037563
leaf_weight=3.9793135454383437 3.1033107535913569 3.9271617466583839 1.2553307510206639 2.8100789696909478 2.9476252070162445 3.772317345286865 0.33727943250823944 2.9185279186931421 2.438932296819984 1.6859997663414104 6.2391265295445919 8.6820928417146188 0.74014444695785631 3.7806672111619291 3.9717493653297451 3.5622062608599716 4.5533755365759125 4.5613928167149416 1.1663698544725769 1.3171223038807509 3.4508991092443466 3.2963543804362416 8.3153853409748972 59.90674669847067 6.3006799817085257 3.7182296174905778 94.459028980771109 2.9639955181628457 6.1629101333674035 4.8438735231757155
leaf_count=121 14 24 133 21 24 34 137 79 31 28 31 50 14 23 16 19 21 35 21 23 21 25 58 535 36 41 1214 12 29 30
internal_value=0.000555863 0.0028589 0.00083819 -0.000159001 -0.017473 -0.0341998 -0.0572547 0.00248023 -0.000414809 -0.0304251 0.0173975 0.00245991 -0.0161475 0.00475025 -0.00049619 0.0027572 -0.00153002 -0.00730155 -0.0153377 -0.0601764 -0.00453625 -0.0166815 0.000738605 -0.00253767 -0.00101048 0.00329176 0.00125116 0.00150607 -0.000126738 -0.00268302
internal_weight=261.168 61.864 57.9369 199.304 9.82325 6.71994 1.59261 56.3443 47.1866 4.12493 9.15765 43.0617 4.71946 38.3422 29.6601 25.8795 21.9077 17.3543 12.793 2.48349 10.3095 6.85856 189.481 82.9883 80.1782 106.493 98.1773 73.8775 70.9135 64.7506
internal_count=2900 852 828 2048 72 58 270 558 448 59 110 389 135 254 204 181 165 144 109 44 65 44 1976 663 642 1313 1255 606 594 565
is_linear=0
shrinkage=0.0646839


Tree=679
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 2 0 1 1 0 2 1 2 2 2 0 0 0 1 1 2 0 0 2 0 1 0 0 0 0
split_gain=0.426008 2.70215 2.10219 2.67979 3.14157 1.49479 1.13155 1.03503 1.34186 1.14424 0.936562 1.55672 1.06162 1.41082 0.935908 0.808064 0.678684 0.660093 0.615244 0.848479 0.666687 1.29606 1.10908 1.50031 1.05806 0.781813 0.552533 0.914371 1.26174 1.27157
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 37.962710038050005 0.51589772760000019 0.36543816055000006 0.36597706655000006 0.48543456785000005 41.495754733000005 0.36000419150000007 43.124157941850008 42.564639561200003 41.134354310300004 0.48368312325000012 0.51929582950000019 0.48181192180000004 0.38906020780000011 0.38733870245000007 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.54384599265000022 0.45521092180000006 0.52215502530000013 0.52428071015000011 0.53136133645000017 0.52646627350000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 -4 9 -9 15 11 -11 13 -12 -7 17 -8 -1 19 -18 21 -20 -23 24 -24 -25 -22 -28 29 -29
right_child=2 -3 6 -5 -6 14 16 8 -10 10 12 -13 -14 -15 -16 -17 18 -19 20 -21 26 22 23 25 -26 -27 27 28 -30 -31
leaf_value=5.8147249235803922e-05 0.0012622589965116872 0.00141624129457045 0.00097937232028842258 0.0015687333893621683 -0.0026314226108366764 0.0002335128932346198 -0.0008991881974767565 0.00030237158298360758 -0.0017268854796096621 0.0013437500877777537 0.00030794218186720642 9.1464063663235996e-05 0.00080103718526175211 -0.0011754318306386998 -0.0025225975585695028 -0.00076149116420488232 -5.3315568856438144e-05 0.00054340044175709085 -0.0025428749709836816 0.0011205701755871318 -0.00082865792139406554 0.0025595568006631137 0.0016786605192909028 -0.002353319732352335 -0.00089926178055831139 0.00045706935784268549 0.00076511044814276915 -0.002348891010475051 0.00013632541032319263 -0.00031938356856727281
leaf_weight=94.761831818366772 1.7205149987712487 6.7240370586514464 5.5574416220188132 1.4378220972139386 3.6961413961835206 0.87521026292233717 2.6902232945431015 2.4619228616356841 2.5509750873316079 9.4722917303442937 7.3567026033997553 6.3917949050664893 6.674997034482657 3.7072999402880669 1.0325506163062526 4.2195750270038834 4.4225433613173646 12.160869494080542 1.0608714818954457 5.0939327925443649 2.4450673554674713 0.51763844490051258 1.4123113851528617 1.605311233608518 1.0803368134838818 0.49881895072030591 7.6810500994324675 1.3982639246969464 85.144994959409814 7.8523590032127686
leaf_count=829 9 34 27 10 59 11 27 11 33 53 29 29 31 22 32 23 37 47 28 20 17 1 7 48 161 42 51 43 1025 104
internal_value=0.000130316 0.000200246 5.05712e-05 -0.000878674 -0.00135911 -6.30055e-05 0.000113954 0.000145648 -0.000730281 0.000175984 0.000493041 0.000839192 0.000183476 -0.000189103 -0.0012582 8.01243e-05 7.4822e-05 0.000113338 9.66191e-05 0.000575036 5.54902e-05 -0.000570543 -0.000161427 -0.000467834 0.000561365 -0.00168707 9.24771e-05 0.000114541 6.16039e-05 -0.000626151
internal_weight=293.706 156.482 137.223 8.76224 7.32442 3.62828 128.461 149.758 5.0129 144.745 33.6031 15.8641 17.739 11.064 1.90776 111.142 122.904 106.923 120.213 9.51648 110.697 6.17529 5.11442 4.59678 2.49265 2.10413 104.522 102.077 94.3956 9.25062
internal_count=2900 1141 1759 121 111 52 1638 1107 44 1063 164 82 82 51 43 899 1611 876 1584 57 1527 287 259 258 168 90 1240 1223 1172 147
is_linear=0
shrinkage=0.00196078


Tree=680
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 2 1 1 0 0 0 2 0 2 2 0 2 0 1 2 0 0 2 0 1 2 2 2 1 1
split_gain=0.399524 2.1888 1.66409 2.61784 3.23798 1.85241 1.45724 1.83122 1.13483 1.07022 1.0604 1.04583 1.39841 1.30849 1.77358 0.972008 0.9092 0.85387 0.704985 0.961665 1.47017 1.45993 1.47323 1.29794 0.909383 0.833092 0.67798 1.95228 2.37982 1.46303
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 37.962710038050005 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.51589772760000019 41.495754733000005 0.48759019190000008 43.124157941850008 42.541806567400009 0.51929582950000019 41.134354310300004 0.48181192180000004 0.38906020780000011 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.54384599265000022 0.45521092180000006 40.982542372850013 42.178283198950005 42.686561923500008 0.34545372890000009 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 3 4 5 -2 8 -8 9 17 -4 12 -10 14 -13 -12 -7 26 25 20 -20 -22 23 -23 -24 -17 29 28 -28 -1
right_child=2 -3 10 -5 -6 16 7 -9 11 -11 15 13 -14 -15 -16 18 -18 -19 19 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.0632224451474831e-05 0.0013683547601321922 0.0013241400010633761 0.00093729500116418538 0.001644372318791124 -0.0026007854882138547 0.00010905520758134565 0.00033899474760007745 -0.0019930707454733749 0.0018091966951775129 -0.0008631477808404589 -0.0010797169705360199 0.00037154426909317224 0.00050802743280352043 0.00084347077479870233 -0.0012287730896193203 0.0010672738331036289 -0.0025689908912415087 0.00060645508148376786 -0.0025995324058202861 9.6015145442220897e-05 0.002714059910387361 0.0016238811423859092 -0.0023866915589576183 -0.0010532910249325172 0.0004218661622766271 -9.7575096598165407e-05 -0.00025745042130975092 7.067423459051148e-05 -0.0026578653448317978 0.00055220484359080196
leaf_weight=29.97950123573537 1.9115737131796762 6.3188709020614615 5.6331171523779622 1.4416142730042336 3.5343351102201268 0.89878334436798457 2.4866254143416873 2.700377284316346 4.3333498500287559 4.3867468340322366 2.7751021464355281 6.9561987742781657 11.886136807501314 6.8945075646042815 4.3136377595365047 5.8607585309073311 1.0648489735322071 12.503117743879555 1.2302623458672304 109.13956704206066 0.57917410135269154 1.5187408553902062 1.8066413914784791 1.2856197266155502 0.58733859097264929 3.9525109962560236 4.7138985863421103 31.770196027413476 2.3945725224912167 24.931373672399786
leaf_count=267 9 34 27 10 59 11 11 33 17 23 27 27 65 31 24 27 32 47 28 1240 1 7 48 161 42 30 56 311 35 160
internal_value=0.000125187 0.000193648 5.03452e-05 -0.00077316 -0.00124352 -5.64081e-06 0.000146104 -0.000875089 0.000182619 8.59561e-05 0.000104591 0.000493771 0.00085566 0.000170629 -0.000240993 6.81544e-05 -0.00134321 0.000125126 9.34437e-05 5.0805e-05 -0.000653301 -0.000238871 -0.000567872 0.000396569 -0.00169764 0.000598105 6.09599e-05 -0.000137163 -0.00106606 0.000201237
internal_weight=299.789 156.569 143.22 8.85116 7.40954 3.87521 150.25 5.187 145.063 110.679 134.369 34.3838 16.2195 18.1643 11.2698 128.736 1.96363 106.293 125.961 116.147 7.00778 5.77751 5.19834 2.80436 2.39398 9.81327 93.7895 38.8787 7.10847 54.9109
internal_count=2900 1141 1759 121 111 52 1107 44 1063 899 1638 164 82 82 51 1611 43 876 1584 1527 287 259 258 168 90 57 829 402 91 427
is_linear=0
shrinkage=0.00196078


Tree=681
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 1 0 0 2 1 0 2 2 0 1 1 0 0 0 2 0 0 1 2 0 2 2 0 1
split_gain=0.539048 2.56224 2.08765 2.75225 1.53634 1.30058 1.70082 1.34999 1.20137 1.0827 1.5759 1.04459 0.94891 1.34572 0.923845 1.08657 0.970076 0.860801 0.794713 0.823148 0.866698 0.76861 1.24773 1.61163 0.562143 0.692637 0.538315 2.06578 2.59635 1.59943
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.082598263550004 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.51589772760000019 41.495754733000005 0.36000419150000007 0.49588335680000006 43.124157941850008 42.541806567400009 0.51929582950000019 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.48368312325000012 0.48181192180000004 41.348489042950007 0.52324780695000006 0.52646627350000019 0.39513787010000007 51.779769178100004 0.61532588845000014 42.178283198950005 42.686561923500008 0.47760546090000006 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 5 3 11 -5 7 -7 18 -4 10 -9 -2 13 -11 -10 17 -17 -16 19 26 -21 -18 23 -23 -24 -26 29 28 -28 -1
right_child=2 -3 8 4 -6 6 -8 9 14 12 -12 -13 -14 -15 15 16 21 -19 -20 20 -22 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00011720811918746631 -0.00092415956491664181 0.0013717734806074735 0.00096970536781838259 -0.0026777686819026351 -0.00032309332676215622 0.00034144604730239694 -0.001874961261299228 0.0013431763727296871 -0.0010415618048173541 0.00036896633309837547 0.00013953813349064519 0.0010417221157788578 0.00075856611078312629 -0.00098853548043170854 0.0012173823510611334 -0.00095113600246987836 0.00075501328428763371 8.4936449547103063e-05 -0.00071351386222701866 0.001088434181329998 8.4464024954915775e-05 -0.0023561694189833523 7.9962585018000166e-05 0.00051351123846371202 -0.0024624136782324078 0.00019599605267335484 -0.00016092060894579033 9.4448699849960157e-05 -0.0024943800362169765 0.00052420320435132958
leaf_weight=31.612850090896245 1.6561765857040862 6.6258652135729781 5.6043678466230622 3.0743500753305852 1.5353388034272937 2.481399178504943 2.6413302845321596 10.142394270747902 2.7530744761461383 7.0837649479508418 6.6587728857994071 2.5165013405494392 6.7991084214299908 4.3592230156064034 5.346561433747409 3.6080679297447196 5.6078146645741063 4.6270616110414267 4.447700143326073 6.2182233184576017 6.4979247152805328 1.7898301468230777 94.216168740011199 1.2135398852406067 0.72080231551080831 0.72794174216687679 4.7889639518689355 32.713988236617297 2.7878259345889091 26.333940978845931
leaf_count=267 30 34 27 39 29 11 33 53 27 27 29 23 31 24 24 20 33 33 23 23 24 42 1323 36 56 17 52 311 39 160
internal_value=0.00012634 0.000201032 3.66017e-05 -0.000869644 -0.0018935 0.000151168 -0.000801356 0.000183602 9.96605e-05 0.000514055 0.000866141 0.000261444 0.000189781 -0.000148176 5.92325e-05 8.49463e-05 2.8825e-05 0.000692007 8.32553e-05 0.000115195 0.000575408 6.27328e-05 2.3387e-05 -0.00119665 6.16896e-05 -0.00112666 5.56234e-05 -0.000115032 -0.0010195 0.000174281
internal_weight=297.191 162.193 134.998 8.78237 4.60969 155.567 5.12273 150.445 126.215 35.0433 16.8012 4.17268 18.2421 11.443 120.611 117.858 107.884 9.97362 115.401 110.954 12.7161 104.276 98.6683 3.00337 95.6649 1.44874 98.2376 40.2908 7.57679 57.9468
internal_count=2900 1141 1759 121 68 1107 44 1063 1638 164 82 53 82 51 1611 1584 1527 57 899 876 47 1507 1474 78 1396 73 829 402 91 427
is_linear=0
shrinkage=0.00192234


Tree=682
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 1 0 0 0 2 2 1 0 0 2 1 1 2 0 0 2 1 0 0 0 0 0 0 0
split_gain=0.405533 2.40208 2.0332 2.70023 1.54035 1.18197 1.64738 1.23007 1.08166 1.03772 0.974627 2.46008 1.58484 0.732147 0.919272 0.72843 0.660608 0.966977 0.911455 1.44071 1.23094 1.26406 0.797917 0.785882 0.587686 0.688735 1.19009 0.587128 0.976088 2.3063
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.32600771660001 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.49588335680000006 0.48368312325000012 42.541806567400009 43.124157941850008 0.36000419150000007 0.51589772760000019 0.51929582950000019 41.468518788800004 0.38906020780000011 0.38733870245000007 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.45521092180000006 0.54384599265000022 0.48271009850000007 0.48218616210000004 0.48181192180000004 0.52215502530000013 0.52428071015000011 0.52646627350000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 -5 7 -7 9 -2 24 12 -12 15 -4 -15 -9 17 -16 19 -18 -21 23 -23 -22 25 26 -1 -20 -29 -30
right_child=2 -3 13 4 -6 6 -8 10 -10 -11 11 -13 -14 14 16 -17 18 -19 27 20 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=6.0162589797409267e-05 -0.00093618909356916775 0.0013077619755854613 0.00078344030861294091 -0.0025615346036327018 -0.00021888843016554019 0.00034871194646930113 -0.0017833623921244734 0.0013552975424500446 0.0010194504966671738 -0.00082013769197706232 -0.0010683798018909587 0.00072811060581267999 -9.8920310010623788e-05 -0.0010151303484123733 -6.9332645444733501e-05 0.00057173639369704511 -0.0025388693510728449 0.0011214776462712284 -0.00080008613211331344 0.0024955036633389337 0.0013880430328143034 -0.002243565539177358 0.00052092047867272908 -0.00085818546187829779 0.00066892442439307027 -0.00088829375686800486 0.0011769099209381509 0.00076271702387801089 -0.0022812458024104652 0.00010423271985883477
leaf_weight=97.044273775449255 1.6433771936572137 6.4793596491217604 5.398944564163684 3.1695747561752796 1.454381935065612 2.4956903941929331 2.6582725381013006 9.2572593130171352 2.5842256010510027 4.4470642930828026 4.4518619142472726 6.9095420595258474 6.4458914995193473 2.690375833422876 4.5149278370663506 7.7353133633732787 1.1633808931801457 5.2252173647284508 2.5240727779455474 0.53397172689437855 1.3058918870519849 1.5917606364237147 0.48348015020746959 0.95988252858660406 6.2672462761402121 2.5730283483862868 3.5121131986379615 7.7649071961059226 1.4615656412788656 95.527266660632449
leaf_count=829 30 34 27 42 26 11 33 50 23 23 24 31 31 27 37 28 28 20 17 1 7 48 42 161 24 12 11 51 43 1129
internal_value=0.000118954 0.000183684 4.4847e-05 -0.000829384 -0.0018247 0.000136328 -0.000750953 0.000167093 0.000259243 7.23042e-05 0.000477183 2.41723e-05 0.000696772 0.000103852 7.46743e-05 0.000998607 9.85007e-05 0.000569492 5.80164e-05 -0.00065442 -0.00020471 -0.000536853 -0.00159951 0.000436441 0.000108583 7.45303e-05 9.9167e-05 9.81175e-05 0.00011976 6.82849e-05
internal_weight=300.274 160.277 139.997 8.85156 4.62396 153.798 5.15396 148.644 4.2276 113.844 34.7999 11.3614 23.4385 131.146 125.747 16.9926 123.056 9.74015 113.316 6.03837 4.87499 4.34102 2.07524 2.26577 109.397 103.129 100.556 107.278 104.754 96.9888
internal_count=2900 1141 1759 121 68 1107 44 1063 53 899 164 55 109 1638 1611 78 1584 57 1527 287 259 258 90 168 876 852 840 1240 1223 1172
is_linear=0
shrinkage=0.00188464


Tree=683
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 1 0 0 0 1 1 2 1 0 0 2 0 0 2 0 2 2 2 0 2 1 1 0 1
split_gain=0.113164 1.82255 1.44263 2.22729 1.32449 0.938265 1.39461 0.843532 0.797573 0.838614 0.699493 1.22053 0.896003 0.685897 0.72823 0.884843 1.59916 0.518859 0.810487 0.75442 1.565 0.889322 1.21433 0.523797 0.360227 0.369049 0.357224 0.576295 0.895196 0.702542
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.082598263550004 0.36543816055000006 0.36597706655000006 0.49588335680000006 0.51589772760000019 0.51929582950000019 0.38042274180000007 0.38906020780000011 40.982542372850013 0.39024280710000009 0.52324780695000006 0.52646627350000019 42.34047585750001 0.48543456785000005 0.48368312325000012 41.495754733000005 0.48759019190000008 43.124157941850008 42.564639561200003 38.592454371550012 0.48181192180000004 41.495754733000005 0.39167988980000007 0.39458399450000009 0.53136133645000017 0.39513787010000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -5 17 -7 -2 -4 -10 -11 12 -12 -13 -15 16 -16 18 24 20 -19 22 -21 -22 -1 -26 -17 28 -28 -29
right_child=2 -3 8 4 -6 6 -8 -9 9 10 11 13 -14 14 15 26 -18 19 -20 21 23 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.00092109875379269078 -0.031626644444668284 0.040408573240865539 0.027569012842107346 -0.090819041848653123 -0.0071020077016843361 0.0087755866726390019 -0.064287980345188372 0.033758521847243622 -0.038742658704740085 -0.05956523093441668 0.046412632840766355 -0.029921171692469006 0.00023881025393011419 0.024725914829221818 -0.080694937111595644 0.028842679036265629 0.023585036639107448 0.058247265566427148 -0.029692286181084788 0.0043982527947778391 0.018496893496243342 0.020367010810514178 -0.043784735330671724 -0.013554035558477283 0.02336519031345876 -0.00095908974188966883 -0.080518873684503348 0.044638641366623183 0.0017642915539806566 -0.0003680107427671207
leaf_weight=85.182892614673619 1.4662158179562532 5.4113847054541102 4.9735120907425872 2.6906034303829078 1.2551459475653244 2.2980441339313975 2.4387988628586754 2.2880212492309511 2.4715105136856428 0.85917266923934121 4.5274954810738555 3.4942599134519687 3.2837883923202753 5.2795781067543421 1.6451314593432464 1.9283181838691223 1.1190511439199324 3.7233454622328308 4.1793021543417117 6.8932597488164919 6.5653190314769727 5.9713006420060983 3.6091726664453745 3.562246311455965 5.9676070287823659 5.3639874011278152 1.0265450617298477 1.6021741945296515 1.4371177685679866 80.132183526556219
leaf_count=829 30 34 27 39 29 11 33 23 27 12 20 20 25 33 47 9 31 17 23 29 33 31 22 32 26 21 25 9 20 1333
internal_value=0.000813169 0.00210901 -0.00069267 -0.0288836 -0.0641886 0.000582336 -0.0288417 0.00822237 0.00121514 1.05057e-05 0.000911235 0.00140386 0.0270016 -0.000643473 0.0004429 -0.000999369 -0.0384783 0.00164613 -0.000677948 0.00936331 0.0209394 -0.00036973 -0.0121599 0.00722337 0.00057844 0.0118509 0.000203497 -0.000452402 -0.032521 0.000514219
internal_weight=262.646 141.167 121.48 7.69999 3.94575 135.755 4.73684 3.75424 113.78 108.806 106.335 105.476 7.81128 97.6644 94.1701 88.8905 2.76418 131.018 100.694 30.3246 13.8509 16.4737 10.5024 10.1276 96.5145 11.3316 86.1263 84.198 2.46366 81.7344
internal_count=2900 1141 1759 121 68 1107 44 53 1638 1611 1584 1572 45 1527 1507 1474 78 1063 899 164 82 82 51 65 876 47 1396 1387 45 1342
is_linear=0
shrinkage=0.0672971


Tree=684
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 2 0 1 1 2 2 2 1 1 2 2 2 1 0 2 0 2 0 1 2 1 0 1 0
split_gain=0.103946 1.44515 1.04982 1.60268 1.49067 1.2446 1.24769 1.37063 1.02429 1.00112 0.653714 0.58855 0.570862 1.81954 0.63738 1.87541 1.24457 3.13598 1.10049 1.02086 0.728431 1.10224 1.49447 1.30892 2.43376 1.07199 1.02644 0.91292 4.58742 1.14031
threshold=0.38398550940000004 0.51243974730000008 0.37982395740000008 0.51017933595000009 39.852039223600009 0.50300889195000009 39.646013290900008 0.50482021495000018 0.36597706655000006 0.38573695400000008 43.124157941850008 38.592454371550012 39.788107623550012 0.34524415440000006 0.34632196640000007 41.028010303750008 43.19689381845 42.564639561200003 0.3459626957000001 0.48607826115000008 42.686561923500008 0.48320409570000006 41.919251152600005 0.47470135625000004 0.34542378970000004 41.755948821900006 0.34581299960000006 0.47694679800000012 0.32272985840000007 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 -7 -8 11 -3 -6 -1 13 -13 18 -16 17 -17 19 20 21 22 25 -24 -25 27 -22 28 -14 -29
right_child=1 9 -4 4 10 6 7 -9 -10 -11 -12 12 14 -15 15 16 -18 -19 -20 -21 26 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.013697741085917287 -0.078422570141793824 -0.07399029610810498 0.029043921056450497 0.0037979472862189642 -0.10139369391702806 -0.013976572486275284 0.074678248626968827 0.013927754807681214 -0.035787867372604587 0.00053365156789968941 -0.036714392799493116 0.0054246874064653571 0.037003965345733178 -0.054553774697221086 0.053846884422486523 0.012456350766693948 0.026811481357326482 -0.071864225720739874 -0.028931426270780148 0.029011384915301551 0.0033585996794333272 -0.046082803234817997 0.023822858683302278 -0.082303671685668461 -0.0043762641828582749 0.034570314087467253 0.050980971839181183 0.028738534031368751 -0.10652580626429516 -0.0057592268794268431
leaf_weight=15.968903572240377 1.1209259993192962 0.85628631059080262 6.4307941514998666 2.4201050652191034 1.4662647033110263 2.7023584730923158 3.1412839367985725 3.9507250618189573 3.5943886663299045 104.88480411017918 1.4789630724117158 6.7790836254134756 2.2092081299051705 3.6752923694439232 4.0610722412820932 6.758500734344123 5.7384121092036358 3.0011069272295572 6.3415811965242019 5.6105739921331397 24.606335805379789 3.1331684105098239 1.8616040065535324 3.5119607695378363 4.0847578225657344 4.4511167124146587 2.3349419499281785 6.2048983648419407 1.9983471138402817 16.574859883636236
leaf_count=189 62 9 34 16 21 16 23 32 27 1575 37 37 23 29 28 43 37 26 36 25 264 18 42 43 34 21 11 24 31 87
internal_value=0.000753396 -0.000891718 0.00189428 0.00071188 -0.0361166 0.00210053 0.0257128 0.0408361 0.000355118 -6.98398e-05 -0.0689146 0.00136292 -0.00038118 -0.0156611 0.00117754 0.012324 0.00144337 -0.0134725 -0.00145156 0.000823995 -0.00140434 -0.00684416 -0.00383803 -0.0277612 -0.0404021 0.00335932 0.00748593 -0.00178842 -0.0311644 0.0036375
internal_weight=260.953 106.862 154.091 147.66 5.36533 142.294 9.79437 7.09201 132.5 105.741 2.94523 128.906 112.937 10.4544 102.482 19.5591 15.498 9.75961 82.9234 76.5818 70.9712 44.0299 40.8968 9.45832 7.59672 31.4384 26.9413 26.9873 4.20756 22.7798
internal_count=2900 1646 1254 1220 74 1146 71 55 1075 1584 58 1048 859 66 793 134 106 69 659 623 598 323 305 119 77 186 275 165 54 111
is_linear=0
shrinkage=0.0686431


Tree=685
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 0 0 1 2 1 2 2 2 1 1 1 1 1 1 0 2 2 1 2 0 2 1 2 0
split_gain=0.471503 1.34647 0.915699 1.04763 0.900134 0.765113 0.785064 1.28723 0.942596 1.55983 0.915166 1.23348 0.88979 2.20118 1.3468 0.884778 0.727347 1.249 1.59417 1.47463 2.75382 1.26364 2.7214 1.05535 0.961073 1.51892 1.38736 1.30022 1.35688 1.21453
threshold=0.52324780695000006 0.38042274180000007 0.52266399210000014 0.38906020780000011 0.51929582950000019 0.38042274180000007 0.48543456785000005 0.48368312325000012 0.36000419150000007 41.468518788800004 0.34632196640000007 43.124157941850008 40.036761086100007 41.872669623500009 0.36730936200000003 0.37138109635000011 0.39971857130000005 0.39584144190000009 0.39458399450000009 0.38991347565000006 0.52772372085000019 43.633733172900008 36.514114975300011 0.4019490434500001 41.840895355800008 0.53781323915000012 45.673096293200011 0.46128858420000007 44.710446918150005 0.57811143375000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 9 -8 -11 -12 14 -14 -10 -15 17 18 19 -3 -21 22 -19 -18 25 -25 27 -26 -29 -28
right_child=1 16 -4 -5 -6 -7 8 -9 12 10 11 -13 13 15 -16 -17 23 21 -20 20 -22 -23 -24 24 26 -27 29 28 -30 -31
leaf_value=0.00011906885165351558 -0.0019531170848672984 0.00054501092182310273 0.00099061164647322626 -0.00058064878071633556 0.00099010858848626229 -0.00066536578286354202 0.0012987368491280853 -0.00092802569587295384 -0.00014415334025188824 -0.00040584904503401093 7.7238313216726015e-05 0.0012839451602019304 -0.0018998511128645113 0.00080886771637045157 0.00089705080090905678 -0.0006190714798443832 0.0012989084888528134 0.00097746884495377535 0.0011115465801981321 -0.0023869751895448216 8.1638327451807985e-05 0.00016471854185914076 -0.0023437398425518595 -0.0024508807023409015 0.00072226995101913789 -6.375497784072991e-05 -0.00145089244823942 -0.0015715930103124593 0.0011746575812743591 6.6537512550443145e-05
leaf_weight=111.235613352168 1.2825977783650149 4.4430252406746167 4.8128292576875529 7.1419096791651091 4.8144492637366048 4.1765615530312052 8.4642056785523909 4.5146349584683767 9.6068191528320366 4.9491095598787096 7.7356625720858556 5.2580185160040855 2.5426609888672811 3.8006479870527983 8.7925646379590017 2.7738055093213916 2.6658843746408811 1.2194162318482984 3.8159918524324885 2.71552151767537 4.3367552880663425 2.5601389845833182 3.6131451167166233 1.0069612055085588 22.038110748864714 45.195411588250863 2.3906925069750278 1.9494298777863144 1.0089447349309919 10.553981563891282
leaf_count=880 19 25 24 101 27 24 50 24 45 22 34 20 27 28 41 32 17 11 21 56 41 27 63 15 145 693 79 109 9 191
internal_value=0.000104794 5.06791e-06 0.00016276 0.000141316 0.000170176 0.00014747 0.000167478 7.82288e-05 0.000359056 0.000618498 0.000297607 0.000565544 0.000110075 -0.000381002 0.00035341 0.000206411 2.80018e-05 -0.000278335 3.4962e-05 -0.000322422 -0.000868916 -0.000927216 -0.00150569 0.000108121 7.03933e-05 -0.000115781 0.000297105 0.000561636 -0.000634993 -0.00021371
internal_weight=301.416 110.796 190.619 185.807 178.665 173.85 169.674 115.75 53.9235 26.407 17.9428 12.9937 27.5165 9.11711 18.3994 6.57445 109.513 22.704 15.3113 11.4953 7.05228 7.3927 4.83256 86.8094 84.1435 46.2024 37.9412 24.9965 2.95837 12.9447
internal_count=2900 1521 1379 1355 1254 1227 1203 904 299 126 76 54 173 87 86 60 1502 244 143 122 97 101 74 1258 1241 708 533 263 118 270
is_linear=0
shrinkage=0.00192234


Tree=686
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 2 0 2 2 1 1 1 1 2 1 1 0 2 0 2 1 1 2 0 0 1 1 2 1
split_gain=0.111691 1.1049 0.998604 1.04225 0.541038 0.389302 0.262845 0.954054 0.497677 0.649825 0.373377 0.240537 0.277175 0.651769 0.22571 0.172176 1.3781 1.10931 2.26074 2.41494 1.28415 0.866577 1.14154 0.801965 0.703817 0.699411 0.580413 1.00688 0.796848 0.5594
threshold=0.34193587020000005 0.45006137540000007 0.4447920721000001 37.572218886150004 0.43780126340000008 0.34392682850000006 40.08085804200001 0.42314601355000009 44.921040431000009 41.558544840500012 0.31100865245000009 0.34427112960000006 0.34458549145000011 0.3447052483500001 48.919835655300012 0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 37.962710038050005 0.36543816055000006 0.36597706655000006 41.134354310300004 0.51589772760000019 0.51929582950000019 0.38042274180000007 0.38906020780000011 40.982542372850013 0.39024280710000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -3 7 10 9 -8 -1 -7 -13 -14 -10 16 21 18 19 20 -17 -15 -23 -22 -19 -26 -27 28 -28 -29
right_child=1 5 3 -5 -6 11 8 -9 14 -11 -12 12 13 15 -16 17 -18 24 -20 -21 23 22 -24 -25 25 26 27 29 -30 -31
leaf_value=0.023701668797009776 -0.079719959021092357 0.021462894074879304 0.0012695293867449496 -0.085051477442993031 0.047292375905203507 -0.024517623938520815 4.3782579301523115e-05 0.051372861175794357 0.014406283391839201 -0.079694641207754963 -0.08100436334449386 0.017805802839352982 -0.037796674624253269 0.0030281857442070797 -0.010192443923521742 0.045649215641717845 0.040593431709087274 0.028378751636764055 0.061790823767028623 -0.093879429819519536 0.0068520679732868867 0.0073173340551238265 -0.065413736062963301 -0.095422734424861058 -0.038437750701544635 -0.059771748423511857 0.047342882006374196 -0.029168581555311952 -0.00029281839332872259 0.00040902932214137471
leaf_weight=0.27432350069284561 0.89232299495415546 5.0688295140862456 1.4385959804058068 1.5333145433105526 1.3378670029342181 1.9349919483065594 1.1520534553565069 1.663232742808759 3.8728652556892484 1.0246800326276568 0.52961039039655589 5.2593046352267256 2.2874967455863944 97.321422108820116 4.0483855083584785 1.5360844007227563 5.0397041514515868 4.8306350186467162 1.2358538221451452 2.9332764510181732 0.77060578556847736 2.2687506191432467 2.3120693766977638 0.86180860630702227 2.4599385213223277 0.8314272090792646 4.3345052152872077 3.520008102990686 3.2685262223239988 94.080454030023247
leaf_count=4 61 23 15 47 8 12 13 9 36 113 52 21 13 612 25 9 34 27 10 59 11 11 32 32 27 12 20 20 25 1507
internal_value=0.000791583 0.00118947 -0.00493914 -0.0432666 0.00325373 0.00148761 -0.00143526 0.0198796 -0.00664295 -0.0374924 -0.0452759 0.00106055 0.00127103 0.000892755 0.00183439 0.0012816 0.00340976 -0.000604566 -0.0280533 -0.0462503 -0.00215712 0.00157079 -0.0293921 -0.0471424 0.00117269 -3.86328e-05 0.000852201 0.00133131 0.0268644 -0.000657702
internal_weight=259.923 243.048 16.8749 2.97191 13.903 242.156 12.5652 2.46717 10.098 2.17673 0.803934 237.087 235.152 229.893 7.92125 227.605 106.942 120.663 7.33763 6.10178 3.1685 101.902 4.58082 1.63241 113.325 108.495 106.035 105.203 7.60303 97.6005
internal_count=2900 2578 322 62 260 2517 252 65 187 126 56 2494 2482 2461 61 2448 689 1759 121 111 52 655 43 43 1638 1611 1584 1572 45 1527
is_linear=0
shrinkage=0.0728446


Tree=687
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 1 0 2 2 2 2 2 1 0 1 2 2 0 1 2 2 0 2 0 2 2 1 2 0
split_gain=0.548195 1.53778 1.33166 1.14796 1.76185 1.04788 0.963212 2.92961 0.953959 2.22095 0.778381 0.753526 0.952536 0.737934 1.02503 1.12366 1.60949 1.23217 1.952 1.70343 1.35776 1.1834 1.02412 0.977793 1.92696 1.67943 0.839782 0.828927 0.891923 0.696752
threshold=0.52324780695000006 0.39971857130000005 0.4019490434500001 0.39584144190000009 0.39458399450000009 0.52266399210000014 0.38991347565000006 0.52772372085000019 43.633733172900008 37.064694648750013 42.686561923500008 38.238138001450004 37.962710038050005 0.38906020780000011 0.48543456785000005 0.36000419150000007 41.468518788800004 40.12915366295001 0.5089817670000002 0.37982395740000008 39.646013290900008 37.797539186950011 0.48368312325000012 39.530201452500002 0.46928235680000008 40.12915366295001 40.496232821400007 0.34632196640000007 43.124157941850008 0.50356276755000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 6 13 10 -8 9 -5 -2 12 -4 14 22 16 -16 20 29 -20 21 -17 23 24 -1 -25 -27 -18 -29 -19
right_child=1 2 11 8 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 15 17 27 18 19 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.00028765710029493525 0.00074120417699193551 0.0014461477842874833 -0.00028891359048507497 0.00045782571955515583 0.0010282904573322169 0.0010634962534043554 -0.00246973005827863 6.5508144398071825e-05 -0.00011236449836470374 -0.0023973827239048458 -0.00073453088506704532 0.00013944816193318845 -0.0027155100008621359 -0.00046459186798602137 0.0013553343634356064 0.00042914329794139919 -0.00034056436143055705 -0.00035263214366173617 -0.0025681828703305199 -0.00025351709133922512 0.0013919957574382404 -0.00072707089732144698 -0.00085194318707764144 -0.00088925121589976755 0.0010475778555267422 0.00083091933607522099 4.9333047096748902e-05 0.00018602476641075695 0.0012523075335533823 0.00090960497527268211
leaf_weight=6.7861742537061245 3.2679527159780317 2.8401159374043337 6.9896111064845163 1.4836989464238275 3.8193925404921165 4.9912521382211699 2.9406880603637546 4.3366940855048597 2.6919334651902318 3.5620979201048613 2.3712449814192951 77.26222759270604 0.68268126858310996 7.1501327232108443 9.0695525631308573 16.534182608127601 4.9619817957282093 3.1808143369853479 2.2465775283053517 2.6813230430707335 4.3818491473793975 4.2855717316269866 4.4759711120277634 7.1350530874915412 10.719223705818875 5.6566428835503748 80.518647990480531 7.673291973769663 4.9693220946937799 3.5666061602532864
leaf_count=136 15 17 306 14 21 24 56 41 27 60 29 911 24 101 50 74 22 22 45 14 17 24 24 42 46 26 633 34 20 25
internal_value=0.000112974 4.2269e-06 0.000125413 -0.000430406 -0.000141653 0.000176889 -0.000487602 -0.000958946 -0.00105495 -0.00155782 0.000120667 8.12491e-05 -0.000504832 0.000153096 0.000177791 0.000377731 0.000684293 0.000155986 -0.000370597 -0.00130875 0.00039994 0.000191146 6.75803e-05 0.000104721 0.000529958 2.49446e-05 0.000100637 0.000338586 0.000605139 0.000314571
internal_weight=303.233 112.248 87.7746 24.4737 16.736 190.984 12.9166 7.27738 7.73773 5.0458 5.6392 84.9345 7.67229 185.993 178.843 63.5511 26.6741 36.8769 11.6753 4.9279 25.2016 20.8198 115.292 110.816 17.5054 93.3103 86.1753 17.6046 12.6426 6.74742
internal_count=2900 1521 1258 263 162 1379 141 97 101 74 44 1241 330 1355 1254 347 126 221 106 59 115 98 907 883 182 701 659 76 54 47
is_linear=0
shrinkage=0.00196078


Tree=688
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 1 2 1 0 1 1 0 2 2 0 2 1 0 2 0 1 1 2 0 1 0 2 2 2
split_gain=0.106048 0.251914 0.396394 0.437716 0.281627 0.124659 0.383905 0.108707 0.118658 0.107918 0.341115 0.589231 0.264723 0.506065 0.650601 1.75147 1.13131 0.238155 0.300911 0.437074 1.10868 0.332198 0.662043 1.05271 0.650244 0.323966 0.790737 0.372768 0.205924 0.880635
threshold=0.50064369330000014 0.59210802070000013 0.66697104880000013 0.52041855035000018 0.52332265500000019 0.67036915065000013 0.57987784795000008 46.177190236600005 0.50525433370000017 0.39672464895000009 0.31123319660000009 0.31100865245000009 0.37331217625000007 49.110028829250005 48.988717865950008 0.39614083410000006 48.680511450650009 0.31100865245000009 0.42646926740000007 35.818873074050011 0.41155953415000007 0.32272985840000007 0.34193587020000005 35.131296350900008 0.4588185982500001 0.34392682850000006 0.4622167001000001 45.673096293200011 50.264779514000004 51.307674290650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 7 -5 -4 -7 8 -2 10 11 12 -1 14 15 16 -14 -11 19 -19 -21 -20 23 -23 -25 -24 27 -27 -28 -30
right_child=1 -3 5 4 -6 6 -8 -9 -10 17 -12 -13 13 -15 -16 -17 -18 18 21 20 -22 22 25 24 -26 26 28 -29 29 -31
leaf_value=0.027656612884932142 -0.075447928800713382 -0.083437510470528914 0.06254150187607313 0.062435035244820837 -0.066873118861401432 -0.06877582711165775 0.043066782315722134 -0.078068318011291035 0.020667190214334778 0.023533089993588701 -0.039626558338152457 0.048031896339471171 -0.069739015352089428 -0.081783959068032402 0.040965476165974173 -0.18209001641608991 0.081418417087658498 0.019897323502105761 0.022033232853603479 0.0033909233151523956 -0.096590077780052838 0.040400465571198287 0.01781441583492728 -0.021891134744110381 -0.087519185015336926 -0.072492200815117105 0.0013567836411370129 -0.00043341784537223393 -0.081586924425995369 0.0093695903258163276
leaf_weight=0.55523905437439669 0.1030849233829938 0.20430069541907858 0.27754523206385773 0.26301120729476679 0.10165776486428513 0.19075443671863468 0.44587791719823144 0.52743781119352207 0.12218290002238064 2.0290914440993211 1.1886390152794772 0.88513393327593792 0.41895816427131671 0.50202242285013188 0.73994719982147206 0.27919797599315643 0.44390115141868591 0.82313292888647938 3.2512653209269038 1.188736464828253 0.81298589854850423 0.7843876769766206 5.0172914043068877 1.7901933440007272 1.0383856534026561 0.9370551097417763 231.56795089006118 0.46887380629777908 0.67492601182311718 1.4782115901907671
leaf_count=11 23 79 6 7 83 75 8 25 54 26 29 4 90 7 2 2 1 27 23 8 47 13 23 24 32 58 2001 3 22 87
internal_value=0.000705525 -0.0136014 -0.00657836 -0.0329394 0.0263882 0.025642 0.00955533 -0.0616822 -0.0233161 0.000830052 -0.00875542 0.000839461 -0.0133721 -0.0229277 -0.00722787 -0.0384527 0.00802448 0.00102084 0.000838001 -0.0205736 -0.0372157 0.00108287 0.00080343 -0.0272293 -0.0459835 0.00122518 0.00087119 -0.0484608 0.00116794 -0.0191418
internal_weight=259.111 2.23585 2.03155 1.11737 0.364669 0.914178 0.636632 0.752706 0.225268 256.876 5.01304 3.8244 2.93927 2.38403 1.882 1.14206 0.862859 251.862 249.833 2.82486 2.00172 247.009 243.757 3.61297 2.82858 240.144 235.127 1.40593 233.721 2.15314
internal_count=2900 360 281 192 90 89 83 102 77 2540 146 117 113 102 95 93 91 2394 2368 82 55 2286 2263 69 56 2194 2171 61 2110 109
is_linear=0
shrinkage=0.0659776


Tree=689
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 2 2 2 1 2 2 1 2 1 1 1 2 2 0 0 0 1 1 1 0 0 2 0 1
split_gain=0.0992033 0.375606 0.258328 0.130746 0.199654 0.395312 0.181511 0.311903 0.264607 0.135006 0.441036 1.14452 1.15309 0.954985 0.963465 1.23601 0.493503 0.246412 0.566803 0.196935 0.940116 0.831674 0.972406 0.782327 1.47126 2.01907 0.591913 2.96193 0.998443 0.443329
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.60665848330000005 0.47106374065000006 0.47383311875000006 52.781270016900002 37.511241581900002 48.008184682100008 0.45393850480000009 41.558544840500012 40.621691032550004 0.46208197360000008 42.467547400400008 0.45877368940000007 0.48363821445000005 0.46419268885000003 40.421032462050007 38.938637541200009 0.56501302355000016 0.56055207925000017 0.55671985870000007 0.4410796084000001 0.44805544745000009 0.43887907550000005 0.57507260265000015 0.55041765215000005 41.134354310300004 0.55411514625000013 0.42552618185000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 -5 -6 7 -7 -9 19 11 12 -11 -12 -15 -16 -14 18 -18 20 21 26 29 24 -21 -26 -1 -28 -29 -23
right_child=1 2 -4 4 5 6 -8 8 -10 10 13 -13 16 14 15 -17 17 -19 -20 23 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0011581714123313686 -0.088624728758928281 0.0014290827034261515 -0.077121902147868085 -0.013610200226838091 0.076284146481374188 0.064887351563694046 0.047977520360254169 -0.079072590346462926 0.0057465526061475031 -0.080476668034684798 0.05238763508280031 -0.11152873282961097 0.075956411019568015 0.048807946659326633 -0.08345576572112734 0.0044403003445452087 -0.09494348396244244 0.049834901838439701 0.014000745797737918 0.021385489526477602 -0.032425816829662786 0.030070701962964234 0.064694287823236038 0.036164752098128444 -0.10701484000606393 0.01610256057528317 -0.11228993337474916 -0.029006124476583059 0.045966292171827058 -0.031627062708989274
leaf_weight=215.63736370523839 0.3048676313774189 3.114333755913322 0.23922327333184501 0.84785260725766365 0.63399547711014781 0.23365091336017918 0.41457576444372524 0.34320451460916956 0.4524702609051019 0.84649034857284178 1.6202527447239843 0.69724483574827889 0.59880527388304505 1.0435751614859325 1.4185786066809671 2.1141209308043472 0.35488938272828796 0.38079335878137488 0.88617419842921663 4.7067408423172292 4.4932220797636537 1.2372409449890249 2.3505920916795731 4.0407488297205418 1.4054356687702241 1.4219299324031451 1.4466933688963752 1.7988241702551024 1.9801660655066369 1.2347216533962635
leaf_count=1864 23 175 129 22 4 13 9 55 8 43 27 26 5 11 27 50 58 5 20 60 45 22 10 29 23 33 45 25 16 18
internal_value=0.000698309 -0.0112118 -0.00417429 0.000869422 0.0161797 0.028335 0.00728123 -0.00910979 -0.0308391 0.000691466 -0.0076196 -0.0272854 -0.00813463 0.00432738 -0.0126886 -0.0308549 0.0194413 -0.00142462 -0.0171525 0.00103391 0.000567678 0.00122455 0.0311503 0.0103053 -0.00356377 -0.045097 0.000571123 -0.0236534 0.0102789 -0.000746741
internal_weight=258.299 3.65842 3.35356 254.64 2.92575 2.0779 1.4439 1.02933 0.795675 251.715 9.96092 3.7644 3.06715 6.19653 4.57627 3.5327 2.22066 1.62186 1.24106 241.754 230.179 225.686 4.82255 11.5749 7.53411 2.82737 220.863 5.22568 3.77899 2.47196
internal_count=2900 327 304 2573 111 89 85 76 63 2462 272 157 131 115 88 77 88 83 78 2190 2045 2000 50 145 116 56 1950 86 41 40
is_linear=0
shrinkage=0.0728446


Tree=690
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 1 2 2 2 2 2 0 1 0 1 0 2 2 0 1 2 1 1 2 0 0 1 1 1 1
split_gain=0.100084 0.246268 0.589713 0.146713 0.286214 0.622962 0.269985 0.297885 0.243904 0.605076 0.41625 0.344642 0.824449 0.239213 0.311785 0.388929 0.338257 0.353391 0.268319 0.816384 0.960957 0.733189 0.539294 0.23003 0.344568 0.218229 0.411738 0.680082 0.395842 0.783987
threshold=50.666627092000006 51.779769178100004 0.61532588845000014 49.49736495185001 48.988717865950008 0.31100865245000009 48.852845034800005 48.461603274950008 47.833738492450003 46.177190236600005 47.001379125850008 0.50300889195000009 0.45206730335000006 0.61802041855000012 0.45877368940000007 0.66294422320000013 45.027406014450008 40.79983011445001 0.57600071855000012 0.45772581660000006 41.792045663550006 0.44578006650000007 0.46128858420000007 40.742467179200005 0.62406814170000013 0.56639022785000004 0.45051046375000009 0.46208197360000008 0.44805544745000009 0.45280081435000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 8 9 13 -11 -12 -13 18 -15 16 17 23 25 21 -21 -20 -22 24 -16 26 -1 -28 -27 -30
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 11 12 -14 14 15 -17 -18 -19 19 20 22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.0010429275771455012 0.010488513879803712 -0.083878991678853071 0.011266233466309949 0.013913119963184683 0.0084762582806217519 -0.046943102874949523 0.017346692165284616 -0.019241114669881449 0.016785187674294075 -0.049075298348788182 0.029926663700727312 -0.069698400298236568 0.027886524038950641 0.073219521821391409 0.043929929218525558 -0.083057227763755279 0.055031767794341838 -0.066164338701288503 -0.0017426772246480781 -0.070556870562796831 0.049400918426461313 -0.08055324100420054 -0.0035507102156942401 0.069827688066237181 -0.068582608633400613 -0.001064808471015232 -0.039128902035955822 0.0080416581568108544 0.053407537275692953 -0.0052772057305851524
leaf_weight=213.03847889936515 0.90501303976634417 0.50641234384966061 0.5427429371047765 3.3135005793883456 1.6968590896576636 1.5708055271825285 3.8695109616965047 3.0468184808269134 3.7381256052758536 1.6192180545040167 0.70306189032271538 0.75154645089060046 0.64868626263341866 0.38981879368657191 0.24080019525717922 0.16209076341874595 0.6559411957859993 0.2662206242675893 0.83728406904265185 0.58517761080838715 1.295925095677376 1.0962984783109275 1.9187285119987789 0.24088238179683685 0.20069277913535188 4.7668561167083663 2.6756467840168616 2.2736741218250245 2.0041984505951409 1.6852997263777068
leaf_count=1830 33 81 17 66 9 36 22 22 33 44 9 24 22 6 9 107 4 52 32 135 4 29 60 1 64 46 37 18 10 38
internal_value=0.000546532 -0.0137503 -0.034659 0.000655969 0.000481638 -0.0181645 0.000726619 0.000463953 0.000712253 0.000459865 -0.0249066 -0.00630044 -0.0244902 0.000862825 0.0218866 0.0105597 0.0200169 -0.00419541 0.000667557 -0.0128808 0.00418933 -0.0464265 0.0177957 0.019981 -0.00721574 0.00101059 0.000622845 -0.0174592 0.0110059 0.0266013
internal_weight=257.246 1.95417 1.04916 255.292 251.979 3.26766 248.711 244.841 241.795 238.057 3.72251 2.10329 1.40023 234.334 2.15645 1.76663 1.60454 0.948596 232.178 5.73341 3.79983 1.93358 3.21465 0.682375 0.441493 226.444 217.988 4.94932 8.45635 3.6895
internal_count=2900 131 98 2769 2703 45 2658 2636 2614 2581 99 55 46 2482 243 237 130 126 2239 260 199 61 64 74 73 1979 1885 55 94 48
is_linear=0
shrinkage=0.0634156


Tree=691
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 1 0 0 2 0 0 0 2 1 2 1 1 0 2 1 0 0 0 0 2 0 1 0 2
split_gain=0.104707 0.326524 0.263213 0.480923 0.379608 0.205095 0.328082 0.316324 0.159737 1.24925 0.270333 0.329362 0.262147 0.443504 0.222153 0.16855 0.712014 1.26319 0.906351 1.68298 1.71763 0.799931 0.723374 0.671624 0.572222 0.440879 0.339371 0.801473 1.44259 0.942637
threshold=0.62143349005000015 0.47777012665000013 46.177190236600005 0.5024400467000002 0.66294422320000013 45.027406014450008 0.48250052395000009 0.62406814170000013 0.58388970390000006 41.792045663550006 0.59507200385000003 0.60665848330000005 0.57944372925000021 49.842240509300005 0.47106374065000006 44.157169339850007 0.41865513010000005 0.41367024935000007 0.51017933595000009 47.833738492450003 0.39135055835000004 0.55411514625000013 0.47760546090000006 0.46928235680000008 0.48119816770000007 43.874475754150005 0.48041974790000003 0.35319301815000009 0.47305469895000007 41.872669623500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 5 6 -3 -8 12 -10 -11 -12 15 -14 -13 25 17 18 22 -20 -21 -18 23 -17 -24 26 27 29 -29 -1
right_child=1 2 3 -5 -6 -7 7 -9 9 10 11 14 13 -15 -16 16 21 -19 19 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.8926219838271575e-06 -0.071832668910381814 0.065170190496841238 -0.070094649115354846 -0.0022989710743856568 -0.076311053324330233 0.049371304046197655 0.026701223583941506 -0.06337506981131974 -0.065381817718295751 0.030275753096712446 -0.017750041203697296 -0.0068978989563811509 -0.041862217993330321 0.007325142337576189 0.033298573269605079 0.0016823352290251151 -0.070001439151704106 0.051022996704943438 -0.071191609810285494 -0.05757438679852532 0.029889415364403205 0.0039119321368089989 0.043301386634067088 -0.034131505956157854 0.0010894745720211416 0.015133879441180871 0.0020148068228683122 -0.025029712676937915 0.053634629686928552 -0.017517623138016265
leaf_weight=36.088061368616764 0.27672479509783388 0.21995843946933769 0.49100313009694252 1.5633048182789933 0.14977482321319247 0.62188398092985153 0.26297128014266491 0.2958440758575307 0.72154722420236694 3.1044929506606422 1.3038215955966737 0.73164751427248154 1.3742632946496081 1.2500512789702041 1.4926595440192612 9.0528491974109873 1.1793050127744202 1.5525563824921835 1.9031223903875787 1.2471476653590801 2.2453282700444106 0.93936655507422973 2.3141290517523876 2.3566636391333295 2.2734099834924564 7.7008374313591039 154.42041078007242 1.3345249475569283 2.2129249814897776 15.747256594113422
leaf_count=309 25 1 11 88 105 4 8 96 130 39 35 10 47 20 41 92 65 14 71 15 41 23 8 24 33 60 1166 61 11 247
internal_value=0.00046353 -0.0092768 -0.00447458 -0.0185029 0.0141128 0.023782 0.00334789 -0.0209863 0.000613232 0.00929113 0.0174146 0.00609777 0.000352952 -0.0184326 0.0200766 0.000556191 -0.00408419 -0.00102362 -0.00480087 -0.0259802 -0.00134352 -0.0372301 0.00234264 -0.0057151 0.0223828 0.00109092 0.000575473 -0.00343774 0.0240417 -0.00531834
internal_weight=256.428 3.88147 3.60474 2.05431 1.55043 1.40066 0.778774 0.558815 252.546 7.35417 6.63262 3.52813 245.192 2.62431 2.22431 242.568 25.0639 22.9452 21.3927 5.3956 3.49248 2.11867 15.9971 11.4095 4.58754 217.504 209.803 55.3828 3.54745 51.8353
internal_count=2900 338 313 99 214 109 105 104 2562 255 125 86 2307 67 51 2240 386 298 284 127 56 88 157 116 41 1854 1794 628 72 556
is_linear=0
shrinkage=0.0597579


Tree=692
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 1 0 0 2 2 0 1 2 1 0 0 2 1 1 2 1 0 1 1 2 2 2 2 2 2
split_gain=0.489624 0.166181 0.156873 0.865746 0.366158 0.2409 0.195696 0.394969 0.211635 0.149468 0.546177 0.379423 0.168874 1.01763 0.800872 1.45923 0.544327 0.474617 0.450445 0.269899 0.700291 0.603561 1.07201 1.12132 0.456999 0.251285 0.710539 0.663132 0.42391 0.94784
threshold=0.30560462260000004 0.31063441215000004 33.151194885250007 0.51700547890000015 0.52029879345000019 0.38185982460000006 0.53136133645000017 0.56793209785000009 32.785955158400007 34.542090938800008 0.4942366995000001 0.38780276035000005 37.064694648750013 0.38780276035000005 0.52877159370000015 0.52975958800000011 34.997818021800008 0.36927038110000004 0.45280081435000008 37.858673296900008 0.37668033890000002 0.54384599265000022 0.40621538280000008 0.45280081435000008 38.052786106700005 39.420767558750008 39.268993001500007 39.788107623550012 40.036761086100007 40.12915366295001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8 -9 10 -4 -12 13 17 -15 -16 -17 -11 -18 20 -14 -22 -23 -24 -21 26 -26 -27 -29 -30
right_child=1 2 9 4 5 6 7 8 -10 12 11 -13 19 14 15 16 18 -19 -20 24 21 22 23 -25 25 27 -28 28 29 -31
leaf_value=-0.071713241088517871 0.018693533060854736 -0.085306368487318374 -0.033683293285275993 0.073892836270731316 -0.095121374078581816 0.070054312148737988 -0.080422053018346512 -0.069628650341032799 0.071557135885460255 -0.0060619697202238827 0.056840024178526821 0.0043594248600370656 0.039087307884246102 -0.092335860063971459 0.08763164944181269 0.029474684235306543 -0.08125603638618821 0.02283747927173933 -0.00057886473255037356 -0.031327582676475826 -0.023916770340169684 0.084494334972040896 -0.082431367485088253 0.039800134944404673 0.0024077527982295905 -0.015861351434027188 0.034040649343588893 0.016164844305510476 -0.044669785437000502 0.00071694817289457216
leaf_weight=0.44190051517216389 2.3706382653326719 0.62124554438560053 0.82920896849827785 0.34861112385988213 0.13171328138560057 0.17028899863362312 0.23593490429630037 0.064667010137327452 0.22096392439743795 8.81480287644081 1.283848434686661 1.3129216571405775 3.0585253341123444 0.96222117403522078 0.49026554822921786 0.38820494352421553 1.2713351397251242 3.8459633961319915 0.43857966644736723 2.1177004986402599 2.7921010828576982 0.85497644543647799 0.61794664509943664 0.82679326108336682 24.241022104110019 11.909229150369354 3.8815745050087562 8.1446745616085519 2.1960041079564681 170.35650655101199
leaf_count=91 36 61 19 2 2 3 19 86 6 69 7 45 26 30 1 17 46 20 44 24 25 2 23 32 216 84 24 60 24 1756
internal_value=0.00047887 0.000604073 0.000434189 -0.0197951 0.0149253 -0.0100353 0.00616311 -0.0146971 0.0395926 0.000578941 0.0148183 0.0303059 0.000381603 -0.00639076 -0.0388666 -0.0189897 -0.0439037 0.00271682 -0.060563 0.000856887 0.0131259 -0.00246849 0.023572 -0.0124809 0.000408164 0.00071264 0.00677383 -0.000172358 0.000861658 0.00013933
internal_weight=255.24 254.798 252.428 1.79342 1.17218 0.823568 0.691855 0.521566 0.285631 250.634 3.42598 2.59677 247.208 16.2114 3.55061 2.58839 2.09812 12.6608 1.70991 230.997 8.15034 5.09182 2.29972 1.44474 222.847 220.729 28.1226 192.606 180.697 172.553
internal_count=2900 2809 2773 179 118 116 114 111 92 2594 71 52 2523 227 138 108 107 89 90 2296 108 82 57 55 2188 2164 240 1924 1840 1780
is_linear=0
shrinkage=0.0686431


Tree=693
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 2 2 1 1 0 1 2 1 0 1 0 0 0 0 0 0 1 0 0 0 0 2 1 1
split_gain=0.377386 1.78817 0.576979 0.726591 0.674134 2.1209 1.34075 1.80952 1.13118 2.93518 3.17668 1.08196 1.19208 1.52424 2.50002 1.0415 1.6751 1.53987 2.065 2.16057 1.10358 1.24597 0.952375 0.956969 0.643387 1.30637 1.5404 1.0258 2.02223 0.704665
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 40.337496327150006 0.39584144190000009 0.39971857130000005 43.633733172900008 37.360990606650006 0.40621538280000008 0.41753240920000007 0.53321756835000012 0.41808628485000005 40.823855932350007 0.42194844465000009 0.54017843775000018 0.4274273225500001 0.54317236010000014 0.54384599265000022 0.55671985870000007 0.55980359870000018 0.56276758185000009 0.57161462230000015 0.43808568605000003 0.62143349005000015 0.54511840960000013 0.55240861050000023 0.55754318735000019 41.093509583400007 0.43625939340000008 0.43706775245000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6 -7 10 -10 -11 15 -14 -15 16 -13 -17 -19 -20 -21 -22 -23 -24 -16 -26 -27 -28 -29 -30
right_child=1 2 4 -5 5 8 -8 -9 9 11 -12 12 13 14 24 17 -18 18 19 20 21 22 23 -25 25 26 27 28 29 -31
leaf_value=0.0001574070980317196 -0.0021647414524883979 0.00015934293385094238 0.00071279280394571302 -0.0021422339747509439 0.0002757781601313193 0.00086698422224135174 0.00012657682955396167 -0.0023993550824721499 0.00057647823206665035 0.001458299496031999 -0.0025819387860441787 -0.0019782319410676695 0.0011778679763096488 -0.0026357679554298518 0.0013010763228687508 0.0015062304762525831 -0.00016333026460534645 -0.0016230099345217602 0.0017098041300600414 -0.0019184600634644426 0.00045802784079059466 0.0016673860293119551 -0.0019243558455025664 0.00045606051899919041 -0.0010263672093048487 0.0014266628719313444 0.0012463732942088798 -0.0025911665980316335 0.0010772363114293613 4.9678659814098586e-06
leaf_weight=188.98077267446206 1.4326478651491914 1.0709631009958678 5.771937981247901 1.0389218712225554 1.3733138218522061 6.9364730808883897 2.6478588450700045 3.3279414977878332 1.9730831002816547 2.3180451546795657 3.2262126919231378 2.9504911396652478 6.4967079125344744 1.19924040645128 2.076912071555852 2.4055700688622919 5.7961871541338041 3.0930301352636915 2.7435886312741777 1.3046569814905513 7.3682936661352851 0.47738421382382545 2.4509560426085959 0.88331887594085845 3.1512913182377806 4.0506089304108199 2.8492696574976462 1.1029606871306921 2.6528758443892029 21.079127355798846
leaf_count=1373 56 19 41 56 16 44 27 57 27 10 56 19 35 36 9 10 39 40 18 11 71 8 167 155 20 18 26 15 10 411
internal_value=0.000105001 1.0904e-05 4.09272e-05 -0.000973969 6.19809e-05 2.28249e-05 -0.000989374 -0.0016179 0.000106797 4.22161e-05 -0.00138335 0.000139167 9.79189e-05 0.000299913 0.000150451 -0.000208148 -0.000775546 3.12925e-05 -0.000162366 0.000134308 -0.000211919 -1.27726e-05 -0.000922874 -0.00129373 0.000240848 0.000177729 0.000297296 0.000132053 4.20929e-06 0.000124831
internal_weight=294.231 105.25 103.817 2.10988 101.707 95.9354 7.34911 4.70126 88.5863 81.6498 5.1993 76.4505 74.1325 44.659 38.1623 29.4735 8.74668 20.7268 18.3212 15.2282 12.4846 11.18 3.81166 3.33427 36.963 34.8861 31.7348 27.6842 24.835 23.732
internal_count=2900 1527 1471 75 1396 1355 100 73 1255 1211 83 1128 1118 580 545 538 58 480 470 430 412 401 330 322 509 500 480 462 436 421
is_linear=0
shrinkage=0.00196078


Tree=694
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 2 2 1 2 0 2 2 2 0 1 1 2 2 2 2 1 1 0 0 1 2 2 0 0
split_gain=0.105094 0.546981 0.21043 0.215511 0.138048 0.171756 0.185012 0.214829 0.131523 0.557201 0.490519 0.231332 0.175308 0.981473 0.526655 0.432783 1.17996 0.118719 0.394236 0.645534 0.360336 0.299501 0.838432 0.545085 0.168697 0.972019 0.682472 0.998357 0.75198 0.383854
threshold=0.48627286610000009 0.61532588845000014 0.6166282446500001 0.68186581240000022 49.110028829250005 0.66294422320000013 45.027406014450008 37.272044000450002 0.47106374065000006 44.710446918150005 0.58736265385000019 41.902916368500009 49.275256100300005 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 48.680511450650009 45.90502654165001 47.001379125850008 46.650420857800007 0.36501901140000009 0.37668033890000002 0.54317236010000014 0.45612406815000006 0.32600820335000008 41.902916368500009 39.468990633150007 0.37331217625000007 0.46768060835000008
decision_type=2 2 2 2 2 2 2 2 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 -4 12 10 -10 -12 17 -14 -15 -16 -17 18 24 20 -20 -21 -23 -24 25 26 27 -1 -28 -26
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 11 -13 13 14 15 16 -18 -19 19 21 -22 22 23 -25 29 -27 28 -29 -30 -31
leaf_value=-0.022029945562113015 -0.071068848561695458 0.050350676061731429 0.023642010804209614 -0.072186834848237388 -0.027461905015936563 -0.019708086982487244 0.03422946425064096 -0.071129031539725635 -0.07489145681027698 0.038269983892297986 0.033766109426434168 -0.02168125571131 -0.10019331136705016 0.036231798418896337 -0.077508785049300158 0.084136315308783946 -0.07142709559821725 0.008836869440487902 -0.090741020111611587 -0.030186847109024563 -0.026850278045910201 0.05721991408065287 -0.043370883247897424 0.019765143657259072 0.025857438372216261 -0.059313789463963762 0.026653782262025031 0.041088678169217352 -0.075101484413834282 0.00091063946142772132
leaf_weight=2.0109529234468928 0.5978697616228591 0.35007429686083957 0.26123984013429558 0.21427230259450869 0.71563518163748074 0.77336642669433775 1.1590339799877254 0.19821716456499416 0.46443280447965607 2.0156113371485844 0.71798290936203535 0.70040334388613701 0.53626958775566835 1.1581055968999865 0.50044955266639568 0.43394657969474792 0.48823016576352529 8.1419683527201396 0.68303078506141801 1.4289331100881097 1.0636522870045153 1.0943066496402027 1.4051875742152335 1.1899529136717317 2.9454988426150512 1.4700465229470863 0.53700628038495757 2.8601634316146374 0.94334833881293889 217.98042477481795
leaf_count=47 127 7 36 129 21 41 16 73 39 17 32 14 16 6 27 1 69 46 34 15 18 7 24 19 45 108 11 29 103 1723
internal_value=0.000496552 -0.0101822 -0.000268282 -0.00560291 -0.00101172 0.00690208 0.0196173 -0.0172437 0.000678372 0.0131882 -0.0136626 0.00638604 0.000480825 -0.0156952 0.00186335 -0.0261147 0.00177602 0.000687675 0.000406067 -0.015802 -0.0518344 -0.0035057 0.00682799 -0.014421 0.000892496 -0.00901468 0.00262704 0.0150313 -0.0381892 0.00124324
internal_weight=255.04 4.26971 3.67184 3.32176 3.10749 2.39186 1.61849 0.459457 250.77 3.89843 1.88282 1.41839 246.871 3.117 2.58073 1.42263 0.922177 243.754 235.613 6.86506 1.74668 5.11838 3.68945 2.59514 228.747 7.82152 6.35147 4.87112 1.48035 220.926
internal_count=2900 450 323 316 187 166 125 109 2450 102 85 46 2348 119 103 97 70 2229 2183 117 52 65 50 43 2066 298 190 76 114 1768
is_linear=0
shrinkage=0.0686431


Tree=695
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 0 1 1 2 1 2 2 1 2 1 1 1 1 1 0 2 2 2 0 2 1 1 1 1
split_gain=0.38993 1.18556 0.805125 1.92095 1.1081 0.883178 0.867266 1.19132 0.943239 0.711248 1.16052 1.06311 0.844462 0.704057 1.99154 1.01515 1.15498 0.992383 0.85498 1.28851 0.809353 0.672905 1.64722 2.54345 1.3083 1.28614 3.68906 2.58152 1.28348 1.0844
threshold=0.39078171310000004 0.53136133645000017 0.39458399450000009 0.39584144190000009 0.52898116820000018 0.39167988980000007 0.52877159370000015 0.39904493880000008 0.41527199785000007 40.621691032550004 0.38398550940000004 40.337496327150006 40.21994457600001 0.34632196640000007 40.922041107600009 0.3459626957000001 0.34575312120000007 0.3465914194000001 0.34545372890000009 0.3453339720000001 0.47961138885000004 43.022303514600004 41.872669623500009 42.233786329550007 0.48119816770000007 43.968221017800005 0.3447052483500001 0.34479506600000004 0.34503457980000002 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=9 2 5 -4 6 -2 7 -5 -9 11 13 12 -1 14 -11 16 18 -15 19 21 -20 22 -16 -24 25 26 -23 -27 29 -25
right_child=1 -3 3 4 -6 -7 -8 8 -10 10 -12 -13 -14 17 15 -17 -18 -19 20 -21 -22 24 23 28 -26 27 -28 -29 -30 -31
leaf_value=0.00029020564710967176 -0.00047825527914652476 0.0001023315618468435 0.0010666287621099104 -0.0022139971957903003 -0.0022621998519162111 -0.0022558243422281877 0.0010469944063914152 0.00050907625362420119 -0.0020736385923329093 -0.0014408340107093754 -0.0011446780476432289 0.0010534851105448984 -0.00073342567868084113 0.0013863155535542755 0.00022803605692203242 -0.00069314314860407535 0.000798217878559336 0.00023254747634725965 -0.0012930730005883964 0.0010080742469888244 -0.00011410540248038403 0.00096746648858002892 -0.002473797500880739 -0.00077477694975984436 0.0015891766030396311 -8.6068405521072617e-05 -0.0030089155142039776 0.0020009771865861069 -0.0014393989899106284 0.0009964554591387596
leaf_weight=65.134108439451666 2.6922039985656729 91.804184514181543 3.2218243456445617 1.4813855784013865 1.4846869966713709 1.788528563105501 1.300057779997587 2.3978740688180555 0.7030649013177025 3.5109173683449617 2.9451590823009601 6.8174596866592756 3.2532707327045491 3.1722204349935046 15.97091941535473 6.1783775035291901 8.8506112527102214 29.707876862899866 3.17106362339109 5.9064978000242254 7.6139129586517811 1.8821741254651052 2.5548045854666253 2.2078914101584814 2.6670121639035633 9.7814050997258146 1.713764270301908 2.9706438258290282 2.3435315839014947 3.338074691593647
leaf_count=424 20 1277 14 35 31 58 10 38 67 23 27 38 21 13 89 33 39 225 41 34 36 53 39 35 11 96 21 8 26 18
internal_value=0.000113561 1.86603e-05 -0.000491065 -0.000196243 -0.000748532 -0.00118779 -0.00036649 -0.000767511 -7.64935e-05 0.000166471 7.05036e-05 0.000315117 0.00024151 0.000102024 3.44415e-06 6.91693e-05 0.000135531 0.000343861 4.11168e-05 0.000146551 -0.000460753 3.45422e-05 -0.000167925 -0.00077341 0.000315806 0.000108068 -0.000927611 0.000400118 -0.000222784 0.000291314
internal_weight=298.566 106.874 15.0696 10.5889 7.36707 4.48073 5.88238 4.58232 3.10094 191.692 116.487 75.2048 68.3874 113.542 80.6616 77.1507 70.9723 32.8801 62.1217 51.3367 10.785 45.4302 26.4152 10.4443 19.015 16.348 3.59594 12.752 7.8895 5.54597
internal_count=2900 1550 273 195 181 78 150 140 105 1350 867 483 445 840 602 579 546 238 507 430 77 396 207 118 189 178 74 104 79 53
is_linear=0
shrinkage=0.00196078


Tree=696
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 0 2 1 2 2 0 2 0 1 0 2 2 2 2 1 0 0 2 2 0 2 1 1 1 1
split_gain=0.11199 0.22207 0.486186 0.110995 0.228209 0.216561 0.847733 0.642258 0.630588 0.282852 0.62377 0.770788 0.763913 0.49198 0.556071 0.361661 0.411847 0.565654 0.356904 0.278879 0.399649 0.474764 0.280281 0.467921 0.350226 0.257506 0.625044 1.48258 0.704656 0.932234
threshold=50.666627092000006 51.779769178100004 0.61532588845000014 49.49736495185001 48.988717865950008 0.39614083410000006 44.921040431000009 0.31148768000000004 48.852845034800005 45.673096293200011 0.54191491270000014 47.480720532750006 0.53225951315000009 0.37482410710000008 0.50749977545000013 45.027406014450008 44.527357125550004 44.758188263300006 48.008184682100008 0.46613873835000008 0.58736265385000019 0.58859016195000013 42.526729949000007 42.508878681700004 0.62143349005000015 43.19689381845 0.34527409360000011 0.34632196640000007 0.35675578575000005 0.3982365797500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -7 9 15 12 -12 13 -11 -15 16 19 -18 -13 25 -21 -22 23 24 -23 -9 -27 -28 -29 -30
right_child=1 2 -4 -5 -6 7 -8 8 -10 10 11 18 -14 14 -16 -17 17 -19 -20 20 21 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.075036214123194098 0.0092344252508177599 -0.097490825323846578 0.0065328071715442786 0.014199116792653399 -0.018924742336341942 -0.035023539715284373 0.046320318915841492 0.00039731332559144215 0.032885066272453668 -0.051354175839203459 -0.031209943407232276 0.051135856502116925 -0.093755721046267754 0.058477666553220405 -0.026249508717215628 0.02615080530090012 -0.066563221163879333 0.0021388910591754002 0.0018783161500804328 -0.078074732812994679 0.073914283504340941 -0.077339790216219576 -0.078113808371477314 0.080874188235828745 0.0053098809213508128 0.02897588601537527 -0.034544468011799757 0.043488012363723932 -0.019789889074772544 0.022158560782794771
leaf_weight=0.37317310545768068 0.86990674585103878 0.44367402560601477 0.5153407019097358 3.1790486225509076 3.1681705371593116 2.6632971572689703 1.6828409545123575 196.41070306613983 3.2360328417271367 1.2438023970462371 1.9699832628539296 1.5914568597509062 0.88579282164573658 0.70378022524528183 0.98815779527649283 2.9956273555289945 1.1411816123290912 1.4363045227364635 1.5318779977969823 0.54547258661932518 0.31789872539229724 0.45359478298450973 0.38105089504460909 0.25830692052841175 0.67976937256798919 5.8968342952430275 4.5360798723995712 3.1730436943471423 4.8072846806608123 6.7702214689925313
leaf_count=115 33 81 17 66 45 40 11 1606 19 37 40 23 15 8 34 38 29 19 18 63 5 104 61 1 182 30 36 15 50 59
internal_value=0.000543754 -0.0174171 -0.0415922 0.000673581 0.000501479 0.000750981 0.0242937 0.000553104 0.000944712 0.000511732 -0.0122191 0.0044715 -0.0344641 -0.0165742 0.00899369 0.0010056 0.00067349 -0.028279 0.0269769 0.00100629 -0.0225473 -0.0080594 -0.0227596 -0.00760314 -0.0277682 0.00128649 0.00822133 0.00187568 0.0130756 0.00474046
internal_weight=254.85 1.82892 0.959015 253.021 249.842 246.674 2.05601 244.618 241.954 238.718 8.91485 5.09332 3.82153 2.93574 1.69194 229.803 226.808 2.57749 3.12333 224.23 2.63609 2.09062 1.77272 1.39167 1.13336 221.594 25.1835 19.2866 14.7505 11.5775
internal_count=2900 131 98 2769 2703 2658 126 2532 2492 2473 175 81 94 79 42 2298 2260 48 41 2212 416 353 348 287 286 1796 190 160 124 109
is_linear=0
shrinkage=0.0728446


Tree=697
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 1 1 0 1 2 2 1 2 1 0 1 0 1 0 0 2 2 2 0 1 1 0 0 1 2
split_gain=0.427201 1.13692 1.11144 2.8287 2.96995 1.08869 1.81543 1.68066 1.83228 1.01239 1.82234 1.01183 1.05371 1.2839 1.20351 0.990321 1.65603 1.29089 1.565 1.72361 1.39176 0.875712 1.55828 0.933326 3.29398 0.830409 1.29815 0.812423 2.24749 1.76422
threshold=0.52366695610000014 0.39971857130000005 0.40621538280000008 0.41753240920000007 0.53321756835000012 0.39584144190000009 0.39458399450000009 0.52772372085000019 0.38991347565000006 43.633733172900008 37.360990606650006 0.41808628485000005 40.823855932350007 0.42194844465000009 0.54279811980000015 0.4274273225500001 0.54317236010000014 0.42892428370000008 0.55671985870000007 0.55980359870000018 38.994321257850011 40.621691032550004 40.305698932850007 0.51589772760000019 0.38733870245000007 0.46208197360000008 0.56424957340000015 0.50300889195000009 0.37138109635000011 42.929886289700008
decision_type=2 2 2 2 2 2 2 2 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 5 -3 4 -4 6 7 8 -2 10 -7 -5 15 -14 -15 16 -13 -17 20 -20 -19 22 -1 27 -25 -21 -27 -23 -29 -30
right_child=1 2 3 11 -6 9 -8 -9 -10 -11 -12 12 13 14 -16 17 -18 18 19 25 -22 23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.00022850933368393094 0.00011623909593419026 0.00086935787830207426 0.00050626220380886198 0.0014343042632471814 -0.0025961270555627234 0.00031661460306863279 0.0011013493894044021 0.00011874370893771838 -0.0024948661951450109 -3.9068254452924218e-05 -0.0023882163293375116 -0.0019376011111808416 0.0011288928027766046 -0.0013410673068365293 0.0002441211751876592 0.0015679590214928952 -0.00012505709281163612 -6.9236979114434657e-05 0.0016806753600584596 -0.00046387193924408884 -0.0025498513431693516 3.7807703097692988e-05 0.0011191648627166065 -0.0032671347497891111 0.00075916312661342209 0.0021199847330496176 -0.00026314037304181107 0.0014430417776376688 -0.0026860183403635452 0.00038760286400104391
leaf_weight=64.609965241812461 1.7308265655301527 6.8676812653429797 1.9481180002912868 2.2636527786962679 3.0339852718170732 1.3706139437854279 3.723032123874872 6.9267062628641725 2.5636597026605159 2.5981474742293358 3.1784443706274033 2.9395559688564408 6.1357362717390052 1.9459467132110138 34.275057415299671 1.9487259960733379 5.6879066580440849 1.7611188916489511 2.420631665736436 8.6051851111551496 1.7177207209169862 100.41290951834526 8.5521083497442287 1.3814797585364424 1.7979149514576418 1.4189772061072283 2.308494999891991 5.3779853628948313 1.0686132367700341 2.1881512209074572
leaf_count=444 18 44 27 10 56 16 21 63 53 27 57 19 35 41 504 9 39 27 17 135 16 765 47 30 22 7 269 32 16 34
internal_value=0.000108712 1.02896e-05 0.000112984 4.67362e-05 -0.00138302 -0.000386136 -8.51122e-05 -0.000478763 -0.0014425 -0.00101555 -0.00157326 0.000143745 0.000102694 0.000299461 0.000158958 -0.000186613 -0.000742629 5.1088e-05 -0.000111042 0.000167918 -0.00129407 0.000165714 0.00033262 5.69051e-05 -0.000990305 -0.000129003 0.00064407 8.74375e-05 0.000664579 -0.000620917
internal_weight=292.759 107.37 85.2785 78.4108 4.9821 22.0914 14.9442 11.2212 4.29449 7.14721 4.54906 73.4287 71.1651 42.3567 36.221 28.8083 8.62746 20.1809 18.2321 14.7533 3.47884 185.389 73.1621 112.227 3.17939 12.3327 3.72747 109.048 8.63475 3.25676
internal_count=2900 1510 1255 1211 83 255 155 134 71 100 73 1128 1118 580 545 538 58 480 471 428 43 1390 491 899 52 411 276 847 82 50
is_linear=0
shrinkage=0.00196078


Tree=698
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 1 0 0 2 1 0 0 1 1 0 2 2 1 1 2 0 0 2 0 2 2 2 1 2
split_gain=0.0993063 0.305974 0.210362 0.453501 0.312229 0.172981 0.28905 0.271282 0.143519 1.12388 0.224781 0.643566 0.451594 0.345071 0.42214 0.213979 0.342185 0.140453 0.558578 1.09043 0.799472 1.85438 1.50482 1.65206 0.720686 0.35365 0.343422 0.338273 0.731173 0.329812
threshold=0.62143349005000015 0.47777012665000013 46.177190236600005 0.5024400467000002 0.66294422320000013 45.027406014450008 0.48250052395000009 0.62406814170000013 0.58388970390000006 41.792045663550006 0.44922307715000004 0.59014700160000022 0.60665848330000005 0.46128858420000007 0.48363821445000005 0.57944372925000021 49.842240509300005 44.157169339850007 0.41865513010000005 0.41367024935000007 47.833738492450003 0.48140774230000011 0.47760546090000006 44.758188263300006 0.55411514625000013 45.027406014450008 43.874475754150005 45.027406014450008 0.36665069905000008 43.673409002000007
decision_type=2 2 2 2 2 2 2 2 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 5 6 -3 -8 15 -10 -11 -12 13 -13 -15 17 -17 26 19 20 21 22 23 -19 -20 -25 29 -23 -29 -1
right_child=1 2 3 -5 -6 -7 7 -9 9 10 11 12 -14 14 -16 16 -18 18 24 -21 -22 27 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0010646151445225193 -0.087113718226803388 0.078511155382657169 -0.084207082655859966 -0.0019091965367049667 -0.08946431941846536 0.056366430370671232 0.029282874464780187 -0.077134872416197278 -0.079255189791776259 -0.010339336794224104 0.066346835478191091 0.016683831887547233 0.035130694066512216 -0.093701280053893346 0.0035755182228550749 -0.045743665153063703 0.0079032885028722886 -0.10683164558265971 -0.08344203080019777 0.059245731073191615 0.0063067284104048292 -0.10357833315720652 0.048549776320255228 0.035505399177815998 0.004913576917923065 -0.020251963771057053 0.016457596437327946 0.026053068362915065 -0.080418152672492471 -0.021662172456270445
leaf_weight=206.27548924641087 0.26232338133195243 0.1934279650449755 0.45950083620846305 1.566793914986192 0.13485421273026066 0.58332252129912376 0.24429403420072049 0.26499650576988643 0.66321982940462376 1.0544546599267048 1.530116034671664 0.91625782102346442 1.9231133086868792 0.48291577864438295 0.46432442902005278 1.3472989999245322 1.1865309306886045 1.0148616076912822 1.0401108834630566 1.4727240153588343 12.192886722215915 1.0688972868956628 2.1824899315834045 1.0544960950501265 0.92595905659254629 1.4117284452076999 7.5965376957901745 0.47022522147744883 1.2576139981392769 3.4449070334085254
leaf_count=1762 25 1 11 88 105 4 8 96 130 17 15 4 46 13 30 47 20 28 65 14 113 20 7 8 23 35 60 8 65 32
internal_value=0.000557302 -0.0112742 -0.00550302 -0.0205718 0.0159861 0.0270436 0.00270295 -0.0260889 0.000732176 0.0109902 0.0203845 0.0264779 0.0103674 -0.0151881 -0.0460175 0.000436371 -0.0206221 0.000657401 -0.00461971 -0.00131334 -0.00563164 -0.0228371 0.00112828 -0.0286029 -0.0418292 0.00358849 0.00124243 -0.0713685 -0.0514424 0.000691301
internal_weight=254.687 3.70951 3.44719 2.02629 1.4209 1.28604 0.702719 0.509291 250.977 7.0344 6.37118 5.31673 3.78661 1.8635 0.94724 243.943 2.53383 241.409 24.092 22.1259 20.6532 8.46031 5.66358 3.48109 1.96607 2.46622 217.317 2.79674 1.72784 209.72
internal_count=2900 338 313 99 214 109 105 104 2562 255 125 108 93 47 43 2307 67 2240 386 298 284 171 78 71 88 43 1854 93 73 1794
is_linear=0
shrinkage=0.0728446


Tree=699
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 0 0 0 2 1 2 2 0 2 2 2 2 0 1 1 1 0 0 1 1 1 0 0
split_gain=0.474145 2.72878 2.55303 2.5774 1.16447 1.15756 1.02906 1.14554 0.961544 0.902211 0.836276 1.72237 0.753331 0.585367 1.91577 1.5009 1.34284 1.29924 1.05298 0.581384 0.782676 0.760577 2.264 3.14071 2.07058 3.83121 1.75252 1.37148 1.55393 2.84631
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.51589772760000019 0.49588335680000006 41.495754733000005 0.36000419150000007 42.622319549950006 39.468990633150007 0.46928235680000008 40.12915366295001 38.115457128050004 39.646013290900008 40.496232821400007 0.51929582950000019 0.38906020780000011 0.41753240920000007 0.40621538280000008 0.53321756835000012 0.53484925600000011 0.39584144190000009 0.39971857130000005 0.39458399450000009 0.52366695610000014 0.52772372085000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 6 -6 7 13 -4 -2 11 -8 -5 14 16 17 -1 -15 -17 -10 -21 22 24 -24 25 27 -26 28 -22 -30
right_child=2 -3 8 12 5 -7 10 -9 19 -11 -12 -13 -14 15 -16 18 -18 -19 -20 20 21 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-4.6331931389938496e-05 -0.0010272988832931986 0.0014099474958609668 0.00090993978689763431 -0.0026379188347577772 0.00017387456855876425 -0.001741879725663346 0.0013116633731747231 -0.00091742863993047122 -0.00083880741550431098 0.00089613347786303107 0.0001687070356341955 -7.0927137539691718e-06 -0.00096485785635974999 0.00010766400769610094 0.0010079284949499028 0.00093510508160872833 -0.0027873441118589489 -0.0015286624447390094 6.8798982236094368e-05 0.0006346405780472147 0.00036549804920551533 0.00015542272725444365 0.00061594040131390446 -0.0026310149954842585 -0.00011008691594989735 -0.0016692055054950557 0.0014441368261672546 0.0012871880697384347 -0.0024539476615690983 0.00047104782323348284
leaf_weight=4.7454120130860238 1.5429908146616056 6.7149451673030844 5.3656603991985312 2.8634542336221784 2.3552033826708785 2.4995386842638254 9.6316915042698366 4.3191705155186346 2.6937545852269968 2.3896596492268145 17.420926691964269 6.2970155850052825 1.6201731326291335 3.4191270337905726 9.4606937139760685 5.8004746437072745 0.80351966153830279 4.1057411809451878 77.042084574728506 9.1201986772939545 8.9023404810577684 73.460236710925528 1.8195699625648547 3.0909821529639885 5.421269065467639 6.1235645175911477 5.7453273055143654 3.2337297555059186 2.5565187381580463 2.5597284138202667
leaf_count=120 30 34 27 37 11 33 53 23 27 23 82 29 31 16 44 26 15 29 626 57 38 1138 27 56 54 95 30 14 53 22
internal_value=0.0001128 0.00018744 2.94806e-05 -0.00101713 0.000131936 -0.000812481 0.000163988 7.22898e-05 9.71905e-05 0.000141467 0.00046561 0.000790326 -0.00203335 0.000112856 0.000471441 5.32968e-05 -0.000443247 -0.000785153 0.000129456 6.22267e-05 8.2116e-05 3.74877e-05 -0.000182104 -0.00142788 -5.00433e-06 -0.000336804 0.000689577 0.000136121 -0.000129401 -0.000990532
internal_weight=293.125 154.616 138.509 8.41628 147.901 4.85474 143.046 109.696 130.093 3.93265 33.3496 15.9287 4.48363 105.377 15.0096 90.3674 5.54893 7.52487 82.8426 124.727 122.033 112.913 39.453 4.91055 34.5425 23.3759 11.1666 17.2523 14.0186 5.11625
internal_count=2900 1141 1759 121 1107 44 1063 899 1638 53 164 82 68 876 179 697 135 45 652 1611 1584 1527 389 83 306 222 84 127 113 75
is_linear=0
shrinkage=0.00196078


Tree=700
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 1 0 0 0 0 2 1 0 2 2 2 2 0 1 2 2 0 0 0 1 1 1 0 2
split_gain=0.491168 2.51595 2.43221 2.41244 1.41856 1.753 1.37689 2.06159 1.2727 1.66826 1.21895 1.11163 1.89973 0.709826 0.676001 1.32618 0.633181 1.95214 2.83363 1.43269 2.43663 4.42946 1.97107 1.03407 3.00768 0.9757 0.97173 0.822892 2.13688 1.49215
threshold=0.37138109635000011 0.51243974730000008 0.36927038110000004 0.50449088350000015 0.36543816055000006 0.36597706655000006 0.37668033890000002 0.49678153350000009 0.48543456785000005 0.48368312325000012 0.51700547890000015 41.468518788800004 0.36000419150000007 0.48181192180000004 43.124157941850008 42.564639561200003 42.178283198950005 42.686561923500008 0.47760546090000006 0.34515433670000012 40.259171735100004 39.56957118270001 0.47976108500000009 0.47943175355000006 0.47851860725000006 0.34548366815000003 0.34479506600000004 0.34458549145000011 0.47739588635000008 41.395309858300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 8 -6 -2 -8 9 13 -3 12 -10 16 15 -13 19 18 26 22 21 25 23 24 27 -21 -18 28 -1 -29
right_child=1 10 -4 -5 5 -7 7 -9 11 -11 -12 14 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=7.6510418444697699e-05 0.0010500103166639332 0.00089394083371791553 0.0013496342204906517 -0.002139373027258834 0.00029596666460416331 -0.0019725865599465671 -0.0028663307216052801 0.00067282222221300039 0.0014323385766693351 -0.0011297003739965243 4.7447762375530091e-05 0.000341371141149473 6.7565929933706057e-05 0.00055611598706355896 0.0006813905271358593 -0.0010505431604078215 0.00094428745918754111 8.0392382989331694e-05 -0.0025503018556617542 0.0014060813536884667 0.00087348268873377387 -0.0030239196493169755 -0.0017272075230577071 0.0012702850321171788 -0.0022675900495716141 -0.00043276345787426646 -0.00087486821131602295 -0.0016064401097164345 0.0020260560422381692 0.0003446642451023218
leaf_weight=14.512960729945933 2.2574960738420469 6.926117669325321 6.6051053926348677 3.9083399490918964 2.5523212999105445 2.6897423102054745 1.2370882780523973 1.2954319969285277 9.5650846883654612 4.2975984634831539 117.41803059045196 8.2366456836462039 6.6458169519901267 12.463811647146938 6.4794323379173866 3.8673896826803675 2.0173874566098666 31.43450990182464 2.9011122640222311 2.3739160895493141 19.542911331169307 1.9073884948156772 2.6069948822259894 2.4573067128658286 2.173355756327509 2.0826904411660507 2.5634009735658765 2.5807890853029667 2.5398775339126578 3.6219368204474449
leaf_count=178 10 37 34 58 11 33 29 24 50 23 1601 32 29 47 31 22 23 311 39 10 91 19 14 8 15 40 29 26 7 19
internal_value=0.000111154 2.32817e-05 0.00018481 -0.000996201 0.000134231 -0.000868045 -6.34475e-05 -0.00105599 0.000170004 6.83047e-05 9.45984e-05 0.000497592 0.000872837 0.000116074 0.000170254 -0.000103363 5.85326e-05 -0.000133858 -0.00103401 0.000191283 0.00053033 -0.000523442 -9.67699e-05 5.56546e-05 -6.17204e-05 0.00054674 -7.37088e-05 0.00014443 0.000366879 -0.000467138
internal_weight=291.762 133.043 158.719 8.69836 152.114 5.24206 4.79002 2.53252 146.872 112.078 124.344 34.7944 16.2109 107.78 18.5835 12.104 95.3165 38.9164 7.4819 56.4001 25.9069 6.364 30.4932 27.8862 25.4289 4.45661 4.58079 23.2556 17.0528 6.20273
internal_count=2900 1759 1141 121 1107 44 63 53 1063 899 1638 164 79 876 85 54 829 402 91 427 160 69 267 253 245 50 52 230 185 45
is_linear=0
shrinkage=0.00196078


Tree=701
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 0 2 0 2 2 0 0 2 1 0 2 2 2 2 1 0 2 1 1 2 2 1 2 1 1
split_gain=0.114727 0.204405 0.423111 0.0890559 0.208796 0.177836 0.718407 0.669387 0.544161 0.231642 0.52997 0.662863 0.599894 0.409291 0.458644 0.305966 0.292685 0.281979 0.418125 0.245797 0.359779 0.387361 0.300667 0.297768 0.453885 0.263043 0.231039 0.201533 0.503211 1.66716
threshold=50.666627092000006 51.779769178100004 0.61532588845000014 49.49736495185001 48.988717865950008 0.39614083410000006 44.921040431000009 0.39950899675000007 48.852845034800005 45.673096293200011 0.54191491270000014 0.53225951315000009 47.480720532750006 0.37482410710000008 0.50749977545000013 45.027406014450008 48.008184682100008 44.527357125550004 44.758188263300006 0.46613873835000008 0.58736265385000019 42.526729949000007 0.47536001915000009 0.47976108500000009 42.508878681700004 37.272044000450002 0.45877368940000007 43.19689381845 0.34560342505000002 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -7 9 15 11 13 26 -11 -15 17 -14 19 -19 27 -21 22 -22 -24 25 -25 -12 -9 -29 -30
right_child=1 2 -4 -5 -6 7 -8 8 -10 10 12 -13 16 14 -16 -17 -18 18 -20 20 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.07613738432769665 0.0077106160641986481 -0.097826221891568005 0.0028254402679823011 0.013116609966326324 -0.018384809705827111 -0.041629979587666108 0.043407037950342557 0.00051535439323049589 0.031617407738003402 -0.048498017422280076 -0.0019965578526246457 -0.093298092294148829 0.048181947533268384 0.056007463691147105 -0.024937670239014744 0.025042243495455238 0.0020265289593060271 -0.059510340507717148 0.0022328900537006936 -0.078993728332957758 -0.078014804400991983 -0.079476552122445601 0.067045204271899875 0.017125269241332064 0.081752843746227752 -0.079212226521719331 -0.05339435493389029 0.024990798612064775 -0.043898380823088029 0.012406852050061461
leaf_weight=0.33429096874897268 0.87977423932170384 0.41732861418859102 0.51523983897641301 3.190218169882427 3.150098039477597 2.0464113752241238 1.6344245690852401 198.32603929369361 3.1719065075740209 1.2239836829248805 0.9549742459785191 0.78771453164517868 1.5095385927997997 0.66048124851658918 0.93141544982790947 2.9057971853762856 1.5244964509038252 1.0578845404088491 1.4160019252158234 0.49563508094161024 0.19696175994067733 0.34243766370309447 0.48333736369386293 0.27247856226949807 0.23927232623100281 0.36751288014693273 0.97657208683085628 6.7142103794612948 3.625293341465297 14.57533013448119
leaf_count=115 33 81 17 66 45 25 11 1615 19 37 11 15 23 8 34 39 18 29 19 63 27 61 7 103 1 154 29 44 27 124
internal_value=0.000647519 -0.0179802 -0.0422166 0.000780896 0.000623434 0.000866076 0.0231082 0.000687206 0.00104393 0.000639168 -0.0113566 -0.0330471 0.00438455 -0.0161925 0.00864663 0.00108413 0.0249905 0.000778938 -0.0241698 0.00105247 -0.0226108 -0.00791814 0.00779415 0.0201977 -0.00555471 -0.0381962 -0.0279828 0.00130662 0.00760523 0.00119169
internal_weight=254.927 1.81234 0.932568 253.115 249.925 246.774 1.96872 244.806 242.759 239.587 8.56918 3.60359 4.96558 2.81588 1.5919 231.018 3.03404 228.112 2.47389 225.639 2.39764 1.902 1.55956 1.3626 0.879264 0.639991 1.93155 223.241 24.9148 18.2006
internal_count=2900 131 98 2769 2703 2658 126 2532 2507 2488 175 94 81 79 42 2313 41 2274 48 2226 416 353 292 265 258 257 40 1810 195 151
is_linear=0
shrinkage=0.0743015


Tree=702
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 2 0 1 0 2 2 2 1 2 2 2 1 1 0 1 0 1 2 0 1 1 1 0
split_gain=0.414308 1.33429 0.716528 1.09872 1.65747 1.63903 1.55904 1.67043 1.53665 1.32619 1.08293 1.06544 0.97374 0.888664 2.75266 1.25975 0.66599 0.869611 0.659243 1.44431 1.03949 0.840374 0.802551 1.07098 0.747475 0.596335 0.841999 0.921979 0.7216 0.569695
threshold=0.39078171310000004 0.53136133645000017 0.48543456785000005 43.45354240915001 43.874475754150005 0.51017933595000009 43.124157941850008 42.674081447500008 0.53321756835000012 0.36000419150000007 0.48368312325000012 40.982542372850013 41.468518788800004 38.771633980050005 0.37852160115000005 37.360990606650006 38.238138001450004 37.962710038050005 0.39458399450000009 0.39584144190000009 0.52898116820000018 0.39167988980000007 0.52877159370000015 0.39904493880000008 44.215931556700006 0.56369569775000017 0.43166372265000008 0.39658992245000008 0.40621538280000008 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 10 6 -5 -6 7 9 -7 12 29 13 -4 15 -15 -11 17 25 21 -20 22 -2 23 -21 -25 26 27 -3 -29 -1
right_child=1 16 3 4 5 8 -8 -9 -10 11 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=7.4741695502145806e-05 -0.00048366416195975959 0.00092930619101448751 0.0013356948732162765 -0.0019777953191169712 0.0010769540152857241 -0.0026470003040508575 0.0016115469817454748 -0.00090323012151507349 0.00030987195338400968 0.00034717776164897794 -0.00086636543731732202 -0.00067532434136774249 0.00041536718859209993 -0.00068889876318364819 0.00117338843366961 -0.00073471117589151043 0.0001766538067126155 -0.0024798442263746301 0.00084972468676284131 -0.0021797687705819853 -0.0022575527842177345 -0.0022731722631465058 0.0010195550097286585 0.00044432785464614043 -0.0020588942594344252 -0.0011368539769084161 0.0011734152712550825 -0.00024268044792779991 -0.0022866869867096532 0.00052441077080784561
leaf_weight=96.905672355351271 2.6244887616485348 1.3504707179963551 8.7525027543306368 1.8627261444926251 3.2697931043803692 1.1965629698242994 3.9242932349443427 3.9118927717208853 1.5523824137635527 17.375426515936855 4.4074595635756841 4.4491556994616976 8.9290701076388341 4.1124416626989833 11.828797802329062 5.4313438087701789 79.912537054835411 0.70580364797570005 3.142385218292473 1.3951016170904038 1.40812913083937 1.63903895416297 1.2387550752609966 2.20899774087593 0.57879141825833347 2.0044112019550084 1.9115506822708992 1.6918487995862963 1.093047810369171 12.195382595062254
leaf_count=837 20 7 50 12 22 44 16 27 12 84 24 37 34 33 40 31 934 25 14 35 31 58 10 42 63 236 18 16 41 47
internal_value=0.000131152 3.09384e-05 0.000185399 0.00033194 -0.000361473 0.000138759 0.000411473 0.000338786 -0.000977198 0.000418594 8.65117e-05 0.000233441 0.000870936 0.000337788 0.000692965 8.95301e-05 0.0001204 -0.000392937 -0.000526292 -0.000250391 -0.000756554 -0.00117161 -0.00036671 -0.00077725 -7.53827e-05 -0.000209992 9.72407e-05 -0.000400215 -0.00104494 0.000125006
internal_weight=293.01 102.905 190.105 76.5964 7.88146 6.01874 68.7149 64.7906 2.74895 60.8787 113.509 43.1972 17.6816 38.748 15.9412 22.8068 88.6697 8.75713 14.2357 9.97216 6.82977 4.26353 5.42165 4.18289 2.78779 8.05133 6.04692 4.13537 2.7849 109.101
internal_count=2900 1550 1350 442 90 78 352 336 56 309 908 225 84 188 73 115 1277 343 273 195 181 78 150 140 105 318 82 64 57 884
is_linear=0
shrinkage=0.00196078


Tree=703
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 0 0 0 0 2 1 1 2 1 0 0 2 0 0 1 1 1 0 0 0 1 2 2
split_gain=0.418204 2.60664 2.47499 2.50867 1.23472 1.26383 1.2185 1.17201 1.16898 1.00669 1.23293 0.953628 1.5125 0.841433 0.896418 2.71335 1.39693 1.77073 1.23198 0.895473 2.0899 2.04589 1.37206 2.01907 1.5302 1.20702 0.988376 0.87882 2.82657 2.13698
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 0.36543816055000006 0.36597706655000006 0.49588335680000006 0.48543456785000005 0.48368312325000012 0.51700547890000015 0.51929582950000019 41.495754733000005 0.36000419150000007 0.38906020780000011 38.703421923500009 0.39051226010000012 0.56369569775000017 0.54679500610000009 38.771633980050005 0.52428071015000011 0.52266399210000014 0.39971857130000005 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.52682554415000016 0.5339660489000001 0.39584144190000009 41.621607100200002 43.633733172900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 7 -6 -2 8 -1 -4 -11 12 -9 -12 15 -15 17 -17 -16 20 -20 25 -23 24 -24 -21 -25 28 -27 -29
right_child=2 -3 9 -5 5 -7 -8 11 -10 10 13 -13 -14 14 18 16 -18 -19 19 21 -22 22 23 26 -26 27 -28 29 -30 -31
leaf_value=0.00010515413211375072 -0.0012116352312256445 0.0013512208110585341 0.00082403016565434626 -0.0019620834935161679 0.00019810263937340591 -0.0017278363423051161 0.00096710620324572442 0.0012791614852459114 -0.00091330255275151085 -0.0015739073989514314 0.00064146410294126631 0.00016375500317597347 9.8391542901334769e-05 -0.0032436510274504501 0.0021431007036150878 -0.00033916423872945941 -0.0014799334741860282 0.0011437619887891401 -0.00040298805672351582 -0.0023652008087916274 0.0015234304199086882 0.0011454512791095393 0.00084003944147645207 0.0016168780361108775 -0.0023070042781855931 0.0018717693216839838 0.00011280634476928726 -0.0023742738131946333 -0.0011292295607009245 0.00023934339939297528
leaf_weight=105.80225372989662 1.5373228413518498 6.7440032809972754 6.7826557611115268 4.4595008763717487 2.4166868925094596 2.6286547426134348 2.4769333840813488 9.9211861826479453 4.3353080572560421 1.6772870718850743 9.2779976844321919 18.003643706440926 6.7271344512701026 1.1212723404169107 1.0971778921521025 10.979821704328062 2.5341695368515493 4.081750533077865 3.6767313709133287 1.4673433369025577 4.795121542236302 4.7899350654333821 0.77545256423763875 1.6600658233510319 2.1650727483211085 1.9464965537190417 58.851432802079216 2.3518685959279537 2.8697242345660925 2.2736502476036549
leaf_count=876 30 34 37 68 11 33 23 53 23 17 57 82 29 11 7 114 268 58 20 32 33 26 6 23 54 6 758 39 48 24
internal_value=0.000114705 0.000182122 3.57212e-05 -0.000969715 0.000129502 -0.000805324 0.000132723 0.000162076 6.5065e-05 0.000103784 6.25218e-05 0.000470417 0.000802044 8.60386e-05 3.80734e-05 -0.000344223 -0.00015946 6.27151e-05 0.000118725 9.3377e-05 0.000687377 2.97989e-05 0.000153368 7.84769e-05 -0.00147709 -0.000743192 0.000154069 -0.000491115 8.36372e-05 -0.00108956
internal_weight=290.228 156.579 133.649 8.47376 149.835 5.04534 4.01426 144.79 110.138 125.175 118.392 34.652 16.6483 116.715 107.437 18.717 17.5957 15.0616 88.7201 87.6229 8.47185 79.151 68.242 63.452 2.94053 10.9091 60.5115 9.44174 4.81622 4.62552
internal_count=2900 1141 1759 121 1107 44 53 1063 899 1638 1601 164 82 1584 1527 451 440 172 1076 1069 53 1016 867 841 60 149 781 117 54 63
is_linear=0
shrinkage=0.00192234


Tree=704
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 1 1 2 0 2 1 0 0 1 1 0 0 0 0 2 0 1 2 1 0 0 2 1 0 2
split_gain=0.0988431 0.186572 0.186889 0.0913572 0.537612 1.84284 1.23834 1.3996 1.22388 0.451327 1.72897 1.79116 0.618629 0.501041 0.35152 0.815498 0.395229 0.232349 0.415155 0.200462 0.835125 1.09707 0.564027 0.407738 0.664534 0.361644 2.00746 0.803253 0.82155 1.03671
threshold=50.666627092000006 0.48363821445000005 51.779769178100004 35.97706729810001 0.49850303880000008 0.36597706655000006 0.34392682850000006 35.131296350900008 0.50482021495000018 37.020641110850008 0.36501901140000009 0.52975958800000011 0.54422023290000021 0.46208197360000008 0.37852160115000005 0.51243974730000008 0.54384599265000022 0.56793209785000009 0.56859076075000015 39.420767558750008 0.46928235680000008 0.3459626957000001 39.788107623550012 0.34524415440000006 0.54422023290000021 0.52161611930000007 38.592454371550012 0.39078171310000004 0.53592706805000012 38.318569170500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1 -8 -7 10 -5 -12 -13 -14 -10 -16 -17 -18 -19 20 -11 -22 23 -21 -25 26 -23 -27 29 -29
right_child=1 2 -4 9 5 8 7 -9 14 19 11 12 13 -15 15 16 17 18 -20 22 21 25 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.025212449240237599 -0.074161814959205138 0.018377188338554309 -0.032352920589460973 -0.089866438115916353 0.076403267351958237 -0.10229838604736689 -0.1072322301849598 0.0086407608013886802 0.057609694386742391 -0.039207688682778567 0.01826816187876229 -0.10443241357304654 -0.077658144158867543 0.06673316171346845 -0.10114831809906343 0.021232065470254385 -0.079688151526387099 0.068479714326650329 -0.074268126606995111 0.0062775064789464142 0.035284317172169628 0.015954250061898264 0.0011732230914633837 -0.037179205121253937 0.0060523939508301695 0.031728432763366315 -0.056824107104326678 0.0060158729999883745 0.0078609929303990779 -0.073425437992296422
leaf_weight=2.2091235977131856 0.25397558877011661 0.77705208811676107 0.76441694429377094 1.4031046896998285 2.1217045783996582 0.59075938188470889 1.1572976014613234 1.0595618613297118 0.66947159497067321 2.0704349087318397 5.4445273415185511 1.0051805186085401 0.25673949578776945 0.25337098656018497 0.37955604121088971 3.3760148466099054 0.35549802115565388 0.22463717591017485 0.2084102547173643 3.4123619771562508 6.5996012762188903 5.6510092625394481 181.11463140168507 5.9338457453995925 2.7663002243825758 5.4816903285682228 3.1223063766956329 1.830335424048829 13.33545967658574 1.6642800318077204
leaf_count=57 74 21 36 20 11 6 36 10 5 36 38 17 27 18 4 39 28 2 150 16 32 34 1833 39 29 21 22 24 194 21
internal_value=0.00072002 -0.0163115 -0.00677995 0.000840554 0.00695083 0.0183072 -0.0133861 -0.05185 -0.0029291 0.00052783 -0.0160989 -0.00122727 -0.0712755 -0.00593923 0.00833058 0.00107044 0.0103866 -0.0360463 -0.000219721 0.00112465 0.00583539 0.00831011 0.000155444 -0.0150631 -0.0234333 0.00258328 -0.0099466 0.00751021 -0.000377863 -0.0318174
internal_weight=255.493 1.79544 1.54147 253.697 12.352 7.92605 4.42598 2.21686 5.80435 241.345 8.36292 6.95982 1.51529 0.51011 5.21359 4.54412 4.16456 0.788545 0.433047 232.982 39.7551 37.6847 193.227 12.1125 8.70015 31.0851 8.77332 22.3118 16.8301 3.49462
internal_count=2900 131 57 2769 348 245 103 46 234 2421 120 100 62 45 228 223 219 180 152 2301 384 348 1917 84 68 316 56 260 239 45
is_linear=0
shrinkage=0.0728446


Tree=705
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 0 1 2 2 0 1 0 2 2 1 0 1 1 0 1 1 1 1 1 1 0 2 0 1
split_gain=0.0927295 0.318588 0.520327 0.98299 0.494027 0.409944 0.701913 0.439646 0.679921 1.28718 0.274355 0.59382 0.325025 0.816175 1.93771 0.302549 0.448586 1.12658 1.23272 0.699975 0.46322 0.857332 1.92708 0.905325 0.841175 0.996744 1.91416 0.896677 0.689518 0.336143
threshold=0.47727612945000003 0.34512439750000007 0.34500464060000008 0.47648274005000008 40.421032462050007 41.21013581150001 0.46594413340000007 0.34524415440000006 42.686561923500008 43.45354240915001 0.47778509625000004 0.34536391125000004 0.47886290830000006 40.532725462000009 43.45354240915001 0.34458549145000011 0.48015029490000011 0.34569324270000007 0.34518427590000006 0.48041974790000003 0.34494476210000008 0.34566330350000002 0.34575312120000007 0.3459626957000001 0.34632196640000007 0.35585760905000008 0.48759019190000008 41.811877919650009 0.48271009850000007 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -7 -8 -9 -10 11 -2 13 -12 -15 -14 17 18 -17 -18 -21 28 -23 -24 -25 27 -27 -26 -22 -28
right_child=10 4 -4 -5 5 6 7 8 9 -11 12 -13 15 14 -16 16 19 -19 -20 20 21 22 23 24 25 26 29 -29 -30 -31
leaf_value=0.0021637326313852252 -0.0030896422459957347 -0.086734408192771589 0.037273868158527047 -0.051013989038197587 0.02460546836707668 0.018704760544966323 -0.0024937832381460782 -0.10670238331147192 0.042920617290081335 -0.086681145858845621 0.0047240109231511708 0.03487080944147003 -0.026199541909082618 -0.091540604907006315 0.027933655794112409 0.028031901214246327 -0.047636511648300482 0.046829009793836057 -0.02802882712277948 -0.026821315815659118 0.0031468145008769436 -0.057080422289769006 0.029365218176794453 -0.033251097480242214 0.050233943936139114 -0.075668148639391405 0.031686688603165307 0.0079732290023832968 0.037117842589668361 -0.00025971544896698695
leaf_weight=25.980516785741209 5.3120048940181714 0.53307412796129838 2.0896644234890109 2.1627788823680012 1.4721561614423988 1.8481670819455756 1.3678715983405707 0.95482481084764037 0.81146827572956659 0.96195710357278585 5.2194221913814527 4.2692449912428856 2.2671430062036952 1.9459730344824495 1.3009976446628568 4.4728328175842744 1.7071066796779621 4.3306461945176116 4.5392404925078154 3.3445351235568515 6.9845442399382573 3.314122609794139 6.3429940566420546 4.2123594582080832 4.0920329876244059 1.9378202622756351 1.919244204647838 9.7662440538406354 6.7468185909092426 132.30332890929594
leaf_count=376 24 46 12 24 11 37 11 17 23 23 26 17 17 43 6 18 11 17 32 18 31 19 23 19 30 26 13 46 29 1855
internal_value=0.000679793 -0.00276353 0.00078632 -0.00192291 -0.016264 -0.0111988 -0.0200661 -0.0375595 -0.0551404 -0.0273791 0.00128755 0.0138249 0.000706532 -0.0138356 -0.0436696 0.00132746 0.00164585 0.0150608 -0.000205012 0.000665988 0.00112164 0.0016478 0.000123717 0.00130437 0.000150319 0.00108819 -0.000882621 0.0204519 0.0198383 0.000197085
internal_weight=254.511 38.1825 30.233 28.1433 7.94952 7.41645 5.94429 4.09612 2.72825 1.77343 216.329 9.58125 206.747 8.46639 3.24697 198.281 196.014 13.3427 9.01207 182.671 180.964 177.62 163.888 160.574 154.231 150.019 136.16 13.8583 13.7314 134.223
internal_count=2900 580 412 400 168 122 111 74 63 46 2320 41 2279 75 49 2204 2187 67 50 2120 2109 2091 2031 2012 1989 1970 1894 76 60 1868
is_linear=0
shrinkage=0.0757875


Tree=706
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 2 1 2 0 1 0 2 2 2 1 0 2 2 1 1 0 1 0 1 1 1 2 2 1
split_gain=0.463363 1.91522 0.686458 0.654272 1.27449 0.901644 1.58856 0.927189 1.03906 0.775495 0.701521 2.35059 2.54706 1.57705 1.63624 1.01439 0.988241 3.35428 0.83468 0.806974 0.656729 0.638824 1.21363 0.580658 0.743138 1.73872 1.33649 1.08968 1.65047 0.998848
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.48543456785000005 0.48368312325000012 0.35877668335000007 41.468518788800004 0.34632196640000007 43.124157941850008 0.48181192180000004 0.37982395740000008 0.5096104907000002 39.852039223600009 38.771633980050005 37.272044000450002 0.38398550940000004 0.50300889195000009 38.441102963850007 39.646013290900008 0.39024280710000009 0.37027334510000004 0.51401155655000019 0.39971857130000005 0.52511900840000014 0.39971857130000005 0.39584144190000009 0.4019490434500001 43.633733172900008 37.858673296900008 0.41753240920000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 21 4 9 6 -5 -8 -9 -1 11 16 -13 14 -12 -15 17 -7 -18 -17 -20 22 -3 -4 25 -25 -26 28 -27 -28
right_child=1 2 23 5 -6 10 7 8 -10 -11 13 12 -14 15 -16 19 18 -19 20 -21 -22 -23 -24 24 26 27 29 -29 -30 -31
leaf_value=5.7248592719241138e-05 -0.0021025115062476914 0.001645205203566105 0.0015308834986850028 0.0012849617352242303 -0.00092331226796313608 0.00051751725583355464 -0.00044024008657245694 0.00011784816866492663 0.0012492590912928608 0.00055728916231176232 0.00038036370083320374 0.00010083379109320585 -0.0025387774056121718 0.0013844026332483887 -0.0012277709543565929 -3.4706283593175855e-05 -0.00011983084415223742 -0.0016456923730889931 0.0017419884192828811 0.00090578957305053264 0.0004630302109576774 -0.0024740183405661449 -0.0019934129327720054 0.00047230148719168619 0.001441104989887083 0.00016472074440876269 -0.00055200849263838906 1.8692570304723873e-05 -0.002326126157007921 0.00014333767396965726
leaf_weight=94.363149200813496 1.5042990332585748 0.62179904594086044 0.94947456113004491 8.0385232418775576 4.3652566582895806 8.6214076057076507 4.7337724817916778 7.7055523842573148 4.6067423922941089 12.472108408808706 5.6604023147374409 2.6453046239912501 2.5501506952568889 5.3277287892997292 3.7269811034202576 6.8835512769874168 2.8490693122148496 3.6129751056432715 2.9750578850507736 6.1227422901429236 2.7388745043426752 0.71731853795063205 0.68347736966097727 4.8103304756805283 2.6082979757338753 1.3647296214476226 8.2099369547795487 2.3903562326449901 3.0712336180731654 69.060838216559205
leaf_count=837 56 5 17 48 24 39 22 34 19 47 37 17 57 23 22 38 15 26 16 28 24 25 45 38 17 19 109 27 52 1117
internal_value=0.000114017 7.29051e-06 4.08797e-05 0.000167938 7.48399e-05 0.000299317 0.000594321 0.000268631 0.000541175 0.000115624 0.00016155 -6.08766e-05 -0.0011948 0.000370106 -0.000258098 0.00069176 0.000222392 -0.000121307 0.000713452 0.000408034 0.00112894 -0.00104525 -0.000260072 6.4638e-05 4.94257e-05 -0.000395532 0.000114246 -0.00100707 -0.00155981 6.94579e-05
internal_weight=285.991 95.9921 94.4878 189.999 111.201 78.7988 25.0846 17.0461 12.3123 106.835 53.7142 25.9928 5.19546 27.7214 9.38738 18.334 20.7974 12.2344 8.563 13.0063 5.71393 2.02259 1.30528 92.4652 91.5157 11.6366 79.8791 6.82632 4.43596 77.2708
internal_count=2900 1527 1471 1373 908 465 123 75 53 884 342 194 74 148 59 89 120 65 55 66 40 75 50 1396 1379 136 1243 98 71 1226
is_linear=0
shrinkage=0.00188464


Tree=707
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 1 0 0 2 0 0 0 1 2 0 2 2 2 2 2 2 0 1 1 2 1 1 2 0
split_gain=0.10465 0.262615 0.423364 0.377475 0.259709 0.101017 0.371718 0.0899109 0.998365 1.6454 0.520922 0.548395 0.589864 0.732301 0.475046 1.2734 0.526195 0.502172 0.911766 1.31717 0.753307 0.727786 0.861842 0.467161 1.35161 0.882516 0.488424 0.715411 1.44179 0.780809
threshold=0.50064369330000014 0.66697104880000013 0.59210802070000013 0.52041855035000018 0.52332265500000019 0.67036915065000013 0.57987784795000008 0.55609113500000007 0.55041765215000005 41.134354310300004 0.55980359870000018 0.56276758185000009 0.56323163980000013 0.43374449865000003 38.703421923500009 0.56369569775000017 33.151194885250007 39.468990633150007 40.742467179200005 40.878805547300004 41.986601436450009 42.686561923500008 0.57811143375000007 0.42970270350000012 0.42829556000000008 39.344049039350004 0.42194844465000009 0.41917906650000009 40.742467179200005 0.54095685760000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 -2 -5 -3 -7 8 23 -10 -9 -12 -13 -14 15 -15 -17 -16 -19 -20 -21 -22 -23 24 26 -25 27 29 -29 -1
right_child=1 2 -4 4 -6 6 -8 10 9 -11 11 12 13 14 17 16 -18 18 19 20 21 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.001129569504982363 -0.072121690022025356 0.0690339830914352 -0.091588227246563916 0.066367941297395261 -0.074016890792198919 -0.076252335496932819 0.051103560186178024 0.027684420537429314 -0.10174225884347315 -0.0049676863085710548 -0.026590405216210186 0.049308143675705719 -0.05253845898510226 0.084298834855746324 0.036930373313245099 0.041730707982469036 -0.071371813929288555 -0.044322857779489987 0.081000694303309154 -0.034697750523893227 0.036588133483847748 -0.054162842063985972 0.0084354624020284395 0.030432521819184228 0.056351807456728284 -0.047361668978644134 -0.024937466090878994 -0.006704704854495854 0.052850174619237668 -0.027787511161990668
leaf_weight=189.88907324660613 0.69741934374087511 0.26257187096052781 0.17961362787309554 0.22517664491897449 0.10142182610798045 0.17006601210232475 0.42681542717036791 4.3949342321429858 1.3299045050807752 3.1180875361314975 3.4274650319712263 1.465165576897564 1.2521766042918923 0.43354643695056738 2.7681114388979067 0.25513630965997425 1.5106099113399976 1.8862877420033353 1.2507794849807421 2.3487298650434232 3.8652338883839539 1.3808151147095467 7.5394259780878201 1.094465016620233 2.3502973838476455 2.6409423735967721 3.8404901028843588 4.5081967543810588 4.1360298953950405 5.0876000478165215
leaf_count=1644 102 6 75 7 87 75 8 56 41 38 34 11 39 2 32 46 105 40 8 40 30 31 117 11 26 61 30 22 19 57
internal_value=0.000662974 -0.0156764 0.0101242 -0.0418562 0.0227729 0.0313807 0.0148168 0.000796862 0.000254992 -0.0339023 0.00429391 0.00079536 0.00441162 0.00172569 0.00464962 -0.0275636 -0.0550294 0.00801694 0.00363653 0.00915776 0.00322024 0.0101859 -0.00125449 0.000966458 0.00142107 -0.0245682 0.000798765 0.00128418 0.0217907 0.000375025
internal_weight=253.837 2.06308 1.03907 1.02402 0.326598 0.859453 0.596881 251.774 217.995 4.44799 33.7784 29.3835 25.956 24.4909 23.2387 2.19929 1.76575 21.0394 18.2713 16.385 15.1342 12.7855 8.92024 213.547 209.812 3.73541 207.461 203.621 8.64423 194.977
internal_count=2900 360 164 196 94 89 83 2540 1949 79 591 535 501 490 451 153 151 298 266 226 218 178 148 1870 1798 72 1772 1742 41 1701
is_linear=0
shrinkage=0.0728446


Tree=708
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 0 1 0 2 0 1 1 1 1 0 0 1 1 0 1 2 1 1 1 0 0 2 0 1
split_gain=0.120449 0.287995 0.302755 0.288268 0.202314 0.4332 0.23706 0.159955 1.11227 0.575877 0.389753 0.225005 0.245053 0.227752 0.50675 0.585505 0.406739 1.05876 0.910327 0.604525 0.331103 0.302622 0.291145 0.309433 2.09649 0.815751 1.78752 0.686587 0.597529 1.11292
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 34.542090938800008 33.96174662340001 0.51700547890000015 0.34193587020000005 0.4447920721000001 37.572218886150004 0.43780126340000008 0.34392682850000006 0.34427112960000006 0.34458549145000011 0.3447052483500001 0.4622167001000001 0.47577916830000005 0.3447651268000001 0.35675578575000005 0.47694679800000012 0.34488488370000009 45.673096293200011 0.34482500525000009 0.35585760905000008 0.35165114815000004 0.47976108500000009 0.48759019190000008 39.56957118270001 0.48543456785000005 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 8 10 -10 -6 -9 -13 -14 -15 21 17 -17 -19 20 -18 -16 -21 24 27 -25 -27 -24 -29 -30
right_child=4 2 3 -5 7 -7 -8 11 9 -11 -12 12 13 14 15 16 19 18 -20 22 -22 -23 23 25 -26 26 -28 28 29 -31
leaf_value=0.081255510984374807 -0.02789409819398634 -0.088757797707231731 0.037274423373151892 -0.085413588656072931 -0.002476883988229327 0.045359095422188238 0.021050845846631437 0.017214493445892008 -0.011389253946148649 -0.088830537090336892 0.044832515397389687 -0.026871012251017179 0.01666698882137085 -0.035240262889666765 -0.083254653697650907 0.070103001700945619 -0.001803164586140892 -0.046678214411998036 0.035322434998156023 -0.020343779236305575 -0.053272516914818706 -0.0025025642530690046 0.032245709571354572 0.05422223248933826 0.061551422133177033 -0.072899399345415866 -0.00021911538341273025 -0.0037100009826768927 0.045087370753578868 -0.00028100542226919349
leaf_weight=0.13366012275218853 1.2339370072004379 0.42251005256912322 0.36572723148856312 0.16656344760303909 11.456498939209265 1.8661020242589073 1.1355172611683881 4.9807293750345698 0.99402750283479635 1.3574410642031578 1.1445795856416232 1.9233290702104557 5.3051696564070872 2.3508625098038456 0.74701569988974259 1.8138815760612477 1.2290232405066484 1.5415084341075274 1.7025607908144591 3.7064358480274668 1.90398264513351 0.44106756895780563 4.3374115675687781 1.5974232554435719 3.7918180450797072 2.0542141653131685 129.53749461105235 48.557567043695599 4.7054036557674399 10.312747217714785
leaf_count=1 16 57 7 103 215 36 32 24 7 47 7 12 25 15 56 5 7 33 11 20 41 3 21 7 24 27 1692 274 20 55
internal_value=0.000638424 -0.0250215 -0.039899 -0.00111689 0.000749377 0.0175015 -0.00443814 0.000462682 -0.00728742 -0.0560941 0.00182032 0.000961022 0.000605272 0.000839481 0.000458382 0.000843385 0.00113998 0.0228042 -0.00364242 0.000622455 -0.033082 -0.053276 0.00112867 0.00151709 0.00561136 -0.000687134 -0.00135369 0.00248804 0.000457843 0.0139336
internal_weight=252.816 1.08846 0.954801 0.532291 251.728 4.23556 2.36945 247.492 14.9525 2.35147 12.6011 232.54 227.559 225.636 220.33 217.98 216.791 5.05795 3.24407 211.734 3.13301 1.18808 208.601 204.894 71.7049 133.189 131.592 67.9131 63.5757 15.0182
internal_count=2900 168 167 110 2732 84 48 2648 276 54 222 2372 2348 2336 2311 2296 2237 49 44 2188 48 59 2140 2120 394 1726 1719 370 349 75
is_linear=0
shrinkage=0.0773033


Tree=709
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 2 0 0 0 1 1 0 0 1 2 0 0 2 2 1 1 0 1 2 0 2 0 0
split_gain=0.105059 1.61852 0.835172 0.650459 0.580491 0.54171 0.475678 0.68073 0.723248 0.394954 1.70082 0.754716 1.39315 0.996601 0.995809 2.85381 2.54771 0.839597 1.01161 0.664307 2.29693 0.823706 0.726477 0.589717 1.59973 0.919303 0.666938 0.441972 1.18324 0.694808
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.532441862050007 41.621607100200002 41.726652433350004 0.47778509625000004 41.322103772800006 0.48661716715000009 0.54095685760000012 0.54317236010000014 0.40367054880000008 0.41917906650000009 0.54475913895000005 0.55671985870000007 0.4211999641000001 38.994321257850011 0.55980359870000018 0.56276758185000009 40.305698932850007 40.496232821400007 0.34515433670000012 0.3459626957000001 0.53978922790000017 0.39513787010000007 36.514114975300011 0.53592706805000012 38.703421923500009 0.56369569775000017 0.56704889075000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 -5 -6 -2 -8 -9 19 -11 -12 -13 -14 15 -15 -17 -16 -19 23 -21 -22 -23 24 -1 -26 -27 28 -20 -29
right_child=3 -3 -4 4 5 -7 7 8 -10 10 11 12 13 14 17 16 -18 18 27 20 21 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.0029483808542150594 0.0056974185407539782 0.049446478423729373 -0.040371522197238496 0.032873921749477446 -0.041686771087086037 0.00068767242928586658 -0.0012843166629903163 -0.088782644106079403 -0.023118580459985542 -0.072780519975896615 0.068139670926195273 -0.11640666684989147 0.057081108389409455 0.036478259923212165 0.052991611442836324 -0.0040125125706122798 -0.15850385069119005 -0.08225200363963979 0.070497585410395552 0.068899885825728355 -0.039260658549331584 0.043572979372867159 -0.010583436854707404 0.041218296096200729 0.019912127070135253 -0.10667536047668635 -0.028341084781504246 -0.027354109407096091 -0.065249699218943191 0.033674446050490865
leaf_weight=60.069893977766696 3.9588144095614544 5.5393298275303087 3.8473119115224099 4.3398749467596636 2.4303323249259838 112.17341474722343 3.5936837415756582 2.3076968267560005 3.098352204548064 2.8308913153596249 1.21734048239887 0.83196153808967466 2.2178335860371616 2.4623436214751591 2.5852416138513936 1.5292932524753271 1.8718715589493511 1.1448741052881803 0.70873024500906323 5.2901229010894921 3.3111841189675015 3.5159859210252762 4.3937338450923562 2.7298061698675147 1.0882413340732444 2.0235918865946592 1.486560530029237 2.0306820720434189 1.7726240416093331 5.3364927985294344
leaf_count=476 24 33 34 33 33 1408 24 15 36 19 8 27 10 13 24 26 20 14 5 32 25 15 35 13 24 45 11 21 266 131
internal_value=0.000667065 0.00257022 0.000298383 -0.00106199 0.000996225 -0.000210937 -0.0199539 -0.0312374 -0.0511488 0.00171505 -0.0077265 4.09551e-05 -0.00364478 0.000686413 -0.00574672 -0.0363286 -0.0890387 0.0074591 -0.00324846 0.00470138 0.0206644 -0.00207631 0.0134899 0.000790793 -0.00091575 -0.0513938 -0.0735005 0.00593556 -0.0264772 0.0168526
internal_weight=251.738 119.836 114.297 131.902 118.944 114.604 12.9585 8.99973 5.40605 110.449 26.5402 23.7093 22.4919 21.66 19.4422 5.86351 3.40116 13.5786 10.9934 83.9091 16.511 11.2209 7.90972 67.3981 64.6683 4.59839 3.51015 9.84853 2.48135 7.36717
internal_count=2900 1327 1294 1573 1474 1441 99 75 51 1260 584 565 557 530 520 59 46 461 437 676 107 75 50 569 556 80 56 423 271 152
is_linear=0
shrinkage=0.0887971


Tree=710
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 0 0 2 1 2 0 0 1 2 1 1 1 1 1 0 1 0 0 2 2 1 2 1 0
split_gain=0.438876 2.18132 2.23301 2.11861 1.10908 1.17067 0.998449 1.01097 0.951594 1.48686 0.851508 0.839855 1.40239 0.752928 0.933018 0.744547 0.819273 2.07683 1.28269 2.87143 2.89817 1.11475 1.42542 2.67249 0.955113 1.9393 0.895037 1.04408 1.24976 1.26489
threshold=0.37138109635000011 0.51243974730000008 0.5025747732000001 0.36927038110000004 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 41.468518788800004 0.36000419150000007 37.962710038050005 0.51700547890000015 0.51929582950000019 0.34632196640000007 43.124157941850008 0.38906020780000011 0.39971857130000005 0.39584144190000009 0.40621538280000008 0.41753240920000007 0.53321756835000012 0.39458399450000009 0.52366695610000014 0.52772372085000019 43.633733172900008 37.360990606650006 0.41808628485000005 40.823855932350007 0.42194844465000009 0.54279811980000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 6 -6 7 -1 9 -8 -2 -3 -13 -10 -15 -14 17 21 -18 20 -20 22 -17 -24 25 -19 -21 -28 -29 -30
right_child=1 11 -4 -5 5 -7 8 -9 13 -11 -12 12 15 14 -16 16 18 24 19 26 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00012196631777209033 0.0011740974480653719 0.0007809531217016232 -0.0019413128720212661 0.0013105101064827603 0.00021200933746352938 -0.0016936295786331356 0.0013564734908051383 -0.00085161253833980466 -0.00050937710406330288 0.00012103951709213741 -0.00067473476152908282 -0.001734788253008916 0.00062272858204409827 -8.6448750951120464e-06 0.0010414049204329283 0.00035493952149971475 0.00092714344718058635 0.00032771900890920722 0.0005362045774008863 0.001387336560272465 -0.0025833839205422274 0.0010236358982852703 -0.002445394159263752 0.00013449587391013579 -0.00015581647899724917 -0.0023935190107489089 -0.00017082646517594904 0.0011390023999402737 -0.0013516927961052222 0.00026776348931783882
leaf_weight=104.78850441417308 1.6763376379385575 6.6077232181560239 4.1990499658277258 6.2312063202261916 2.4099843315780154 2.5516568323364481 8.8033300712704641 4.267667439300566 4.6851207027211812 6.5186465159058562 2.2342760680185165 1.6452929231454607 9.2368023009039444 8.3296656571328622 5.3383632358163586 9.0446123685687834 7.2504017704632124 1.4011376136913885 1.8494067115243513 2.2237690540496251 3.0058817762183025 3.8904619175009421 2.4901814104523501 4.0617279856232926 2.5693300508428365 3.5781476572155952 27.837763933839597 6.1042510420083991 1.9612297038256645 34.000483128205815
leaf_count=876 9 37 68 34 11 33 50 23 22 29 44 17 57 39 24 38 46 16 27 10 56 23 53 42 27 61 538 35 51 504
internal_value=0.000118738 3.79569e-05 -0.000948378 0.000190569 0.000143318 -0.000768017 0.000174998 8.38675e-05 0.000470121 0.000830865 0.000117792 0.00010008 6.3248e-05 0.000168957 0.000401476 8.77971e-05 4.33906e-05 -0.000253592 0.000138711 6.44542e-05 -0.00139512 8.46471e-05 -0.000149578 -0.000846042 -0.00112677 -0.00162778 0.000162706 0.000123748 0.000318687 0.000179444
internal_weight=290.792 136.868 8.10966 153.924 147.693 4.96164 142.731 109.056 33.6751 15.322 3.91061 128.759 122.151 18.3531 13.668 120.506 111.269 27.0356 84.2332 76.9828 4.85529 19.487 15.5965 6.55191 7.54862 4.97929 72.1275 69.9037 42.066 35.9617
internal_count=2900 1759 121 1141 1107 44 1063 899 164 79 53 1638 1601 85 63 1584 1527 260 1267 1221 83 156 133 95 104 77 1138 1128 590 555
is_linear=0
shrinkage=0.00196078


Tree=711
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 1 0 0 1 2 0 0 0 2 0 1 2 2 0 0 2 2 0 2 2 0 0 2
split_gain=0.0886611 1.36309 0.678898 0.537538 0.326214 1.34202 1.28369 1.0825 1.07002 0.886864 0.711701 0.652537 2.82897 0.675039 1.33532 0.806078 0.498287 1.12515 0.770525 1.27271 1.23069 1.15894 0.653124 1.01503 1.39735 0.777143 0.679282 0.722602 0.439857 0.40991
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.348489042950007 0.39078171310000004 0.52772372085000019 0.39745815990000005 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.3979222179000001 40.036761086100007 0.55671985870000007 0.56055207925000017 0.56704889075000009 40.742467179200005 0.47943175355000006 0.34503457980000002 39.039757512550004 40.380906245900007 0.47778509625000004 0.47760546090000006 40.712530798250008 38.771633980050005 0.52266399210000014 37.797539186950011 40.305698932850007 0.50300889195000009 0.57507260265000015 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 16 6 -6 -7 10 -10 -9 28 -13 -14 -15 -16 18 -18 20 21 -1 -20 23 25 26 -19 27 -25 29 -11
right_child=3 -3 -4 -5 5 7 -8 8 9 11 -12 12 13 14 15 -17 17 22 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010850974170993657 -0.023709787761593406 0.040090585049681778 -0.031486954976080575 0.00028767838118821444 -0.10237372752760822 0.043000770945676253 0.018945551922485745 -0.0053324668238591963 0.042806822595147224 -0.014842032833318157 -0.090186213825158221 -0.072133446215688457 0.071837338329871894 -0.070924753103451657 -0.016486995573293733 0.067761530197387662 0.046627410595908358 0.0033068830873571602 -0.0061550159403345236 0.014525108351427283 0.083274909435491401 -0.067704952130745399 -0.02546378889435846 -0.018302048765041525 0.061541714379919635 -0.03383912854763764 0.040956109028037334 0.017617045649883485 -0.049227310995491234 0.011920678538082321
leaf_weight=7.3112097211560485 5.8356070939935298 5.3982382630056227 3.8701519664828075 126.33101409193478 1.5352829323383042 3.1116086076945058 0.78905125691380806 1.0257734209299081 2.5564799681305912 4.4844011450331989 1.3925756497774271 3.8251795805990678 1.0422025918960569 1.0853659939020874 1.2209579587261035 1.5279389684455962 4.2735784500837317 17.191796997562054 3.5049754183273745 4.3512010129634291 1.2366675734519956 3.8210818246006966 3.8155178297311059 5.7115360684692922 3.9251179508864871 4.1849777810275546 3.4820767715573302 8.0841380059719068 0.91795315025296886 14.408350008539854
leaf_count=148 44 33 34 1529 40 16 24 15 12 116 28 28 4 13 42 26 19 103 27 32 7 23 23 39 16 28 25 39 273 94
internal_value=0.000606516 0.00213634 0.000334147 -0.000771892 0.00145558 -0.00423052 -0.061189 -0.000613175 -0.00466576 -0.000810523 -0.0541944 -0.00472135 -0.0223668 0.0166709 0.001676 0.0303415 0.00457744 0.00867202 -0.00568044 -0.0185898 0.011955 -0.0382579 0.00517585 0.00792144 0.0199056 -0.00396527 0.0104469 0.00274621 0.00302924 0.00556826
internal_weight=251.252 119.085 113.687 132.167 109.817 38.9231 2.32433 36.5988 33.4872 31.0688 2.41835 28.5123 8.70165 4.87647 3.83426 2.7489 70.8939 50.6687 20.2251 11.6773 8.54788 7.32606 46.3952 42.5796 21.2029 21.3768 17.2778 13.7957 19.8107 18.8928
internal_count=2900 1327 1294 1573 1260 731 64 667 651 608 43 596 113 85 81 68 529 292 237 82 155 50 273 250 119 131 103 78 483 210
is_linear=0
shrinkage=0.0773033


Tree=712
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 1 1 2 0 1 1 0 0 2 0 2 0 0 0 0 0 0 0 1 1 2 0 1
split_gain=0.0872565 0.847417 0.50764 0.377069 0.545142 0.657919 0.499747 1.30759 1.04803 1.20295 1.04408 0.269666 0.257276 0.787983 0.321099 0.273477 0.568067 0.533531 0.335649 0.207507 0.345902 0.194153 0.181062 0.837266 0.716717 0.331468 0.58062 1.07247 0.776261 0.43718
threshold=36.514114975300011 37.020641110850008 36.372781240150012 36.173488152900006 36.072790850000011 35.818873074050011 0.49850303880000008 0.36597706655000006 0.34392682850000006 35.131296350900008 0.50482021495000018 0.36543816055000006 0.37852160115000005 0.51243974730000008 0.51484985480000012 35.616518500750011 0.51700547890000015 34.997818021800008 0.54384599265000022 0.56793209785000009 0.56859076075000015 0.52104727400000017 0.42646926740000007 0.3972336157500001 0.41155953415000007 0.32600820335000008 0.34307356065000005 39.091773401050006 0.4622167001000001 0.34392682850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 5 6 8 -8 -1 -10 -9 -2 -12 -14 -15 16 -16 18 -18 -20 -21 -13 23 -3 -25 -24 27 -27 -29 -28
right_child=1 22 -4 -5 -6 -7 7 10 9 -11 12 21 13 14 15 -17 17 -19 19 20 -22 -23 25 24 -26 26 29 28 -30 -31
leaf_value=0.023693026627054897 -0.058542129156914507 0.0019721484023261359 0.047240698749442284 -0.044200195557928978 0.068474543381799466 -0.052156333568342164 0.075976425923253418 -0.10278526537099859 -0.10248648079909302 0.0079865520100671477 0.055509904914367393 -0.00010684664695690419 -0.10013288825276344 0.079997248131976159 -0.10959756808230467 0.069262701566997764 0.035634612527562136 -0.083816465131103066 -0.080395654110592449 0.070315705980832061 -0.075442575002702711 -0.038029481666177638 0.023631358251100965 -0.01115877964479293 -0.10803676310788173 0.010567484301594824 0.032095014204671368 -0.01239004725425801 -0.10599283067500499 0.00099215044962395831
leaf_weight=2.1432893910241457 1.4339404338679731 6.6013569951755908 1.4848798604107294 0.92838440454943416 0.70254179132462091 1.1572537071515405 1.6843232102692125 0.48745041550137092 1.1339806373362082 1.046216507849749 0.63197573879733671 1.4702332355082037 0.36198678705841292 0.37353558838367495 0.23912669299170453 0.35504933178890485 1.953999241115526 0.30197718754516234 0.24488328483130306 0.20995024871081114 0.15717248818623375 1.5116134441923348 3.5778485722839823 0.89881011180113979 0.79404131407500245 2.0627140989527097 2.5246679484844199 0.8568212199024855 1.1398112684255464 211.65339171461073
leaf_count=56 12 131 12 24 12 24 10 5 36 9 5 7 4 2 4 6 16 22 24 2 135 41 28 19 43 14 12 15 29 2141
internal_value=0.000535086 0.000177189 0.0059163 0.00156844 0.00479117 0.00120684 0.00665984 0.0189252 -0.0132025 -0.0494735 0.000852775 -0.0320642 0.0113128 0.00465879 0.0145483 0.00748697 0.000427855 0.00960156 0.0205953 -0.0274217 0.00791371 -0.0193313 0.0007959 -0.00998244 -0.0565999 0.00119893 0.000831164 -0.0270069 -0.0658248 0.00135878
internal_weight=250.123 234.525 15.598 14.1131 13.1847 12.4822 11.3249 7.00143 4.32349 2.1802 5.31711 4.41579 4.82966 4.19768 3.83569 3.46216 3.10711 2.86798 2.56601 0.612006 0.367123 2.98185 230.109 8.29421 1.69285 221.815 218.237 4.05935 1.99663 214.178
internal_count=2900 2492 408 396 372 360 336 235 101 45 225 60 220 215 211 209 203 199 177 161 137 48 2432 193 62 2239 2211 58 44 2153
is_linear=0
shrinkage=0.0743015


Tree=713
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 0 0 0 1 2 0 0 2 2 0 1 1 0 0 2 1 1 1 1 0 0 1 1 1
split_gain=0.0847613 0.289054 0.207722 0.126703 1.47098 0.894768 0.795914 0.585101 0.867628 0.562216 0.41819 1.0684 3.14983 1.05855 1.03985 1.03825 1.22637 0.661252 2.46948 0.795332 0.593332 0.432245 0.487134 0.529573 0.42584 0.416386 1.86598 1.40927 2.96826 0.58342
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.42829556000000008 0.42892428370000008 0.55041765215000005 0.54279811980000015 0.55754318735000019 0.55538756325000016 0.43033142720000012 41.840895355800008 0.55671985870000007 0.54749857790000023 41.590548329450009 42.297164883650005 0.56055207925000017 0.4323972336000001 0.46208197360000008 0.56323163980000013 0.56424957340000015 39.134693790050008 0.44286099220000008 0.45877368940000007 0.47106374065000006 0.48627286610000009 0.54317236010000014 0.54095685760000012 0.41917906650000009 0.40367054880000008 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 25 9 8 -7 -6 11 12 -8 15 -12 -13 -17 18 -18 -19 -21 -16 -23 -24 -25 26 29 28 -27 -1
right_child=1 2 -4 4 6 7 10 -9 -10 -11 14 13 -14 -15 21 16 17 19 -20 20 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.00017457509926088505 -0.095986906000419994 0.0004596713736335117 -0.084643508781429622 0.085507403864737153 0.02102021207351237 -0.05751691102065256 0.018664039611169757 -0.090096230020050447 0.040445005152194013 -0.099972871474205124 0.060814958815242473 0.063611163620506478 -0.12200509573117482 -0.070441082866316215 -0.019425585626578517 0.085528313400242278 -0.12338189349703768 0.064852466924740726 0.0012387807689675638 0.021373876685111096 -0.088641346639681901 0.031714792986268427 -0.042021396026788539 0.032882348232921285 -0.02729532601325162 0.050596107166421642 -0.051563675738174379 0.034278563098578983 -0.10239034681971443 0.026978858454174724
leaf_weight=183.07788759487266 0.24785225838058922 2.6683721642593814 0.19938074216202029 1.4115763611625869 0.35660616398672462 1.4750666250474749 2.4867028295993832 1.0655129717197267 0.96897418715525407 0.81879666632448789 2.5458781537745407 2.1212225776398546 1.75723818159895 1.0939492928519019 3.526398805435746 1.0605126685695712 1.1985454428940991 1.65852219518274 7.2512777606025338 0.89231158170605318 0.4918953969845461 4.8141949357232061 1.6152903611655345 2.3805753416381781 1.1177696563026982 1.5870442385785266 4.4819746149005359 7.8312781676650047 1.6980529912107156 5.4076882717199615
leaf_count=1621 23 175 129 11 16 36 13 53 14 51 27 19 35 19 30 9 14 9 124 88 60 56 20 25 72 12 31 34 33 41
internal_value=0.000523466 -0.0126589 -0.00545713 0.000690292 0.00492156 -9.64568e-05 0.00186267 -0.0403612 -0.0186785 -0.0632647 0.00398836 -0.00376114 -0.0395812 0.00587963 0.0136811 0.0115692 0.00277517 -0.00486114 -0.0164377 0.0272877 -0.0177214 0.00476215 0.0133537 -0.00393218 0.0136547 0.000595961 -0.000275969 0.0157317 -0.0284819 0.000943595
internal_weight=249.308 3.11561 2.86775 246.193 38.5993 207.593 37.1877 3.50955 2.44404 1.1754 36.0123 20.0122 4.24394 15.7682 16.0001 14.6743 12.5531 11.4926 8.44982 3.04273 1.38421 13.4542 9.92783 5.11364 3.49834 204.084 192.968 11.1164 3.2851 188.486
internal_count=2900 327 304 2573 698 1875 687 103 50 67 620 390 48 342 230 323 304 295 138 157 148 203 173 117 97 1772 1693 79 45 1662
is_linear=0
shrinkage=0.0804263


Tree=714
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 2 2 1 1 0 0 2 1 0 0 1 1 1 1 1 0 0 2 2 1 1 0 0 1
split_gain=0.383414 0.762692 0.430021 2.30247 1.96773 2.52205 0.962781 0.94877 0.906441 1.07213 0.768097 1.25535 0.854867 1.66088 0.726436 1.3489 0.874037 1.15483 2.37845 1.25155 1.11703 1.68762 2.41284 1.09494 1.42801 0.722661 2.12669 2.78425 0.863006 0.980663
threshold=0.30949672165000003 0.37331217625000007 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 37.962710038050005 43.082598263550004 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 41.468518788800004 0.36000419150000007 0.51700547890000015 0.51929582950000019 0.38906020780000011 0.39971857130000005 0.39584144190000009 0.4019490434500001 0.39458399450000009 0.52366695610000014 0.52772372085000019 43.633733172900008 37.858673296900008 0.41753240920000007 0.40621538280000008 0.53321756835000012 0.54511840960000013 0.4355408521000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 10 -10 11 -2 13 -12 -6 -16 -17 18 20 -19 21 -18 -23 24 -20 26 -21 -28 -27 -30
right_child=2 -3 4 -5 14 7 -8 -9 9 -11 12 -13 -14 -15 15 16 17 19 23 25 -22 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.00084846280713445391 0.00014341695965160018 -0.0021105041222647153 0.0013812450814757969 0.0013616278260089581 0.00075111492420631379 -0.0025654028504777738 -0.0005900031817355426 -0.00060750840574196583 0.00022501706409716707 -0.001660040428778359 0.0013567962551352777 -0.00095984787446856017 0.00015612804659379667 1.8513222201675663e-05 -0.0017112475623344502 0.00068742667858039726 0.00038570201545065646 0.0015024422469201058 -5.8479264389561927e-05 0.00060911346463040587 0.0010167173782915176 -0.0024192781265761193 7.2639025295616449e-06 -0.00017804875552386657 -0.0024338468332236163 0.00055698031609980572 0.00055619505119921674 -0.0024855034462391264 -0.0004398501341340218 0.00020775859184106642
leaf_weight=0.56607329472899326 101.5030199187313 0.82013162598013878 1.6817381023429319 6.3250755220651618 6.4750338126905254 2.8713169656693935 2.1970781939162407 1.4232447048416359 2.3649136647582045 2.2767620360245928 8.5097675062715989 4.126406096154823 17.751543557271361 6.1362541466951361 1.6004415335482907 9.0229102373123151 8.9094841452315503 2.6159139731898895 1.3381204465404142 4.3005371331237239 3.768545353319495 2.5466068638488641 4.1313903002301231 2.438363263849169 3.5664205979555845 18.34192860116309 1.9109311276115475 2.9325843924307264 11.609912532323504 39.836174204452618
leaf_count=11 761 104 9 34 37 39 44 29 11 33 50 23 85 29 17 57 38 17 20 29 23 53 42 27 57 128 27 56 132 878
internal_value=0.000126521 -0.000902175 0.000131569 0.000203986 5.07582e-05 -0.000881411 0.000264671 -0.00191654 0.000152663 -0.000699612 0.000181324 0.000100318 0.000445439 0.000796095 0.000111542 7.67036e-05 0.000101105 5.22319e-05 -0.000301717 0.000168115 5.8742e-05 -0.000172865 -0.000918081 -0.00125189 -0.00178577 0.000123894 -0.000394418 -0.00128545 0.000191806 6.16118e-05
internal_weight=283.899 1.3862 282.512 148.994 133.519 8.17338 3.87882 4.29456 142.669 4.64168 138.027 105.629 32.3976 14.646 125.345 118.87 117.27 108.247 26.6989 81.548 19.356 15.5875 6.678 7.3429 4.90454 78.9321 9.14405 4.84352 69.788 51.4461
internal_count=2900 115 2785 1026 1759 121 53 68 992 44 948 784 164 79 1638 1601 1584 1527 260 1267 156 133 95 104 77 1250 112 83 1138 1010
is_linear=0
shrinkage=0.00196078


Tree=715
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 2 1 0 0 1 1 1 0 0 0 0 0 0 0 0 2 1 2 2 2 2 2 0 2
split_gain=0.083795 0.443102 1.50784 0.949707 0.847805 0.96897 0.332782 1.33004 0.794823 0.744733 0.451711 0.366767 0.238245 0.652135 0.319729 0.523881 0.393432 0.843818 0.418604 0.19771 0.31807 0.16384 0.883519 0.6589 0.850886 0.472282 0.210367 0.425742 1.37998 0.740827
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.34392682850000006 35.131296350900008 37.020641110850008 0.36501901140000009 0.52104727400000017 0.52975958800000011 0.43033142720000012 0.45601928085000004 0.37852160115000005 0.51243974730000008 0.51484985480000012 0.51700547890000015 0.52215502530000013 0.53781323915000012 0.54384599265000022 0.56793209785000009 0.56859076075000015 37.858673296900008 0.37668033890000002 37.511241581900002 37.272044000450002 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 7 -2 -9 -10 -11 -12 -5 -14 -15 -16 -17 -18 -19 -20 -21 22 -8 24 -24 -23 -27 28 -28 -29
right_child=6 2 3 12 5 -7 21 8 9 10 11 -13 13 14 15 16 17 18 19 20 -22 25 23 -25 -26 26 27 29 -30 -31
leaf_value=0.022950875333428968 -0.086133182114849507 0.082248435573152312 -0.10529219587676562 0.056513964959658235 -0.099754091643813159 0.007571636064488874 0.041089215165799622 0.021559865567301453 0.0084395309510684087 -0.10970045619963177 -0.085475382454863233 0.061546401800282778 -0.10490421914017621 0.085980258440936791 -0.11414427269425387 0.058583946269661985 -0.090861314652344705 0.050116309994094006 -0.085439851409043449 0.074928887383698795 -0.081532774209161871 -0.03762395411022823 0.0070038317349926712 0.019516852597450552 -0.083950023295641635 0.019067180555059533 -0.05409432229180372 0.026894971432841121 0.023088272298707906 0.00011989072687624454
leaf_weight=2.139894487540003 1.4311186581326163 1.8428839892148969 0.52170487726107229 0.59762916713953007 1.1351715477467226 1.0450540071469729 3.7686548344790918 4.0686761010438204 1.2913957787677648 0.9019674591545479 0.21449525019852445 0.22476361876033479 0.33775052893906821 0.34129710495471988 0.22546681866515461 0.87818901985883746 0.5580545837292451 1.1869096336886285 0.25806391888909264 0.19573226850479841 0.14728379208531805 2.0959766395590114 1.3451487394522703 2.5000188836274901 1.3164100190952011 3.9757841355749397 3.4477291760267681 6.9141578468770595 2.6502213196527009 201.00382616785555
leaf_count=57 20 11 6 5 36 10 33 19 19 21 18 23 4 2 4 8 17 8 28 2 150 24 24 44 19 48 34 48 26 2132
internal_value=0.000560678 0.0072926 0.0196629 -0.0023142 -0.0130119 -0.0483093 0.000236754 -0.0157511 -0.000720462 -0.0351544 -0.0771286 -0.0102461 0.00905267 0.00218273 0.0117234 0.00437678 0.0126648 -0.00452397 0.022423 -0.0322609 0.00774758 0.000804484 0.0114837 -0.0101324 -0.037982 0.000371166 0.000736487 0.000395957 -0.0205501 0.00101028
internal_weight=248.561 11.4111 7.09097 5.24808 4.32012 2.18023 237.15 8.13242 6.7013 2.63262 1.34123 0.439259 4.72638 4.12875 3.791 3.4497 3.22423 2.34604 1.78799 0.60108 0.343016 229.018 8.93023 5.16158 2.66156 220.088 217.992 214.016 6.09795 207.918
internal_count=2900 348 245 234 103 46 2552 120 100 81 62 41 228 223 219 217 213 205 188 180 152 2432 120 87 43 2312 2288 2240 60 2180
is_linear=0
shrinkage=0.0804263


Tree=716
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 1 2 1 2 0 0 0 0 2 2 0 1 1 2 0 2 2 0 1 1 0 2 0 1 0
split_gain=0.083101 0.915728 0.533606 0.643566 0.578898 0.2221 0.231922 1.29059 0.410559 0.306118 0.545031 0.32689 0.760496 0.6572 0.203995 0.716713 0.896339 0.741358 0.417073 0.210521 0.429541 0.265135 0.23702 0.773241 0.875929 1.09877 0.693364 0.571045 0.356905 0.158603
threshold=0.39672464895000009 49.110028829250005 0.31123319660000009 48.680511450650009 0.37331217625000007 0.31100865245000009 48.988717865950008 0.36106703390000006 48.852845034800005 0.61802041855000012 0.66697104880000013 0.55671985870000007 0.50579323975000012 50.264779514000004 46.177190236600005 0.54191491270000014 0.37668033890000002 0.45877368940000007 48.008184682100008 0.60665848330000005 43.45354240915001 40.79983011445001 0.57600071855000012 0.45772581660000006 0.45976168375000009 0.58388970390000006 40.922041107600009 0.58859016195000013 0.48363821445000005 0.56639022785000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 8 -8 14 11 -11 12 -9 -13 19 16 -16 -17 -19 22 21 -21 29 26 -25 -26 -24 -27 -29 -7
right_child=5 -3 -4 -5 -6 6 7 9 -10 10 -12 13 -14 -15 15 17 -18 18 -20 20 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=0.034246909367575462 0.030145149397655432 -0.10550692158603245 -0.047224732625747758 0.050973956062434073 -0.10068097413484674 0.00062974923523491919 -0.14372921719473666 0.078514217738431397 0.030546132268897002 -0.10315257891778619 0.039488349346046822 0.065153697101015817 -0.096526149898074856 -0.015941461233314289 -0.0040793425517310859 0.036081494338985123 -0.10392046508281366 -0.087227453764260138 0.0028899242026562606 0.01166126566891664 0.055424928146065096 -0.090836642524404751 0.0056008133834975788 0.089661013736407585 -0.13603423214170376 0.066862744005253424 -0.10793000664622088 -0.094771530019078037 0.029084992149228366 0.013136294755408336
leaf_weight=0.46811096463352386 1.9357787203043688 0.66620966047048558 1.1066741783288305 2.0551889091730118 0.49668890988687053 210.42368188840555 0.54981701722135667 0.27795310318470035 3.4983803834766141 0.54190653760451812 0.32463549164822325 1.3850076131639073 0.58199332165531814 1.6712658872129393 1.5250248301308595 2.682299111969769 1.2320199848618356 0.73255472189339321 0.8304467125562951 0.58982803261346761 1.4799580310718736 0.28304961368303339 0.65808892864151758 0.7517128343752123 0.47576424680119078 0.78843902339485772 1.0714850905351339 0.40254554912826279 0.31375700790886185 7.9761431037331922
leaf_count=11 26 10 28 6 91 1742 11 2 21 22 40 19 63 69 31 27 35 36 13 195 27 88 34 7 41 13 21 34 43 94
internal_value=0.000550952 -0.0108008 0.0044886 0.0234389 -0.0352154 0.000774866 0.000539003 -0.0174143 0.000945159 -0.00289333 -0.0497145 0.0074668 -0.0399494 0.0208083 0.000499216 -0.0141339 -0.0486946 0.00831093 -0.0393467 0.000954189 0.0268584 -0.0215759 0.000680708 -0.0191823 0.00965225 -0.0207155 -0.0647324 0.0157455 -0.0405195 0.0010865
internal_weight=247.776 4.79287 4.12666 3.01999 0.9648 242.984 241.048 5.33258 235.715 4.78276 0.866542 3.91622 0.859946 3.05627 232.217 7.00235 2.75704 4.2453 1.563 225.214 2.35284 0.872878 222.862 4.46179 2.73222 1.98051 1.72957 1.50474 0.716303 218.4
internal_count=2900 146 136 108 102 2754 2728 226 2502 215 62 153 65 88 2481 142 66 76 49 2339 310 283 2029 193 138 131 55 90 77 1836
is_linear=0
shrinkage=0.087056


Tree=717
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 0 1 0 2 0 0 0 0 2 2 1 0 1 1 1 1 0 0 1 2 2 0 1 1 0
split_gain=0.0870226 0.558294 0.281425 0.355671 0.150661 0.19056 0.133544 1.00804 0.4972 0.338671 0.17845 0.513195 0.291209 1.24506 0.372704 1.49126 0.573726 0.172016 0.200142 0.165248 0.488466 0.186657 2.17089 1.27001 0.611031 0.993259 0.313681 0.215505 0.371704 0.237119
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 0.4019490434500001 0.56793209785000009 0.34193587020000005 0.4447920721000001 37.572218886150004 0.43780126340000008 0.43447800965000011 0.42646926740000007 0.41155953415000007 35.818873074050011 48.461603274950008 0.31123319660000009 0.37331217625000007 0.34392682850000006 0.34427112960000006 0.34458549145000011 0.3447052483500001 0.47670728420000003 0.47577916830000005 0.3447651268000001 43.968221017800005 42.207998345450008 0.47706655490000011 0.34482500525000009 0.34491482290000003 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 7 9 -9 10 11 12 14 -14 15 16 -4 -8 -19 -20 -21 22 23 -22 25 -25 -23 -28 -29 -30
right_child=2 4 6 -5 5 -7 17 8 -10 -11 -12 -13 13 -15 -16 -17 -18 18 19 20 21 26 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.055356377090596286 -0.004221194010854642 0.08707757489551736 0.029249665035266912 0.050557837434091105 -0.088264827529480339 0.048567126763439869 0.016126330526783111 -0.014810724194068802 -0.093350108971799309 0.045294486319651245 -0.031614677163554782 0.050371704669346332 0.036715737088413636 -0.11844473554776826 -0.011149450762332095 0.09794033679845604 -0.092126777485106462 -0.025980139717269035 0.01512805287838402 -0.037081210198041614 0.066066648489871815 0.026719743099466058 -0.11314899943827841 0.0039005937234125512 0.023900753782019647 -0.096905060476603244 -0.018789642225447944 0.028231884835427403 0.012591019182722421 -1.4983834463449666e-05
leaf_weight=1.0231841437453102 1.5081492783788228 0.28770015388727177 0.46500193793325928 1.6931732423622632 0.10048965594614856 0.2151213320403258 4.7963167987763873 0.97431191056966726 1.2237615315825676 1.0958449244499213 1.2567582372576005 1.2490257173776633 0.70167816430330254 0.69055727054364979 5.2143439967185259 1.0701394409406928 0.60056031863496173 1.9152729660272587 5.1831610375083974 2.3264218522235742 1.7755098976194847 3.1832086346112183 1.1971443390939382 1.4941482848080343 1.5790097080171106 1.1751461136736905 3.7225700616836539 3.3488587755709878 10.617479989305137 185.18037328213995
leaf_count=66 36 2 11 36 20 92 24 7 47 7 14 6 5 39 30 6 104 12 25 15 6 28 32 45 11 46 20 14 54 2040
internal_value=0.000462305 -0.0184504 0.00058774 0.0247513 0.0441403 0.00500022 0.000268137 -0.00735342 -0.058537 0.00176081 -0.00248047 0.00118418 -0.00584333 -0.0402448 0.00067295 0.0295375 -0.0391592 0.000755325 0.000424275 0.000653331 0.000305349 0.000713168 -0.012251 0.00780103 -0.0165501 -0.0404787 0.00116749 0.000766548 0.0011321 0.000668599
internal_weight=246.864 1.6265 245.238 3.20132 0.603311 0.315611 242.037 14.542 2.19807 12.3439 11.2481 9.99131 8.74228 1.39224 7.35005 2.1357 1.06556 227.495 222.698 220.783 215.6 213.273 7.22096 6.02381 4.2483 2.66929 206.052 202.869 199.147 195.798
internal_count=2900 180 2720 72 114 112 2648 276 54 222 215 201 195 44 151 121 115 2372 2348 2336 2311 2296 140 108 102 91 2156 2128 2108 2094
is_linear=0
shrinkage=0.0820348


Tree=718
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 2 2 2 2 2 2 1 0 2 0 1 2 2 0 0 0 2 0 2 2 1 1 1 1 1
split_gain=0.0830248 0.275245 0.314306 0.962864 0.890587 0.928499 0.283847 0.707966 0.512057 0.417153 0.800375 0.411609 1.22113 1.03102 0.303012 0.558038 0.298593 0.23572 0.381115 0.222135 0.212666 0.579195 0.316715 0.733834 1.65742 0.260298 0.499101 0.332231 0.557256 0.723651
threshold=0.47727612945000003 0.34524415440000006 42.718072821900002 0.46594413340000007 42.131954243650007 41.21013581150001 41.532441862050007 39.945535567850008 41.902916368500009 39.268993001500007 38.318569170500005 0.34193587020000005 0.47470135625000004 44.921040431000009 0.45612406815000006 0.31810424840000007 34.542090938800008 48.919835655300012 0.39614083410000006 0.47670728420000003 0.47778509625000004 42.102795028150005 0.47886290830000006 40.532725462000009 43.45354240915001 0.34458549145000011 0.34491482290000003 0.34521421515000011 0.34536391125000004 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -3 7 9 -8 10 14 13 -13 -10 15 -1 -17 18 -15 -14 21 -2 23 -22 -25 -24 -27 -28 -29 -30
right_child=20 2 3 -5 -6 -7 8 -9 11 -11 -12 12 19 17 -16 16 -18 -19 -20 -21 22 -23 25 24 -26 26 27 28 29 -31
leaf_value=0.020890473966631014 0.029705068963259494 -0.0029863538250402989 0.010784801083263466 -0.095635105550785929 0.047374352597664537 -0.11335827774203459 0.043239179479725123 -0.042868959774494682 -0.086998871010581111 0.036936723694179281 -0.052173627319494355 0.057308340442612862 -0.024427283420501638 0.04482574740648114 0.024268766039484274 -0.0045543535825111206 -0.099779046093391568 -0.014250285047411661 -0.0080772769701082051 0.010391271933543595 0.0037628824112391854 -0.010554299254420101 -0.026525740068101444 -0.095845629847784247 0.024184140623564644 0.025227898040999806 -0.01674954114575742 0.024382045721976567 -0.021496974808697132 0.0017521234376736375
leaf_weight=1.2062624604441246 5.5006746128201467 1.7624166435452933 1.0866718778270299 1.1134146722033618 1.3570389067754147 0.68449499341659237 2.1422732088249203 3.0810988552402696 1.0114775016409128 1.7582924412563441 1.8627184286015106 2.7915541008114806 2.762725587002933 1.5268616918474438 3.2803323343396187 0.34783409991359793 0.54947019810788333 3.8799491061363369 2.0817910141777247 2.07564677298069 5.0426461920142156 3.9867535457015038 2.177762914565391 1.7965064160525801 1.2703143730759618 5.53817544132471 6.7796194776892653 6.567046742886304 9.1494794171303493 161.84330923971538
leaf_count=30 22 53 23 45 14 17 21 37 116 9 15 11 26 11 22 36 16 28 32 18 26 19 17 43 6 23 35 31 55 2043
internal_value=0.000406497 -0.00314119 -0.0188756 -0.0430719 -0.00488112 -0.0338616 -2.93675e-05 -0.00959154 0.00629543 0.00179458 -0.00673218 0.00138883 0.0149493 -0.0107835 0.00898963 -0.0148369 -0.0628658 -0.000489126 0.0143066 -0.00949023 0.00102181 0.0127875 0.000464141 -0.0151047 -0.0461278 0.00112153 0.00143862 0.000723914 0.00139109 0.000508111
internal_weight=246.015 36.3623 6.00404 2.20009 3.80395 2.44691 30.3583 12.086 18.2723 9.00491 7.24662 16.13 7.62993 8.50008 5.3839 2.10357 0.897304 7.4886 3.60865 4.83837 209.652 9.48743 200.165 8.10947 3.06682 192.055 189.878 184.339 177.56 170.993
internal_count=2900 580 152 68 84 70 428 165 263 128 119 242 55 187 104 82 52 71 43 44 2320 41 2279 75 49 2204 2187 2164 2129 2098
is_linear=0
shrinkage=0.0804263


Tree=719
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 2 0 1 1 0 2 2 2 0 2 1 1 0 1 1 0 1 1 1 2 1 1 2 2
split_gain=0.0880708 1.25661 1.16867 1.36841 1.3195 1.08306 1.11147 1.36173 1.03095 0.814081 0.790636 0.683284 0.466136 0.551702 0.394482 0.744693 0.742393 0.423517 0.418828 0.377007 0.618992 0.632011 1.35256 0.460086 1.18502 1.35039 1.08415 1.02746 0.948654 1.39239
threshold=0.38398550940000004 0.51929582950000019 0.37982395740000008 0.51017933595000009 39.852039223600009 0.50300889195000009 39.344049039350004 0.50482021495000018 0.36597706655000006 0.38906020780000011 0.51243974730000008 43.124157941850008 38.592454371550012 39.134693790050008 0.47612346935000005 37.020641110850008 0.34392682850000006 0.33263974130000007 0.47577916830000005 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.39078171310000004 0.39971857130000005 0.39584144190000009 41.395309858300003 0.4019490434500001 0.39458399450000009 43.633733172900008 37.360990606650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 5 -5 8 -7 -8 12 -2 -11 -6 14 -14 16 -16 17 -1 -18 -3 -21 -22 -23 24 25 27 -25 -24 29 -26
right_child=1 19 -4 4 11 6 7 -9 -10 10 -12 -13 13 -15 15 -17 18 -19 -20 20 21 22 23 26 28 -27 -28 -29 -30 -31
leaf_value=-0.018729483735546285 -0.10076091009828844 0.021673088930314128 0.038532162838108057 0.0038411105490060334 -0.12554894432960889 -0.018900437981958829 0.092186717118456468 0.014358687897654125 -0.048558363532564826 -0.090110828141585525 0.031646634230903539 -0.040018709529064757 -0.033391122730931359 0.0001428461848528531 0.0062848455614021529 0.05453166675496135 -0.11375152240369578 0.037267619129795253 -0.0054351290824641366 -0.036904566102819794 0.029588269990896979 -0.10923196088699604 -0.0010110888650709405 0.06190288668137009 0.014953811772894843 -0.033513357925095882 0.00047188483998339138 0.08095203873921826 0.0011603939595916069 -0.1023204925659163
leaf_weight=1.7563928769668558 1.4788813646882766 5.589928774861618 6.0233209338039151 2.3145813294686368 1.3941843220964076 2.4562088847160322 2.9021802768111229 3.7583880866877735 3.143119560671038 0.6191247585666132 1.042894133570371 1.3289453057805074 3.7012093400117001 103.83022896388866 5.9705458991229516 3.8224066980183125 0.61042156630901423 2.2369035449810326 0.45304058492183685 3.3977969996631137 5.0321916243192382 0.84133396483957668 2.3538898779661377 2.1618715249933294 1.0176416775211694 3.4131773757981136 65.42970663930555 2.11527104023844 2.1600178712978959 2.6788062984123826
leaf_count=65 14 33 34 16 21 15 24 32 27 57 15 37 27 832 33 21 47 21 2 20 33 11 33 17 16 61 1241 10 27 58
internal_value=0.000386674 -0.00157302 0.0017227 0.000135373 -0.0435377 0.00176944 0.0301734 0.0482704 -0.000293532 -0.0546974 -0.0137097 -0.0838084 0.000946056 -0.00101139 0.0151205 0.0251167 -0.00423809 0.0126381 -0.0676082 0.000161628 -0.00116558 0.000226945 -0.00157114 -0.000457429 -0.0146959 0.00691019 0.00243671 0.0377824 -0.043776 -0.0700346
internal_weight=245.035 99.3325 145.702 139.679 5.03771 134.641 9.11678 6.66057 125.524 3.1409 1.66202 2.72313 122.381 107.531 14.8497 9.79295 5.05676 3.9933 1.06346 96.1916 90.6017 87.2039 82.1717 81.3304 13.7388 7.88234 67.5916 4.46916 5.85647 3.69645
internal_count=2900 1646 1254 1220 74 1146 71 56 1075 86 72 58 1048 859 189 54 135 86 49 1560 1527 1507 1474 1463 205 104 1258 43 101 74
is_linear=0
shrinkage=0.085349


Tree=720
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 2 1 0 1 1 0 2 0 2 1 2 1 1 1 1 1 2 0 2 2 1 1 1 1
split_gain=0.0800983 0.259168 0.189725 0.128885 0.303433 0.122845 0.490414 0.572447 0.221938 0.207717 0.386223 0.195458 0.264639 0.151325 0.34 0.127031 1.07957 1.34048 0.615515 0.277335 0.50019 0.294436 0.684271 0.474247 0.916687 1.96097 0.690886 0.428311 1.06442 0.395475
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.52041855035000018 46.177190236600005 0.58388970390000006 41.792045663550006 0.49091344570000006 0.59507200385000003 0.47106374065000006 0.47383311875000006 0.57944372925000021 49.842240509300005 0.61532588845000014 42.541806567400009 0.45206730335000006 39.468990633150007 0.46419268885000003 0.44705248345000009 0.43887907550000005 0.44286099220000008 0.4355408521000001 42.297164883650005 0.55041765215000005 40.259171735100004 41.468518788800004 0.39745815990000005 0.42970270350000012 0.42829556000000008 0.42194844465000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 11 7 -7 -8 -10 -11 15 -13 14 -12 18 -17 -18 19 21 -21 23 -23 27 -25 -26 -27 28 29 -1
right_child=1 2 -4 -5 -6 6 8 -9 9 10 13 12 -14 -15 -16 16 17 -19 -20 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0011110529038334317 -0.10745231913635925 0.020778755678410914 -0.094881150979691964 0.03052122588852603 -0.053266247079121434 -0.098246376534502397 0.040158590021222303 0.072336828306229964 -0.022039038012508148 0.093055169355165113 0.038297826351727439 -0.054164278730502877 0.0063720893335070979 0.026028321028637648 -0.097281124093242549 0.018435794398323758 -0.11468853355276652 0.0087011908444834651 0.036120639934853545 -0.0539086362274337 0.0073883752853766051 0.043933357992161172 -0.018318303981602429 -0.098592405942137792 0.053024292444500125 0.003374171454346609 -0.10553905778317864 -0.037848701490812812 0.064000706177028854 -0.028509449728023665
leaf_weight=196.10560330559383 0.22659152382948322 0.97955290131358264 0.18686668898317282 0.77609986456627655 0.84623782383278012 0.60739736639243247 2.7939721752482001 0.21977921209236229 1.3373385309241714 0.49843879137188185 0.28565770987188421 1.2568995765827815 1.1205427885870447 0.810052882443415 0.32366185209684772 4.0785085798288483 1.4666936077410357 1.4230538702176998 3.9856792922510058 2.1230317687150082 2.2489191674394533 3.8012599097564808 2.3403345387050649 1.1374598896945816 2.1901242062449455 0.72013776528183404 1.4198159251536706 2.3259539321006732 2.1928572161123148 3.7687651005107901
leaf_count=1742 23 57 129 96 22 80 39 58 17 4 15 47 20 17 36 53 35 23 38 26 22 30 37 70 10 22 43 33 26 30
internal_value=0.000372585 -0.0142977 -0.00672867 -0.000397597 -0.0135404 0.000556455 0.0124882 -0.0529227 0.0214327 0.00535977 0.0244657 0.000205389 -0.0256321 0.00037918 -0.0337198 0.00047093 -0.0115725 -0.0539254 0.00084498 0.000206986 -0.0223776 0.000664105 0.0202116 9.20471e-05 -0.0262333 -0.00722536 -0.0688875 0.000796251 0.00124109 0.000552538
internal_weight=243.597 3.01535 2.78876 2.60189 1.82579 240.582 6.8763 0.827177 6.04912 3.25515 1.91781 233.706 2.37744 1.41937 0.60932 231.328 6.96826 2.88975 224.36 220.374 4.37195 216.002 6.14159 209.861 5.46754 4.33008 2.13995 204.393 202.067 199.874
internal_count=2900 327 304 175 79 2573 266 138 128 89 72 2307 67 68 51 2240 111 58 2129 2091 48 2043 67 1976 145 75 65 1831 1798 1772
is_linear=0
shrinkage=0.0905731


Tree=721
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 2 2 2 2 1 0 1 0 1 0 1 0 1 2 0 2 0 1 2 2 0 0 1 1
split_gain=0.368268 1.23452 0.773552 1.75865 1.07338 0.827147 0.825732 2.03612 1.21413 0.647684 1.05407 0.681335 2.10968 1.55893 1.41032 3.02708 1.3983 1.30812 0.819412 0.658678 0.864941 0.769083 0.608171 0.662504 0.579409 0.824098 0.755943 1.8047 1.49656 1.28258
threshold=0.39078171310000004 0.53136133645000017 0.39458399450000009 0.39584144190000009 0.52898116820000018 0.39167988980000007 44.215931556700006 43.968221017800005 40.337496327150006 40.79983011445001 0.38398550940000004 0.48181192180000004 0.34554354660000003 0.47868327295000007 0.34479506600000004 0.47814436690000012 0.36000419150000007 0.47943175355000006 0.36501901140000009 38.771633980050005 0.52161611930000007 36.921550069850007 0.46928235680000008 0.33960061075000009 41.134354310300004 41.24714903835001 0.50300889195000009 0.50482021495000018 0.37982395740000008 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 -4 6 -2 7 8 -5 11 24 12 14 -14 15 22 -13 -16 -18 21 -21 -20 23 -1 -11 -26 -27 -28 29 -29
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 16 13 -15 17 -17 18 -19 19 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.00021515433062013815 -0.00051927572028385158 0.00010964727178402209 0.0010136779852255051 7.3532055900569357e-05 -0.0023137868431308468 -0.0022754909750226796 -0.0020964446011056182 0.0019794760933053868 -0.002379837485075911 -0.00047996354472986199 -0.001160735635995408 0.0010791260935284104 0.00023858131307903806 -0.0024248187329670031 0.00023265973429650828 -0.0021061212105948882 -0.00050977047739451313 0.0017356657214401923 0.00044046504813896419 0.00024135728219223999 0.001192400894076175 -0.00040637733742426889 0.00071788041394146883 -0.0011754365917914116 0.0010785118584510415 4.4092774680816475e-05 0.0020795357472411114 0.00087542883851052689 0.0014602242516701589 -0.0012201979653668293
leaf_weight=5.6480229428270921 2.6424494162201873 84.895759646120496 3.1009659811388683 1.9918928464467174 1.3758835145854389 1.6908090275828724 0.89954471841338079 1.3529018638655541 1.2699942300096152 6.2178418817929915 2.6116047753021112 10.572846997529266 1.4120727192930638 2.1036094166338444 5.1260377438884444 2.4137907624244681 4.5397761380299917 3.9356214255094528 11.019001819193365 7.8804343268275243 6.8920626454055309 6.5884184278547755 6.3792103482410312 1.717808091198094 3.4505067770369342 84.998104017402511 2.4434338212013227 1.7388508412986992 2.2270132256671786 3.1694611760322005
leaf_count=89 20 1277 14 38 31 58 70 9 33 39 27 56 40 17 37 15 24 14 59 45 25 37 26 20 18 661 18 9 13 61
internal_value=0.000116007 1.98061e-05 -0.00051265 -0.000212572 -0.000764449 -0.00120454 -0.000377874 -4.28785e-05 -0.000881671 0.000168141 6.964e-05 0.00030622 6.79062e-05 -0.00135506 0.000266265 -8.0959e-05 0.000450416 0.000885439 0.00027037 0.000379748 0.000685064 0.00012359 0.000274683 -0.00010915 0.000100464 0.00013728 0.000102941 0.000625135 0.000127087 -0.000477787
internal_weight=282.306 99.2202 14.3244 9.99118 6.89022 4.33326 5.51433 4.61479 3.26189 183.086 106.857 76.2287 28.7362 3.51568 25.2205 16.1588 47.4925 9.06166 36.9197 32.3799 14.7725 17.6074 13.745 7.36583 104.245 98.0274 94.5769 9.57876 7.13533 4.90831
internal_count=2900 1550 273 195 181 78 150 80 71 1350 846 504 258 57 201 150 246 51 190 166 70 96 135 109 819 780 762 101 83 70
is_linear=0
shrinkage=0.00196078


Tree=722
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 0 1 0 0 2 2 1 1 2 1 0 0 1 1 2 1 0 1 1 2 2 2 1 1 1
split_gain=0.0749247 0.350919 1.00217 0.646819 0.367543 1.42842 0.501975 0.27268 0.269189 0.91815 0.870906 0.204712 0.429834 0.488116 0.189529 0.149984 0.442839 0.145315 0.217501 0.149214 1.50582 1.96176 3.08308 2.54392 1.37697 1.34857 0.807675 1.05487 0.78711 1.48931
threshold=0.39672464895000009 0.31123319660000009 49.110028829250005 0.31100865245000009 48.988717865950008 0.39614083410000006 0.30560462260000004 0.3972336157500001 0.42314601355000009 41.468518788800004 41.24714903835001 0.32272985840000007 0.34193587020000005 35.461062230100005 0.31123319660000009 0.45462710695000008 0.4622167001000001 0.34392682850000006 0.34427112960000006 40.259171735100004 0.3447651268000001 0.47814436690000012 0.34554354660000003 0.3465914194000001 40.496232821400007 40.08085804200001 39.749124837650008 0.39135055835000004 0.35759408400000009 0.36000419150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -2 9 10 14 -10 13 -13 -9 -15 -17 -14 -19 20 -20 -22 -23 -24 -21 26 28 -28 -25 -30
right_child=7 -3 -4 -5 -6 -7 -8 8 11 -11 -12 12 17 15 -16 16 -18 18 19 24 21 22 23 25 -26 -27 27 -29 29 -31
leaf_value=-0.08959823474621377 0.033807996769697486 -0.052963091936799135 -0.10389075980400024 0.092721192442949463 0.049631396815144453 -0.19595640302827499 0.050727554506048024 -0.0088126891098539734 0.020532833075631415 -0.1484955092819982 0.090878698151493187 0.02557529364237026 0.015835663243830983 -0.022479824679805156 -0.097442569575853483 -0.0227259880991659 -0.11794326003409983 -0.02827930225200596 -0.068358823964753901 0.040292053333803916 -0.099764158471351352 0.062907494101085717 -0.12376131923923869 -0.065395729924475135 0.00039096936586324055 -0.070886504564039401 0.053328669693001818 -0.0064877914699008089 0.088054330840388384 -0.0036582603523141891
leaf_weight=0.24995316116110211 1.8618858882109623 1.1200926874589638 0.55564243718981732 0.759828820824623 0.72017386555671681 0.29811073839664448 0.85087394609581679 0.33165447460487374 3.8437797673977903 0.40522165046422731 0.50228822231292725 0.82702859304845278 4.7175054326653472 0.81774634169414673 0.40757463547015504 0.76297089178115107 0.71904645155882463 1.986825831234454 2.5448560062795869 6.8724879414276066 1.4683320059139067 5.7586766257882109 1.3083055019378651 1.4861504286527623 141.75807402215196 2.0292048286182753 4.7775810882449132 4.1973882304346262 1.3805232644081105 47.985858379946194
leaf_count=82 12 29 9 2 2 2 20 10 33 32 2 14 24 13 40 13 29 13 16 55 47 26 10 13 1540 30 22 46 8 706
internal_value=0.000411438 -0.0106492 0.00315032 0.0238095 -0.000899472 -0.0269128 0.0188653 0.000622443 0.000361613 -0.0347136 0.00242398 0.000607146 0.000276159 -0.0317825 -0.0576789 -0.0524092 -0.0689236 0.000715288 0.000396213 0.00065335 -0.00257166 -0.000193277 0.00192795 -0.00363148 0.00223594 -0.00109066 0.00127665 0.0253539 -0.00297274 -0.00109353
internal_weight=243.306 4.55468 3.43458 2.87894 2.11911 1.39894 1.10083 238.751 236.889 1.64674 1.24152 235.242 231.399 3.12679 0.739229 2.29976 1.48202 228.272 223.554 221.567 72.9369 70.392 68.9237 63.165 148.631 61.8567 59.8275 8.97497 50.8525 49.3664
internal_count=2900 146 117 108 106 104 102 2754 2742 84 52 2658 2625 69 50 55 42 2556 2532 2519 924 908 861 835 1595 825 795 68 727 714
is_linear=0
shrinkage=0.087056


Tree=723
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 0 1 2 0 0 0 0 0 2 1 1 2 2 2 0 2 2 0 2 1 0 2 0
split_gain=0.08183 0.62731 0.485499 0.29 2.23904 0.414892 1.34136 0.789926 0.692129 0.818278 0.340333 0.751942 0.279867 0.248484 0.21989 0.319135 0.643259 0.502889 0.161804 0.738415 0.489645 0.33556 0.502876 0.296213 0.735572 1.25379 1.73507 0.72855 0.709793 0.484201
threshold=36.514114975300011 37.020641110850008 36.372781240150012 35.97706729810001 0.50749977545000013 0.49850303880000008 0.36597706655000006 0.50482021495000018 0.34392682850000006 35.131296350900008 0.50749977545000013 0.51243974730000008 0.51484985480000012 0.50449088350000015 0.53781323915000012 34.394321486900004 0.43166372265000008 0.43625939340000008 39.420767558750008 39.268993001500007 39.788107623550012 0.50482021495000018 39.646013290900008 39.039757512550004 0.50579323975000012 38.703421923500009 0.38780276035000005 0.47778509625000004 38.441102963850007 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 5 -5 8 -7 -8 -1 -10 -9 -12 -13 -2 -14 16 -16 -18 19 23 21 -20 -23 24 27 26 -26 -3 -28 -25
right_child=1 18 -4 4 -6 6 7 10 9 -11 11 12 14 -15 15 -17 17 -19 20 -21 -22 22 -24 29 25 -27 28 -29 -30 -31
leaf_value=0.022546351706506349 -0.010919201785458436 -0.0030901194137553656 0.055317001664025048 -0.14776601897657551 0.03812820166837394 0.089367198644612761 -0.11188806987768932 0.094751941411303858 -0.10471181196895087 0.0064728127288073995 -0.11218300443655628 0.094547420154417361 -0.017510973529732056 -0.053684619429952299 -0.11279182787134097 0.068875676224676538 0.084935984810310824 -0.091938660370392014 -0.03598375384351233 0.043817224984574465 0.00072293354107696279 -0.029348187206229628 0.019251185075082482 -0.041033049483296266 -0.10352164263503828 0.033968889698819255 0.0031055076134171157 0.043906513087205834 -0.055743446526415739 0.011760345934242007
leaf_weight=2.0052317842491849 2.0187921032338627 4.5226961738153495 1.4655460878784659 0.79107258690055582 1.4424658162970443 1.6941941939294336 0.46908094245009113 0.33933445811271656 1.0702020495664331 1.0187700018286703 0.40784405171871174 0.31784158945083651 1.5259656663401986 2.2825864509577514 0.30627081760030683 0.82864238783486144 0.52088595659006387 0.16750666790539981 4.8371438720496354 3.6634250916540614 174.83440756315849 3.3939323844442697 3.3220152722205967 3.0047699287533751 1.6987882293760801 4.6299469810910514 9.2230901142038402 6.1208905801177025 1.9593509074220481 2.5175180324804387
leaf_count=57 14 47 12 11 37 11 6 2 36 10 5 2 30 46 16 43 9 121 31 24 1964 28 25 17 12 41 149 37 26 31
internal_value=0.00038562 -2.39562e-05 0.00688456 0.0013845 -0.0277116 0.00747416 0.0212876 -0.0023314 -0.0147178 -0.0504882 0.00931055 0.00219557 0.0149164 -0.0336133 0.00735949 0.0281741 -0.00573382 0.0418971 0.00062183 0.00595704 -0.000447015 -0.018152 -0.00530871 0.00183857 0.00552679 -0.005663 -0.019908 0.0239366 -0.00720581 -0.0169654
internal_weight=242.4 228.029 14.3709 12.9053 2.23354 10.6718 6.57757 4.88337 4.0942 2.08897 4.41429 4.07496 3.66711 4.30138 3.34927 1.82331 0.994663 0.688393 223.728 37.3405 186.387 11.5531 6.71595 33.6771 28.1548 17.5112 12.8812 10.6436 11.1824 5.52229
internal_count=2900 2492 408 396 48 348 245 234 103 46 228 226 221 60 219 189 146 130 2432 384 2048 84 53 360 312 228 187 84 175 48
is_linear=0
shrinkage=0.0887971


Tree=724
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 0 1 2 1 2 2 0 1 1 1 1 1 1 0 1 1 0 2 1 2 1 0 1
split_gain=0.539936 2.50918 1.97339 2.64756 0.978884 1.04343 0.978283 1.68189 0.912625 0.909121 2.14954 1.17015 1.04548 0.798971 1.46753 0.869445 0.989534 1.20063 0.792211 1.61196 1.16138 1.05191 1.79046 2.58061 0.79449 0.73199 0.767419 1.34922 1.60499 0.840027
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.50449088350000015 0.36543816055000006 0.48607826115000008 0.37668033890000002 0.49678153350000009 0.36597706655000006 41.919251152600005 0.36000419150000007 43.124157941850008 42.564639561200003 0.51700547890000015 0.38042274180000007 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.39971857130000005 0.39584144190000009 0.53484925600000011 0.40621538280000008 0.41753240920000007 0.53321756835000012 38.115457128050004 0.41808628485000005 40.823855932350007 0.42194844465000009 0.54017843775000018 0.4274273225500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 -1 -2 -8 -6 10 -7 12 -11 -4 -15 -16 -17 -18 19 -19 24 -20 23 -23 -21 -24 29 -28 -29 -27
right_child=2 -3 13 -5 8 9 7 -9 -10 11 -12 -13 -14 14 15 16 17 18 21 20 -22 22 25 -25 -26 26 27 28 -30 -31
leaf_value=7.7080812768372869e-05 0.0011325908361025543 0.0013787880249413185 0.00075877309534827704 -0.0020980690635807623 0.00014087699637866006 0.0014086175784519808 -0.0025261197634917016 0.00074266733233531554 -0.0015835925280355311 0.00028741187129529297 -8.2491880849764243e-05 0.00076078506800932163 -0.0010807866340678993 -0.0021678322602145007 0.0014598805528271532 -0.0013263467517751495 0.0010018683202655111 2.0100334457602924e-05 0.00086750077837392781 -0.00030881663752580142 -0.000134274417454196 0.00053796869640814339 0.0013052075892544563 -0.0024655360008868483 -0.0022893348696091031 -0.00069203153773395693 0.001157646959167804 -0.0023985619523625014 0.00019208531267435211 7.1972092835749228e-05
leaf_weight=111.37120916712956 2.0154622197151166 6.5276571139693251 6.3327091224491587 3.8504621503525414 2.3049722909927359 9.3937637135386485 1.0902071561431514 1.3602754299063233 2.417254091007635 4.7621760442852956 6.1506554111838332 6.715065572410821 3.9103555418550968 1.1424641832709301 1.6938742753118265 1.9885127409361292 5.0635483562946311 19.167931632255208 6.6637111012823871 1.0573934093117703 2.8727908080909401 1.9581026430241752 1.9862517094006751 2.5091980942816008 2.9549906514585018 8.0634892540983873 5.6135726291686288 0.94510943694331118 33.828130319019692 17.631292318696069
leaf_count=911 10 34 37 58 11 51 29 24 33 18 30 31 22 16 12 17 21 162 47 21 25 27 10 56 58 58 35 47 509 480
internal_value=0.000110542 0.000189235 1.74411e-05 -0.000906594 0.000136421 0.000165566 0.000120676 -0.000711599 -0.000741859 0.000484159 0.000818612 0.000146298 -0.000329495 8.07033e-05 4.34095e-05 6.55701e-05 4.45398e-05 6.9251e-05 2.43839e-05 -0.000272212 -0.00108599 0.000121951 5.34588e-05 -0.00114904 -0.0017674 0.000132379 9.71268e-05 0.000265669 0.000121674 -0.000167786
internal_weight=283.343 153.553 129.789 8.31641 147.025 142.303 4.46594 2.45048 4.72223 30.932 15.5444 15.3876 8.67253 121.473 115.14 113.998 112.304 110.316 105.252 26.0531 6.88517 79.1989 72.5351 4.4673 4.01238 68.0678 66.0816 40.3868 34.7732 25.6948
internal_count=2900 1141 1759 121 1107 1063 63 53 44 152 81 71 40 1638 1601 1585 1573 1556 1535 266 104 1269 1222 83 79 1139 1129 591 556 538
is_linear=0
shrinkage=0.00196078


Tree=725
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 1 1 0 0 2 0 0 0 2 1 0 1 2 0 0 2 0 2 0 0 0 2 2 2 2
split_gain=0.080412 0.376557 0.0831054 0.841089 1.36523 0.511756 1.14646 1.04867 1.87265 0.62411 0.604795 0.530942 1.29678 0.512234 0.457062 0.551632 0.509829 0.450853 1.11086 0.769291 0.974305 0.741337 1.25031 0.989201 0.984107 1.12767 0.441477 0.470901 0.434263 1.1079
threshold=0.30949672165000003 0.37331217625000007 0.35877668335000007 0.49588335680000006 42.686561923500008 0.36730936200000003 0.37138109635000011 0.51243974730000008 0.5025747732000001 37.962710038050005 0.50109278165000015 0.51700547890000015 0.51929582950000019 42.622319549950006 0.38906020780000011 0.52215502530000013 0.38733870245000007 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.52428071015000011 39.134693790050008 0.53136133645000017 0.52646627350000019 0.52803808270000008 42.131954243650007 35.97706729810001 39.468990633150007 39.134693790050008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 28 -5 10 -7 8 9 -8 26 -9 -13 -10 16 -16 -14 18 -17 -20 -21 22 -19 24 -23 -26 27 -4 29 -2
right_child=2 -3 5 4 -6 6 7 11 13 -11 -12 12 14 -15 15 17 -18 21 19 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.029097404324576439 0.005611299263160366 -0.091000501049528171 0.011927399898544125 0.071512816573417196 -0.0078376353468400627 0.039644409718688413 0.057715617468978075 0.027586367537291313 -0.10704330081645499 -0.020298746527959766 -0.050062617061382486 -0.086590460807753816 -0.0036487646816727014 -0.035826800449122016 -0.042491731558068145 -0.11865747550409565 0.041441206212252259 -0.015996496238647663 0.10537791295981408 0.027171472510927903 -0.07348742856613058 -0.10378998739775755 0.059279613198998368 0.002351689477843393 0.023102041690828311 -0.050085027336145872 0.023362329269338223 -0.034837686511658403 -0.0016653181523011052 0.082481924972382714
leaf_weight=0.4220004640519609 11.02872377920721 0.3725206079398049 2.5498657617717964 3.3398370072245589 3.2348410412669182 5.5011034112540065 1.342462710803374 5.414110376732423 2.0932847834192221 1.8455676887533625 3.222849527723155 1.3058715858496714 3.4585220098961136 1.2066532899334559 2.3648652008414492 0.81980790151283045 4.2186317704617977 2.8123226766474536 0.4148913919925693 1.5130844444809102 1.4059136036080415 1.1799587145433168 4.125125750186271 68.44242777923364 2.8886888436536537 3.5642746607409208 2.7014332809485495 4.5326886418042704 93.480423844914185 1.6311037382110942
leaf_count=11 171 104 25 22 21 45 9 37 37 44 32 17 37 31 20 25 20 18 1 168 90 43 33 1025 37 67 31 34 635 10
internal_value=0.000437986 -0.0272119 0.0005289 0.00225556 0.0324712 -0.000980668 0.000856605 -0.00107586 -0.0350317 0.0125527 -0.0173545 0.00104391 -0.0004148 -0.0810023 0.000742859 -0.00100516 0.0211284 0.000120386 -0.0278692 -0.00554423 -0.0213101 0.0015209 0.028764 -0.000963449 -0.0306894 -0.0173226 -0.00658048 -0.0180013 0.000383901 0.0155154
internal_weight=242.434 0.794521 241.639 112.715 6.57468 128.924 115.918 110.416 6.48797 3.18803 13.0068 103.928 98.5144 3.29994 97.2085 89.5314 7.67715 87.1665 4.1537 3.33389 2.919 83.0128 6.93745 76.0753 7.63292 6.45296 9.78399 7.08255 106.14 12.6598
internal_count=2900 115 2785 859 43 1926 1804 1759 121 53 122 1638 1601 68 1584 1527 57 1507 284 259 258 1223 51 1172 147 104 90 59 816 181
is_linear=0
shrinkage=0.087056


Tree=726
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 0 1 0 1 1 0 2 0 0 2 2 2 0 0 1 1 2 2 1 0 2 2 1 2
split_gain=0.0791584 0.413126 0.399439 0.241285 0.223756 1.1088 0.660619 0.775322 0.642993 0.53052 0.427809 0.706054 0.795651 0.317536 0.353965 0.187064 0.175841 0.166431 0.802584 0.880338 1.11352 0.855384 0.384598 0.1739 0.870602 0.770491 0.556042 0.32707 0.194648 0.162462
threshold=36.514114975300011 37.020641110850008 36.372781240150012 0.50449088350000015 0.36543816055000006 0.36927038110000004 0.49320379630000005 0.33960061075000009 0.48759019190000008 0.37138109635000011 0.37982395740000008 0.52161611930000007 34.997818021800008 0.53781323915000012 0.54384599265000022 35.131296350900008 34.176526048000007 37.858673296900008 0.52324780695000006 0.54384599265000022 0.40621538280000008 0.45280081435000008 38.052786106700005 38.592454371550012 0.36000419150000007 0.54017843775000018 38.771633980050005 38.994321257850011 0.42274183410000005 39.268993001500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -6 7 15 -9 -7 -11 -12 13 -13 -15 16 -1 18 -3 -20 -21 -22 -19 24 -24 -26 -25 -28 -27 -29
right_child=1 17 -4 -5 5 9 -8 8 -10 10 11 12 -14 14 -16 -17 -18 22 19 20 21 -23 23 26 25 28 27 29 -30 -31
leaf_value=0.0030901947150453893 -0.0056244140468130355 0.038216725355180656 0.055445520094853845 -0.050298646294121313 -0.081391299505125692 0.10099464805664446 0.050113059327327743 -0.021123807726426989 -0.20021174808963993 -0.076085227685818824 0.049027999718655547 -0.10666357875548413 -0.10253593925940259 0.057558382627042971 -0.040742557595149963 -0.012337494836342697 0.089532412236363074 -0.040865026381388232 -0.077958285602507338 0.11180034329856389 -0.11233926666037494 0.0324997102423496 0.058805863681758469 -0.043149587310643132 -0.039033731798064783 0.054248438803833246 0.024356639135265673 -0.015079740802379435 0.0069372664875084946 0.00033112071579866038
leaf_weight=0.39995175709190911 2.0592097699554861 4.9297917549265531 1.3805040267288866 2.2427467056222667 1.4812851101160047 0.51792973279952992 2.6290584951639175 0.40506518585061702 0.31760558485984802 0.56950621027499426 2.215181763167493 0.17805317812599275 0.78585068673010017 1.026928663253784 0.47605667933680695 0.98405631282366812 0.43758699484169483 2.0205234959776126 1.4231491819955411 0.7352518439292911 0.638096500537358 0.83699016961691086 2.6330893205013108 2.6324182255193582 3.1127885963069275 1.3414271629881116 4.9530218199506626 6.2753822281702005 1.8196723961082168 189.57949075894976
leaf_count=38 14 40 12 46 12 3 14 43 3 6 24 4 65 6 161 12 5 24 20 2 25 33 18 24 32 7 36 60 39 2072
internal_value=0.000430327 9.42445e-06 0.00735867 -0.0289145 0.0020155 -0.00866634 0.0169869 -0.0172433 -0.0998309 0.0100053 0.00103165 0.0104118 -0.0242642 0.0123262 0.0264225 0.0155212 0.0482535 0.000567577 0.0134498 -0.0201531 0.0170653 -0.0301551 5.29755e-05 0.000442318 0.0133301 -0.00575558 -0.000121934 0.000442122 0.027014 -0.000162658
internal_weight=241.038 227.233 13.8046 4.30196 12.4241 7.25079 5.17332 2.54427 0.722671 5.76951 5.25158 4.68207 2.46689 1.68104 1.50299 1.8216 0.837539 222.931 8.56328 3.63349 2.21034 1.47509 214.368 212.347 8.90698 6.27389 203.44 200.808 3.1611 195.855
internal_count=2900 2492 408 60 396 281 115 101 46 269 266 260 236 171 167 55 43 2432 120 80 60 58 2312 2288 96 78 2192 2168 46 2132
is_linear=0
shrinkage=0.0942322


Tree=727
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 0 2 2 1 0 2 2 2 2 0 0 1 2 0 2 0 1 0 1 2 0 0 1 1 2
split_gain=0.0749882 0.50959 0.247083 0.308573 0.136367 0.153593 0.131173 0.0888187 0.0757158 0.887691 0.409854 0.322877 0.596903 0.54132 0.556841 0.143238 0.77516 0.272447 0.184013 0.474189 0.259096 0.603786 0.632993 0.261451 0.459241 0.32381 2.17308 0.719544 0.735165 1.61179
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 0.4019490434500001 0.56793209785000009 32.785955158400007 30.509590007400003 0.34193587020000005 0.4447920721000001 37.572218886150004 41.902916368500009 39.468990633150007 48.315732392000008 0.37331217625000007 0.4622167001000001 0.34427112960000006 48.008184682100008 0.47512050540000011 42.072181850200003 0.47670728420000003 0.3447651268000001 0.4755546241000001 0.3447651268000001 41.134354310300004 0.48140774230000011 0.48181192180000004 0.34491482290000003 0.3453339720000001 40.982542372850013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -3 -6 -7 -1 9 11 -11 12 -4 14 -13 16 -10 -18 19 -17 21 -20 -23 24 -22 27 -27 -25 -29 -30
right_child=2 4 8 -5 5 6 -8 -9 15 10 -12 13 -14 -15 -16 18 17 -19 20 -21 23 22 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.019926087698253228 -0.0038817564062620462 0.092130775565876913 -0.02750482497608036 0.053600239231462961 -0.092345337974149413 -0.088006720161745919 0.087555415369045417 -0.074398654753225893 0.07664318763931674 -0.017226535927622508 -0.09732030768436746 0.026304200021031735 0.046508743012748169 0.0031971718755234723 -0.094246574441560482 -0.0055921108276798491 -0.093356596898501204 -0.0021007071109719758 0.0056610775990025043 0.036404877826734162 -0.033491261334386575 -0.0021854682400436975 -0.10793535310123109 0.038656094130843206 0.0084904143746678522 -0.10131265537208081 0.00048908028781250313 -0.012605927693008046 -0.031642963656422038 0.023044704081880446
leaf_weight=0.34658394023972394 1.3600424710443797 0.27475371956825245 1.1970175494207054 1.4757533718398006 0.084412264368438628 0.041332699596068778 0.14683576890365657 0.65667625376772776 0.40907114744186301 0.89601448923349281 1.0535333440930115 0.41976748965680577 2.6629287754185498 6.5880137113854289 0.94222707770677516 4.4732761587947589 0.75352134909917345 0.36954636871814728 2.6128451675176612 3.7420798228122294 4.4221441857516757 0.77675601467490174 0.95812225248664618 5.0903839766979209 3.5682267397642136 1.6057344004511822 153.77896925549067 13.500989922787992 5.069387104362252 21.020844771061093
leaf_count=34 36 2 27 36 20 86 6 32 2 7 47 11 30 37 117 26 63 2 12 28 25 9 39 24 17 13 1863 89 37 123
internal_value=0.000364113 -0.0187186 0.000488049 0.026032 0.0488493 0.00522279 0.0489918 -0.0555807 0.000180996 -0.00608574 -0.0605091 0.00289829 0.0235562 -0.00713169 -0.0570928 0.000569141 -0.0259572 -0.0633288 0.000753358 0.0135374 0.000258897 -0.0207744 -0.060588 0.000698426 -0.0147437 0.00131516 -0.000562932 0.00784642 0.00388511 0.0124188
internal_weight=240.298 1.55059 238.747 2.8358 0.547334 0.272581 0.188168 1.00326 235.911 13.7595 1.94955 11.81 3.85995 7.95001 1.36199 222.152 1.53214 1.12307 220.62 8.21536 212.404 4.34772 1.73488 208.057 7.99037 200.066 155.385 44.6816 39.5912 26.0902
internal_count=2900 180 2720 72 114 112 92 66 2648 276 54 222 57 165 128 2372 67 65 2305 54 2251 60 48 2191 42 2149 1876 273 249 160
is_linear=0
shrinkage=0.087056


Tree=728
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 0 2 2 1 1 0 0 2 0 2 2 0 0 2 0 2 1 1 1 0 0 1 1 0
split_gain=0.0838306 1.29126 0.606856 0.519427 0.683809 0.582176 0.873608 0.470006 0.818232 0.378408 0.533691 1.15568 1.29674 2.26535 0.785192 0.697701 0.956596 0.944833 0.684174 0.450552 0.708727 1.63782 1.20007 1.19204 1.23184 1.6824 1.41379 1.14125 0.942529 0.850407
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.532441862050007 0.34479506600000004 41.322103772800006 0.48607826115000008 41.621607100200002 41.678468725050003 0.40621538280000008 0.4274273225500001 0.54384599265000022 0.55671985870000007 38.994321257850011 0.55980359870000018 40.036761086100007 39.56957118270001 0.54095685760000012 0.56276758185000009 40.922041107600009 0.48181192180000004 40.580626202750004 0.36000419150000007 0.34554354660000003 0.34479506600000004 0.47814436690000012 0.47943175355000006 0.35319301815000009 0.36501901140000009 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -2 -6 -7 -5 -9 19 15 -12 13 -13 -14 16 17 -11 -16 20 21 23 -22 24 25 -1 -26 -25 -24 -29
right_child=3 -3 -4 7 5 6 -8 8 -10 10 11 12 14 -15 18 -17 -18 -19 -20 -21 22 -23 28 27 26 -27 -28 29 -30 -31
leaf_value=0.0045798502211365742 0.028572425112479177 0.04544685506225711 -0.034953361434130421 0.030042691475729022 -0.0012985410486950786 -0.077250721694577348 -0.011960483427790405 -0.070667927263703023 0.00038638557987776196 0.014276146675800476 0.067691970382714781 0.020240108475672598 0.060256271504442446 -0.14990681820064686 -0.071222439793068443 -0.056824747222676192 0.033660631633198573 -0.066499631392289357 0.0041985004899007389 0.042081246335291728 0.038725680317265074 -0.074547589755350488 -0.039751651296692975 -0.13074977394115814 0.0012093381994445129 -0.084149576246290103 0.08232811914169115 0.05197561708746451 0.007196841781286681 -0.077765993118027246
leaf_weight=9.9989540129900067 2.0540115647017947 5.1703838807152342 3.7762348191827178 4.1368190310950004 4.1131433629743679 3.1758604198694229 3.2898004034086625 1.2929193919553643 109.93661443705332 1.9783335029642346 1.8902847780846084 1.2350286967848654 1.7842573643429194 1.2329690204933283 1.0570803903974582 3.3319635922089219 2.7483707251958549 2.7002718342555454 9.2223465961377524 2.4375400356948367 8.9947274848818761 2.6848163900431237 3.7184411709895349 1.0166239760874298 3.8684620663025262 2.0264525525271884 3.0140424072742462 0.82892523553437036 36.158279764989857 0.7668919563293457
leaf_count=131 12 33 34 33 28 22 37 22 1419 19 11 25 18 16 11 29 14 42 422 13 58 22 24 16 34 13 13 33 288 8
internal_value=0.000332719 0.00211104 6.59699e-06 -0.00121834 -0.0183125 -0.0274158 -0.0440303 0.000653494 -0.000439542 0.00129212 -0.00769222 0.00237905 -0.00611687 -0.0647624 0.00588086 -0.0230646 -0.00791873 -0.0323438 -0.00355738 0.00452599 0.0032733 -0.00915246 0.00942755 -0.000993955 0.00677427 -0.0103723 0.0367335 -0.0572176 0.00281897 -0.0103735
internal_weight=239.641 111.642 106.471 127.999 12.6328 10.5788 6.46566 115.366 111.23 102.695 27.1809 16.422 14.5317 2.468 12.0637 10.7589 7.42698 4.67861 10.2794 75.5142 73.0766 24.2052 48.8714 21.5204 18.9079 12.0254 6.8825 2.61244 39.8767 1.59582
internal_count=2900 1327 1294 1573 99 87 59 1474 1441 1260 607 503 492 41 451 104 75 61 433 653 640 270 370 248 191 144 47 57 312 41
is_linear=0
shrinkage=0.0887971


Tree=729
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 0 0 0 1 1 0 1 1 1 1 0 2 2 0 0 1 1 2 0 0 2 2 1 1 2
split_gain=0.2207 0.49514 0.439721 0.659891 0.822955 0.468042 0.337727 0.589172 0.204922 1.75055 0.832033 0.62599 2.75605 1.12684 2.64253 2.59956 0.973315 1.00462 0.809704 1.10326 1.23355 1.01652 0.770529 1.21294 1.50385 0.626518 0.654091 1.9829 0.513214 0.692505
threshold=49.275256100300005 0.39672464895000009 0.5810754169000002 0.49901200560000009 0.50525433370000017 0.57811143375000007 0.47648274005000008 0.55671985870000007 0.39167988980000007 0.39388042275000007 0.52366695610000014 0.39971857130000005 0.39584144190000009 0.40621538280000008 0.41753240920000007 0.53321756835000012 36.921550069850007 43.633733172900008 0.54511840960000013 0.54317236010000014 0.41865513010000005 0.42440346100000009 38.386256906100009 0.55892039160000018 0.56369569775000017 38.771633980050005 39.995120105550008 0.43590012275000006 0.49091344570000006 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=8 -2 5 -4 -5 6 -3 -8 -1 -10 -11 12 -12 -13 15 -15 -14 -18 19 20 -16 -22 23 -20 -25 -24 27 -27 29 -26
right_child=1 2 3 4 -6 -7 7 -9 9 10 11 13 16 14 18 -17 17 -19 22 -21 21 -23 25 24 28 26 -28 -29 -30 -31
leaf_value=0.00015367724004958748 -0.0023118492492714771 0.0005527699044055776 -0.0022481842163514188 0.00099593927080706963 -0.002026062477104722 0.0011469206696065146 -0.0021225103894644405 0.00028654647693709338 -0.002138051284983108 -0.0011915343272426667 0.00073112056863769599 0.00092850350761414105 0.00048495017592395975 0.0004990927511564732 0.0011100755851269661 -0.0024538460895161427 -0.0022833031396909224 -0.00049405740072295699 -0.0025468702949688719 0.0011428640221257263 -0.00099809786901890489 0.00043060881158264979 0.0010811922462727651 0.0013957864205010597 0.00069280143268465844 -0.0026126446051214012 0.00018480511703269112 4.7039778206517803e-05 0.00084739513093781856 -0.0022545404801953195
leaf_weight=174.02450843293627 0.39964102581143279 1.2034353632479908 0.7606824818067256 0.96770260017365195 0.50771296909078956 1.4453156813979147 0.68956592572794739 0.82277486752718687 1.3417393594281737 1.8808199923660129 4.8981736432760936 6.4706368776969603 1.0211952514946459 1.7967778532765795 3.4285087287426013 2.8476828398997895 2.9483595723286271 1.911424661055207 1.0134449109900732 6.8778425818309179 3.6918784826993942 3.6694067898206413 2.4598670581908655 1.3886308791697959 0.37558528165027416 1.2884591203182925 36.208265265609953 5.2836243484998704 0.37975868255398371 1.3661006677102703
leaf_count=1347 6 6 39 9 58 10 66 25 51 65 33 38 13 25 13 54 60 20 34 29 26 28 25 13 46 20 458 76 113 94
internal_value=0.000106087 -0.000235979 -0.000106297 -0.000793811 -4.39776e-05 0.000263161 -0.000207169 -0.000811886 0.000114809 4.17225e-05 7.37892e-05 0.000100432 -0.000333975 0.000160046 9.10578e-05 -0.00131146 -0.00122108 -0.00157957 0.000187659 0.000541191 0.000157661 -0.000285925 6.2144e-05 -0.000694326 -0.000159451 0.000137783 8.35367e-05 -0.000474392 -0.00117746 -0.00161896
internal_weight=273.37 6.79683 6.39719 2.2361 1.47542 4.16109 2.71578 1.51234 266.573 92.5482 91.2064 89.3256 10.7792 78.5465 72.0758 4.64446 5.88098 4.85978 67.4314 17.6676 10.7898 7.36129 49.7637 4.52352 3.51008 45.2402 42.7803 6.57208 2.12144 1.74169
internal_count=2900 219 213 106 67 107 97 91 2681 1334 1283 1218 126 1092 1054 79 93 80 975 96 67 54 879 300 266 579 554 96 253 140
is_linear=0
shrinkage=0.00192234


Tree=730
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 1 0 0 2 1 2 2 0 0 2 0 0 2 2 0 1 0 0 1 1 1 0 0 2 2
split_gain=0.304971 1.89487 1.89469 2.10803 0.862884 0.996435 0.78332 1.08308 1.00237 1.56122 0.877751 1.19545 0.747031 0.736984 0.71179 1.08423 1.60316 1.19482 0.926049 0.697455 0.659963 1.21491 1.51326 2.54876 1.65774 2.36483 1.46199 1.38847 1.29035 1.17216
threshold=0.37138109635000011 0.36927038110000004 0.37482410710000008 39.852039223600009 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 41.495754733000005 0.36000419150000007 43.124157941850008 42.564639561200003 0.48181192180000004 0.48140774230000011 38.703421923500009 0.56369569775000017 0.54017843775000018 37.272044000450002 38.938637541200009 0.52772372085000019 0.38398550940000004 0.52104727400000017 0.52428071015000011 0.39971857130000005 0.40367054880000008 0.41640968835000008 0.52877159370000015 0.53321756835000012 41.289992964000007 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -6 7 12 9 -8 11 -10 13 -1 15 16 17 -4 -16 -19 -20 28 -23 29 -25 26 -26 -27 -22 -24
right_child=2 -3 14 -5 5 -7 8 -9 10 -11 -12 -13 -14 -15 18 -17 -18 19 20 -21 21 22 23 24 25 27 -28 -29 -30 -31
leaf_value=7.8474381620623009e-05 0.00016505974252993685 0.0012707804480240781 1.093251549538715e-05 -0.0026095405975956765 0.00019752832100527982 -0.0016446661728548118 0.0012964464860887189 -0.00090283772908910319 0.00023298638366877551 -2.5626018079819659e-06 0.00068565183420388155 -0.0011299477531055463 0.00056753094429432883 -0.0010882692069830115 0.0011228965273453937 -0.0015600983478978097 0.00063855335451032163 -0.0017946744518838142 0.00068086214843433076 -0.00039488138701838742 -0.00012609814778407886 0.00092839899275966569 -0.0011038584847966669 0.0012888489653810403 0.00026482374774437978 0.0020338159424912244 -0.0024717571959642641 0.00013891948585796773 -0.0026733117383578226 0.00036191189229778679
leaf_weight=87.11378031226559 2.0606780163943759 5.7892042994499198 7.365152986836625 2.1524290321394801 2.2738938108086577 2.2417475009569898 9.1716462634503824 4.2036669906228772 7.2075023651123065 5.8107630684971801 6.2504130415618411 3.7675866708159447 12.219617776572703 2.1324037015438071 3.6523725762381209 2.1384669708641004 7.3585496399027752 3.1778619645920116 7.4025857211090615 2.4035903811454773 1.9798963339999311 8.0058408280892746 9.6603991785086674 4.8390825632959595 1.1528120208531611 1.5252539909270115 2.1510559312300757 58.820675368067896 1.2456486668670548 2.6793349628569549
leaf_count=817 15 34 87 30 11 33 53 23 29 29 31 22 47 12 26 268 87 39 53 19 15 47 127 24 15 20 45 750 58 34
internal_value=0.000110345 0.000171125 4.09413e-05 -0.00125245 0.000126417 -0.000717012 0.00015404 7.24462e-05 0.000421739 0.00079264 9.91368e-05 -0.000234889 0.000112852 5.05968e-05 8.4341e-05 -0.000232103 -9.22433e-05 -0.000507611 0.000153217 -0.00119187 0.000117609 7.23179e-05 0.00011524 3.46987e-05 0.000182492 9.83794e-05 -0.00151689 0.000186813 -0.00110979 -0.000785595
internal_weight=277.954 148.182 129.772 4.21311 142.393 4.51564 137.877 105.669 32.2079 14.9824 17.2255 10.9751 101.466 89.2462 125.559 22.4436 20.3052 12.9466 103.115 5.58145 99.4626 92.06 88.8345 80.8286 68.4889 63.6498 3.30387 60.3459 3.22555 12.3397
internal_count=2900 1141 1759 45 1107 44 1063 899 164 82 82 51 876 829 1714 500 232 145 1214 58 1188 1135 1062 1015 854 830 60 770 73 161
is_linear=0
shrinkage=0.00196078


Tree=731
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 2 1 0 1 0 2 0 0 2 2 0 0 2 2 0 2 0 1 0 0 1 0 0
split_gain=0.282702 0.836139 0.852367 0.739887 0.655779 0.940962 0.602605 0.600087 0.622074 1.70395 1.28572 1.69984 1.27912 0.880543 0.968158 0.735581 1.07384 0.603463 0.587081 0.699742 0.581759 0.534718 0.53113 1.18422 1.00032 1.6973 0.523838 1.42577 0.66688 0.974651
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.532441862050007 41.134354310300004 41.21013581150001 41.621607100200002 41.028010303750008 0.39078171310000004 0.52772372085000019 0.39584144190000009 0.53592706805000012 40.036761086100007 0.54095685760000012 0.54317236010000014 40.823855932350007 40.660558922250004 0.52975958800000011 0.57600071855000012 37.572218886150004 41.726652433350004 0.56276758185000009 40.036761086100007 0.54585192060000021 0.43706775245000007 0.55154037305000014 0.48181192180000004 0.36000419150000007 0.47997065955000012 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 -6 -5 8 26 12 -11 17 -10 -13 -15 16 18 -12 19 21 -8 -16 23 -21 25 -25 28 -28 29 -1
right_child=1 2 3 6 5 -7 20 -9 9 10 11 13 -14 14 15 -17 -18 -19 -20 22 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=3.5504600891725996e-05 -0.00092553712271318102 0.0013604296355286269 -0.00081811571415527421 0.00077139938904974802 0.0013073386973299454 0.00015746815707076052 -0.00087612157515719791 -0.00060693752311957174 -0.0025039106212713658 0.0012354772519400847 -0.0004352806571321244 0.00075485530024237688 0.00041647185023238267 -0.0011545022636510944 -0.0023500941122911599 0.000926685060178558 -0.0022076758691046854 -0.0023447007560812492 -0.0012746206093303444 0.0014725640740096844 7.5590900149267895e-05 -0.00021288347150759786 -0.00041576927754745694 0.00031201546538067487 0.00056243082473522298 -0.0022748892298821233 0.0010079119290781842 0.00020545243966302502 -0.00068416990415877811 0.0012122681854980517
leaf_weight=21.790532784249088 3.2747775613170225 1.9609617927198986 3.6045345026068381 4.7050425363922832 4.6551280908170138 6.6372220896664658 2.5186840008245772 4.0246544066831111 1.7747837975912255 3.3597785886377087 1.0869936309754842 6.1818517353385678 0.85412788484245528 2.8096272000111666 0.72796259552707354 3.2689341121003954 0.8679793153933123 1.5350303545128552 1.2701749925945467 3.0833308398723629 126.20138239965308 1.179064968426246 3.9350270531140259 2.5940841659903509 6.7465811250731349 1.5624382216483352 11.217181360349057 35.306002915371209 3.9654213041067115 3.0897059738636008
leaf_count=237 22 11 33 33 22 44 33 34 54 16 14 30 10 18 38 27 20 29 296 11 1408 37 31 12 47 41 62 193 24 13
internal_value=0.000114594 5.37753e-05 7.6849e-05 5.84804e-05 0.000179394 0.000631488 8.2162e-05 0.000137627 0.000162978 -2.56964e-05 7.42971e-05 -3.15755e-05 -0.00155508 8.49856e-05 -6.26701e-05 5.88901e-05 -7.02496e-05 -0.00155313 1.76821e-05 0.000100465 5.69686e-05 -0.00102871 0.000220621 0.000399666 9.62575e-05 -0.000660403 0.000270215 0.000398933 6.26158e-05 0.000181639
internal_weight=275.789 142.265 138.991 137.03 133.524 11.2924 133.425 122.231 118.207 42.8378 40.2089 36.8491 2.62891 34.2271 28.0452 25.2356 21.9666 2.62202 21.0987 19.8285 128.72 1.90703 17.9215 13.9864 10.9031 4.15652 75.3688 46.5232 28.8457 24.8802
internal_count=2900 1540 1518 1507 1360 66 1474 1294 1260 731 667 651 64 608 578 560 533 43 513 217 1441 75 142 111 100 53 529 255 274 250
is_linear=0
shrinkage=0.00196078


Tree=732
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 1 1 0 2 0 2 0 0 1 1 0 1 0 2 0 1 1 2 2 1 2 1 2 2
split_gain=0.290506 1.17078 0.52786 0.629987 0.263085 0.44641 1.63488 0.612759 1.10681 0.908654 1.36485 0.657954 0.427252 0.39992 0.405451 0.61113 0.346385 0.287126 0.351049 0.27289 0.259714 1.4208 1.19572 1.02746 0.990741 1.98421 1.88771 1.34524 0.982966 0.715703
threshold=49.275256100300005 49.49736495185001 0.5810754169000002 0.49901200560000009 48.680511450650009 0.4622167001000001 0.34392682850000006 0.33672644530000007 0.4447920721000001 41.902916368500009 0.39614083410000006 39.468990633150007 0.42314601355000009 0.46768060835000008 0.34307356065000005 0.34392682850000006 0.51818807820000012 0.31123319660000009 0.37331217625000007 34.542090938800008 0.52428071015000011 0.39971857130000005 0.39584144190000009 36.82350895510001 41.395309858300003 0.38398550940000004 47.137898133050008 0.39388042275000007 43.633733172900008 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 9 11 17 12 19 -7 -15 -16 -6 18 -11 -1 -17 22 24 -24 27 -26 -27 -22 -25 -23
right_child=1 2 3 -5 16 13 -8 -9 -10 10 -12 -13 -14 14 15 20 -18 -19 -20 -21 21 29 23 28 25 26 -28 -29 -30 -31
leaf_value=0.00012866816382987027 -0.0027983116545119936 0.00042011644060788639 -0.0023035246509409413 -2.2207621919494744e-05 0.00075455664187637809 0.0011322039506115294 -0.0022850978529900322 0.0012846512214867655 -0.0019570499894024707 0.00055213979015601516 -0.0023762476296688281 0.0011400597319710425 0.00045703986307642344 -0.00063487844977254697 0.00104341530625948 0.0001848901515848731 -2.4187319908476602e-05 0.0012939242678684675 -0.002079030388331694 -0.0021857570175822134 -0.00047238617665634416 -0.0004831905140084803 0.00056349534091904366 -0.0023275350331683842 0.0011088499646457577 -0.00259780139675851 0.00039996747202483354 0.0012896317645506364 -0.00048423232323148343 0.00023620612422877604
leaf_weight=0.30661384871927877 0.64022616733563964 3.8648749403218972 0.71030517341569099 1.3497519845259374 5.8292199522256833 1.5656926271622058 1.3400624838250212 1.2825517458841194 1.1548640998080362 0.54886391106992982 1.2093540619825942 3.1634007329121232 1.2354059200733898 2.581582808867096 2.8846406862139693 149.67330910393503 3.5232739767525345 0.72946701943874359 0.30234287880011834 0.54227903881110251 3.348352941800842 5.8028734304275522 1.0481261108070601 2.7668425692245364 1.548013233579695 2.3127339296042924 1.2409368762746451 3.3152528963983059 1.8599444944411514 63.482389410775795
leaf_count=33 22 99 36 62 24 24 83 13 25 11 40 29 8 25 12 941 32 2 76 22 35 334 12 60 13 43 13 19 19 733
internal_value=0.000128081 -0.000279359 -7.17017e-06 -0.000808803 0.00013819 0.000126355 -0.000245852 1.50243e-05 -0.000162114 9.57829e-05 -0.000808372 0.000576492 -0.000278851 0.00014442 0.000138026 0.000146365 0.000461188 0.000391191 -0.000382434 -0.0013498 0.000135419 5.00389e-05 -0.000450189 -0.00118944 -9.36173e-05 -0.000743906 -0.00155098 0.000404247 -0.00158654 0.000175954
internal_weight=271.164 6.56516 5.92493 2.06006 264.598 255.246 11.8152 10.4751 9.19259 8.03773 2.79003 5.2477 2.0843 243.431 241.865 239.283 9.35249 1.58067 0.851207 0.848893 236.399 86.7255 17.4402 5.67491 11.7653 5.10168 3.55367 6.66361 4.62679 69.2853
internal_count=2900 219 197 98 2681 2625 342 259 246 221 129 92 63 2283 2259 2234 56 89 87 55 2222 1281 214 91 123 69 56 54 79 1067
is_linear=0
shrinkage=0.00196078


Tree=733
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 0 0 0 0 0 1 1 0 2 1 0 2 0 1 1 1 0 0 0 2 1 1 1 2 2
split_gain=0.281119 1.22717 0.864884 0.862719 0.727205 0.890577 0.899961 2.4147 1.23148 0.75074 1.06959 0.873581 0.723747 0.645581 1.15863 0.890855 0.828384 1.38832 1.13766 1.49787 0.924279 0.727476 0.674602 0.591983 0.502941 0.738129 0.407706 0.390502 0.378348 0.343879
threshold=41.24714903835001 41.134354310300004 0.41932876265000008 41.028010303750008 0.38906020780000011 0.52266399210000014 0.52366695610000014 0.52772372085000019 0.52803808270000008 0.53592706805000012 0.40621538280000008 0.39513787010000007 0.53029849405000007 38.238138001450004 0.43166372265000008 0.56369569775000017 38.994321257850011 0.56704889075000009 0.42067602765000006 0.42829556000000008 0.43887907550000005 0.57944372925000021 0.56055207925000017 0.6329151821500002 33.151194885250007 0.49091344570000006 0.42970270350000012 0.39024280710000009 41.348489042950007 41.43512228960001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 27 -7 -8 -9 11 -11 -10 -13 14 -12 -16 26 18 -18 -20 -19 -22 -21 -23 -17 -26 -15 -6 -2 -30
right_child=28 -3 3 -5 5 6 7 8 9 10 13 12 -14 16 15 24 17 20 19 22 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0020889732537125224 -0.00041956024312227234 0.0010560812259735647 0.00031532690825454806 -0.00074496316658113795 -0.0013213468761016651 0.00091520494282630886 -0.0023313730301637234 0.002118624187225443 0.00041252282936989477 0.0011325488461532609 -0.0022986783884880444 -0.00032357282703670838 -0.0023578854541318191 0.0011108857734523365 0.00091279222610605711 0.001079796595543505 0.00025435025280168364 0.0022579355567149679 -0.0022831964522514112 0.00021558136933505471 0.00072326386250502923 -0.0021768164762528911 -0.0011191656715645135 0.0014374623716924605 -0.0022979226870626667 0.00082667806977095666 0.00013841482834835411 -0.00022915132979394731 0.00061885854272625566 5.8945469755797431e-05
leaf_weight=0.66627215181506372 6.1776291882015348 5.8760070423595598 67.427139748659101 3.9973702633214989 2.5261051580309859 4.590851933695375 1.6401754142716516 1.1245452128350724 1.6015002131462086 3.6802711891941717 1.2160379040287832 1.2533962447196247 1.4504651033785192 4.1278052031993893 1.7650184803642335 0.35523278009259218 5.8306749900802997 1.2150984704494465 2.1520629562437517 3.3044568598270416 3.6588961608358659 0.67129214924352698 2.6023108060471714 0.2353029792138841 1.1505296913746859 0.38893246463703679 2.769629793088825 2.5082866673765238 4.3511096183792679 137.03224343194597
leaf_count=72 44 33 416 32 15 19 43 4 9 19 58 16 26 14 20 94 33 4 17 23 29 52 26 34 86 60 43 30 22 1507
internal_value=0.000113968 0.000180532 0.000139012 0.000151056 0.000181093 6.42636e-06 9.0749e-05 1.04459e-06 9.53787e-05 3.76741e-05 0.000132401 -0.000735116 -0.00141486 1.53387e-05 -0.000640499 -8.9524e-05 0.0001357 -6.93268e-05 -0.000405384 -0.000882711 0.000738146 0.000333657 -0.00037246 -0.00123875 -0.00102324 -0.00150852 0.000720395 -0.000777182 5.54229e-05 7.61769e-05
internal_weight=277.347 129.786 123.91 123.243 119.246 51.8189 46.7845 42.1936 40.5535 39.4289 35.1236 4.30536 2.70386 31.4433 4.87575 3.65971 26.5675 19.6701 13.8895 8.05883 5.78059 4.56549 5.90677 0.906595 1.89469 1.53946 6.89743 5.03439 147.561 141.383
internal_count=2900 1327 1294 1222 1190 774 729 710 667 663 612 51 42 593 318 260 275 218 99 66 119 115 49 86 240 146 57 45 1573 1529
is_linear=0
shrinkage=0.00196078


Tree=734
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 0 1 1 0 0 2 0 0 0 1 1 2 2 2 0 2 1 2 2 1 2 2 2
split_gain=0.426084 1.90071 0.81673 0.608128 0.725969 1.671 3.24715 1.5041 1.06366 3.05556 1.38619 1.23515 1.00822 0.909986 0.677367 0.746303 0.714114 0.922174 0.836323 1.17882 1.57287 0.755952 0.746505 0.706277 0.540509 0.80719 1.6856 1.1221 0.790072 0.72892
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.52511900840000014 0.39971857130000005 41.468518788800004 0.39584144190000009 0.53484925600000011 0.40621538280000008 0.41640968835000008 0.52877159370000015 0.53321756835000012 37.858673296900008 0.53839705400000015 0.54511840960000013 0.54422023290000021 0.4355408521000001 0.43672345135000007 39.995120105550008 38.592454371550012 38.441102963850007 0.55411514625000013 41.169697216150006 0.42440346100000009 40.79983011445001 41.134354310300004 0.34560342505000002 41.24714903835001 40.337496327150006 40.21994457600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 -2 -3 -4 5 6 -5 -7 -6 10 -10 -11 -8 -13 15 23 18 -18 19 20 -16 -19 -20 -15 28 26 -26 -27 29 -1
right_child=1 2 3 4 8 7 12 -9 9 11 -12 13 -14 14 16 -17 17 21 22 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00026740381981844765 -0.0021754720900214676 -0.0012193709579127485 0.0016587887039238645 0.0015393063943677655 0.00088143951324401101 -0.0024183062846153602 -9.0999701024399433e-06 -0.00023619920515748858 0.00025909671683612757 0.0019487729638748498 -0.0024721242766980144 -0.0016186373388912332 -0.0023754893303310361 -0.0001049772632580426 -0.0022259261781385786 0.0012330270398246055 0.0011220371861906438 -0.0014444470905099424 0.00049040842793627042 -0.0027208885548730211 0.0013760468422366473 0.00011165032327684499 -0.00072938920126954475 0.00092214950257712427 -0.0016317832782163564 0.0011957510853222977 0.00043108302394758612 8.4067220086964258e-05 0.00081144989063179 -0.00070492207487023867
leaf_weight=60.472156310708669 1.5082972322707053 1.9264323440875148 0.91791729546093748 3.4232966806739551 6.4926302378298706 2.3176961159333587 1.2603035215288403 2.5513762109912932 0.98800818994641249 1.4302056452725072 2.5803373582893983 1.1544121521292243 1.5356899648904798 7.5820497926324588 0.86241665354464059 3.9370022639632216 3.4270503150764844 1.2447383447433811 4.1904045324772596 1.277882559224963 1.0142371654510496 33.599982376797925 3.5742236220976338 3.8966668506618589 3.0774289593100539 3.6210391768254331 3.014805868268013 97.07470603157708 10.046540493844075 3.1170504763722411
leaf_count=439 56 75 17 17 44 43 19 31 15 19 56 17 26 41 53 16 19 11 21 21 3 848 39 20 24 19 16 795 59 21
internal_value=0.000115719 7.66929e-06 4.37808e-05 7.10429e-05 5.45452e-05 -0.000414625 0.000258875 -0.00127489 0.000121887 5.21937e-05 -0.0017159 0.000146092 -0.00130883 0.000106887 0.000137719 0.000496363 2.53251e-05 0.000151516 -0.000416974 -0.00126834 -0.000279241 5.60627e-05 -7.10904e-05 0.0002437 0.000171231 8.21122e-05 -0.000610952 0.000124044 0.000300472 0.000219742
internal_weight=273.117 92.6933 91.185 89.2585 88.3406 11.0884 6.21929 4.86907 77.2522 70.7596 3.56835 67.1913 2.79599 65.7611 64.6067 15.4157 49.1909 38.2718 10.9192 3.15454 1.87665 34.8447 7.76463 11.4787 180.424 106.788 6.09223 100.696 73.6357 63.5892
internal_count=2900 1527 1471 1396 1379 136 62 74 1243 1199 71 1128 45 1109 1092 77 1015 878 137 77 56 859 60 61 1373 854 40 814 519 460
is_linear=0
shrinkage=0.00196078


Tree=735
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 2 2 2 0 0 0 1 2 2 0 2 2 2 0 0 0 0 2 2 0 2 1 0
split_gain=0.325344 0.34579 0.522753 0.813034 0.880334 0.519674 0.283741 0.372984 0.379182 1.03176 0.599899 0.395542 0.34769 1.30638 0.992161 1.39839 0.803334 0.410898 0.32183 1.19031 1.89641 3.30356 2.45095 2.70004 1.04389 0.68899 1.02313 1.00041 0.632938 2.4141
threshold=49.275256100300005 49.842240509300005 51.779769178100004 0.58182389750000019 0.64899254515000016 0.61532588845000014 48.852845034800005 48.461603274950008 47.833738492450003 46.177190236600005 0.58859016195000013 0.48607826115000008 0.45612406815000006 0.32600820335000008 41.902916368500009 39.468990633150007 0.37331217625000007 34.542090938800008 43.19689381845 42.773538294100007 0.47997065955000012 0.48368312325000012 0.50356276755000018 0.51818807820000012 42.988308018450006 43.542456167850005 0.4755546241000001 43.740100730350001 0.34575312120000007 0.50356276755000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -4 7 8 9 12 11 -11 13 14 15 -1 -16 -15 19 -14 24 -22 -23 -24 -21 -20 -27 -28 -29 -30
right_child=1 2 5 4 -6 -7 -8 -9 -10 10 -12 -13 18 17 16 -17 -18 -19 25 20 21 22 23 -25 -26 26 27 28 29 -31
leaf_value=-0.0006453701966992768 -0.0010046351448179077 0.00091583884387670905 -0.0023823893907582139 -0.0025191295595462411 0.00080537510214882216 -7.2481979382502612e-06 0.00049954209131505508 -0.00056244892784136245 0.00070216036608670583 -0.0005165072419916081 -5.80330921477364e-05 -0.0021989398619228569 0.00015035195765377766 -0.00020750660709239715 0.00065038842710767758 0.0013371414037967996 -0.0021784284048459112 -0.0022600313877021295 0.00075466719747761303 -0.0032036870203325522 0.0015364392745512508 -0.0019580680205757675 0.0020124091258366924 -0.0011187840587436283 -0.00079075959479335762 0.0013988539468638762 -0.0010785027829548302 0.0006889249570645597 -0.0017205928884434177 0.00032905300604329688
leaf_weight=2.3245519967749697 1.9479717103531573 2.755968815996312 0.63416626266553044 0.66981592029333092 0.56416568753775209 0.80216358485631645 7.4218052453361443 3.1262797187082461 4.2155056726187459 0.88156907563097719 1.9549341482052112 1.3755392869934437 191.8386045441257 0.51538904914195871 0.59371739905327547 3.3238907498307526 1.1030012473638633 1.3765102337929418 9.7906630490178923 1.2671965705230825 3.3925173822790367 3.6456178054213524 1.8546114941127596 2.4674447605648311 1.5116066136397419 2.278822876513007 2.7945397676085149 6.3181151170283583 2.7179448825772843 11.805767378769813
leaf_count=47 44 29 81 19 29 17 45 22 33 16 37 46 1723 41 11 29 105 69 69 21 11 22 9 55 24 12 33 27 48 126
internal_value=0.000110362 -0.000295977 -4.15773e-05 0.000323572 -0.000999195 -0.00105592 0.000121465 0.000110774 0.000118889 0.000109252 -0.000853153 -0.00154182 0.000125407 -0.000247941 0.000126294 0.000521261 -0.00118857 -0.00170088 0.000139676 0.000109886 -0.000439161 -8.40014e-05 -0.000773961 0.000224823 -0.00189111 0.000311531 0.000144115 2.31438e-05 0.000170856 -5.45145e-05
internal_weight=277.27 7.37425 5.42628 3.98995 1.23398 1.43633 269.896 262.474 259.348 255.133 4.21204 2.25711 250.921 9.23706 7.34516 5.64844 1.69672 1.8919 241.683 205.978 14.139 11.3602 7.96767 4.32206 2.7788 35.7059 25.9152 23.6364 20.8418 14.5237
internal_count=2900 219 175 77 48 98 2681 2636 2614 2581 99 62 2482 302 192 76 116 110 2180 1865 142 97 86 64 45 315 246 234 201 174
is_linear=0
shrinkage=0.00196078


Tree=736
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 2 1 0 0 2 2 1 0 0 2 0 0 1 1 2 0 0 1 0 2 1 1 2
split_gain=0.0843933 1.41987 0.508991 0.395215 0.472752 0.342555 1.19641 1.13506 0.985514 1.03505 0.717076 0.507375 1.32233 3.29109 0.45948 0.386646 0.372376 0.445169 0.948347 0.399296 0.371509 0.360738 0.614981 2.01729 0.350725 0.338291 1.03638 0.905414 0.607355 0.906845
threshold=41.21013581150001 41.134354310300004 41.028010303750008 41.348489042950007 0.34632196640000007 0.39078171310000004 0.52772372085000019 40.036761086100007 0.39584144190000009 0.53592706805000012 0.53905571685000009 40.823855932350007 40.036761086100007 0.42829556000000008 0.53029849405000007 0.57507260265000015 38.238138001450004 0.54910032635000017 0.56369569775000017 0.44751654140000008 0.49091344570000006 38.771633980050005 0.54679500610000009 0.56704889075000009 0.43887907550000005 0.52161611930000007 39.091773401050006 0.38398550940000004 0.37982395740000008 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 25 7 -7 -8 14 -11 12 15 -14 -10 16 17 -12 19 -19 -17 -18 -23 -24 -15 27 -27 28 29 -1
right_child=3 -3 -4 -5 -6 6 8 -9 9 10 11 -13 13 24 -16 20 21 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013439969310055071 -0.0041428328678067951 0.057582359823907733 -0.032974854111863461 0.00056415751229725065 -0.055975666944603326 -0.12112218896032667 0.051857188322031275 0.025149335762239836 -0.022123843606695802 0.04860132268070301 -0.059332540346282353 0.032769711673118901 -0.15712943191974738 0.037516571012302317 -0.10980033676803072 -0.10182603702961338 0.03530263811564649 -0.0016564678194202012 -0.077566830762956354 0.089832608007115108 0.029470076472211549 0.027392731949225597 -0.072322451513424868 0.047952299503819372 -0.022167363641735507 -0.010427386704914225 0.053154517151591064 -0.038739647397123524 0.04529599296507604 0.062180869145095415
leaf_weight=47.996826120892365 4.3425265706609926 4.0604005960631175 3.8177227596734147 124.45264469840367 2.4407176594377233 1.4477871052440598 2.8701532911509267 0.69829830713570107 0.98898610658943953 2.3595188222825554 1.5689070911612493 2.7564879888814167 1.7522269720211614 1.3433463685214522 1.1455402468563987 0.58915928785154292 4.2477014735341063 0.82954933185828872 0.83625222621776618 0.86561670195078477 0.28342629121175378 4.5636248886585218 2.8653148338198662 2.1806967579759657 2.5038306571223075 4.3391750608570856 4.7885947078466415 4.1972847059369078 3.3925579823553553 2.2790026389993718
leaf_count=422 26 22 34 1529 29 54 16 10 17 12 28 27 18 6 26 126 20 41 39 8 147 19 39 16 62 28 20 29 18 12
internal_value=0.00097671 0.00288209 0.000816145 -0.000643119 -0.0227931 0.00206028 -0.00525785 -0.073528 -0.00101727 -0.00580758 -0.00122943 -0.0055543 -0.00987854 -0.0500825 -0.0691774 0.00207659 0.0050531 -0.0198926 0.00455122 0.0450614 -0.0591795 0.0124344 0.0023261 -0.0203442 -0.0013271 0.00606888 0.0229288 0.00340938 0.00670576 0.00410173
internal_weight=242.804 111.568 107.508 131.236 6.78324 103.69 36.6964 2.14609 34.5503 31.6802 29.5457 27.1861 24.4297 5.5994 2.13453 18.8302 17.9577 4.10033 2.53142 1.69517 0.872586 13.8573 9.60964 5.04601 3.84718 66.9934 9.12777 57.8657 53.6684 50.2758
internal_count=2900 1316 1294 1584 55 1260 731 64 667 651 608 596 569 86 43 483 210 116 88 49 273 94 74 55 68 529 48 481 452 434
is_linear=0
shrinkage=0.0942322


Tree=737
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 1 0 2 2 1 0 0 0 0 2 2 1 2 2 0 0 0 1 1 2 0 0 0 2
split_gain=0.29987 1.89893 0.876217 0.589916 2.11679 1.15617 2.4469 2.88293 0.906412 1.25306 0.876521 0.738057 1.14805 1.12754 2.43504 1.61087 0.827941 0.794001 0.699417 0.753136 0.554547 1.13145 0.541126 0.501023 1.06654 0.473069 0.472955 0.785487 0.412806 0.533212
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.39971857130000005 0.39584144190000009 0.40621538280000008 0.41753240920000007 0.53321756835000012 43.633733172900008 37.962710038050005 0.41808628485000005 0.54017843775000018 0.53484925600000011 0.54910032635000017 0.55240861050000023 41.590548329450009 40.036761086100007 0.42194844465000009 38.386256906100009 37.962710038050005 0.55892039160000018 0.56369569775000017 0.56055207925000017 0.4323972336000001 0.43625939340000008 40.337496327150006 0.47727612945000003 0.47715637260000004 0.47760546090000006 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 -2 25 4 -4 -5 7 -7 9 -6 -8 12 -12 15 -15 16 -13 -16 19 20 -19 -22 -20 -24 -25 -3 27 -1 -28 -30
right_child=1 2 3 5 8 6 10 -9 -10 -11 11 13 -14 14 17 -17 -18 18 22 -21 21 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=3.2949461412613764e-05 -0.0021884091699047857 -0.00026601252124354853 0.00060326871028472287 0.00093555076490430488 -3.8588035413419149e-05 0.00058930219403176677 0.001431494052882176 -0.0025663113191349944 -0.00013524554536559631 -0.0023715270801019993 0.00059283341396280064 0.00067679357576619923 -0.0016840465141815769 -0.0025283691790158255 -0.0022444263447769968 0.0015813557590190939 -0.00029120373309403499 -0.0025691139440641815 0.00068104573810218313 -0.0025994512847689281 0.0015634419174467785 -0.00096653500622173084 0.0012498258401092723 -0.0019952657348801606 0.0001087419976395783 -0.0021649426382139136 0.00070071188080343867 -0.0014413300914593113 0.00033861660332913218 8.9404042603226109e-05
leaf_weight=39.941730456885125 1.46042624459369 1.0110384099825744 5.3578264010138792 6.6676864761393508 1.2994873188436029 1.8620687841903407 2.0731455427594474 2.7672397053684108 2.5391719369217753 2.7762910714372993 1.4558868966996663 7.7764042699709552 2.0506447232328355 1.4007964613847423 0.54885780136100848 4.7148523386567822 6.032343402504921 0.36092258698772628 7.5180095682153469 0.64489525301905803 1.1066726663266311 1.7611180185240298 1.3786413213238145 0.95733587071299808 28.55366343634887 1.0065284009324384 6.5503783822059622 1.4395122807472933 57.942860214039683 76.703045868081972
leaf_count=563 56 19 41 44 21 27 10 56 27 52 35 36 20 20 15 20 29 19 54 27 10 234 8 8 583 56 25 12 314 459
internal_value=0.000119506 3.02131e-05 6.4822e-05 9.29737e-05 -0.000312826 0.000153987 8.25645e-05 -0.00129701 -0.00105482 -0.00162771 0.000176024 0.000136744 -0.000738702 0.000185661 1.55733e-05 0.000591798 0.000253925 9.87752e-05 0.000129193 -0.000664907 -0.000278506 9.77624e-06 0.000209282 9.44622e-05 4.04881e-05 -0.00121336 0.000166007 -1.83357e-05 0.000220033 0.000196649
internal_weight=277.659 95.082 93.6215 91.604 11.9728 79.6312 72.9635 4.62931 6.61495 4.07578 68.3342 66.261 3.50653 62.7545 44.2309 18.5236 13.8087 42.8301 42.2813 3.87361 3.22871 2.86779 38.4077 30.8896 29.511 2.01757 182.578 41.3812 141.196 134.646
internal_count=2900 1527 1471 1396 141 1255 1211 83 100 73 1128 1118 55 1063 978 85 65 958 943 290 263 244 653 599 591 75 1373 575 798 773
is_linear=0
shrinkage=0.00196078


Tree=738
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 0 1 1 1 1 1 1 0 2 2 1 1 2 2 2 2 1 2 0 2 2 2 2 2
split_gain=0.090007 0.62229 0.470618 0.394844 0.661626 0.370102 0.677592 0.495486 0.426112 0.81413 0.325451 0.960168 0.419593 0.58609 0.494856 0.56742 0.389016 0.311786 0.44973 0.604081 0.370787 0.433704 0.400428 0.674342 0.302986 0.225526 0.767586 0.371737 1.11103 0.948388
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.34524415440000006 0.54422023290000021 0.56424957340000015 0.56915960600000015 0.49091344570000006 0.42067602765000006 0.40621538280000008 0.33672644530000007 0.31810424840000007 0.36000419150000007 0.48271009850000007 37.663157789700008 37.186372654950006 0.36501901140000009 0.36597706655000006 38.771633980050005 38.175120519550006 37.511241581900002 36.625813070500008 0.38780276035000005 34.997818021800008 0.54910032635000017 40.036761086100007 40.12915366295001 40.496232821400007 40.337496327150006 40.21994457600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 8 -7 -8 9 10 11 -1 13 14 15 -12 -14 -18 19 20 21 22 -19 -24 -10 -4 -27 28 29 -28
right_child=2 -3 25 4 -6 6 7 -9 24 -11 12 -13 16 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.021919699746023664 0.0084622931931268124 0.039662502006645596 0.015953591657903846 -0.044078192725775331 0.0094177224544328142 0.011173594961674173 -0.10380342572333232 0.027719483180343594 0.04344644663904159 -0.049478937080394317 0.00018695110321656152 -0.094173049109696719 -0.027022677725643093 0.057962686497248513 -0.0045792547682255626 0.09676678061594278 0.027168217544054723 0.02290352263177696 0.024398739282772895 -0.047294913102014405 0.024787433507378956 -0.033026346278135651 0.029467597121576466 -0.059158575101885547 0.0064450342660030691 -0.05324847395267035 0.033080520547914403 2.7087246768671112e-06 0.050071981290467797 -0.034360187315995355
leaf_weight=1.2171860485104837 3.2631179494783273 3.4742824761196962 7.4251214897121818 5.6095859931083378 2.5480037046381767 1.4549578141595696 1.0103658214302411 0.27648862496380378 3.1358830373501396 2.3706052109992006 0.9423674823519812 0.97036764383665275 3.6497844044934054 2.3854693602770567 5.5737641283776611 0.90261126903351396 3.5831586383283165 3.8123927689157444 4.2607028726488343 2.4408355497580478 3.3677067668177179 3.5552655870560557 1.1397728743031623 1.5162230275454929 3.6056240243487991 1.9935130802259653 2.7030932094530709 155.76957920622408 4.457032345027983 3.8045262101950357
leaf_count=32 16 24 60 39 29 32 133 137 23 39 44 43 29 16 37 5 16 30 22 26 30 30 14 35 55 24 24 1784 36 36
internal_value=0.000900161 0.0040093 -5.62371e-06 -0.0171312 -0.0273689 0.00158863 -0.0295273 -0.0755449 0.00335023 6.64329e-05 0.00305371 -0.0295774 0.0049762 0.0204263 0.00835657 0.0474363 -0.000567114 0.00351115 -0.000707611 -0.00746414 -0.000204208 -0.0086008 0.00482439 -0.0211262 0.0236566 0.0011047 0.00045125 0.0010933 0.0165867 -0.0063471
internal_weight=242.219 54.6458 187.574 11.4207 8.15759 51.1715 2.74181 1.28685 48.4297 41.6882 39.3176 2.18755 37.1301 9.80421 7.41874 1.84498 27.3258 23.6761 20.0929 15.8322 13.3914 10.0237 6.46839 2.656 6.74151 176.153 168.728 166.734 10.9647 6.50762
internal_count=2900 852 2048 84 68 828 302 270 526 448 409 75 334 102 86 49 232 203 187 165 139 109 79 49 78 1964 1904 1880 96 60
is_linear=0
shrinkage=0.087056


Tree=739
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 2 0 2 1 1 0 1 1 0 2 1 0 2 2 1 1 0 0 1 1 2 1 2 0
split_gain=0.081846 0.224067 0.386737 0.303124 0.13382 0.220276 0.263578 0.510328 0.198433 0.107426 1.6091 1.92972 0.689955 1.03279 0.840836 0.615295 1.34221 1.16605 1.02521 0.912366 1.49436 1.37294 0.997946 1.6211 1.26257 0.772412 0.85293 0.833057 0.777161 1.02603
threshold=0.62406814170000013 0.49703601690000004 45.673096293200011 0.59210802070000013 0.57987784795000008 0.49901200560000009 50.448116877400004 0.64899254515000016 48.852845034800005 0.41753240920000007 0.40621538280000008 0.53321756835000012 0.39971857130000005 0.39584144190000009 0.53781323915000012 40.823855932350007 0.42194844465000009 0.54279811980000015 42.686561923500008 40.036761086100007 0.41808628485000005 0.42829556000000008 0.54317236010000014 0.54511840960000013 0.42019700010000005 0.4211999641000001 39.468990633150007 0.4355408521000001 39.268993001500007 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=9 2 -2 4 5 -3 7 8 -7 10 12 -12 13 -1 -14 19 -17 18 -18 20 -11 -21 -22 -24 -25 -26 27 -27 29 -29
right_child=1 3 -4 -5 -6 6 -8 -9 -10 15 11 -13 14 -15 -16 16 17 -19 -20 21 22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.0015350482268656272 0.0111677407984911 0.05686411513262335 -0.1041597492375443 -0.11071052640204535 0.055635304602532354 -0.03166894731322896 0.049633081789162065 -0.10519707247442622 0.095636524401236933 0.095839687241580943 0.016718639490682426 -0.11020270641224927 -0.011901713994518183 -0.03545271636998959 0.058989987609397616 0.05259097074026408 0.037812004874950796 0.0091254804436538568 -0.10968638050446054 -0.091639744652821681 -0.054413512239395896 -0.0031565430633938678 0.076463832081233432 -0.13029807792854969 0.087286214044335772 -0.059128309355626546 -0.069717970425986986 0.022476245607961017 0.095524766717065418 -0.072954567506079385
leaf_weight=167.4921855565135 0.43068247974315399 0.39906902797520238 0.49025294103194028 0.17337706520652307 0.42923638736829151 0.19439420007074637 0.3195463822921738 0.48588624507692657 0.19179306924343109 1.2838472552539375 1.6340859055853791 2.2384143880626652 2.1342344721779218 6.1717292826360781 3.4545935777714476 5.4367608400061718 0.53072281647473829 25.067207236972536 1.2390197744462055 2.2346919276751569 2.5698705899994811 3.626688140539045 2.1580711249262086 0.62458260956918721 0.73739136196672816 1.3726199705415618 1.4531833493147122 4.9528240525614819 0.8613304577738744 1.0825027064774984
leaf_count=1474 36 3 13 79 10 47 11 127 1 6 35 56 30 108 26 37 5 325 75 19 23 52 9 11 4 53 29 51 7 138
internal_value=0.000833836 -0.0134684 -0.050226 0.0019656 0.011637 -0.000235664 -0.0193582 -0.044638 0.0315551 0.0010207 -1.45815e-05 -0.0566455 0.00120885 0.000220564 0.0319182 0.00445329 0.012358 0.00420742 -0.0654535 -0.00665914 0.00370588 -0.0368914 -0.0037747 0.00605238 -0.0076563 -0.000333067 -0.00697847 0.00404692 0.0166205 0.00535967
internal_weight=241.471 3.11424 0.920935 2.1933 2.01993 1.59069 1.19162 0.872074 0.386187 238.357 183.125 3.8725 179.253 173.664 5.58883 55.2313 32.2737 26.8369 1.76974 22.9576 17.0962 5.86138 15.8124 13.2425 11.0844 10.4599 9.72246 8.26928 6.89666 6.03533
internal_count=2900 327 49 278 199 189 186 175 48 2573 1729 91 1638 1582 56 844 442 405 80 402 331 71 325 302 293 282 278 249 196 189
is_linear=0
shrinkage=0.0887971


Tree=740
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 0 1 2 1 1 1 1 1 0 0 2 0 1 0 1 1 2 1 1 0 2 2 2 2
split_gain=0.297328 1.43303 1.8967 1.38285 1.04217 0.984324 1.55423 0.860181 0.656848 0.647332 1.13783 0.984041 0.782812 0.641652 1.30845 0.966022 1.00546 0.623254 0.551596 0.740752 1.29948 1.18418 0.926341 0.917294 2.05021 2.29052 0.898544 1.56307 0.820871 1.44416
threshold=0.37138109635000011 0.51243974730000008 0.50449088350000015 0.36927038110000004 0.36543816055000006 0.37668033890000002 0.49678153350000009 0.36597706655000006 38.592454371550012 0.37668033890000002 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.35877668335000007 0.48119816770000007 0.49588335680000006 42.801286935650005 0.46594413340000007 0.39024280710000009 0.52324780695000006 0.39971857130000005 0.4019490434500001 39.134693790050008 0.39584144190000009 0.39458399450000009 0.52772372085000019 43.633733172900008 37.962710038050005 41.840895355800008 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 8 -2 -7 -6 17 -3 -11 -12 -13 15 -15 -10 -17 -1 -14 22 23 -22 -20 24 25 -21 27 -25 29 -23
right_child=1 9 -4 -5 7 6 -8 -9 13 10 11 12 18 14 -16 16 -18 -19 19 20 21 28 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017671434709991317 0.0011113594573855814 -0.0012352069994124085 -0.0018977683558621494 0.0011538933890379349 7.3742243080486512e-05 -0.0025743410724386913 0.00072592090994370406 -0.0016428113181649545 0.00010441709418656888 0.00093542341112413398 -0.0011685213926265472 0.00084654975910944418 -0.00066563274856419336 0.00043199891570469431 -0.0016600581946526862 0.0015477840249831802 9.8413809307588062e-05 0.00076201210255048509 -8.5887922391454964e-05 -0.0023263481811576694 0.0014835363655316043 4.0222513738767248e-05 0.0014488885304113578 0.00021242729462632028 0.0011391817168810916 0.00016364391102477257 -8.9881322100350205e-05 -0.0023760873366886477 0.00033367890478858364 -0.0012199530458993591
leaf_weight=3.5092859754840893 1.9468032047152508 1.3777869762852777 3.2908806641935371 5.3843182511627665 2.2352494224905959 1.0212820784654471 1.1854481077753005 2.2542976617114618 107.53142240835587 6.1819398431107393 2.4085514466278246 5.1261669397354117 3.8606123831123105 2.3403746373951426 2.2586579248309135 3.7603227309882632 3.6037875143811107 12.078383888001552 2.7699867018964133 2.2429552747635189 2.4874862283468238 37.057114303259368 3.3291110492427833 1.3022626875899721 3.4595155920833349 3.8728551508393139 2.5291870112996548 2.8811952928081155 33.969753414479783 3.8605807762796749
leaf_count=113 10 12 58 34 11 29 24 33 785 42 20 22 23 34 19 23 20 69 19 54 17 652 26 21 21 40 27 53 533 56
internal_value=0.000118253 4.86505e-05 -0.000785867 0.000178831 0.000141215 9.51025e-05 -0.000801451 -0.000788176 0.000172104 0.000100981 0.00011667 7.11358e-05 9.85915e-05 0.000122721 -0.000595444 0.000151468 0.000838503 0.000550675 6.15903e-05 8.97326e-05 4.66172e-05 0.000152583 0.000751849 -0.000456765 -6.71631e-05 -0.000749553 -0.00101252 -0.00157031 0.000108373 -7.86749e-05
internal_weight=271.118 126.161 7.44441 144.956 139.572 4.15353 2.20673 4.48955 135.082 118.717 117.339 111.157 108.749 119.495 4.59903 114.896 7.36411 15.5877 103.623 99.762 93.6629 77.3749 6.0991 16.288 9.57533 6.11581 6.71264 4.18346 74.8874 40.9177
internal_count=2900 1759 121 1141 1107 63 53 44 1063 1638 1626 1584 1564 881 53 828 43 182 1542 1519 1474 1258 45 216 115 94 101 74 1241 708
is_linear=0
shrinkage=0.00196078


Tree=741
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 1 1 1 1 0 2 0 0 1 2 2 0 0 1 1 2 2 2 0 2 0 1 0 0
split_gain=0.0885634 0.417783 0.351519 0.246757 0.968336 0.596367 0.711008 0.549819 0.476206 0.373869 0.556017 0.744827 0.282806 0.290357 0.233892 0.167118 0.153398 0.757396 0.745042 0.950604 0.778953 0.323973 0.199099 0.441296 1.17312 0.5589 0.349576 0.170433 0.166868 2.10912
threshold=36.514114975300011 36.372781240150012 37.020641110850008 0.36543816055000006 0.36927038110000004 0.49320379630000005 0.33960061075000009 0.34427112960000006 0.37138109635000011 0.37982395740000008 0.52161611930000007 34.997818021800008 0.53781323915000012 0.54384599265000022 0.36543816055000006 35.131296350900008 37.858673296900008 0.52324780695000006 0.54384599265000022 0.40621538280000008 0.45280081435000008 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 0.51589772760000019 0.38991347565000006 0.50300889195000009 0.50482021495000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 5 -5 6 15 -8 -6 -10 -11 12 -12 -14 -2 -1 17 -4 -19 -20 -21 -18 27 24 -24 26 -25 -23 -27 -30
right_child=2 -3 16 4 8 -7 7 -9 9 10 11 -13 13 -15 -16 -17 21 18 19 20 -22 22 23 25 -26 28 -28 -29 29 -31
leaf_value=0.047702555872106846 -0.056028944050415634 0.055778521397799381 0.036562301176062184 -0.07415943666967062 0.098321560616067408 0.048916107806042532 0.0015257716960079492 -0.15893798939081938 -0.068775391868887412 0.043621039701578761 -0.10285254613575509 -0.09991064459231086 0.055341435924349314 -0.033823756625062033 -0.010366024176483513 -0.0084533355561702984 -0.036286927427052106 -0.072196847673327763 0.10693371371278181 -0.10993151665891034 0.030795137976790402 0.039579536904736437 -0.061823676130350134 0.00024821240813027886 0.022226979082351873 -0.0021727347365249399 0.044437613270009398 0.0001486179820656619 0.080927701794615406 0.00062324643807518836
leaf_weight=0.83602681614865682 1.4453277084685385 1.407063984963316 4.8968832732643914 1.5119899958372114 0.46911527216434468 2.6195393055677414 0.31990615488030005 0.42353334531435394 0.57991588208824385 2.1700729073490947 0.15989806992001865 0.71423644629203398 0.97036880254745461 0.45920946298519993 2.835847323975031 0.98545224661938846 2.0276722723010598 1.3903768358286472 0.65756922960281405 0.57689943430887047 0.80295052677865897 2.0784122624900188 3.2175886361656003 2.4515783609822384 2.5330707136454294 107.77006317513587 4.0555046254885383 1.7014715811819767 2.885428342386148 85.655577391651605
leaf_count=43 12 12 40 12 3 14 7 39 6 24 4 65 6 161 48 12 24 20 2 25 33 15 34 16 26 899 32 33 29 1204
internal_value=0.000873912 0.00810789 0.000439637 0.00261856 -0.00865178 0.0179113 -0.0137537 -0.0898895 0.00928235 0.00101719 0.0100641 -0.0215462 0.0136671 0.0266998 -0.0257819 0.0173212 0.000943716 0.0132479 -0.0200587 0.0155215 -0.0280411 0.00046592 0.000816865 0.000436042 -0.0248007 0.0011516 0.027789 0.0218302 0.000268655 0.00324026
internal_weight=240.609 13.6263 226.982 12.2193 7.03481 5.18446 2.56492 0.74344 5.52282 5.0537 4.47379 2.30371 1.58948 1.42958 4.28118 1.82148 222.701 8.32468 3.4278 2.03742 1.37985 214.376 212.349 208.569 5.75066 202.818 6.50708 3.77988 196.311 88.541
internal_count=2900 408 2492 396 281 115 101 46 269 266 260 236 171 167 60 55 2432 120 80 60 58 2312 2288 2240 60 2180 48 48 2132 1233
is_linear=0
shrinkage=0.0923845


Tree=742
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 0 2 2 0 0 2 0 2 0 0 2 0 1 2 1 1 0 2 0 0 1 2 1 1
split_gain=0.0845734 0.166938 0.212139 0.0818047 1.0694 0.605774 0.836881 0.469641 0.7747 1.18271 1.80312 0.345998 0.82228 1.12135 0.864972 0.850679 0.540676 1.1227 2.48279 0.768796 0.75285 0.556315 0.382039 0.351212 3.60093 8.94885 0.874351 0.71014 0.687893 0.644123
threshold=50.666627092000006 0.57995269605000022 0.61532588845000014 43.19689381845 43.245737185650007 43.082598263550004 0.50356276755000018 43.022303514600004 42.773538294100007 0.48140774230000011 0.50356276755000018 42.487106141350004 0.47715637260000004 42.564639561200003 0.49588335680000006 0.52803808270000008 42.178283198950005 0.48851830785000006 0.34545372890000009 42.027086531450003 0.34988473400000003 0.34988473400000003 0.53839705400000015 41.322103772800006 0.48218616210000004 0.48607826115000008 0.34569324270000007 41.590548329450009 0.34515433670000012 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 -7 8 11 -10 -11 16 -13 -14 -15 -16 19 18 -18 23 -21 -19 -23 -1 26 -26 27 -25 -29 -27
right_child=1 2 -4 4 -6 6 -8 -9 9 10 -12 12 13 14 15 -17 17 21 -20 20 -22 22 -24 24 25 29 -28 28 -30 -31
leaf_value=0.0023082143881438489 0.025483712801377185 -0.066411512479522677 0.0056573289153277655 0.076121657785530775 0.0017674801769213975 -0.075981908248602306 0.014469865545817594 0.039305551867432689 0.0054548944347674799 -0.13730334486899204 -0.0037739196651264315 0.056783254325951549 0.038362323044130425 -0.052259970441467928 0.058142133487658364 -0.027384449046317216 0.003061498116513029 0.0481011366932938 -0.13902835119293072 0.0056844903879077662 0.064707941976439601 -0.044450257019088654 0.0064265016882635393 0.031795654617053144 -0.20535466061632912 0.018378298877311468 0.05687656271109974 -0.052626110149293415 0.013998312368283616 -0.025634431326289807
leaf_weight=114.77639433986064 0.49619749072007735 0.73879856622079365 0.57092052273219451 1.5739071057178069 49.289847014755651 1.9027073540783015 1.3999847492596016 2.4552040277194456 3.6436685999215106 1.5492438776418569 1.6430528873024739 2.902204575308132 4.5019716489550756 3.2170824692584574 1.6510670902207496 2.0624363032111432 2.3146800059184884 1.6337074488401411 1.6686650658957658 4.0925040255242484 2.9195231285339105 1.7929049227386711 3.3165082719715429 5.0406967559829372 2.2016556784510604 4.0993995741009694 4.1373313292860976 2.1959260544681456 2.7549885986372828 7.274334123949302
leaf_count=1360 66 35 30 11 672 34 21 22 38 14 36 29 31 30 10 32 32 5 22 27 28 22 40 28 17 25 20 37 14 112
internal_value=0.000765266 -0.0183784 -0.0349959 0.000910519 0.00406827 5.22951e-05 -0.0376401 0.000729422 0.000207274 -0.0291168 -0.0685767 0.00135568 0.0145727 0.00385735 -0.0185564 0.0106417 0.000173156 -0.019084 -0.0564614 0.0015549 0.0302595 0.00299589 -0.0114263 0.00014224 -0.00883119 -0.0414908 0.0225489 0.00833443 -0.0155522 -0.00977106
internal_weight=239.818 1.80592 1.30972 238.012 50.8638 187.148 3.30269 183.845 181.39 6.83597 3.1923 174.554 14.3348 11.4326 6.93059 3.7135 160.219 10.7265 3.98335 149.493 7.01203 6.74312 5.10941 142.481 27.7043 13.5754 14.1289 9.99161 4.95091 11.3737
internal_count=2900 131 65 2769 683 2086 55 2031 2009 88 50 1921 132 103 72 42 1789 121 54 1668 55 67 62 1613 253 154 99 79 51 137
is_linear=0
shrinkage=0.0887971


Tree=743
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 2 2 0 0 0 0 0 1 2 2 2 1 0 2 1 0 0 0 2 0 1 0 1 2
split_gain=0.420816 0.97049 0.95804 0.708413 0.644149 0.582911 0.920262 0.801069 0.678603 0.609469 0.533791 0.502776 1.57854 0.469749 0.419873 1.19517 1.68017 0.880056 0.83579 0.704787 0.871682 1.96979 0.594052 1.10369 0.599906 0.594003 1.7622 0.580209 1.94403 0.487096
threshold=0.35877668335000007 0.49588335680000006 42.801286935650005 0.36106703390000006 0.36195024100000012 39.530201452500002 40.12915366295001 40.496232821400007 0.46928235680000008 0.42314601355000009 0.43518158140000007 0.49588335680000006 0.48140774230000011 0.31100865245000009 42.599563320500003 41.941595803500007 41.322103772800006 0.39513787010000007 0.56915960600000015 43.19689381845 0.38398550940000004 0.54317236010000014 0.57944372925000021 0.62143349005000015 41.134354310300004 0.55411514625000013 0.44922307715000004 0.54475913895000005 0.46419268885000003 43.933728833200007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 8 -7 -8 9 13 -11 12 -6 -1 15 16 22 -17 -19 20 -16 -22 24 -24 -13 -23 -27 -18 -29 -21
right_child=3 2 -4 4 11 6 7 -9 -10 10 -12 14 -14 -15 19 17 27 18 -20 29 21 25 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00079806730438950228 -0.00097294919650845249 0.0015764006391207504 0.00015300576590820231 0.0014554432333666609 0.00016745419124716477 -0.00058834831665155289 0.00081608796397908509 0.00010019751190914847 0.00081247358800826857 0.0012492958383374727 -0.0002024429210004928 0.00011404366311492531 -0.0026348417334308193 -0.0022365046707038916 0.00051081145503788705 -0.00034235208766278792 -0.00030585085019281088 0.0011810166546119595 -8.7191616496219728e-05 0.00041777494481311028 -0.0030074515119674745 0.0008762936636508451 -0.0021977067486918609 0.00051952285028915898 0.00084771842081235655 -0.002630481622884766 0.00079580804543828384 -0.0023839499193733689 0.0006718109984508899 -0.00012577460561999119
leaf_weight=0.26734734326600917 2.600689591432455 3.7672723419964305 3.5135477688163519 1.2597002895781759 2.5961757430923167 6.9923218367621294 6.4455181760713449 88.829976344335591 9.9431205829605442 1.4329842777224255 3.0386067489307607 77.929088221426355 1.1004123660968614 0.73617809487404884 1.7216222323477257 2.7260701376944771 3.7889467054046682 8.9164286069571954 2.5748602863604892 8.447231036712763 1.4729933259077368 1.1188204884529116 1.163989577609754 1.1352310390320779 4.5341553948819628 1.119557796046138 1.1911408903833942 2.4858229886740451 1.1805716757735352 25.393113951489795
leaf_count=4 22 23 20 11 39 43 32 672 56 10 46 619 28 68 10 33 41 45 50 78 26 7 148 168 21 15 36 26 36 467
internal_value=0.000110204 0.0001948 0.000889505 4.17593e-05 5.91373e-05 0.000151821 9.82394e-05 0.000148628 0.000507224 -4.71273e-05 0.000262787 4.74575e-05 -0.000666742 -0.00142807 6.54297e-05 0.000130065 4.84816e-05 0.000659241 0.000896848 -0.000104584 -0.000689475 -0.00111098 0.000126975 -0.000856085 0.000154384 -0.000296438 -0.000864265 -0.000843933 -0.0014 9.9063e-06
internal_weight=279.423 124.967 7.28082 154.457 151.856 117.686 102.268 95.2755 15.4182 5.47512 4.47159 150.596 3.69659 1.00353 146.9 106.435 92.2178 14.2174 11.4913 40.4645 6.62413 4.90251 84.7625 2.29922 82.4632 3.42952 2.3107 7.45534 3.66639 33.8403
internal_count=2900 974 43 1926 1904 931 747 704 184 128 56 1893 67 72 1826 1187 1059 128 95 639 94 84 956 316 640 58 51 103 62 545
is_linear=0
shrinkage=0.00196078


Tree=744
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 2 2 0 0 1 0 1 1 0 0 2 2 2 2 0 0 1 1 2 2 1 2 2 2
split_gain=0.41126 1.57421 0.745755 0.689374 1.05855 0.715753 0.641691 2.49033 3.42086 2.05279 1.44613 1.41799 0.825733 0.658637 0.558636 1.05803 0.523927 1.48975 0.961797 2.37461 0.851775 1.02109 0.491741 1.27909 1.37973 1.23831 0.963524 0.736453 1.31897 1.20406
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.48181192180000004 0.48218616210000004 0.48140774230000011 40.982542372850013 42.027086531450003 0.48607826115000008 0.49811382890000006 0.36000419150000007 0.48368312325000012 0.36501901140000009 0.34632196640000007 0.51401155655000019 0.51243974730000008 44.015822920550008 47.833738492450003 43.124157941850008 42.801286935650005 0.50449088350000015 0.51401155655000019 0.39584144190000009 0.39971857130000005 43.633733172900008 38.052786106700005 0.4019490434500001 41.840895355800008 42.102795028150005 41.21013581150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 14 5 -5 -1 10 8 -8 -10 13 -9 -12 -6 15 -3 18 20 19 -13 -18 -22 -4 24 25 -24 -25 29 -29 -28
right_child=1 2 22 4 6 -7 7 11 9 -11 12 16 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=7.0302345482280363e-05 -0.00216329485335294 -0.0020843273093819649 0.00064048708501092746 0.0013242264259502653 0.00053112488599529829 -0.0010667839775018991 -0.0021998542567286208 0.001592705342133781 0.0010612040473634838 -0.0010483212864910423 -0.00060481159695602803 0.00055051212743335647 0.00032058748992330516 0.0015182275564664008 -0.0025348882509319158 0.0015827559218344622 -0.0032289460045497728 0.00047202393336475502 0.00087812163257343866 -0.0012691735036986852 0.0010164451016043336 -0.0022282683561182892 5.0450950019816768e-05 0.0012821494333919419 0.00033339848877280483 -0.0023296460337015427 -7.4257218107135774e-07 0.0013259773548665011 0.00012506872128742973 -0.0010162880289129122
leaf_weight=90.990961478528334 1.2716178571572516 0.64257027872372308 5.2640137197449794 3.6065912321209899 5.0143762454390508 2.1792898625135413 3.9393572732806188 3.172586157917979 3.8015048652887344 3.3244806826114655 4.1921680113300672 9.571611545979982 32.042678131721914 5.3949391357600689 0.72321116650709871 0.57156211137771606 0.77198452036827747 3.6064073201268911 8.2085673138499242 3.872689649462699 0.7077978942543266 0.78803989221341908 1.2417949228547507 2.52423898782581 2.4050326319411397 2.600209129974246 36.855318703936973 3.9612299193686331 31.298368119190854 5.1110704457605598
leaf_count=824 56 47 41 11 25 13 24 9 16 29 24 44 182 32 25 3 11 24 35 27 9 34 22 17 27 51 639 36 494 69
internal_value=0.00010889 3.61315e-06 3.31788e-05 0.000162596 0.000282977 4.37054e-05 0.0002405 6.39629e-05 -0.000733548 7.70488e-05 0.000398571 0.000351417 0.000213524 0.00104272 -0.00117065 -0.00035802 0.000208354 -0.000311005 0.000349251 2.63437e-05 -0.00155622 -0.000692941 5.87342e-05 2.31243e-05 -0.000831287 -0.00156036 9.00526e-05 5.10872e-05 0.000259984 -0.000124425
internal_weight=279.656 94.4702 93.1986 185.186 92.0158 93.1703 88.4092 41.765 11.0653 7.12599 46.6442 30.6997 36.2348 10.4093 1.93734 1.21413 27.5271 5.87423 21.6529 13.4443 2.26782 1.49584 91.2613 85.9973 6.24704 3.842 79.7502 77.226 35.2596 41.9664
internal_count=2900 1527 1471 1373 536 837 525 262 69 45 263 193 206 57 75 50 184 78 106 71 54 43 1396 1355 100 73 1255 1238 530 708
is_linear=0
shrinkage=0.00196078


Tree=745
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 2 0 1 0 0 0 2 0 2 2 1 2 1 1 1 0 2 0 1 2 1 2 1 1
split_gain=0.082712 0.690874 0.236207 0.611194 0.259192 0.813563 1.48913 0.24895 0.211292 1.14513 0.68329 0.598872 0.743941 1.0633 1.26613 1.27458 1.66197 0.752078 0.568266 0.370237 0.441943 0.257063 1.33062 0.522726 1.45387 1.53177 1.00094 0.790958 0.621332 0.965961
threshold=0.47727612945000003 0.47715637260000004 0.47778509625000004 42.102795028150005 0.47886290830000006 40.532725462000009 43.45354240915001 0.47905751325000007 0.35585760905000008 0.48543456785000005 0.49588335680000006 0.4901499955000001 39.749124837650008 0.47997065955000012 42.487106141350004 41.322103772800006 0.34569324270000007 41.061442884200012 0.34566330350000002 0.35877668335000007 0.36106703390000006 0.50041914915000019 36.82350895510001 0.50579323975000012 0.37668033890000002 39.685256516350002 0.36730936200000003 43.022303514600004 0.38398550940000004 0.38733870245000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -7 -6 10 -10 11 12 -9 -14 15 17 -17 -15 -16 -11 -21 22 -22 26 25 -25 -23 -27 -26 -30
right_child=2 -3 4 -5 7 6 -8 8 9 19 -12 -13 13 14 18 16 -18 -19 -20 20 21 23 -24 24 28 27 -28 -29 29 -31
leaf_value=-0.00078968092081844576 0.037145521933995181 -0.073508219513515188 0.0077246670430399823 -0.012081991628025878 0.035145552180868171 -0.11426765030165664 0.022964487718853763 0.04668667343213026 -0.080485820686576545 0.038361932190712954 0.039326126053567695 -0.029183158295716161 -0.033037846795072871 0.00052383499687696947 0.051835657138651806 -0.075065495781345581 -0.00044808134028656333 0.05148785166238206 0.011372201834952156 -0.052480195083552041 0.022268231883260412 -0.018393189510657736 -0.063570740170691975 0.0060229509784489954 0.031272171013558683 -0.14500177778029283 0.050774358849163002 -0.036674508651986217 -0.064497208500822426 0.0013469149818545983
leaf_weight=34.513518970601581 5.5366291254758817 1.2507426664233197 4.9926249906420699 4.023126631975174 2.0310663179261601 1.7116232500411572 1.2743957787752149 3.8423116095364085 1.6474772843066592 2.3022119803354135 5.214696940034627 4.8906230367720118 6.5776897575706235 7.5499425902962702 6.957837511552496 4.1709693334996691 8.1385409832000715 4.1429998725652695 5.9471301436424255 1.4951294753700484 3.5375721529126158 3.1143935434520227 3.1573612126812804 2.2536124512553206 6.2108640400692812 1.5757829817011955 5.0948885734542273 1.0295357159338889 2.1045255418866864 93.867568167142963
leaf_count=568 22 12 26 19 12 43 6 22 20 15 37 28 39 40 27 28 32 17 25 10 21 19 43 15 49 28 51 27 20 1579
internal_value=0.000931483 -0.00333278 0.00167764 0.0164286 0.000953859 -0.0160116 -0.0556987 0.00167828 0.0013105 -0.000871593 0.00615058 0.00283754 0.00614643 0.00256432 0.00890939 -0.00414431 -0.0257315 0.0185812 0.0331885 0.000171504 -0.000540757 9.605e-05 -0.0182138 0.00115967 -0.000632956 -0.0520023 0.0245339 -0.102194 0.00180972 -9.69489e-05
internal_weight=240.157 35.7643 204.393 9.55976 194.833 7.97864 2.98602 186.855 184.824 127.391 57.4327 52.218 47.3274 43.4851 36.9074 24.0025 12.3095 11.6929 12.905 125.743 123.441 121.946 6.69493 115.251 107.042 4.85893 8.20928 2.60532 102.183 95.9721
internal_count=2900 580 2320 41 2279 75 49 2204 2192 1897 295 258 230 208 169 117 60 57 52 1877 1862 1852 64 1788 1718 70 70 55 1648 1599
is_linear=0
shrinkage=0.0961169


Tree=746
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 2 1 2 2 1 1 0 0 0 0 1 2 1 1 0 2 2 1 0 0 0 1 0
split_gain=0.428654 1.98385 0.601279 1.22858 0.830229 2.01811 2.71157 1.6191 1.0635 1.04312 0.663738 0.663115 1.72234 1.8608 0.737952 0.674233 1.73571 1.892 0.789559 2.011 0.797541 1.95565 1.11105 0.660046 0.652751 0.608438 0.664465 0.864386 0.577776 0.783741
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.52428071015000011 0.39971857130000005 41.468518788800004 0.39584144190000009 43.633733172900008 0.4019490434500001 38.115457128050004 40.337496327150006 0.41753240920000007 0.40621538280000008 0.53321756835000012 0.5339660489000001 0.54017843775000018 0.54095685760000012 0.41917906650000009 40.823855932350007 0.42067602765000006 0.42829556000000008 0.54384599265000022 40.621691032550004 40.580626202750004 0.42067602765000006 0.57507260265000015 0.55671985870000007 0.55980359870000018 0.46208197360000008 0.56704889075000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 -4 5 6 -5 -7 -6 -8 -3 12 -10 -14 -13 -16 -17 -18 20 -20 24 -22 23 25 -19 26 -23 -28 29 -29
right_child=1 2 3 4 8 7 9 -9 11 -11 -12 14 13 -15 15 16 17 18 19 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00017599206386500972 -0.0021871016646530708 0.00010792872594399237 0.0024318880083240577 0.001484862768226634 0.0014023141183312974 -0.0025179469065586004 9.4451447296767368e-05 -0.00032307627620803886 0.00051612375407478304 -0.0023994425096440074 -0.0021565918622170489 0.0015792322280237371 0.00026355422632202188 -0.0024281342528265398 -0.00074373917905164134 0.0021055644831981875 -0.0026566441090417445 -0.00018355763619923063 0.0018750387398296601 0.00019046612885534632 0.0022823801879923843 -0.00092829640142322615 -0.0021680517374667572 0.0018159487562735899 -0.001503684528072951 -0.0013815765259261171 0.0014882589754516057 -0.0011111958196992969 0.001001141007487185 0.00036853246336684487
leaf_weight=180.99918787451315 1.5521820443682361 1.0022135316976335 0.84098817396443237 3.3823710945434851 2.4247873798012725 2.4113788548856974 1.2580921868793669 2.783958581276238 3.6697583028580985 1.3227962758392093 0.98839128966210399 1.3548026660719177 1.6638787954580037 2.4288547754404135 3.3174200870562336 1.7200298905372609 0.93709591077640553 3.2820302546024349 2.9727271664887658 32.633674641481775 1.4173835888504971 2.1389848752878562 0.96182193180720865 0.73852148896548975 2.5658523587335367 1.2635888057975524 1.8350537708029131 2.5844646914629266 1.6427145181514786 2.9434800471644849
leaf_count=1373 56 19 11 19 17 37 23 38 27 22 56 23 26 56 29 6 15 20 13 515 5 36 23 7 27 295 17 39 20 30
internal_value=0.000120994 1.04364e-05 4.89841e-05 7.35041e-05 5.03489e-05 -0.000448438 0.000329889 -0.00134181 0.00012506 -0.00118376 -0.00101647 8.20885e-05 -0.000459262 -0.00133384 0.000147432 0.000116619 0.000164478 0.000106832 0.00015228 0.000331109 -0.000145628 8.68243e-05 -0.000133746 1.5084e-05 -0.000762784 -9.21006e-05 5.41005e-05 0.000287434 -1.98712e-05 -0.000323281
internal_weight=271.038 90.0393 88.4871 86.4965 85.6555 11.1586 5.96326 5.19534 74.4969 2.58089 1.9906 72.0721 7.76249 4.09273 64.3096 62.9548 59.6374 57.9174 56.9803 35.6064 21.3739 15.526 14.1086 13.1468 5.84788 12.4083 11.1447 9.00571 7.17066 5.52794
internal_count=2900 1527 1471 1396 1385 139 64 75 1246 45 75 1229 109 82 1120 1097 1068 1062 1047 528 519 472 467 444 47 437 142 106 89 69
is_linear=0
shrinkage=0.00196078


Tree=747
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 0 0 0 1 1 2 2 0 0 0 2 2 0 1 2 2 0 0 2 1 1 1 1 1 1
split_gain=0.0827515 0.519873 0.214255 0.240562 0.110273 0.170359 0.0817887 0.222084 0.644134 0.50581 0.417692 1.08653 0.392407 2.46107 0.367437 0.368593 0.530153 0.624944 1.01483 0.307312 0.211402 0.199965 0.321225 0.720019 0.734779 0.346179 0.268578 1.31805 0.80015 0.637235
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 0.4019490434500001 0.56793209785000009 0.47727612945000003 0.47577916830000005 0.34479506600000004 0.34512439750000007 38.938637541200009 39.039757512550004 0.47305469895000007 0.46594413340000007 0.43780126340000008 39.995120105550008 44.921040431000009 0.41197868325000003 0.31148768000000004 37.511241581900002 41.755948821900006 0.47796473160000008 0.47886290830000006 39.56957118270001 0.34488488370000009 0.34560342505000002 0.35585760905000008 0.35759408400000009 0.34988473400000003 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 7 10 -9 -10 19 -12 13 14 15 -13 17 18 -17 -4 -11 -8 23 -23 -25 -26 28 -28 -24 -29
right_child=2 4 6 -5 5 -7 21 8 9 20 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 26 24 25 -27 27 29 -30 -31
leaf_value=-0.058582930268293316 -0.0014664638519675355 0.097346581785001662 -0.0015324370355018948 0.052770521837429342 -0.097769498483468109 0.060963480954658589 0.013528367198597326 -0.062779857676068501 0.021481081036073706 -0.05773014636720656 0.11081711345304124 0.057691990507832039 0.02111689805237665 -0.13620949361110565 0.031311783613462423 -0.095940291057377752 0.0026220330142489316 -0.08989555159212187 0.11238919707090841 -0.053645371860356519 -0.010820491830186763 0.031414525596013862 0.0036655933906508836 -0.0049149583975166174 -0.11855877463759418 -0.042930441318100032 -0.089931509994377046 0.06145161478581955 0.046201508623007315 -0.00068354611710908268
leaf_weight=1.0300839385636198 1.3548915936453334 0.25735389441251744 1.9770512358227308 1.4395377553291835 0.082588099015993066 0.19154852505516828 11.069231685250996 1.9549726552213522 3.5994994780048728 1.2765950569882991 0.81202406808734195 0.76358664501458662 6.3404408136848351 1.1487569345626969 3.3240992799401274 0.37813010226818589 7.3620553079526871 1.2897485332214271 0.422615647315979 1.8881908868497701 2.292181255761534 1.6954782977700222 54.758375832112506 2.4447643645107746 1.0062796028796586 1.0614779968746004 1.4056852096691717 1.4252545125782479 4.0539294816553584 121.40119454207115
leaf_count=66 36 2 40 36 20 92 53 14 27 10 4 5 53 18 45 106 62 48 1 29 45 9 273 14 23 17 15 9 31 1697
internal_value=0.000903949 -0.0202936 0.00104306 0.0264735 0.0539151 0.0131426 0.00074086 -0.00339113 -0.0157742 -0.0029546 0.0010036 0.00595756 0.00190854 -0.00638266 0.00463188 -0.00404916 -0.00903667 -0.0500949 0.0140113 -0.0269899 -0.0276007 0.00145929 0.000753379 -0.019914 -0.0391996 -0.0797352 0.00145432 -0.00098054 0.00659759 3.74584e-05
internal_weight=239.508 1.56157 237.946 2.79443 0.531491 0.274137 235.152 34.8299 9.12325 7.16828 25.7067 21.8415 21.0294 14.689 13.5402 10.2161 9.45255 2.09049 0.800746 3.86524 3.56878 200.322 189.252 6.208 4.51252 2.06776 183.044 124.232 58.8123 122.826
internal_count=2900 180 2720 72 114 112 2648 507 96 82 411 342 338 285 267 222 217 155 107 69 55 2141 2088 63 54 40 2025 1721 304 1706
is_linear=0
shrinkage=0.0923845


Tree=748
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 0 0 0 0 1 1 2 0 2 2 0 0 2 0 2 0 1 0 0 2 0 0 0 0
split_gain=0.0759997 0.195099 0.36054 0.270993 0.125237 0.27821 0.366722 0.238619 0.117885 0.093968 0.294388 0.940279 0.432371 0.598589 0.93283 0.71758 0.511053 0.201993 0.320052 0.306311 0.524148 0.320164 0.451957 0.408728 0.426898 0.622553 0.50004 0.568254 0.307173 0.550666
threshold=0.62406814170000013 0.49703601690000004 45.673096293200011 0.59210802070000013 0.66697104880000013 0.49901200560000009 0.64899254515000016 0.6461932277500001 0.63075955810000017 0.58736265385000019 0.43808568605000003 0.44922307715000004 47.480720532750006 0.61802041855000012 46.377258487500008 44.710446918150005 0.59879943715000017 0.57995269605000022 42.686561923500008 0.57507260265000015 40.922041107600009 0.56915960600000015 0.44751654140000008 0.56704889075000009 0.56369569775000017 42.233786329550007 0.56276758185000009 0.56055207925000017 0.55609113500000007 0.54910032635000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 -3 7 8 -7 17 -11 -12 13 14 15 16 -13 19 -19 21 -21 23 -23 24 26 -26 27 28 29 -1
right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013164894482587039 0.0094464553614711268 0.053511663155026895 -0.10485957410271017 -0.11067146112563084 0.038065849947947317 0.029153978630447861 -0.10956814929557213 0.095375187961276628 -0.096943235512737938 0.073236711043899491 -0.12383139259502314 0.0047956242034258509 0.046988723754617115 0.076092857722699636 -0.16672852999566112 0.07222528348459184 -0.10295011697316488 0.0069828282912226631 -0.055434734380823962 0.076554762656284192 -0.011529278527158213 -0.04850198247716303 0.015101524266033218 0.037582378819322464 -0.070411442834662122 0.010853216136039833 0.039065905576691873 -0.046197998661682817 0.022912962157283851 -0.029494648931140909
leaf_weight=199.8511162081868 0.44537115191542342 0.39534357003867648 0.46034466405399144 0.1632324246452298 0.81179107918342186 0.10823854373302311 0.34381393050080078 0.18013456089101965 0.13882941185511299 0.58241696277400379 0.42589732588385221 0.89155084124195239 2.1813302865484729 0.59607116562256113 0.33028900437057007 0.70004393905401219 0.60700197801270406 1.3593458573486707 1.3365089336875824 1.1593317754486627 1.0617153744678942 2.4772960679838429 1.4546738283606826 2.491228117956779 1.6636929323140059 1.445047848857939 2.8187304558232418 2.1016313382133367 5.1815005190437651 4.8745747009452307
leaf_count=1859 36 3 13 79 89 14 56 6 31 10 15 49 38 19 6 4 103 46 32 31 25 33 23 34 33 11 22 23 67 90
internal_value=0.000801013 -0.0134115 -0.0486514 0.0014935 0.0107491 -0.00826347 -0.0399391 0.0160986 -0.041701 0.000984835 0.0118846 0.00565092 0.0160435 -0.00555731 -0.0248027 -0.00348154 -0.0388477 0.000684641 -0.0239616 0.000977881 0.0344484 0.00064654 -0.0249712 0.00110351 0.000686517 -0.0326369 0.00116874 0.00066488 0.00113408 0.000582868
internal_weight=238.638 3.0471 0.905716 2.14138 1.97815 1.16636 0.771016 0.427203 0.247068 235.591 6.3146 5.73218 5.30629 3.12496 2.52889 2.1986 1.49855 229.276 2.69585 226.581 2.22105 224.359 3.93197 220.428 217.936 3.10874 214.828 212.009 209.907 204.726
internal_count=2900 327 49 278 199 110 107 51 45 2573 244 234 219 181 162 156 152 2329 78 2251 56 2195 56 2139 2105 44 2061 2039 2016 1949
is_linear=0
shrinkage=0.0905731


Tree=749
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 0 0 1 1 2 0 0 2 2 1 0 2 2 2 2 1 2 2 2 2 0 0 0 1
split_gain=0.0685229 0.498406 0.197172 0.331251 0.257347 0.272236 0.240157 0.220285 0.304995 0.151497 0.229229 0.486375 0.263186 0.465096 0.183657 0.161399 1.38836 0.239709 0.488072 0.268355 0.275298 1.80627 0.477193 0.376152 0.541149 0.360555 0.2449 0.183893 0.935971 0.77155
threshold=0.48627286610000009 0.61532588845000014 0.50663153795000015 0.52041855035000018 0.59210802070000013 0.68186581240000022 0.63075955810000017 0.6777042603500002 0.52332265500000019 0.46208197360000008 47.673928029900004 0.56424957340000015 0.58736265385000019 39.211875820650008 49.275256100300005 0.45393850480000009 0.58258734765000009 48.852845034800005 48.461603274950008 47.833738492450003 45.154229826150008 0.41640968835000008 47.001379125850008 44.758188263300006 44.269496632500008 44.086690780350004 0.47778509625000004 0.48041974790000003 0.48015029490000011 0.35319301815000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 6 -4 5 7 -3 8 -5 14 11 -11 13 -13 15 17 -17 18 19 20 23 22 -22 24 25 27 -26 28 29 -1
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0043807109839457386 -0.097349110615152723 0.054219914141990622 -0.11150405087543577 0.079316383076674116 -0.1130534089055604 -0.10073547244892694 -0.0099846670599132957 0.10358275347654862 -0.096528611088371144 0.041402739265431775 0.047649026050517816 0.0093075177809060355 0.0043048419584613062 -0.10949018281775345 -0.02322793232974385 -0.10414772162650346 0.019931169126138678 0.020865126130324652 -0.041262977107915877 0.030927678052920397 -0.11036656779186804 0.04594629666646885 -0.027356938244302135 0.036221294096638712 -0.009753149092058563 0.032597088618689887 -0.069872200085424788 0.0026245691739844122 -0.071297434860181294 0.044563891121887841
leaf_weight=49.345987887016236 0.52178945328796489 0.95606655062874857 0.31456442050603051 0.18236689566401765 0.15028818872792726 0.13480828151932656 1.1273018047249932 0.31320815687649883 0.16852056813422678 1.9778281599283207 1.4897570499451829 0.55254947569483215 1.712796320768575 0.62210717482957989 2.8469772065145653 1.1607225837360595 2.5821361960388458 5.3626305079087606 2.4339006922673425 2.6583186229690901 1.4457621526671567 1.9401156329549847 1.0701063894666729 2.7030522580025709 1.0788466899248299 3.230828717671101 1.3603484058694446 143.75455464921106 1.7657497972249974 3.0358641462244114
leaf_count=570 127 22 42 7 79 56 36 7 74 13 14 34 76 21 118 48 35 33 18 21 73 17 31 30 20 27 29 1138 12 72
internal_value=0.000750654 -0.0116877 0.00166618 -0.0276993 7.37696e-05 0.021355 0.0194791 0.0461388 -0.00513662 0.000956193 0.0153067 0.0054034 -0.0192552 -0.0536087 0.000555809 0.000856845 -0.0185478 0.0011852 0.000696212 0.00117479 0.00079947 -0.0223738 -0.075059 0.00130006 0.000836375 0.00137141 -0.0432818 0.000861637 -0.00381871 -0.00154406
internal_weight=238 3.86891 3.34712 1.26376 0.949192 0.798904 2.08337 0.664096 0.350887 234.131 6.35504 4.86528 2.88745 1.17466 227.776 224.929 3.74286 221.186 215.823 213.39 210.731 4.45598 2.51587 206.275 203.572 201.133 2.4392 197.902 54.1476 52.3819
internal_count=2900 450 323 265 223 144 58 88 81 2450 158 144 131 55 2292 2174 83 2091 2058 2040 2019 121 104 1898 1868 1819 49 1792 654 642
is_linear=0
shrinkage=0.0942322


Tree=750
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 1 1 1 0 0 2 0 1 1 1 0 0 0 2 0 2 2 2 0 1 0 1 1 2
split_gain=0.432671 2.47657 0.519519 1.81388 2.39222 3.47861 1.34876 1.31493 0.778536 0.591795 1.8122 1.04835 2.09655 2.04704 0.508036 1.09464 1.08203 0.591338 1.39872 1.2259 0.846832 0.486736 1.78649 0.996577 0.435147 0.408835 0.396534 0.497818 0.382713 0.379757
threshold=42.773538294100007 42.852084787850011 0.34560342505000002 0.47997065955000012 43.968221017800005 0.34458549145000011 0.34620220950000008 0.34479506600000004 0.34427112960000006 0.47778509625000004 0.48140774230000011 43.124157941850008 0.50356276755000018 0.35675578575000005 0.3982365797500001 0.39167988980000007 0.55335169605000012 0.55754318735000019 0.57811143375000007 44.215931556700006 0.53136133645000017 47.833738492450003 43.45354240915001 43.968221017800005 0.52607706355000017 0.44578006650000007 0.58859016195000013 0.47777012665000013 0.34193587020000005 44.710446918150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 -2 3 4 5 8 -4 -6 28 -8 -11 12 -12 -13 15 21 -17 19 25 -16 -21 22 -15 -24 -14 -19 -1 -28 -3 -20
right_child=1 2 6 -5 7 -7 9 -9 -10 10 11 13 24 14 17 16 -18 18 29 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00017389334143514356 -0.0024749290198164803 -0.0021363311479860141 -0.0010533355968423076 0.0011901400154657904 2.1109803793008146e-05 -0.0030818470266674026 -0.00082441697315869709 0.0015833629716062697 0.002041353217176392 0.0016910664478373509 -0.0030220484151802663 0.0014931171628633051 0.00089928023461363085 0.0012699664440511637 0.0010563011620151972 -0.0023278406350010234 0.00019552211575800418 -0.0023800489164540993 -0.00095307117837432865 -0.002076719214457299 0.00012013425028106337 0.00057447888272977752 -0.00028874330734882488 -0.0025581944040361329 -0.00062172463163439218 -0.00067166273152974049 -0.002075754445409206 -5.7241381276295051e-05 0.0004491120338039252 0.00023227476348722484
leaf_weight=195.96442991450749 1.5349945131747507 0.36703281046357294 4.8161376039497545 6.2269491869956246 9.0320595721132104 2.1261355022434145 2.8905456258798941 2.6877791807055464 0.82288869470357895 2.5654000602662554 1.2836204841732968 3.6548802927136412 1.1767618805170061 1.5624071434140185 5.7670322819612938 1.8614557688706557 1.0066626667976377 1.1742062899284058 1.1514687754970498 0.86547761867404949 3.0590441722888499 3.1183262635022402 1.6447303444147112 1.3582885595969854 1.8760716169999794 0.9948688382282852 0.66607124149959362 1.5937571494996516 0.54993720352649689 10.652525473909916
leaf_count=1581 22 54 39 23 95 38 33 10 3 9 11 16 11 8 37 47 14 26 40 72 34 21 9 49 35 20 68 272 2 201
internal_value=0.000116289 -9.67808e-06 4.12576e-05 0.000295588 -6.18089e-05 -0.00139931 -6.44525e-05 0.00037939 0.00065677 3.54682e-05 9.09821e-05 -6.27135e-06 -0.00091949 9.82965e-05 -5.06931e-05 -0.000408496 -0.00144218 0.000108849 -0.000149287 0.000481023 -0.000364339 -2.26522e-05 -0.000430511 -0.00131523 -3.54298e-05 -0.00159648 0.000164476 -0.000652186 -0.000585755 0.000116645
internal_weight=274.052 75.8277 74.2927 21.8128 15.5858 3.86599 52.4799 11.7198 1.73986 47.6638 44.7732 42.2078 4.33645 37.8714 34.2165 10.5519 2.86812 23.6646 13.9731 9.69155 3.92452 7.68375 4.56543 3.00302 3.05283 2.16908 198.224 2.25983 0.91697 11.804
internal_count=2900 979 957 225 202 97 732 105 59 693 660 651 57 594 578 148 61 430 287 143 106 87 66 58 46 46 1921 340 56 241
is_linear=0
shrinkage=0.00196078


Tree=751
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 1 0 2 1 0 0 1 2 0 1 2 2 2 2 1 1 1 2 1 0 1 2 2
split_gain=0.069154 1.2986 0.482399 0.37408 0.335562 0.295881 1.31071 0.502914 1.17039 1.49233 0.803688 0.643023 0.620075 1.03188 0.803335 0.792005 0.52194 0.51663 0.614655 0.461656 1.85756 0.643314 0.64463 0.412431 0.392884 0.898109 1.50225 1.16978 0.604499 0.523845
threshold=41.21013581150001 41.134354310300004 41.028010303750008 41.348489042950007 0.34632196640000007 0.54095685760000012 0.54317236010000014 0.4211999641000001 0.55671985870000007 38.994321257850011 0.41985269900000005 0.55980359870000018 0.56704889075000009 0.45521092180000006 40.742467179200005 0.56915960600000015 0.41753240920000007 39.420767558750008 40.036761086100007 40.305698932850007 40.496232821400007 0.34515433670000012 0.3459626957000001 0.49091344570000006 39.420767558750008 0.38906020780000011 0.50300889195000009 0.34524415440000006 39.268993001500007 39.893178577750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 19 -7 10 9 -9 16 -10 13 -13 15 -14 -8 23 -19 24 -21 -22 -23 -17 28 26 27 -26 -1 -29
right_child=3 -3 -4 -5 -6 6 7 8 11 -11 -12 12 14 -15 -16 17 -18 18 -20 20 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0032117764363803615 -0.0061554593832338408 0.054391509863027022 -0.031940606163988514 0.00046876569523349274 -0.049118732911348724 -0.068719134929364087 0.036649217283374669 0.009894067422651481 0.052498531502722483 -0.10422023995303788 0.064304721804704895 -0.065233833664554874 0.054658947571311095 0.031444154216326861 0.077249167207846886 -0.10689464364915036 -0.046922328230795785 0.042592223246100118 -0.062348969367871113 0.067325591237347965 -0.037224642171913312 0.042754673017979222 -0.011837787108383678 0.023222142177428844 0.0079831071296575292 -0.048698628126507687 0.048531423066156099 -0.082908791748907501 0.050394470494617816 -0.021871060657150915
leaf_weight=39.504259817065758 4.2055476733949027 3.9616922919230992 3.7698601563770344 122.59440767277192 2.45869741064962 2.6357605283847105 1.1468363681269722 1.8215345047065086 2.1440171658177851 2.1123818950727582 2.4141711760312319 2.6474669769959274 1.4096791615011168 1.4629513560430494 1.3923671071170245 0.90761294529784231 1.4370705853798424 1.1793293920181893 0.79916910836982413 4.6851560095092273 3.1862036439124477 3.3140813373029232 4.1674675601534545 0.26969499250276385 6.7594021868426371 4.0356373060494652 4.0604923069477072 2.3430569578194991 2.4619812145829192 2.4600503442343324
leaf_count=422 26 22 34 1529 29 19 25 29 21 22 13 39 21 20 26 133 18 23 38 32 25 15 35 137 37 35 22 20 12 21
internal_value=0.000753499 0.00247333 0.000505584 -0.00068999 -0.0220063 0.00171956 -0.00728775 0.000370039 -0.00755709 -0.0513815 0.0259785 0.00655997 -0.00322255 -0.0308249 0.0158207 -0.00291351 -0.00983009 -0.0286308 0.000203634 0.00450211 0.0188358 -0.00246035 0.0123449 -0.0770878 0.000931079 -0.00984663 0.000189373 -0.0167873 0.00597978 -0.0516466
internal_weight=237.748 108.489 104.528 129.259 6.66425 100.758 23.78 21.1443 16.1462 3.93392 4.99808 12.2123 10.0683 4.11042 5.95785 4.56549 2.58391 3.15581 1.9785 76.9778 15.3529 10.6678 7.48155 1.17731 61.6249 19.6586 15.623 11.5625 41.9662 4.80311
internal_count=2900 1316 1294 1584 55 1260 584 565 509 51 56 458 437 59 378 352 43 331 61 676 107 75 50 270 569 135 100 78 434 41
is_linear=0
shrinkage=0.0923845


Tree=752
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 0 2 0 1 0 2 1 0 0 0 1 1 1 0 1 2 0 0 0 2 2 0 0 2
split_gain=0.345735 1.38513 0.564788 0.593066 2.13665 2.0155 0.550157 6.23533 1.50015 1.19173 1.81689 1.67897 1.47875 2.45961 0.757496 2.77394 0.754184 0.715064 2.7618 1.6256 0.573261 1.91349 0.899218 0.640011 0.488986 0.450653 1.30079 0.435362 2.35457 1.60511
threshold=42.178283198950005 42.233786329550007 42.027086531450003 0.36000419150000007 0.49588335680000006 0.49128768600000011 0.48218616210000004 41.322103772800006 0.48181192180000004 0.34515433670000012 0.47976108500000009 40.982542372850013 0.34554354660000003 0.47868327295000007 0.47943175355000006 0.47851860725000006 0.34545372890000009 0.34500464060000008 0.34458549145000011 0.47739588635000008 0.32272985840000007 39.420767558750008 0.43563066975000003 0.46928235680000008 0.48320409570000006 35.818873074050011 41.24714903835001 0.47997065955000012 0.48015029490000011 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 8 -8 9 10 14 12 -11 -14 15 17 -13 18 19 20 22 23 25 -22 -4 -1 -27 29 -29 -3
right_child=1 27 24 4 -6 -7 7 -9 -10 11 -12 16 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00094643486290367452 -0.0019186520640394366 -0.00061671267602125574 0.00013874894505434425 -0.0026909508737542396 7.2861404424211235e-05 0.0016515482285818057 0.00071241319105155604 -0.0021364552566492017 0.0015478266603709647 0.00057297475263784622 -0.0016841989046017585 0.001549555585579098 0.00070919536623602613 -0.0024371576372541654 0.0011765631905629942 -0.0022194974734995243 0.00057157669255101715 0.0012012402653813906 -0.0016338542404999586 0.001912980430955692 -0.00032074219173127371 -0.0018565206355703118 0.001897867409693075 0.00089455745154916149 0.0011388770354142127 -0.0026995491748909384 0.00081595357433041451 0.0024582686030861513 8.0662998321970482e-05 0.00027973705930667584
leaf_weight=1.263489879667776 1.3920668752980407 14.539300211399679 3.4053827037860165 1.0882765439746425 90.984566569634808 3.8871212825179091 9.803409166634081 4.2274891659617415 3.4144690558314315 5.5833067406420032 2.4315953999757758 5.7085023126564902 1.7520000218937641 2.100457888096571 2.2489062547683707 2.0046525653451672 6.4650933519005775 2.4026470662793136 3.0729051126691038 2.3237114548683158 3.0686884066672047 1.9750972590409217 1.5731939971446989 3.6448426991701126 4.1946128456038423 0.67867204593494523 1.0022687219898214 1.6400637850165356 67.877783080890367 16.275050448602997
leaf_count=19 22 233 25 32 1082 29 47 25 10 30 14 23 32 18 8 15 31 17 24 7 55 26 6 15 30 26 22 4 838 135
internal_value=0.000114259 2.38116e-05 0.000168283 0.000143879 4.01939e-05 0.000279038 0.000199105 -0.000145947 0.000290947 0.000203897 -6.54106e-05 0.000548993 -7.18058e-05 -0.00100628 9.0424e-05 -1.57302e-05 0.00103018 0.000194585 6.45713e-05 0.000400638 0.000134533 -0.000160042 0.000701081 0.000339056 0.000690743 6.16442e-05 -0.000603414 5.07624e-05 0.000136755 -0.00014324
internal_weight=272.03 101.724 170.305 162.705 92.0728 70.6325 66.7454 14.0309 52.7145 49.3 27.6907 21.6094 9.43576 3.85246 25.2591 23.0102 12.1736 21.0055 18.6029 15.53 13.2063 8.68863 4.51762 6.71353 7.6 2.94443 1.68094 100.332 69.5178 30.8144
internal_count=2900 1232 1668 1613 1114 499 470 72 398 388 254 134 80 50 240 232 54 217 200 176 169 96 73 70 55 67 48 1210 842 368
is_linear=0
shrinkage=0.00196078


Tree=753
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 1 1 1 1 2 2 1 2 0 0 1 1 1 0 1 0 0 0 0 1 2 1 2
split_gain=0.396095 0.974341 0.576066 1.14465 1.01877 2.66575 1.05734 0.9382 0.69793 0.671731 3.58035 1.60191 1.13901 0.90385 0.604642 1.62524 1.70953 0.865137 0.475333 0.496042 0.806902 1.17387 0.525973 1.98209 1.07867 2.0341 1.04275 1.34964 0.450581 0.422922
threshold=42.564639561200003 42.541806567400009 42.988308018450006 42.898324343550009 0.34744468730000005 0.34581299960000006 0.52468488970000016 0.42067602765000006 0.34491482290000003 0.34587287805000005 0.34632196640000007 43.061965423550006 43.124157941850008 0.36195024100000012 43.740100730350001 0.47997065955000012 0.47305469895000007 0.34479506600000004 0.36927038110000004 0.37668033890000002 0.52290350590000012 0.38185982460000006 0.55754318735000019 0.57811143375000007 0.54191491270000014 0.53592706805000012 0.3982365797500001 44.611732354850012 0.44751654140000008 48.315732392000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -6 -8 -2 11 -11 -4 -12 -14 15 16 -13 29 -15 -20 21 -21 24 28 25 26 -22 -28 -24 -16
right_child=2 -3 9 -5 6 -7 7 -9 -10 10 12 14 13 18 17 -17 -18 -19 19 20 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00014165433432300167 0.00016677185280803591 0.0013326679863251995 0.0019069235080714504 -0.0017432135769270207 -0.0019589046301566877 0.0014562890771918345 0.00089992993201707099 -0.0010448201158509095 -0.0014248027935491129 -0.003131513067064497 -0.001251143324456011 0.00090819158527887097 0.00075746303905498981 -0.0011378974349822791 -0.00081448519764227992 0.00052940046099261829 -0.0028889722146465029 0.0009119710802035591 0.0009764909959142443 0.00028500791239190724 -0.00049611807287822584 -0.0027104049916757333 -0.002367144593327502 0.0001312415346583549 0.0010841880275538314 -0.0016690717947544468 0.0020212420224893579 -8.7921759892778839e-06 -0.00057880459810189812 0.00020019734522621081
leaf_weight=185.69577291166752 1.813601829227993 2.6789068343350655 2.2795228135073584 1.9547532904907701 1.9305944307707239 3.9815044552087784 1.7144672349095347 2.1494349012718885 2.5468999748118222 1.4173503601923574 2.4935151046011006 0.65971345771686474 6.9612537035718551 1.3976090204669152 2.0093901766813342 2.9573081880807877 1.4751178354490546 6.5390919549390665 1.9977126587182272 0.99317478993907871 3.0134402317926305 1.0191552228934595 1.7143773646093898 10.929714953970686 4.6933292273897669 2.3140696075279257 2.4121299535036087 2.6341743572556879 0.79185974225401867 7.3780860339757055
leaf_count=1822 15 11 11 33 19 15 14 36 33 15 29 32 37 33 72 11 34 28 16 16 37 53 44 241 42 24 8 62 14 43
internal_value=0.000108625 0.000158592 -3.19906e-06 -0.000336855 -0.000142388 0.000296313 -0.000773962 -0.000181907 -0.000762842 7.5662e-05 -6.48197e-05 0.00034569 3.54116e-05 0.000113902 0.000176371 -0.000411777 -0.00171556 0.000364417 -1.82098e-05 2.99211e-05 -3.20467e-05 -0.00123203 5.26729e-05 -0.00022939 0.0003042 -4.86834e-05 0.000416554 0.000961563 -0.00180211 -1.69955e-05
internal_weight=272.547 188.375 84.1724 16.0913 14.1365 8.34201 5.7945 3.8639 4.3605 68.0811 44.7829 23.2982 43.3655 40.872 21.0187 5.09214 2.13483 15.9266 33.9107 32.5131 30.5154 2.01233 28.5031 13.436 15.0671 10.3738 8.05974 5.0463 2.50624 9.38748
internal_count=2900 1833 1067 165 132 63 69 50 48 902 671 231 656 627 220 77 66 143 590 557 541 69 472 299 173 131 107 70 58 115
is_linear=0
shrinkage=0.00196078


Tree=754
num_leaves=31
num_cat=0
split_feature=0 2 1 0 2 2 2 0 1 0 0 2 0 1 2 1 1 2 0 0 2 2 0 2 2 2 2 2 1 1
split_gain=0.0718097 0.206398 0.510671 0.226714 0.220081 0.185257 0.128737 0.289172 0.105274 1.54162 0.952123 1.16191 0.939016 2.11648 1.96221 0.738344 0.682577 0.570128 0.688035 1.03259 0.451696 0.549624 1.04387 0.47049 1.0833 0.581901 2.03019 1.33928 0.938785 0.901773
threshold=0.62143349005000015 46.177190236600005 0.5024400467000002 0.66294422320000013 45.027406014450008 40.79983011445001 40.742467179200005 0.62406814170000013 0.41917906650000009 0.54017843775000018 0.54511840960000013 40.878805547300004 0.53905571685000009 0.40621538280000008 38.994321257850011 0.41367024935000007 0.42440346100000009 38.386256906100009 0.55892039160000018 0.56369569775000017 38.938637541200009 39.995120105550008 0.56704889075000009 40.380906245900007 40.823855932350007 41.322103772800006 41.840895355800008 42.297164883650005 0.43625939340000008 0.4323972336000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 5 6 7 -2 12 16 11 -11 15 -14 -15 -1 -10 18 -12 -20 -19 22 -22 -23 -25 29 -27 -28 -29 -26
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 17 -13 13 14 -16 -17 -18 20 19 -21 21 23 -24 24 25 26 27 28 -30 -31
leaf_value=0.00082470073666504606 0.069434762021039292 -0.11176824699914464 -0.0018075732313790895 -0.11208755675737317 0.073889462568143799 -0.099044797077080776 0.10099302534406795 -0.10301928283546818 0.017016419259250581 0.0076958772687800402 -0.12383903535231232 0.074953738162873776 0.010821845058062617 0.010875492820150512 -0.13117633482309368 0.052071790196102447 -0.11870002334955383 0.044302143028981979 0.061217506258709864 -0.080760887090419106 -0.068601970012994257 0.051608032294277864 0.028724227509382728 -0.067570755461493964 0.076858818244660856 -0.079175154548250137 0.071400335534764423 -0.070337771074928016 0.0089218780469715025 0.00063133889696049173
leaf_weight=173.29329845951543 0.19580843829316952 0.54930990911088873 1.3468945283311766 0.11641231223484272 0.53938492387533188 0.15969992264581379 0.13272672891616821 0.16596301673962444 0.46410042268689622 5.8669329502154124 0.69641383655834888 3.9844983648508787 5.1244850145885703 1.3661005885951456 2.6237787136051338 2.6368054462509454 1.3051853259166817 2.4587889172562418 0.91619883711973649 0.97884218458193573 2.6044072145596138 1.97822588412055 1.6715001747998028 1.8678622094885238 2.612459376454356 2.5740787434169787 2.9411299316561808 1.5573336518136773 12.163870269570905 3.1777280456553854
leaf_count=1598 7 16 88 107 4 47 1 68 5 32 31 21 68 24 48 24 81 24 13 142 35 23 31 35 8 38 29 25 193 34
internal_value=0.000895176 -0.0133922 -0.033662 0.0159482 0.0284357 -0.00904076 0.0200264 -0.0096787 0.00109022 0.00501206 0.0082565 0.0348989 3.43378e-05 -0.0300475 -0.082539 0.00159278 -0.0831003 0.00138545 -0.0421416 -0.0121183 0.00455329 0.00160493 -0.0305561 0.00636782 0.00304017 0.00831022 0.000269269 0.0125422 -7.39593e-05 0.0350242
internal_weight=238.07 3.2062 1.8962 1.31 1.19358 0.654198 0.494498 0.361771 234.864 49.8196 48.0503 9.85143 185.044 9.11436 3.98988 175.93 1.76929 38.1988 2.59145 1.89504 35.6074 33.1486 4.27591 28.8727 26.8945 25.0266 19.2364 16.6623 13.7212 5.79019
internal_count=2900 338 104 234 127 123 76 75 2562 800 714 53 1762 140 72 1622 86 661 186 155 475 451 66 385 362 327 285 247 218 42
is_linear=0
shrinkage=0.0961169


Tree=755
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 2 2 1 1 0 1 2 2 2 2 1 1 1 1 0 0 2 1 1 2 0 1 1 0 0
split_gain=0.0710491 0.192009 0.162819 0.0935607 0.221335 0.218552 0.227527 0.277983 0.265677 0.545875 0.599528 0.70108 0.520034 0.205186 0.51963 0.489834 0.859939 0.264477 0.254979 0.341108 0.461425 0.296937 0.303057 0.457305 1.09044 1.09986 0.530405 0.472569 0.303897 0.702198
threshold=50.666627092000006 0.48363821445000005 51.779769178100004 49.49736495185001 48.988717865950008 48.680511450650009 45.673096293200011 0.36501901140000009 0.37668033890000002 0.54191491270000014 0.43967246490000006 47.480720532750006 47.001379125850008 44.758188263300006 44.421469061800003 0.35877668335000007 0.41753240920000007 0.34566330350000002 0.46613873835000008 0.58736265385000019 0.58859016195000013 44.086690780350004 0.45772581660000006 0.45206730335000006 38.771633980050005 0.56501302355000016 0.44705248345000009 0.43887907550000005 0.56501302355000016 0.55041765215000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 13 -8 -9 12 -11 -12 -10 14 18 -15 -17 -16 21 -20 -21 22 23 26 -25 -26 27 28 29 -1
right_child=1 2 -4 -5 -6 -7 7 8 9 10 11 -13 -14 15 17 16 -18 -19 19 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0014982586682859497 -0.092120233004622368 0.023670288505842567 -0.035480483884561737 0.016667554917085055 -0.023501563452391124 0.018538242852303873 -0.048986067879334114 0.031916757978429945 0.0013625988279275364 0.047390560747567728 -0.076697955722708475 0.018760238096590994 -0.10812951464285442 0.055526542659666826 -0.010135383906348052 -0.063587085335757604 0.041181458471373548 -0.079486021558168612 -0.096208752797502545 0.091178811990335853 -0.032103660058735717 0.025720792641267011 0.024737570379138048 0.038059760834926404 -0.13606010355600653 -0.012147782226361214 0.033854152106073766 -0.031787661636988172 0.02809735147366221 -0.031510364322898374
leaf_weight=178.04261790266719 0.2428824019516459 0.77616351097822167 0.75125107445637695 3.0454989093122995 3.0619738382811184 5.6917899949476114 1.5327051434433068 1.224291995516978 0.61302806087769546 1.5187250194139776 1.1544334947029713 1.3924500962311865 0.84821706172078848 1.8807077078381542 0.83680245022696798 1.1517643211409452 1.4540840288100296 0.97874292006599717 0.4889838228959883 0.30198572541121382 1.4209566396893931 4.0611616699607103 4.3127829556888164 1.2213404913345578 1.0576755110523666 1.322274806210771 3.9635074034740674 3.6746685494581461 3.3372375473118145 5.4487203492462859
leaf_count=1534 74 21 36 66 45 33 31 18 27 19 31 28 22 20 11 26 20 33 63 5 347 36 56 21 19 21 34 52 41 110
internal_value=0.00075948 -0.0173175 -0.00542272 0.000895634 0.000688588 0.00101213 0.000565282 -0.0141642 -0.00625869 -0.0147152 0.00234977 -0.0245084 -0.0621949 0.00113292 0.000724356 0.0202991 -0.00512541 -0.0475216 0.00114416 -0.0294439 -0.0104955 0.00147189 0.00098529 0.000468102 -0.0315127 -0.0672158 0.00106035 0.000378057 0.00101071 0.000518077
internal_weight=236.809 1.7703 1.52741 235.039 231.994 228.932 223.24 8.28385 6.75115 5.52685 4.06561 2.54688 1.46125 214.956 210.469 4.48656 2.60585 1.81555 208.654 2.21193 1.72294 206.442 202.381 198.068 3.60129 2.37995 194.467 190.503 186.829 183.491
internal_count=2900 131 57 2769 2703 2658 2625 176 145 127 78 59 49 2449 2383 66 46 44 2339 415 352 1924 1888 1832 61 40 1771 1737 1685 1644
is_linear=0
shrinkage=0.0905731


Tree=756
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 0 0 0 1 2 0 2 2 1 1 0 0 2 1 1 2 2 0 2 0 0 2 1 1 2
split_gain=0.0739234 0.444866 0.193329 0.19773 0.105931 0.149011 0.10285 0.0662241 0.237167 0.368271 0.835836 0.556964 0.464524 0.364655 0.71914 0.25336 0.228695 0.207978 0.796783 0.690548 0.43335 0.528045 0.502859 0.237675 0.178518 0.309994 0.638034 0.611688 0.342009 0.304209
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 0.4019490434500001 0.56793209785000009 0.4447920721000001 0.47727612945000003 0.34524415440000006 42.718072821900002 0.46594413340000007 42.131954243650007 40.982542372850013 0.34506451900000007 0.34482500525000009 0.47648274005000008 0.47440196400000006 38.115457128050004 0.33672644530000007 0.32600820335000008 41.902916368500009 48.315732392000008 0.37331217625000007 41.43512228960001 0.47796473160000008 0.47886290830000006 39.56957118270001 0.34488488370000009 0.34560342505000002 42.448133449100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -3 -6 -1 8 13 11 -11 12 -10 14 15 16 17 18 -4 20 -19 22 -22 -21 29 26 -26 -28 -29 -9
right_child=2 4 7 -5 5 -7 -8 24 9 10 -12 -13 -14 -15 -16 -17 -18 19 -20 23 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0071734960121128278 -1.0790939669502384e-05 0.095023096059385401 -0.031352100934471924 0.048109653613417722 -0.095751245086840145 0.055629154288726744 -0.070913782111517276 0.023623107307894561 0.013189881817896827 0.0071443503887916229 -0.10568199414674886 0.045188008006268945 -0.067960488433647159 0.030624271150895409 -0.061675324818687732 -0.036227442344429248 0.019393611500636496 0.035768555781502093 0.06332451868772318 -0.059266622394196368 0.024325950831925472 0.0047081108747766224 -0.097093810052478552 -0.013580032297532275 0.028136136815165743 0.001182699222866477 -0.0070925018808247553 -0.11481482177723847 -0.039493113477827482 -0.0077455910069795008
leaf_weight=0.28834792083762184 1.377708610084482 0.23754792660474766 1.3442218904383652 1.4251103631299882 0.075559217046247795 0.1814239953721426 0.74223514896766574 7.0676597245037538 1.1168074968300059 1.072308980918024 1.0822965124389154 1.3012173650786278 1.2008960049133746 2.9107143827714017 1.6169453385227814 1.4344873137888488 5.3564625158905974 2.8247599782189345 1.5938256946392355 2.1666302878875281 0.4100015414878706 6.7129998672753572 0.88119656895287335 1.6421060048742218 1.664101019501685 179.97009054928003 2.4156477078795433 0.93450747244060028 1.0503884977661071 3.9555865507572889
leaf_count=41 36 2 29 36 20 92 25 33 26 23 45 14 23 20 25 12 26 34 13 23 11 37 114 32 9 2025 14 23 17 20
internal_value=0.000682106 -0.019194 0.000811358 0.0244563 0.0514227 0.0111197 -0.0530798 0.000525362 -0.00312515 -0.0198842 -0.0495303 -0.00223368 -0.0288574 0.000223561 -0.00318196 0.000699593 0.0030095 -0.00198379 0.0200079 -0.00639791 0.00526903 -0.00549456 -0.0585387 -0.0395692 0.00116759 0.000503994 -0.0196368 -0.0377025 -0.0749553 0.0123667
internal_weight=236.054 1.52511 234.529 2.80282 0.494531 0.256983 1.03058 231.726 34.6679 5.77353 2.15461 3.61892 2.3177 28.8944 25.9836 24.3667 22.9322 17.5757 2.93805 14.6377 10.829 8.0042 1.2912 3.80874 197.058 186.035 6.06464 4.40054 1.9849 11.0232
internal_count=2900 180 2720 72 114 112 66 2648 507 131 68 63 49 376 356 331 319 293 42 251 196 162 125 55 2141 2088 63 54 40 53
is_linear=0
shrinkage=0.0905731


Tree=757
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 1 0 2 1 1 1 1 0 2 1 1 0 0 1 1 1 0 1 0 2 0 1 1 2
split_gain=0.0662804 1.32253 0.860555 0.820665 1.7926 1.78979 0.678955 2.07543 2.41588 0.950725 0.800118 0.633148 0.769597 1.58238 1.50834 0.612013 0.558083 0.669878 0.788004 1.18351 0.677727 0.446484 0.50133 0.564862 0.376153 0.360604 0.345381 0.582395 0.575741 0.442983
threshold=0.41917906650000009 0.54017843775000018 0.54095685760000012 0.53905571685000009 0.40621538280000008 38.994321257850011 0.39971857130000005 0.53592706805000012 43.968221017800005 0.39584144190000009 0.39745815990000005 0.42067602765000006 0.42829556000000008 0.54384599265000022 41.134354310300004 0.42440346100000009 0.39458399450000009 0.52366695610000014 0.52772372085000019 0.38991347565000006 0.39024280710000009 0.38906020780000011 0.51929582950000019 0.38042274180000007 0.55335169605000012 40.580626202750004 0.55980359870000018 0.4323972336000001 0.43625939340000008 41.840895355800008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 -3 6 -5 -6 9 8 -8 16 -11 -4 14 -14 -13 -2 17 20 19 -19 21 22 23 -1 -15 -12 29 -28 -29 -26
right_child=1 2 11 4 5 -7 7 -9 -10 10 25 12 13 24 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0015900111284338936 0.014592998827552946 0.095602670121294281 0.036522901525070664 0.0090148808834093364 0.0099249909525361939 -0.13321937463293651 -0.12384977440450014 0.094628478790278692 0.039093345937396273 -0.10306976210105588 0.022496802523172488 -0.08237164031990378 0.1127289489694065 -0.029411296588547561 0.016391849149852339 -0.12158737761416057 0.045763865749143352 0.0021112102180764199 0.00056455835711090221 -0.11902228974074198 0.039167952848348231 -0.034810467857451143 0.035051490159951036 -0.040957411776783699 -0.00061013770273013002 -0.041382273093606647 0.07294288759781116 -0.073986052175530823 0.0013532370840182986 0.061441677299597222
leaf_weight=136.54896689969428 0.45528935850597818 1.0668512359261502 5.5794274083455084 5.0702495360746962 1.3623378616321136 2.4342113402381074 1.3573356692795631 3.0102885738015175 2.7604450928047299 1.5178733328357328 1.4292775130888915 3.0269196758017634 1.3432536547770713 3.4110465428093439 3.1613845600513741 1.1993674414625273 2.7822693050838998 1.4456119686365121 4.0379696507006884 1.8245819656294768 4.7546676347265011 3.4369127629324785 4.3601282901363438 3.1932685524225226 2.2675461962353429 2.3151886789128184 1.0901057883165801 1.0561234713823093 25.639537277315412 2.33535974053666
leaf_count=1203 5 5 33 68 24 48 33 13 42 41 24 31 6 29 31 81 15 18 37 53 35 20 35 24 41 29 12 19 827 18
internal_value=0.000676256 0.00384167 0.00675379 -0.000213725 -0.029893 -0.081854 0.00129199 0.0315188 -0.0146173 6.78873e-06 -0.0418256 0.0048158 0.000733124 0.00617287 -0.0319169 -0.0841165 0.00136244 0.000588408 -0.028986 -0.0654744 0.0020076 0.000810054 0.00165962 0.000617754 0.00217474 -0.0169994 0.00550125 0.00129827 -0.00162731 0.0308729
internal_weight=235.274 51.6322 49.9776 183.642 8.8668 3.79655 174.775 7.12807 4.11778 167.647 5.26234 48.9107 43.3313 37.143 6.1883 1.65466 162.384 159.602 7.30816 3.27019 152.294 147.539 144.102 139.742 35.7997 3.74447 32.3887 27.7858 26.6957 4.60291
internal_count=2900 1138 1052 1762 140 72 1622 88 75 1534 94 1047 1014 952 62 86 1440 1425 108 71 1317 1282 1262 1227 946 53 917 858 846 59
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 0 2 2 1 1 2 1 2 1 0 0 0 0 0 0 1 2 1 1 2 1 1 2 0
split_gain=0.290861 0.620301 0.744706 0.875616 0.487749 1.79703 1.70381 1.49754 1.53666 1.21417 2.83521 1.17995 1.13506 1.07677 0.815444 1.67983 0.932092 1.24882 2.17781 1.4703 1.10733 1.35805 0.829548 0.662943 0.826825 1.23181 2.34433 0.853236 1.154 1.14802
threshold=42.178283198950005 42.34047585750001 0.34512439750000007 0.41262237660000006 0.47997065955000012 43.968221017800005 0.47905751325000007 42.773538294100007 43.022303514600004 0.3447052483500001 0.34632196640000007 44.157169339850007 0.34566330350000002 42.686561923500008 0.34620220950000008 0.48320409570000006 0.48851830785000006 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.50300889195000009 0.35675578575000005 42.599563320500003 0.36927038110000004 0.38398550940000004 43.061965423550006 0.44489685935000006 0.3982365797500001 47.833738492450003 0.55754318735000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -9 -10 -11 -7 -6 -3 -14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -26 28 -27 -29
right_child=1 4 3 -5 12 11 -8 8 9 10 -12 -13 14 -15 15 16 17 18 19 20 21 22 23 24 25 27 -28 29 -30 -31
leaf_value=0.00016224435144869054 0.00030446100991113112 -0.00036896947637205093 -0.0024942001051663897 -0.00012204929393082579 0.00087179493114280192 0.0015726040504668928 -0.0029268721812992899 -0.003169255294473049 0.00075360616938267182 -0.0028506546671520686 0.00081112439086450285 6.4516742302614047e-05 -0.00075472337329246834 0.0014408478212532877 0.0022245623161321827 -0.0014766902742054334 0.0015492762441836445 -0.0022915879562188024 0.0020497616546857459 -0.0012338441594054708 0.0021228441681188427 0.0006884887855923014 -0.001367159236677845 0.00080564515257385428 -0.0023812520446506954 -0.0017775445112954797 0.0010726773148593924 0.00071201194456116553 0.00012989955197704895 -0.00017331404016621542
leaf_weight=165.27560090108454 1.6170230118441384 3.6002743542776461 1.3152876379899683 1.0974181257333837 7.4645472138654432 2.3409165646880856 1.1974355690181244 1.1628779481980016 1.5796595045540014 1.9599302883725616 1.3891264020930973 13.485645813459994 4.3670175448060027 1.9476354234502649 1.4277062527835358 1.4578521864023049 2.2284849360585204 1.4830266666831438 1.4725341200828541 2.4129783959360784 1.2767497599124897 7.056262237361806 1.4022190256509919 4.3787316880188873 2.2489472208544643 2.1767884055152562 1.1377561506924392 9.5021274686296255 2.7727623857208528 13.823171619173079
leaf_count=1668 14 51 23 18 31 12 14 30 53 40 17 123 21 14 6 18 7 15 4 29 7 57 23 43 36 41 29 124 37 295
internal_value=0.000111618 2.8596e-05 -0.000725163 -0.00141523 5.99898e-05 -0.000154582 -0.000699718 -0.000470595 -0.00114179 -0.000663436 -0.00133182 0.000287579 0.000150317 0.00026638 6.14843e-05 0.000124842 7.01684e-05 0.00011242 4.98126e-05 0.000119734 6.07565e-05 0.000128999 7.17921e-05 -4.4428e-05 7.03546e-06 -0.000103411 -0.00122091 3.04412e-05 -0.000708985 0.000187345
internal_weight=266.058 100.783 4.02973 2.41271 96.7532 28.6635 12.8369 11.6395 6.09159 4.92872 3.34906 15.8266 68.0897 5.54791 60.6251 56.2581 54.8304 53.3725 51.1441 49.661 48.1885 45.7755 44.4988 37.4425 36.0403 31.6616 3.3867 28.2748 4.94955 23.3253
internal_count=2900 1232 55 41 1177 354 219 205 140 110 57 135 823 65 792 771 765 747 740 725 721 692 685 628 605 562 65 497 78 419
is_linear=0
shrinkage=0.00196078


Tree=759
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 1 1 0 2 0 0 0 2 2 0 0 1 1 1 2 2 1 1 1 2 1 2 0 0
split_gain=0.283989 1.25087 1.98058 1.18593 1.07594 0.696287 0.620582 1.13077 0.674605 0.844154 1.564 0.835053 0.671404 0.601412 1.08078 0.559576 1.24749 0.46016 0.757541 1.29965 1.1776 1.36236 0.9912 0.623167 1.40851 1.01104 0.991174 0.557 1.18535 1.27636
threshold=0.37138109635000011 0.51243974730000008 0.5025747732000001 0.36927038110000004 43.082598263550004 0.49588335680000006 0.36543816055000006 0.36597706655000006 0.48543456785000005 41.495754733000005 0.48759019190000008 0.48368312325000012 0.49678153350000009 43.124157941850008 42.541806567400009 0.51700547890000015 0.51929582950000019 0.38906020780000011 0.39971857130000005 0.39584144190000009 43.633733172900008 37.962710038050005 0.4019490434500001 0.39458399450000009 0.39167988980000007 40.496232821400007 0.39024280710000009 40.580626202750004 0.53839705400000015 0.53905571685000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -4 -2 8 -8 11 10 -10 -1 -12 14 -11 -3 -17 -18 19 23 21 -21 -20 24 26 -26 -19 28 -24 -30
right_child=1 15 4 -5 -6 -7 7 -9 9 13 12 -13 -14 -15 -16 16 17 18 22 20 -22 -23 27 -25 25 -27 -28 -29 29 -31
leaf_value=0.0001310395263384823 -0.0008166301949779454 0.00069380668539971338 -0.0025323873867174247 0.0011187032036829902 -0.00031323841523634902 0.00099843294023752764 0.00034546729285685342 -0.0016210214315369705 0.0017960961985627696 0.00033309691157700714 -0.00034189465805958391 -0.00077135686016715729 0.00071694355376195832 0.00062258880857337642 -0.00094453818492987586 -0.0018138105141670103 0.00052571110468498995 -0.00069888612904324518 0.0014113841487058323 0.00012466569883739747 9.0148440552128555e-05 -0.0023477521651002527 -0.0023997517234005347 0.0007778039623163441 3.2751351232952165e-05 -0.0022422352970811804 0.00057020714512981267 0.00023797055756744331 0.0023794409824014046 -0.00013097947650884178
leaf_weight=99.59305197888898 1.2988189593888813 5.835213304962962 2.3732348519843076 5.0078674778342238 1.3001750595285555 2.1705009422730654 2.4225262552499762 2.097678828635253 4.0999416597187546 6.7124107331037539 3.4442262016236764 4.1050736454781136 6.9451672472059727 6.0018232390284529 4.1006477978080511 1.3342214717995364 8.7165859658271057 3.4255651775747591 2.3355967774987212 1.210649316664784 2.4477744079194963 2.9320878963917494 0.85160927276592957 3.4646648121997705 1.2672828299691894 1.8437399936374275 7.6496977098286152 47.042328842258939 0.80627438426018017 22.723645979498542
leaf_count=876 30 37 39 34 29 23 11 33 17 27 25 23 40 31 24 17 57 20 17 21 27 56 16 23 21 48 44 698 2 534
internal_value=0.000122517 5.24465e-05 -0.000743521 0.000181193 -0.00174694 0.000318923 0.000147543 -0.000567116 0.000171472 0.000423743 0.00077061 9.53166e-05 0.000365924 0.00012485 -0.000151422 0.000102368 7.04277e-05 9.39852e-05 5.55858e-05 -0.000245124 -0.000988121 -0.00162523 0.000154416 3.22968e-05 -0.000149776 -0.00131551 0.000177678 0.000113312 -0.000127207 -4.49576e-05
internal_weight=265.56 121.03 7.14273 144.53 3.67341 3.46932 139.523 4.52021 135.002 31.3042 14.4893 103.698 10.3894 16.8149 10.8131 113.887 108.052 106.718 98.0009 24.2415 6.59051 4.14274 73.7595 17.651 14.1863 3.11102 11.0753 71.4239 24.3815 23.5299
internal_count=2900 1759 121 1141 68 53 1107 44 1063 164 82 899 65 82 51 1638 1601 1584 1527 260 104 77 1267 156 133 69 64 1250 552 536
is_linear=0
shrinkage=0.00196078


Tree=760
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 1 0 0 2 1 1 2 1 2 1 0 0 2 0 2 2 1 1 2 0 0 2 2 2
split_gain=0.307906 0.68476 0.873382 0.725301 0.498455 0.522002 0.483949 2.05212 1.92134 0.578857 1.78693 1.47467 1.10793 0.621926 0.598378 0.468658 0.455742 2.54901 1.86294 1.71728 1.4443 1.59953 1.19262 2.61536 1.18562 1.12985 1.09225 1.06022 0.694781 1.06983
threshold=42.178283198950005 42.34047585750001 0.34503457980000002 0.5317655160000001 42.027086531450003 0.34988473400000003 0.36000419150000007 0.49588335680000006 0.49128768600000011 41.21013581150001 0.41985269900000005 0.42922367590000005 41.134354310300004 0.46419268885000003 40.982542372850013 0.39513787010000007 0.47997065955000012 0.48015029490000011 43.968221017800005 0.47905751325000007 42.773538294100007 43.022303514600004 0.3447052483500001 0.34632196640000007 44.157169339850007 0.48101853240000009 0.48368312325000012 42.686561923500008 42.599563320500003 43.124157941850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 8 -8 -1 12 15 -12 14 -13 -9 -11 18 -18 19 20 27 -22 -23 -24 -20 -19 -27 -3 -28 -30
right_child=1 16 3 -5 5 -7 7 9 -10 10 11 13 -14 -15 -16 -17 17 25 24 -21 21 22 23 -25 -26 26 28 -29 29 -31
leaf_value=0.00018949872861461197 0.00037488077785578029 -0.00037204657139203981 -0.0025127466767379965 -0.00037277050862490979 0.00022401811385312599 0.0012778538710933145 -0.0026861502730878613 0.00013348489567689695 0.0016351037657517421 -0.00067428435699789179 0.0017062414532416968 -0.00086242215395005003 0.0014774812418108553 0.00080908631475238408 -0.00081659322800131933 -0.0018952154342802793 0.0025169805075917601 -0.0013969994103878918 0.00159711253317968 -0.002935021019555565 -0.0031719391822825579 0.00072110078276161076 -0.0027899269621207024 0.00068504316753503498 8.5345566758281138e-05 0.00097250985659840699 0.00053353174948781172 0.0014156427476273894 -0.00059399485868298543 0.00011270726028276355
leaf_weight=65.133344145426236 1.5767722928430874 3.6273331093834731 1.2831072402186694 1.1588892775762358 4.3267259964195537 3.1032171543920413 1.0422098502458528 72.224998190305087 3.7376371398568144 2.6915269969031197 2.0858773682266474 2.695832675788552 2.314167693257331 1.2538698428725181 2.6419179496879215 2.1940850634127855 1.7074647583067406 1.9066190198063839 2.329536137403923 1.193264603614806 1.1791979032568631 1.6687872375332515 1.9456239284481855 1.4557327628135679 13.868146471504586 5.4718669028952709 9.7805860735752486 1.9671847074641844 10.48695063454579 38.364453378351755
leaf_count=470 13 51 21 21 27 28 32 904 29 31 10 26 11 45 27 28 4 11 12 14 30 53 40 17 123 24 68 14 112 604
internal_value=0.000115759 3.04324e-05 -0.000762677 -0.00149719 0.000167835 0.000664167 0.000144497 4.91182e-05 0.000267952 8.14752e-05 -0.00034104 0.00037255 0.000141261 -0.000331786 9.99584e-05 -0.00122259 6.33074e-05 0.000151637 -0.000141295 -0.00069301 -0.000467128 -0.00111498 -0.000636579 -0.00130269 0.000302767 9.0454e-05 0.000134695 0.000256554 5.65052e-05 -3.90008e-05
internal_weight=266.417 100.972 4.01877 2.442 165.445 7.42994 158.015 89.1445 68.871 88.1023 10.9212 6.03558 77.1811 3.9497 74.8669 4.88561 96.9527 67.7179 29.2348 13.0371 11.8439 6.24934 5.07014 3.40136 16.1977 66.0105 64.1039 5.59452 58.632 48.8514
internal_count=2900 1232 55 42 1668 55 1613 1114 499 1082 140 81 942 71 931 59 1177 823 354 219 205 140 110 57 135 819 808 65 784 716
is_linear=0
shrinkage=0.00196078


Tree=761
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 0 2 0 2 2 1 1 2 2 0 0 0 1 2 2 2 1 1 0 1 0 0 2 0
split_gain=0.27022 0.590518 0.8757 0.88 0.550779 0.512456 0.366116 1.80099 1.78614 1.48048 1.67117 1.52443 2.80624 1.15555 1.1288 1.09889 0.956267 1.16201 0.772215 0.902992 1.07733 1.03369 1.54896 1.01555 2.48961 1.44704 1.95967 0.723468 2.69358 1.86946
threshold=42.178283198950005 42.34047585750001 0.34503457980000002 0.41262237660000006 42.027086531450003 0.34988473400000003 0.47997065955000012 43.968221017800005 0.47905751325000007 42.773538294100007 43.022303514600004 0.3447052483500001 0.34632196640000007 42.686561923500008 44.157169339850007 0.48041974790000003 0.48119816770000007 0.48368312325000012 0.34548366815000003 42.599563320500003 43.124157941850008 43.45354240915001 0.37419538340000008 0.34744468730000005 0.50356276755000018 0.38398550940000004 0.54317236010000014 0.53136133645000017 43.812290675100009 0.5089817670000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 7 8 9 13 -11 -12 -13 -3 -9 -8 -17 -18 -19 -20 23 22 -22 -21 -25 -26 -27 28 -23 -30
right_child=1 6 3 -5 5 -7 15 14 -10 10 11 12 -14 -15 -16 16 17 18 19 20 21 27 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00013636262946145383 0.00042441086052840142 -0.00035840013066377145 -0.0024842278136465077 -8.289788843374533e-05 0.00025228127251239094 0.0013073359091983604 0.0013587598270239068 0.0015755674779056785 -0.0029414540239989383 -0.0031632596829250957 0.00092756935413890629 -0.0028445834988256313 0.00077796446861880079 0.0014964696943760905 0.00010428668477133271 -0.0013255395803665223 0.001088362081741833 -0.0013947588310247213 0.00064105376355882992 0.00044672848041119273 0.0019160878471245555 -0.0026834787735680685 -7.7546253489684273e-05 -0.0031314049155247042 0.00098575349281632618 -0.0030302706641166135 -9.7742452036495584e-05 0.00018056114183911514 0.0010515449158988882 -0.00099080588330819827
leaf_weight=158.52684233788023 1.5798306716606014 3.6479010111070256 1.3702931907027962 1.0260727441927882 4.2957519561750805 3.0103025317803258 2.7383250296115866 2.3463246377650675 1.1986139155924309 1.2030014752817804 1.6910606697201727 1.9944336290936919 1.3987739717122165 1.9988234747434033 13.776377560221588 1.7828379496932019 4.5195778771303585 1.3770598527044047 9.5447831898491113 2.7225323021411878 2.8864086270332328 1.7224888773635045 3.1157045878935605 1.5890323482453821 2.0094558484852314 1.3007194707170131 2.6838157779602625 21.877483372154529 3.5407192201819271 3.3566676499031018
leaf_count=1613 13 51 24 18 27 28 9 12 14 30 53 40 17 14 123 10 20 9 67 11 11 19 37 13 11 25 50 366 49 116
internal_value=0.000112076 3.15714e-05 -0.000708889 -0.00145603 0.000160622 0.000686994 6.22331e-05 -0.000120675 -0.000659721 -0.000430551 -0.00108504 -0.000593313 -0.00135127 0.000298185 0.000318401 0.000142377 9.03563e-05 0.00013091 5.59486e-05 9.14005e-05 -2.06883e-05 0.000137382 0.00088119 -0.000580531 -0.000949348 -0.000370876 -0.00105504 -9.00471e-06 -0.000490128 5.76188e-05
internal_weight=265.832 99.9991 3.9762 2.39637 165.833 7.30605 96.0229 29.2553 13.1326 11.934 6.28727 5.08427 3.39321 5.64672 16.1227 66.7676 64.0293 62.2464 57.7269 56.3498 46.805 36.4995 6.00211 10.3056 7.58302 5.99399 3.98454 30.4974 8.61988 6.89739
internal_count=2900 1232 55 42 1668 55 1177 354 219 205 140 110 57 65 135 823 814 804 784 775 708 598 48 110 99 86 75 550 184 165
is_linear=0
shrinkage=0.00196078


Tree=762
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 2 2 2 1 1 1 1 1 0 1 2 1 2 0 1 0 1 1 2 0 0 2 0 0
split_gain=0.0757596 0.949643 0.484131 0.426653 0.320111 0.293303 0.750054 0.574333 0.352413 0.31122 1.36009 0.966586 0.91266 0.673976 0.828845 0.99171 0.779139 0.851176 1.82418 1.4376 0.906322 0.691188 0.629914 2.22601 0.584594 0.426279 1.72277 0.901975 0.86291 2.85573
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.348489042950007 0.34560342505000002 41.43512228960001 41.532441862050007 41.621607100200002 41.726652433350004 0.40105086675000007 0.39167988980000007 0.39513787010000007 0.40367054880000008 0.41367024935000007 0.55754318735000019 0.43625939340000008 42.178283198950005 0.42067602765000006 43.061965423550006 0.54279811980000015 0.42194844465000009 0.52833747495000016 0.43706775245000007 0.44578006650000007 43.673409002000007 0.50300889195000009 0.49678153350000009 43.45354240915001 0.5089817670000002 0.53321756835000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -7 -8 -9 10 25 -12 -11 21 16 -16 -15 -18 -19 20 -20 -14 -17 -24 -13 26 -10 -27 -29 -30
right_child=3 -3 -4 5 -6 6 7 8 9 12 11 24 13 14 15 22 17 18 19 -21 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=0.0020102513010304838 -0.049398069971536715 0.041588894363433888 -0.031301280096839502 0.02503931356560378 -0.0057689320406859755 -0.043835089743919357 0.033945261040866641 -0.035691223043130271 0.0011333050229415196 0.066098973195087896 -0.10660608101748673 0.0039341215525188237 0.01218330559863149 0.084369718167571217 -0.10786258546830728 0.045833786307226294 0.058100466104705359 -0.092869809932634315 0.086209693566193332 0.075434731377133885 -0.10138555343334474 -0.10504600106065252 -0.11520164842018348 0.0055557343417805237 -0.066030525938285164 0.042586656943861913 -0.072516981386060955 0.049175332628380003 -0.13271722240592054 0.032490209346649153
leaf_weight=99.79754399860326 2.4725951640866688 4.9082541679454144 3.7122160572016574 3.8770997740830344 3.1208396884321701 3.1564966324949628 4.1629585654227403 2.2639011510291303 60.320447760001116 2.0892614061012891 1.5342039863462549 2.5916169807314873 0.75520693848375475 1.7335192002356068 0.7267539191525455 2.1560750603675833 2.600370092317462 1.4014008543454108 0.28542936593294166 2.0801891875453293 0.81314602252678014 0.90945971247856505 1.3958959931042034 12.170725147615483 1.575160131556913 5.5897470247000438 2.7230247929692259 1.4254763750359414 1.4393540647579359 2.1263337752316147
leaf_count=1260 17 33 34 22 27 33 33 33 564 15 54 31 16 9 21 9 23 19 2 14 69 29 23 346 29 42 18 11 49 15
internal_value=0.000901349 0.00266146 0.000815585 -0.000595376 -0.0250553 0.00052695 -0.000278269 0.000918627 -0.00032329 0.000415067 -0.00252463 -0.0451446 0.00842377 0.00396551 0.00762965 -0.00442329 0.0298714 0.0167145 -0.00678224 0.0311706 -0.052645 -0.0518627 0.00035801 -0.00686923 -0.0225145 0.000775569 -0.00204786 0.0175982 -0.0103871 -0.0341987
internal_weight=235.915 108.418 103.51 127.497 5.59343 121.903 118.026 114.87 110.707 108.443 79.3254 5.70098 29.1174 27.0282 25.3635 16.4495 8.91405 7.18054 4.58017 3.17876 1.09858 1.66467 15.7227 13.5666 4.16678 73.6244 63.0435 10.5809 4.99116 3.56569
internal_count=2900 1327 1294 1573 44 1529 1507 1474 1441 1408 813 114 595 580 535 399 136 127 104 85 71 45 378 369 60 699 582 117 75 64
is_linear=0
shrinkage=0.0905731


Tree=763
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 2 1 0 2 1 0 2 1 2 1 2 2 0 1 0 1 0 0 0 0 0 0 1 2
split_gain=0.0681877 1.08585 1.06366 1.04289 0.550901 1.01599 1.08078 0.857588 0.751277 0.895047 0.614239 1.6683 0.52036 1.3847 1.90149 0.721116 0.681482 0.516495 0.902215 0.565251 0.51474 0.677999 0.49505 0.58392 0.510472 0.727616 0.712305 0.763139 0.651683 0.538378
threshold=0.50579323975000012 0.37668033890000002 0.50356276755000018 0.36998892250000009 38.703421923500009 0.38398550940000004 38.828362408050005 0.38733870245000007 0.51929582950000019 38.441102963850007 0.38906020780000011 0.52290350590000012 38.592454371550012 0.36195024100000012 40.742467179200005 0.36998892250000009 43.368902217050007 36.372781240150012 0.47612346935000005 0.36543816055000006 0.49320379630000005 0.33960061075000009 0.56369569775000017 0.55892039160000018 0.54279811980000015 0.54017843775000018 0.52937037810000021 0.52772372085000019 0.40367054880000008 37.360990606650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 -2 8 -6 -7 -8 -3 10 -10 -12 17 -14 -15 -16 -17 19 -19 20 21 -1 23 24 25 26 27 -13 -26 -30
right_child=1 4 -4 -5 5 6 7 -9 9 -11 11 22 13 14 15 16 -18 18 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.017469775595402918 -0.0022281336479200368 -0.072622750032010741 0.050637036515639187 -0.077713500427315965 0.047159734137633205 0.076286647760792664 -0.086859403560392817 0.0016871653766555373 0.039897746219840602 -0.067135890798962497 -0.16843488385418676 -0.033255828373125469 0.00088081968110891549 -0.15657911483523052 -0.056125427050918719 0.079102036731147157 -0.032655193936458507 -0.015766792471182723 0.049980385928559572 -0.047519157303055823 0.051253578128498338 -0.091189338777969892 -0.056636417105807677 0.069871952216388755 0.023630856799465329 0.075147343929641924 -0.064211694809833242 0.060885720544958104 -0.022823129533567237 -0.14438916977154281
leaf_weight=1.8473729586403345 3.5518960031913585 1.7929002821911151 4.0796239692717782 3.2271867743693292 4.9603279584553084 1.7781907550015592 1.0248271019663651 72.262675993800258 3.0210054628551033 2.0065843751453931 0.57479060254990955 1.4303497867076642 104.2002345719593 1.1835932378889982 2.268504535604734 1.0018692947924139 1.0145431979326529 2.6941765310693864 6.7822511047124863 1.9291232523974029 1.9909870997071264 0.74423632019534114 1.2684750910336777 1.2025648790149706 0.86947687156498465 1.3398801151197401 1.343213378684595 1.7923055011779068 0.6785242418409323 0.66779978724662215
leaf_count=55 38 22 35 47 38 16 12 1090 18 27 8 37 830 18 35 10 35 41 35 15 12 46 256 14 6 10 30 12 33 19
internal_value=0.000863455 -0.0009601 0.00233641 -0.038163 0.00161302 0.0050294 0.00224544 0.000448961 -0.0135861 -0.00705031 0.00144726 -0.00895438 0.000768261 -0.00159339 -0.0487385 -0.0189504 0.0228722 0.0169677 0.0312883 -0.00387276 0.0145009 -0.013734 -0.000300416 0.00736367 -0.00189199 0.0128683 -0.00540788 0.0191017 -0.0412323 -0.083122
internal_weight=234.529 104.793 129.737 6.77908 98.0139 80.026 75.0657 73.2875 17.9879 16.195 14.1884 11.1674 125.657 109.669 5.46851 4.28492 2.01641 15.9881 9.47643 6.51172 4.5826 2.59161 10.5926 9.32411 8.12155 5.90575 4.56587 3.22266 2.2158 1.34632
internal_count=2900 1733 1167 85 1648 1156 1118 1102 492 470 443 425 1132 928 98 80 45 204 76 128 113 101 417 161 147 89 79 49 58 52
is_linear=0
shrinkage=0.0961169


Tree=764
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 0 2 1 1 1 1 2 2 2 1 1 2 0 1 1 2 0 2 0 2 2 2 0 2
split_gain=0.0715598 0.463209 1.22106 0.691055 0.782713 0.65883 0.22505 0.183792 1.04537 0.635159 0.845248 0.674232 0.39006 0.159346 0.534785 0.58549 0.278266 0.603249 0.182258 0.149045 0.163983 0.132953 0.730781 0.727551 0.765223 0.305072 0.156696 0.349292 1.04551 0.443545
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.34392682850000006 35.131296350900008 0.51243974730000008 0.51484985480000012 37.020641110850008 0.36501901140000009 0.38991347565000006 0.39745815990000005 0.39772761295000009 36.735256530150004 34.394321486900004 33.384956903900012 0.38906020780000011 0.38906020780000011 34.997818021800008 0.54384599265000022 0.4355408521000001 0.43625939340000008 37.858673296900008 0.52324780695000006 37.572218886150004 0.54384599265000022 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4 -7 8 -2 -10 -11 -12 -13 14 15 -8 -15 -18 -17 -20 -21 22 -9 24 -24 -23 -27 28 -28 -29
right_child=7 2 5 4 -6 6 13 21 9 10 11 12 -14 16 -16 18 17 -19 19 20 -22 25 23 -25 -26 26 27 29 -30 -31
leaf_value=0.023104346394811383 -0.09181570449352823 0.098796456893275722 -0.070363529902680175 -0.11922968971761798 0.0052883583449452008 0.10363439557701612 -0.060480759382178638 0.037379968423079071 0.022215207708964586 -0.13729953949681301 0.1044756545031907 -0.10550559320283372 0.052171435711488516 0.10343223034193455 -0.11802356411173962 0.10616368098623305 0.066643162046629512 -0.10437412412777969 -0.1026873827916566 0.10287589618030851 -0.099267108571748836 -0.037664389322820457 -0.15178367863218337 0.0223050871057839 -0.011923138529426546 0.021101782645246901 -0.060911480135966756 0.026753065351669464 0.024565386269148188 0.00033681137604210735
leaf_weight=2.0292792821128374 1.3776432985905547 1.6230945438146589 1.0083092302083967 0.99824867945426354 0.94413457484915853 0.28439417481422458 0.52747581386938713 4.8299240851774794 4.4548787921667099 0.63923933310434211 0.40766107663512208 0.46679394278180553 0.22276003092883911 0.42327736318111397 0.33677924586481811 0.5294870623620227 0.56378786181903706 0.30577417713220711 0.081749138495069928 0.15780079015530646 0.051052073108166951 1.9950175385229147 0.65602352144196652 1.6368858586429267 0.88091756037647428 3.6109467302012481 3.1559862843132569 6.3118465587176606 2.4378160180458508 190.43358067488953
leaf_count=57 20 11 13 36 10 2 8 40 20 17 2 46 15 3 30 5 22 35 16 2 98 24 12 32 36 48 34 48 26 2132
internal_value=0.000800688 0.00897245 0.0264133 -0.0169055 -0.0587052 -0.00110148 0.0203107 0.000440039 -0.0145763 0.00261039 -0.0476858 0.00452327 -0.0545681 0.0123513 -0.00751998 0.0200967 0.03824 0.00650637 0.0719236 0.0095371 0.053464 0.000966359 0.0133658 -0.023179 -0.0716208 0.000489109 0.000858698 0.00049744 -0.0236601 0.00118428
internal_weight=233.383 9.86464 5.89298 3.97166 1.94238 4.26989 3.26158 223.518 7.56898 6.19133 1.73645 1.09722 0.689554 2.97718 1.68434 1.34756 1.29284 0.869562 0.820089 0.290602 0.208853 215.949 8.00375 3.17383 1.53694 207.945 205.95 202.339 5.5938 196.745
internal_count=2900 348 245 103 46 234 221 2552 120 100 80 63 61 219 159 129 60 57 121 116 100 2432 120 80 48 2312 2288 2240 60 2180
is_linear=0
shrinkage=0.0980392


Tree=765
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 1 0 0 1 1 0 0 0 2 2 1 1 1 1 2 1 2 1 1 1 2 1 2 1
split_gain=0.0786687 0.278263 0.302337 0.268324 0.193535 0.0785518 1.01652 0.960727 1.81145 0.551923 0.691516 0.474998 0.466459 0.746426 0.420781 0.384674 0.443773 0.964334 0.750136 1.72476 1.98697 0.901871 0.706701 0.700948 1.39346 0.940191 1.61118 0.60325 0.534015 0.941324
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 33.384956903900012 0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 0.36543816055000006 0.36597706655000006 0.49588335680000006 0.51700547890000015 0.52104727400000017 42.622319549950006 36.735256530150004 0.39167988980000007 0.39458399450000009 0.39584144190000009 0.39971857130000005 43.633733172900008 0.4019490434500001 40.496232821400007 0.40259273675000007 0.40367054880000008 0.41753240920000007 43.968221017800005 0.41808628485000005 40.823855932350007 0.42194844465000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 9 8 11 -6 -11 -7 -9 -14 -10 -15 -17 22 -19 20 -20 -21 -18 -23 -25 26 -26 -27 -29 -30
right_child=4 2 3 -5 5 7 -8 12 14 10 -12 -13 13 15 -16 16 17 18 19 21 -22 23 -24 24 25 27 -28 28 29 -31
leaf_value=0.099105329745599324 0.038551264340123396 -0.10579897603895429 0.057403462518455232 -0.10644427271117364 0.0017062297242729626 -0.033382643062153695 0.047124954073989381 0.029708112813335293 -0.1157054957585177 0.0032077172659482271 -0.077889381034012994 0.045190217124001709 -0.043666561589983416 -0.033440538214387742 -0.043174326601659242 0.017511359468599833 0.013357535063963807 0.048238492552241191 -0.11089671998399146 0.066962008100764525 0.011173874309796382 -0.067317780639245581 -0.10480539703356133 0.097905705577321742 -0.11439172360842981 0.061571405610907036 0.021186376871688468 -0.010638342559215674 0.048094377433195161 0.0025234728663251597
leaf_weight=0.13504399359226127 1.2002012079437907 0.39830927231923852 0.29755035240668803 0.12647648858137472 120.65371148807026 1.1039751368443824 4.3147288821637622 4.7552456208504728 1.9179322591517123 1.9808522388339036 1.7661093356437048 1.7924698857823385 3.4334507942839982 2.7690481737740802 1.1279340099717954 14.106924074934794 0.67716064711566959 2.8713424662128082 2.6089420630596569 1.9139775750227261 2.1679530836408958 1.2952901329845179 1.3364814781816674 1.3356733601540316 1.6325591879431152 1.5406511072069395 1.4875119227217508 19.393569485768239 4.7060281154699615 27.812189510093958
leaf_count=1 24 57 7 103 1004 30 34 33 37 10 32 22 32 146 31 91 14 17 65 14 27 10 48 8 40 9 34 332 35 553
internal_value=0.000697913 -0.0262585 -0.0468458 0.00853182 0.000809296 0.000612777 0.0021597 -0.00134341 -0.0381105 0.000600124 -0.0350169 0.0152423 0.000936141 -0.000565886 -0.088846 0.00112236 0.00224983 -0.000791923 0.00109027 -0.000964207 -0.055496 0.00329796 -0.0650688 0.00123978 0.00277327 0.000527202 -0.0497541 0.00346217 0.00173759 0.00911848
internal_weight=232.659 0.95738 0.822336 0.424027 231.702 230.502 128.715 101.786 5.94231 124.401 3.74696 2.89645 95.844 91.0888 3.04587 87.6553 84.8863 70.7793 68.7657 65.8943 4.7769 61.1175 2.01364 59.2035 57.9082 56.5725 3.12007 53.4524 51.9118 32.5182
internal_count=2900 168 167 110 2732 2708 1080 1628 120 1046 42 52 1508 1475 68 1443 1297 1206 1144 1127 92 1035 62 1021 1011 1003 74 929 920 588
is_linear=0
shrinkage=0.0942322


Tree=766
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 1 1 2 1 1 1 2 2 2 1 1 1 2 0 1 2 0 0 1 0 0 2 0
split_gain=0.0834993 0.357402 0.328872 0.279857 0.797538 0.467236 0.449648 0.855932 0.417615 0.746804 0.205853 0.197363 0.196948 0.174098 0.169093 0.201156 0.153317 0.294756 0.151769 0.121841 0.972915 0.821621 0.108843 0.548775 2.15219 0.47162 0.571358 0.412359 0.350463 0.260619
threshold=36.514114975300011 36.372781240150012 37.020641110850008 0.42314601355000009 0.42646926740000007 0.49320379630000005 0.36543816055000006 0.36927038110000004 0.38780276035000005 34.997818021800008 0.31123319660000009 0.36543816055000006 0.33960061075000009 33.384956903900012 32.785955158400007 31.796797363700005 0.39971857130000005 0.41129008115000004 0.38733870245000007 37.663157789700008 0.52324780695000006 0.45206730335000006 38.703421923500009 0.50749977545000013 0.52215502530000013 0.42892428370000008 0.56167480015000015 0.54017843775000018 38.994321257850011 0.51589772760000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 10 -5 12 -7 -8 -9 13 -1 -2 -6 14 15 -10 -15 -18 -13 20 -4 -22 23 -21 -25 27 -27 -26 29 -24
right_child=2 -3 19 4 5 6 7 8 9 -11 -12 18 -14 16 -16 -17 17 -19 -20 22 21 -23 28 24 25 26 -28 -29 -30 -31
leaf_value=0.012698073715826253 -0.054340335687566826 0.054665854467238886 0.042051976316937342 0.11344850734070851 -0.013134120684700351 0.043251473005882994 -0.068161848461896074 0.041028921060616161 -0.10525683377053442 -0.10057288076632895 -0.10698613938952731 -0.034982150819545144 -0.082490940329614751 0.029187664312643118 0.074796359989843547 0.08976399402790268 0.03743729153166693 -0.11155180878288438 0.0098379364469073673 0.015199435262835851 -0.086116620738853192 0.044022378950862924 -0.0014181184536851143 -0.14856642556023728 -0.016303133814948856 -0.0015524385013080783 -0.11698013750627853 0.036722647646550484 0.00016959192745921945 0.038234568920831831
leaf_weight=0.20186549751087746 1.4370320264279133 1.3104441646974017 3.7669123169034711 0.58058641105890174 0.69368015229701885 2.3626555651426298 1.4618817716836927 2.4915656242519617 0.11573952544631561 0.64691345815117518 0.34690832222804602 1.2589821889996531 0.76393686527899263 0.46346493065357208 0.60652732651215047 0.079035140182554642 0.20853856671601534 0.27131568078539203 1.4361363285424884 5.3940454194889735 1.2346211284893795 0.66163588009658258 2.3978447066619983 1.0622264700941739 2.6962639067787677 0.91382730240002252 0.65282260813592075 2.5188373902346939 189.31935486895873 3.8112271420613979
leaf_count=4 12 12 28 2 11 14 12 22 92 69 51 6 34 5 17 14 3 46 42 44 31 25 16 14 33 15 47 15 2132 32
internal_value=0.000624853 0.00808235 0.000194759 0.00267755 0.00602959 -0.000105623 0.00816008 -0.00490675 0.0140303 -0.0140976 -0.0629605 -0.026137 -0.049484 0.0179678 0.0502659 -0.0261218 -0.00946782 -0.046803 -0.0110991 0.000702183 0.0143403 -0.0407089 0.000332225 -0.00793697 -0.0238471 -0.00431232 -0.0496511 0.00930774 0.000892081 0.0229213
internal_weight=231.167 12.6051 218.562 11.2946 10.7458 10.1653 8.70764 6.34498 4.8831 2.39153 0.548774 4.13215 1.45762 1.74462 0.801302 0.194775 0.943319 0.479854 2.69512 214.43 5.66317 1.89626 208.766 13.238 7.84398 6.78175 1.56665 5.2151 195.528 6.20907
internal_count=2900 408 2492 396 341 339 294 280 268 246 55 60 45 177 123 106 54 49 48 2432 84 56 2348 168 124 110 62 48 2180 48
is_linear=0
shrinkage=0.0942322


Tree=767
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 1 0 0 0 1 1 2 2 0 0 0 0 2 0 0 0 1 1 2 0 0 2 1 0
split_gain=0.0726101 0.435695 1.07292 0.581047 0.616984 0.517494 0.150487 0.490007 0.15438 0.453324 0.278639 0.144666 0.147259 0.13134 0.673721 0.374328 1.0695 0.28529 0.19787 0.0940678 0.733694 0.521498 0.388062 0.383966 0.835479 0.60429 0.306884 0.32815 0.322179 1.14595
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.34392682850000006 35.131296350900008 0.50482021495000018 0.37852160115000005 0.51243974730000008 0.52215502530000013 0.53781323915000012 0.43625939340000008 0.33263974130000007 35.461062230100005 37.064694648750013 0.49850303880000008 0.5025747732000001 0.52975958800000011 0.56276758185000009 37.360990606650006 0.42646926740000007 0.3972336157500001 0.41155953415000007 0.32600820335000008 0.34307356065000005 39.091773401050006 0.4588185982500001 0.39672464895000009 48.919835655300012 0.31100865245000009 0.39614083410000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 -5 -4 -7 -8 -9 -10 -11 12 -1 14 -2 -16 -17 -18 -15 20 26 -22 -21 24 -24 -26 27 28 29 -20
right_child=13 2 5 4 -6 6 7 8 9 10 -12 -13 -14 18 15 16 17 -19 19 22 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.034069407850187416 0.045803095212007809 0.098200672996241981 -0.11425463551264191 -0.10987927829157963 0.0028251905258193915 0.065843002854986857 -0.12001198377924907 0.044286470372152088 -0.10539485942929182 0.039905861796676288 -0.1006960544044388 0.058347723238851498 0.033382675836613564 0.028399187532701299 -0.070517902050473619 0.011108876171711312 -0.12367920409913633 -0.02295309480364981 0.021377357690586223 0.034359642682824348 -0.019863201999399727 -0.13878335777938436 0.018973974769550143 0.00079641310577141826 -0.012963756834710828 -0.13022850141612166 0.037508543157578164 -0.048023126270613892 0.037230126124414016 -0.19542824333938918
leaf_weight=0.58247000280243655 1.5750504852621796 1.4802924320101736 0.34744890872389111 0.96031013140236587 0.90858111612033099 0.42584325047209892 0.2797268298454586 1.1156342510366815 0.33130583359161381 1.1374184815722399 0.15379303354302454 0.67246002750471223 0.66771756950765848 2.4510391509320462 1.4013224393129347 4.0325196004705504 0.86862934313830897 0.39235191451916762 1.0484026577614707 3.2562792375683776 0.78413553602877051 0.64680040426901542 1.5609398027881973 196.29442697203831 0.73866839427500941 0.9864740856573917 1.8655815273523328 1.4578126426786182 1.6808137586340306 0.30177921056747425
leaf_count=37 24 11 6 36 10 5 4 14 17 35 153 14 6 36 7 35 28 38 102 28 19 39 12 2111 14 30 7 13 7 2
internal_value=0.000585837 0.00918682 0.0274173 -0.0161594 -0.0550868 -0.000220654 0.0112846 0.00358607 0.0162127 -0.00309064 0.0231591 0.0216796 0.00195634 0.000233665 -0.0118885 -0.0254613 -0.0135336 -0.0923385 0.000704155 0.000381864 -0.0101937 -0.0736166 0.000787778 0.000240032 -0.0329954 -0.0800183 0.00408841 -0.00980125 0.00858226 -0.0270809
internal_weight=230.406 9.063 5.27146 3.79154 1.86889 3.79117 3.44372 3.01788 2.73815 1.62252 1.29121 1.92265 1.25019 221.343 8.26987 6.69482 5.2935 1.26098 213.073 210.622 7.78533 1.43094 202.837 199.581 3.28608 1.72514 6.35439 4.48881 3.031 1.35018
internal_count=2900 348 245 103 46 234 228 223 219 205 188 57 43 2552 132 108 101 66 2420 2384 189 58 2195 2167 56 44 131 124 111 104
is_linear=0
shrinkage=0.0980392


Tree=768
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 2 2 1 0 1 1 1 1 0 0 0 2 2 2 2 1 1 0 2 2 1 1 0
split_gain=0.467845 2.06828 1.83288 2.44797 0.974062 1.24939 0.939669 1.19946 2.14262 1.80299 0.983163 0.974577 0.898636 1.67074 0.845193 1.88622 0.795004 0.948803 0.631511 0.595577 0.570987 1.81811 2.22164 1.30218 1.8067 1.7644 2.96863 0.734783 2.49154 0.686641
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 0.36543816055000006 0.36597706655000006 0.48181192180000004 41.495754733000005 42.027086531450003 0.3453339720000001 0.49128768600000011 0.34587287805000005 0.34632196640000007 0.36000419150000007 0.37668033890000002 0.49678153350000009 0.51589772760000019 0.51929582950000019 42.622319549950006 43.124157941850008 42.178283198950005 42.686561923500008 0.34545372890000009 0.34515433670000012 0.47976108500000009 40.259171735100004 39.56957118270001 0.3453938505000001 0.34569324270000007 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 4 3 14 6 -6 20 9 -9 -8 11 -10 -11 -14 -2 -16 -4 -18 -5 -12 23 22 -22 24 29 26 -25 -27 -29 -1
right_child=2 -3 16 18 5 -7 7 8 10 12 19 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-4.8215630787651426e-05 0.0014064330221548998 0.0013423844752612204 0.00086913285445206943 -0.0025587554941256209 0.00024818866421684178 -0.0018573976614986913 0.0016998709508990681 -0.0010120948230321657 0.00017022842830821772 -0.00028064897892049771 -0.00052393271709720894 0.0013285300888598247 0.0013993476132119244 -5.4459301667418328e-05 -0.0024783461136678856 0.0013738899877058647 -0.0012374873273356282 7.4552718609841067e-05 -0.00093711050458502698 0.00049395304024193835 -0.00025883998720099854 7.0897421123463747e-05 -0.0026106009145983452 0.00050667765060335849 -0.0017311964694948037 0.0013437462937698069 -0.0026802733749610643 -0.00067021467571761178 0.0012047861510391077 0.0011058974000279621
leaf_weight=23.586007918995172 1.4823755845427506 5.712136883288621 4.7365657538175574 2.5350296192336832 2.2275385111570349 2.1095118534285575 5.4411764107644585 5.3111365884542492 5.3425537981092948 5.1496508494019535 5.2235344462096673 5.8516059890389442 6.28629880864173 5.8836826530750841 0.97970968071604125 0.97502591693773866 2.1618080390617243 107.14082452826551 1.4521506690653039 3.8308273162692785 4.6451824783580369 30.236463533365168 2.3135161926038563 3.6414717563784533 2.3964713364839545 6.4484065901488092 1.6252961349673567 4.2921673320233804 7.4612836856395006 2.163775071501731
leaf_count=245 8 34 27 37 11 33 21 27 23 26 27 19 39 31 29 16 27 1584 31 21 56 311 35 50 14 28 19 28 35 8
internal_value=0.000111299 0.000185633 2.12259e-05 -0.000922777 0.000138926 -0.000775954 0.000167862 0.000387909 9.63856e-05 0.00071528 0.000387137 0.000775716 0.000405958 0.000696492 0.000289889 -0.000556843 8.26833e-05 4.86029e-05 -0.00196814 -9.32735e-05 4.81366e-05 -0.00013707 -0.00104072 0.000181602 -0.000102787 0.000522673 -0.000476798 0.000811873 0.000520067 4.87654e-05
internal_weight=268.643 147.18 121.463 7.42429 141.468 4.33705 137.131 48.3205 25.5597 22.7608 20.2485 11.1942 17.3196 12.17 3.43711 1.95474 114.039 109.303 3.98718 9.05436 88.81 37.1952 6.9587 51.6149 28.1463 23.4686 5.26677 18.2019 11.7535 25.7498
internal_count=2900 1141 1759 121 1107 44 1063 234 117 117 90 42 96 70 53 45 1638 1611 68 48 829 402 91 427 267 160 69 91 63 253
is_linear=0
shrinkage=0.00196078


Tree=769
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 1 1 0 0 0 1 0 2 0 2 1 0 0 0 2 2 0 1 0 1 1 2 2 1
split_gain=0.263277 0.941979 0.766488 1.22722 0.498463 1.33327 0.865389 0.933814 0.679734 0.613796 0.916076 0.943377 0.693446 0.977708 1.27972 0.612826 1.474 2.49682 0.976213 0.624528 1.31161 1.14397 2.06147 1.08072 2.20167 0.937088 0.618729 2.7584 1.03624 1.53524
threshold=0.52428071015000011 0.38042274180000007 0.38398550940000004 0.52646627350000019 0.52266399210000014 39.134693790050008 0.38906020780000011 0.39024280710000009 0.51929582950000019 0.51017933595000009 0.51589772760000019 0.37852160115000005 0.50300889195000009 39.344049039350004 0.50482021495000018 38.592454371550012 0.36195024100000012 0.48368312325000012 0.46594413340000007 0.48041974790000003 41.322103772800006 42.027086531450003 0.48218616210000004 0.34581299960000006 0.49128768600000011 0.35675578575000005 0.34587287805000005 41.872669623500009 43.812290675100009 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=4 -2 -3 -4 6 -6 8 -8 9 12 11 -11 15 -14 -15 18 19 -18 -1 25 -21 22 -22 -23 -25 26 28 -28 -17 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 10 -12 -13 13 14 -16 16 17 -19 -20 20 21 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00049481616842092372 -0.0018561325654589695 0.0015781045149479117 -0.0015806033784433859 4.7247344999733917e-05 -0.00041210266949260878 0.0013796408943029335 -0.0016081282657399647 3.1683477490212022e-06 0.00093848501082212593 -0.00085998343735903271 -0.001471872535323774 0.00072737501939797308 -0.00036154334204112511 0.001992985508958791 0.00032650829875799131 -0.00014643675877079671 0.00046198231942118801 -0.0023305223768149137 0.0006913246027332754 0.00073354507967849964 0.0005366732588803541 -0.00025728249316199926 -0.0012787245694581054 0.0012408620295477112 -0.00032355119886063959 0.001274053418764455 0.00088321539219795458 -0.0019507521736433575 -2.2607989581288365e-05 0.0013106786310749822
leaf_weight=3.2922865709697389 1.0242057964205731 1.2207411974668492 1.8180438769777527 86.320681018686628 2.6444391333498052 4.0300226812105393 2.2512481808662406 3.5847918687213678 4.0993922292254856 2.625236979685722 2.2135847024619579 3.1868003010749817 2.6432345770299417 3.0699399299919605 4.1892059175297618 42.757804053704604 2.3872803939739233 2.541565265506506 14.060976365726672 16.538884852081537 4.1971825808286649 8.5446788738481718 5.6316824480891228 8.745830472558735 5.7211911454796782 2.114515690598636 2.3772565245162687 2.9704024801030755 9.1240942936274205 5.2200416456907979
leaf_count=113 15 6 58 1408 20 38 16 85 27 31 23 16 18 25 33 405 31 22 86 83 15 41 31 30 28 18 13 33 110 22
internal_value=9.91859e-05 1.3611e-05 3.50413e-05 1.36695e-05 0.00014448 0.000669747 0.000123114 -0.000618388 0.000150459 0.000129503 -0.000398446 1.03817e-05 0.000158499 0.000659489 0.00103127 0.000122082 7.18339e-05 -0.000977976 0.000466288 0.000117245 0.000283236 5.64552e-05 -0.000503502 0.000295627 0.000622192 -9.70629e-06 -5.31738e-05 -0.000690936 6.55329e-06 0.000462595
internal_weight=261.147 90.3837 89.3595 88.1387 170.764 6.67446 164.089 5.83604 158.253 154.154 8.02562 5.81204 146.128 9.90238 7.25915 136.226 118.872 4.92885 17.3533 113.944 49.3795 32.8406 9.82887 23.0117 14.467 64.5641 62.4496 5.34766 57.1019 14.3441
internal_count=2900 1487 1472 1466 1413 58 1355 101 1254 1227 70 47 1157 76 58 1081 882 53 199 829 228 145 46 99 58 601 583 46 537 132
is_linear=0
shrinkage=0.00196078


Tree=770
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 2 2 1 1 1 0 2 2 1 1 2 0 2 1 1 1 2 2 2 1 2 0 1
split_gain=0.074336 0.961879 0.78656 0.588503 0.481674 0.670413 0.407868 0.606332 0.420173 0.352537 0.244257 2.32302 1.4087 1.55172 1.97367 2.90312 1.93087 0.836103 2.21431 0.849993 0.789198 1.09445 1.2068 1.35185 1.29475 1.15285 1.36759 0.814544 0.487549 1.28539
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.532441862050007 41.621607100200002 41.678468725050003 41.134354310300004 41.21013581150001 41.028010303750008 0.34560342505000002 0.34542378970000004 0.34545372890000009 0.48015029490000011 41.872669623500009 43.968221017800005 0.34512439750000007 0.34479506600000004 42.508878681700004 0.47470135625000004 42.773538294100007 0.34554354660000003 0.3459626957000001 0.34581299960000006 42.131954243650007 43.57842012870001 41.919251152600005 0.34620220950000008 42.049402686800001 0.47727612945000003 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 8 -8 -1 -9 12 -12 13 -7 15 17 -16 18 -15 -19 -13 22 23 -22 -25 -23 -27 -28 29 -21
right_child=1 2 3 4 5 10 7 9 -10 -11 11 20 -14 14 16 -17 -18 19 -20 28 21 25 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0018708724167857385 -0.054351296939467351 0.064276242963983099 -0.040551492043766867 0.032402842173570888 -0.069343373976441122 0.063615148881737762 0.050465721319832742 -0.023017235526303543 -0.030475317056247279 0.023405725069819576 0.12375263976281591 -0.066906087196707931 -0.049801900697462112 0.038775398359011615 -0.0015882379369319308 -0.14399835990461499 0.092092901109938535 0.054507114985774055 -0.1447710296670793 0.012504919206153037 0.053050258567338311 -0.050255681486291469 0.067225521234185917 -0.08071134189173014 0.021526725225628811 -0.072237134110803916 0.04684548812422664 0.00047313397418272986 0.040930185280010335 -0.12263513328391723
leaf_weight=96.596549452680961 2.9207928219439045 1.686816461096895 3.1745210252047391 4.0731432969514563 1.2454067200051202 3.2256227852776709 3.7688871921272931 2.6962345067877322 3.7026830972645248 3.1491536604262365 1.3877639565616835 1.5014239422744129 5.5693612480536094 1.0883014722785467 7.8909528382791887 1.8373859456041826 2.5965009368956089 2.1109576983726583 1.2586200339719651 1.5615558486388188 3.0846244394779188 4.2436410935333688 4.438893383834511 2.1456871704431251 2.2567938808351755 2.2062914851121596 3.5868406749941633 54.025104713784458 0.8413814641535281 1.0420340923592446
leaf_count=1260 22 11 33 33 22 18 22 19 34 25 6 21 34 34 95 37 8 18 19 60 10 56 21 29 11 17 35 869 5 16
internal_value=0.000680045 -0.000931365 0.000390019 -0.000535848 0.000586148 -0.000601206 0.002454 0.0209946 0.000676769 0.00199274 0.000192233 0.00291184 -0.00719904 0.00291768 -0.00676148 -0.0373046 0.0216055 -0.0124987 -0.0596579 0.00742221 0.000747689 0.00208444 0.0282951 0.00521433 -0.0283022 -0.00279503 0.000571937 0.00336021 -0.0214298 -0.0415821
internal_weight=230.914 121 118.08 116.393 113.218 109.145 109.914 9.61428 100.299 5.84539 107.9 78.8771 29.0227 23.4533 20.2277 9.74024 10.4875 7.90285 2.34692 5.55593 77.4893 75.9879 11.926 7.48711 4.40248 64.0619 59.8182 57.6119 3.44497 2.60359
internal_count=2900 1540 1518 1507 1474 1441 1360 66 1294 44 1419 1075 344 310 292 189 103 152 53 99 1069 1048 71 50 40 977 921 904 81 76
is_linear=0
shrinkage=0.0942322


Tree=771
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 2 1 1 1 1 2 0 1 2 1 0 0 1 1 0 2 2 2 2 1 2 1 2 2
split_gain=0.492477 1.26856 0.561794 1.44228 1.07613 2.02942 1.05321 1.31954 1.4092 1.06852 0.762584 2.10554 2.42974 2.01563 1.65627 0.766671 1.34086 1.00445 0.761619 2.25985 1.52409 0.706529 0.670874 0.63723 0.554484 0.533894 0.527613 1.42318 1.04748 0.756904
threshold=42.178283198950005 42.233786329550007 0.36000419150000007 0.48607826115000008 41.986601436450009 0.36254902550000007 41.21013581150001 0.41985269900000005 0.42922367590000005 0.46419268885000003 0.34569324270000007 41.902916368500009 0.48015029490000011 0.34554354660000003 41.840895355800008 0.34515433670000012 0.48181192180000004 0.47851860725000006 0.34500464060000008 0.34458549145000011 0.47739588635000008 41.134354310300004 41.061442884200012 41.468518788800004 42.297164883650005 0.34524415440000006 42.487106141350004 0.34632196640000007 42.564639561200003 42.988308018450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 -4 21 -8 -9 -10 13 12 -12 14 15 16 17 18 19 20 -1 -7 -14 -5 -3 -17 27 -26 -28 -30
right_child=1 24 4 23 -6 6 7 8 9 -11 11 -13 22 -15 -16 25 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=8.480111517498785e-05 -0.0018504665254788953 0.0010547316289052113 -0.0022388533528906645 0.0013808839012710715 0.0011820613174590891 0.00012291598513801562 -0.0013047776540798075 0.0015299673678249635 -0.0013246198829464718 0.00085818905350486816 0.001351523879065294 0.0017211716837986922 3.449531410510119e-05 -0.0015117296474775313 -0.0011832131579517769 0.0012258999168936492 0.0013208022040192148 -0.00072376348699156588 0.0012294358436718276 -0.0015318724862281442 0.0018690585451081254 0.0012613550430761197 -0.001139958138745489 0.0003308596016047959 -0.0015813834004694278 0.00039443071319816256 0.00083950976712638954 0.00012476153299848138 -0.00038997906106557684 8.8861769015225497e-05
leaf_weight=12.084565118449985 1.3930917769903306 2.0036078079865538 1.4813359120162193 6.3117934428155404 3.2715755519457153 73.656631855614705 4.5297464188188297 1.8308837376534937 2.4750729422084992 1.3231317511017548 4.0706680645162105 4.4362933151423922 3.8871473632752895 2.8802480101585379 3.1881487824139176 4.4418211281299582 3.1020344235002986 6.3079837076365939 2.3254493604181325 2.9385362639150108 2.1712932735681525 2.1572836448904118 3.6033895388245583 3.4293773770332336 2.856154091365168 8.9548343652422755 6.1225564817432305 5.4981688342886628 15.613603086261717 67.818539893814886
leaf_count=154 22 22 23 42 32 937 57 9 24 45 41 14 22 20 42 18 12 35 16 23 7 12 18 15 33 50 44 44 165 902
internal_value=0.000115314 7.72046e-06 0.00018143 0.000308055 7.79629e-05 3.66596e-05 7.58674e-05 -0.000517004 0.000116921 -0.000564223 0.000201681 0.000572815 0.000132164 7.89989e-05 0.000179663 0.000282319 0.000102741 -4.35539e-05 0.000176261 3.38247e-05 0.000356559 0.00015531 -0.000530486 0.00101122 3.36294e-05 0.000670114 1.27335e-05 -0.000458531 5.66966e-05 -7.49146e-07
internal_weight=266.165 101.306 164.859 74.1336 90.7257 87.4541 85.9728 10.1588 5.62909 3.7982 64.3924 15.9975 11.5612 48.3949 45.5147 42.3265 28.9299 25.8278 19.5198 17.1944 14.2559 75.8139 7.49054 9.74117 99.9126 13.3967 97.909 8.35432 89.5547 83.4321
internal_count=2900 1232 1668 529 1139 1107 1084 135 78 69 472 95 81 377 357 315 247 235 200 184 161 949 40 57 1210 68 1188 77 1111 1067
is_linear=0
shrinkage=0.00196078


Tree=772
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 2 0 1 0 2 1 2 0 1 1 0 1 1 2 2 1 1 0 2 0 2 2 0
split_gain=0.0732431 0.897757 0.631189 0.513878 1.10993 0.443632 0.53779 3.17328 1.44761 1.35104 1.30167 1.60119 1.42098 1.25981 1.01499 0.919009 0.788292 0.780594 1.27824 1.50624 1.07173 0.841988 0.648282 2.39985 1.42437 0.602225 0.439185 0.434923 0.527389 1.42595
threshold=42.564639561200003 42.487106141350004 42.654057868200006 42.297164883650005 0.34632196640000007 42.233786329550007 0.34515433670000012 41.840895355800008 0.48181192180000004 0.3447651268000001 0.48101853240000009 40.982542372850013 0.34524415440000006 39.468990633150007 0.47851860725000006 0.34560342505000002 0.3459626957000001 0.48543456785000005 0.36000419150000007 0.36106703390000006 41.726652433350004 41.028010303750008 0.34500464060000008 0.34458549145000011 0.47739588635000008 41.322103772800006 0.52468488970000016 42.674081447500008 42.988308018450006 0.48414718120000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 8 14 -9 11 12 -8 16 22 -13 -14 20 25 -20 21 -12 23 24 -1 -19 -6 -4 29 -29
right_child=2 -3 27 4 26 -7 10 9 -10 -11 17 15 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0018563026284629152 -0.050567553015836778 0.041563505592380555 0.052503416648532225 -0.076677887905021599 0.039081053974881409 0.050742748225207024 0.077945889732447371 -0.047656534309138139 0.055069021091429207 -0.20063501881141538 -0.015964373755187201 0.026514718261410691 0.10766914510001269 -0.054850477042617363 -0.045772505652123215 0.084980196632554836 -0.020670575859051323 0.062159747471695115 -0.16424850583524328 -0.00012129050482698729 0.016223314919200624 -0.084300528036232281 0.054039983634344549 -0.090707680522442796 0.089333452978165695 0.011588936185550814 -0.021844270531022069 0.0027993532781683413 0.0023414704670393777 -0.0770360819142515
leaf_weight=10.344259278441326 2.4691886628570492 5.3058053475870102 1.4771994199400058 2.5712766920623826 1.9471080782823262 1.7592574350310304 1.5736358910799051 1.1208256945246824 3.7509217895567408 1.0989435371011493 3.6818295531556924 5.6104392085690034 0.8956754311948314 4.3924296388868243 5.872954490594565 4.7908156896010041 0.94571186969187693 4.6690156543627364 0.54121281206607719 77.138980284340164 3.8719888441264629 3.2741556689143181 1.9937776667757123 2.6184260400841586 1.9580177590250958 4.3929383903741837 2.7341771709143359 6.9207368607749213 57.632254392570758 3.1196852502971524
leaf_count=154 33 44 11 33 12 22 7 29 17 12 23 34 6 39 35 30 40 40 4 1120 15 18 16 23 7 21 32 64 902 57
internal_value=0.000741481 0.00191499 -0.00186142 0.000544955 -0.0249279 0.00180776 0.00121214 -0.010787 -0.00136834 -0.123392 0.00419259 0.0282559 -0.00530009 -0.0263143 -0.0106582 0.0534439 0.0417556 -0.000298144 0.00280008 -0.0012648 -0.0251178 -0.0481299 0.001534 -0.00548211 0.0126574 0.0376447 0.00349667 -0.000122235 -0.00127098 -0.0220065
internal_weight=230.474 158.855 71.6191 153.549 7.25256 146.296 144.537 28.7581 26.5384 2.21977 115.779 18.2087 7.80745 6.23382 22.7874 10.4013 1.84139 97.5701 86.7421 77.6802 10.828 6.95599 16.9145 14.9207 12.3023 9.06195 4.68129 69.1499 67.6727 10.0404
internal_count=2900 1833 1067 1789 77 1712 1690 293 252 41 1397 156 92 85 235 64 46 1241 1185 1124 56 41 200 184 161 61 44 1034 1023 121
is_linear=0
shrinkage=0.0980392


Tree=773
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 2 2 1 1 0 2 2 1 0 1 1 1 0 2 0 0 1 2 0 2 0 2 0 1 1
split_gain=0.363223 1.47602 1.28936 2.063 1.89939 1.08804 0.744296 0.60589 1.29932 0.785625 0.917297 2.13298 1.62098 0.94831 0.917071 1.44182 0.728851 0.643762 0.580605 0.520782 0.68561 0.538234 0.740525 0.702218 0.424284 1.10481 1.10973 0.9244 1.04881 0.847862
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 37.962710038050005 41.134354310300004 0.36543816055000006 0.36597706655000006 0.48181192180000004 41.468518788800004 42.027086531450003 0.3453339720000001 0.49128768600000011 0.3459626957000001 0.36000419150000007 0.34587287805000005 0.48140774230000011 43.124157941850008 0.51589772760000019 0.51929582950000019 0.38906020780000011 40.982542372850013 0.52215502530000013 38.238138001450004 0.52290350590000012 37.962710038050005 0.52324780695000006 0.39410496695000002 0.39772761295000009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 9 -9 17 12 -12 -11 16 -14 -16 -13 -1 -15 -4 -21 22 -22 -23 25 -25 27 -27 -29 -30
right_child=2 -3 19 -5 -6 6 -8 8 -10 10 11 13 14 18 15 -17 -18 -19 -20 20 21 23 -24 24 -26 26 -28 28 29 -31
leaf_value=6.8679054669168346e-05 0.0010954153889566843 0.0011948407267242242 0.00070242413177919367 0.0015489619863482836 -0.0024455770221276864 0.00010180759953733487 -0.0024710344969413457 0.0004143821867419255 -0.0016764464707312481 0.00162250408942468 -0.00094955141973530573 0.00027746961040564028 -0.00050314994626899658 -0.00050310952460230253 0.0012267190765299408 -0.00010157613736292855 0.0012859158491082111 -0.0010306650133923023 0.00050805112393392078 -0.0010112670576707915 0.0010131865507441355 -0.0010322762693825191 -0.00015752805714308401 -0.0035175645215153486 9.4934813349193968e-05 0.0025578218525963477 -0.0022872509768581163 -0.002482068000726752 0.0010104658908210238 -0.00038853667687893277
leaf_weight=83.618048300813825 1.366395645309239 5.1869293451309195 4.8328683190047732 1.2040919061983002 2.7781431383336894 0.82610917062265776 0.90682606922928244 2.4236328341066828 2.1621473648119718 5.0919311493635204 5.7112197279930141 5.3808660991489905 3.6997466795146492 5.0566691532731038 6.7334833694621903 5.8901659662369639 5.6473864614963531 2.0993583127856246 3.8420538175851107 2.3134779991232781 5.1178697329014522 2.3476394265016998 3.4964714907109737 0.40111608617007632 90.776376328452898 0.51683884859084805 0.88706972273212237 0.6778985670534875 2.4593092622235417 5.1600170042356694
leaf_count=817 9 34 27 10 59 11 32 11 33 21 30 23 21 27 41 31 19 12 21 27 27 20 30 4 1111 1 32 20 24 315
internal_value=0.000100267 0.000168075 2.35971e-05 -0.000789231 -0.00126825 -0.000212925 -0.00124453 0.000129302 -0.000571422 0.000153504 0.000357079 0.000106868 0.00065663 0.000409645 0.000355334 0.00060694 0.000793878 4.17543e-05 -6.65375e-05 7.1973e-05 4.5282e-05 6.71373e-05 0.000538006 2.78428e-05 5.25138e-05 -0.000328671 -0.000196819 1.35674e-05 -0.000144916 6.30229e-05
internal_weight=268.612 142.544 126.069 7.08157 5.87747 3.09933 1.73294 137.357 4.58578 132.771 47.0535 25.6382 21.4153 19.927 16.3234 12.6236 11.0283 85.7174 8.89872 118.987 114.154 111.841 8.61434 103.226 100.879 10.1022 9.70113 8.81406 8.29722 7.61933
internal_count=2900 1141 1759 121 111 52 43 1107 44 1063 234 120 114 90 93 72 42 829 48 1638 1611 1584 57 1527 1507 396 392 360 359 339
is_linear=0
shrinkage=0.00196078


Tree=774
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 0 2 2 0 2 2 1 1 1 1 0 2 1 0 2 1 2 1 0 0 0 0 0
split_gain=0.0721454 0.366548 1.59673 1.32914 1.21775 0.407225 1.93048 0.803415 0.33398 0.679301 1.29732 0.54354 0.936706 1.41355 0.496505 1.70818 1.50523 1.08799 1.93666 0.69896 1.17166 0.478543 0.322132 0.304879 0.30061 0.535662 0.756411 0.271399 0.958939 0.34006
threshold=44.157169339850007 44.758188263300006 0.47760546090000006 0.34608245260000009 0.41367024935000007 0.37852160115000005 0.53136133645000017 0.47727612945000003 43.19689381845 43.061965423550006 0.48759019190000008 42.988308018450006 42.773538294100007 0.34620220950000008 0.34632196640000007 0.34560342505000002 0.35675578575000005 0.48119816770000007 43.812290675100009 0.3982365797500001 0.53592706805000012 43.542456167850005 0.34829795515000012 43.509905336500005 0.39135055835000004 0.5339660489000001 0.54191491270000014 0.55754318735000019 0.57811143375000007 0.61802041855000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 -5 7 -7 -3 9 11 -11 12 -1 -14 15 17 -16 18 -10 23 -21 -22 -15 -18 -8 -26 -27 -28 -29 -30
right_child=1 5 3 4 -6 6 24 -9 14 10 -12 -13 13 22 16 -17 19 -19 -20 20 21 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.0015873095027225056 -0.14229998965394716 -0.0009802199142392061 0.065968021931156196 -0.15292750233327854 0.012402792090138195 -0.12577456465846101 -0.054553860711775835 0.056465122571007609 -0.096876675427442577 -0.12979156620659402 -0.0057250952396866624 0.044045086200686312 -0.091385881029161523 0.044091103850395427 0.087665097661572558 -0.069415763068363473 0.0046094979100739274 0.089011035277936315 0.045499842718272628 0.098704012886102727 0.036379661502486081 -0.029230367371342596 -0.020062239062459734 -0.047275941438285708 0.055126161051088883 -0.11109882400573921 0.039134476269806311 -0.10436107240212134 0.020937910372478368 -0.021294428379607124
leaf_weight=166.81260801170038 0.91442891291808592 8.6793058576004132 1.5450254902243616 0.71252453676424898 0.97445267651346512 1.222394860422354 0.85723068355582555 3.0359673281200221 1.342733508645326 1.0688459547454834 2.8677816183699179 2.6642502998492992 2.5379518791887667 1.2218325808644297 2.7575151585042468 2.627471488667652 2.0072812307625991 1.6881738528609274 2.5757393185340334 1.6110846814699469 1.9611582964535044 2.1561693532567006 1.7714730587667871 2.1852776915766299 1.6586888208985318 0.57214415271300723 1.576937553967581 0.8012369927018862 5.015268323069904 2.7149582250713138
leaf_count=1921 28 84 5 13 31 93 12 41 37 35 31 22 33 5 12 21 22 5 26 16 23 34 39 24 9 14 27 39 83 115
internal_value=0.000755589 -0.00361649 -0.0301656 0.00156052 -0.0574274 0.000595782 -0.0102191 0.0139065 0.00141801 7.47947e-05 -0.0394108 0.000962982 0.000296979 -0.038617 0.0129116 -0.00546575 0.0248469 0.0245035 -0.00328797 0.00738664 0.0292125 0.00202089 0.00612441 -0.0224346 0.000484811 0.00430845 -0.00358354 0.00250192 -0.00426916 0.00610535
internal_weight=230.138 30.2806 4.14643 3.232 1.68698 26.1341 14.4189 11.7153 199.857 178.945 3.93663 175.008 172.344 5.53126 20.9126 8.23412 12.6785 5.60665 3.91847 9.92097 5.72841 4.11733 2.99331 4.19256 13.1965 12.3392 10.6805 10.1084 8.53146 7.73023
internal_count=2900 594 77 49 44 517 392 125 2306 2086 66 2020 1998 77 220 89 131 68 63 119 73 57 44 46 299 287 278 264 237 198
is_linear=0
shrinkage=0.0961169


Tree=775
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 1 0 0 0 2 0 0 0 2 0 1 1 2 0 1 2 1 2 1 0 0 0 2 0
split_gain=0.250167 0.348492 0.409937 0.186514 0.920065 0.838589 1.06769 3.76389 2.01109 1.7215 1.36573 1.05659 0.85491 0.637205 0.619674 0.662997 1.26215 0.946344 0.495297 0.991317 2.20326 0.505599 0.518309 0.461405 0.412664 1.63615 1.50541 0.639043 5.94574 1.505
threshold=0.50064369330000014 50.666627092000006 48.315732392000008 42.564639561200003 42.487106141350004 43.162556114600001 0.34632196640000007 0.49588335680000006 0.48101853240000009 0.47715637260000004 42.674081447500008 0.47670728420000003 0.51818807820000012 0.54317236010000014 43.542456167850005 0.48119816770000007 0.35814795965000007 0.34620220950000008 42.178283198950005 0.48851830785000006 0.34545372890000009 42.027086531450003 0.34632196640000007 43.740100730350001 0.36000419150000007 0.49128768600000011 0.49678153350000009 0.48218616210000004 41.322103772800006 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 18 6 8 -8 9 11 -9 -5 -12 -14 15 17 -17 -7 21 20 -20 24 -23 -16 25 27 -26 29 -29 -1
right_child=1 -3 -4 5 -6 14 7 10 -10 -11 12 -13 13 -15 23 16 -18 -19 19 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0001704294362031988 -0.0013858491864959725 -0.002104637506366515 0.00042695931770774854 -0.00049230142318150037 0.00089510644625018286 -0.0011987498416635082 -0.0032411481320390439 0.00077316541356133234 0.0010833557604584092 -0.0016553775049632684 3.226980537223565e-05 0.0017697529675852002 -0.0025324048256334447 -0.00066647149852539888 -0.00064829576264017693 0.0018017648468409793 0.00017174675835045474 0.00099809061633761753 0.00013046528035125433 0.00014323582337280805 -0.0028550066993776814 0.00012041151253446227 0.0011772210547037558 0.00010468524706843118 -0.0017470464401773023 0.0015604694826743689 6.273590009690596e-05 0.00065130398169959292 -0.0021645486644592858 0.0015324708210316183
leaf_weight=46.312556626202422 0.72468294701047842 0.43852311826776702 1.4180602141423149 2.0760183504316978 5.944038026733323 1.6461007003963444 1.9147524736472394 3.3649319340474886 4.7488761395215988 3.0866285832598805 2.3949395006056875 1.2854690589010713 1.3514631299767645 1.4678771700710056 3.3735753551591179 3.2846484184265137 4.113690875004977 1.3909262819215653 2.344744836183962 7.207891664467752 1.5981627996079621 3.5716126906918353 3.5653785662725568 43.116891034580476 1.8049217954976473 3.3753712065517893 84.325754189179861 9.3285492621362192 4.172537885606288 3.3442319259047499
leaf_count=388 283 34 43 52 40 33 24 21 18 33 15 8 26 26 41 11 37 11 32 56 22 25 24 566 37 29 883 47 25 10
internal_value=9.52925e-05 -0.000512066 -0.000186139 0.000101428 0.000136745 2.19625e-05 -0.000306104 -0.000755464 0.000115042 -0.000598097 -0.000200696 0.000372733 -0.000829159 -0.00156091 0.000146969 0.000578771 0.000895428 -0.00019262 0.000110376 -0.000289166 -0.00107962 0.000138256 0.000648355 5.00453e-05 0.000114409 0.000230399 2.48108e-05 0.000159315 -0.000218941 0.000262159
internal_weight=258.094 2.58127 2.14274 255.513 176.896 78.6168 21.691 10.494 11.197 6.44812 8.57921 3.36149 5.21428 2.81934 56.9258 10.4354 7.39834 3.03703 170.952 11.1508 3.94291 159.801 7.13699 46.4905 152.664 66.5332 86.1307 63.1579 13.5011 49.6568
internal_count=2900 360 326 2540 1618 922 223 112 111 93 88 60 67 52 699 92 48 44 1578 110 54 1468 49 607 1419 499 920 470 72 398
is_linear=0
shrinkage=0.00196078


Tree=776
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 2 1 1 1 0 0 2 1 0 0 0 1 0 1 1 1 1 0 2 2 2 0 0 0 0
split_gain=0.366125 0.480129 0.470499 0.61493 0.602602 0.463086 0.999237 1.83721 0.631136 2.24225 0.671198 0.438357 0.932972 0.4321 0.799321 0.655953 1.13725 0.721181 0.800231 0.688476 0.552939 0.628765 0.705948 0.474144 0.409297 0.866487 1.50553 2.88507 1.43601 2.30182
threshold=44.157169339850007 0.42314601355000009 0.46613873835000008 0.58736265385000019 0.58859016195000013 44.758188263300006 0.34575312120000007 0.41367024935000007 0.37852160115000005 0.53136133645000017 0.47727612945000003 41.24714903835001 0.31148768000000004 0.53321756835000012 0.54191491270000014 0.54384599265000022 0.39685937550000011 0.55754318735000019 0.44922307715000004 0.45772581660000006 0.47106374065000006 0.48627286610000009 0.61532588845000014 47.480720532750006 43.19689381845 42.773538294100007 0.47997065955000012 0.48368312325000012 0.50356276755000018 0.51818807820000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 24 -4 -5 6 -2 -8 10 -10 -7 -1 -13 -11 -15 -16 -17 -18 23 -20 -21 -22 -23 -19 25 -3 -27 -28 -29 -30
right_child=5 2 3 4 -6 8 7 -9 9 13 -12 12 -14 14 15 16 17 18 19 20 21 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0016057509887202632 0.00036213812657222034 0.00017604110001222682 -0.0021438323617903625 0.0019699547126027063 -0.00052342887873514372 8.8151150971536315e-05 -0.0030527228127854977 0.00017341761092972262 -0.0024295905769965292 0.00095903072565355627 0.0010896950257997179 -0.0020407756532558664 0.0020484917593682241 -0.0013977881108224481 0.0016920427359340571 -0.0022310142616810066 0.0017054038059833511 -0.00019709474036794621 0.0014435623447940635 -0.0013746906856900857 0.0010532400676758701 -0.0020751867052495954 7.6632242478060248e-05 -0.0022046960099780803 0.00041826475848251058 -0.0017189754094124863 0.0015260672637437622 -0.0016180570166898821 0.0019376265634215163 -0.0011248968402752374
leaf_weight=1.1372765504893316 2.1975979593698858 185.36122117999548 0.73680631196293633 0.44213500712066922 2.3715699131162182 9.6603673356585222 1.3380009513348343 1.3772097803885115 1.5942123032145925 1.6388807892799402 3.5063401479274026 0.38402774397400197 0.48592823470244184 1.6317074742401008 0.87930682301521201 0.86424798588268359 0.98477214435115357 0.8725946657359589 1.4199563208967427 1.0359357278794048 2.1092755903955549 0.68459715554490674 4.0768580422154628 0.93898970913141966 22.937011525966227 2.4870586659526444 3.2163213882595283 3.467132207006216 1.5850974651984873 2.3313623035792261
leaf_count=82 24 1435 62 5 341 84 22 31 93 8 41 87 5 21 4 26 10 7 9 11 16 38 110 39 163 51 11 22 9 33
internal_value=0.000120979 0.000150401 0.00015892 -0.000549203 -0.000131628 -6.04122e-05 -0.000620802 -0.00141636 2.58967e-05 -0.000205344 0.000354866 -0.00080433 0.000243352 1.5711e-06 -9.96767e-05 5.30751e-05 -5.7892e-05 9.703e-05 -4.51725e-05 0.000186459 -3.93043e-05 0.000162039 -0.000232754 -0.00123768 0.000170277 0.000141614 -0.000346001 -2.38596e-05 -0.000699014 0.000114589
internal_weight=263.754 226.943 224.936 3.55051 2.8137 36.8109 4.91281 2.71521 31.898 18.7313 13.1667 2.00723 0.869956 17.1371 15.4982 13.8665 12.9872 12.123 11.1382 9.32662 7.90667 6.87073 4.76146 1.81158 221.385 198.448 13.087 10.5999 7.38359 3.91646
internal_count=2900 2306 2132 408 346 594 77 53 517 392 125 174 92 299 291 270 266 240 230 184 175 164 148 46 1724 1561 126 75 64 42
is_linear=0
shrinkage=0.00196078


Tree=777
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 2 0 1 2 0 1 0 0 1 0 2 2 2 2 2 2 2 0 0 0 2 1 1 2 2
split_gain=0.0808883 0.183519 0.141117 0.532861 0.108395 0.236175 0.155616 0.207198 0.14 0.332717 0.2846 0.606635 0.566011 0.127415 0.831243 0.448832 0.711191 0.377335 0.259138 0.35017 0.150048 0.40786 0.283156 0.878351 0.223701 0.518587 0.211398 0.269309 0.229854 0.59316
threshold=50.666627092000006 0.48363821445000005 0.5810754169000002 52.781270016900002 50.065525775750011 49.275256100300005 0.3972336157500001 0.43808568605000003 48.680511450650009 0.51818807820000012 0.31123319660000009 0.41932876265000008 0.37331217625000007 0.32272985840000007 0.45612406815000006 39.56957118270001 38.994321257850011 42.072181850200003 34.542090938800008 34.394321486900004 46.177190236600005 47.001379125850008 0.48607826115000008 0.54191491270000014 0.46768060835000008 42.131954243650007 0.34307356065000005 0.34392682850000006 45.027406014450008 44.421469061800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 -7 -8 10 -10 11 12 -1 17 15 16 18 -12 19 -15 24 -22 -23 -24 25 -16 -26 -28 29 -29
right_child=1 2 3 -5 -6 6 7 -9 9 -11 13 -13 -14 14 20 -17 -18 -19 -20 -21 21 22 23 -25 26 -27 27 28 -30 -31
leaf_value=0.023116143138908918 -0.095876369174951098 0.021482716533990441 -0.12047725739679725 0.033375960207559778 0.024661325219169875 -0.0076603253866652215 -0.10230158282354353 -0.0093895273817042029 0.027424162661618411 -0.012370650237771886 0.035248804451999557 0.095179256116880204 -0.11083623926339936 -0.09940024187626495 -0.015934901007740386 -0.10829969954438563 0.092789510943447867 -0.025680116695766104 -0.11393277518595991 0.092770996246541781 -0.059083760893591304 0.046647652070948079 -0.084819837247147589 0.018319594704782064 -0.027138611887397617 0.069245004172660579 0.033772988694474766 0.0013826802905216797 0.025297864790388837 -0.04488014352186169
leaf_weight=0.41882862430065759 0.23916907949751376 0.77308291941881158 0.35895737743703648 0.4510996793396771 1.7053806090261776 1.0420655477792014 0.48781230775057327 0.37849505932535976 5.2319497913122159 2.8995281956158578 3.0108563616522579 0.24630388524383295 0.84569336004642537 0.17234324690889413 1.1936832064857292 0.91195292063639488 0.34772610012441874 1.2889574997825546 0.46716890369134489 0.1646250911289826 1.3519594703393512 0.91782147204503406 1.0400755745358767 2.4849017935048323 2.3006749497726551 1.3552269106730817 2.2823968306183806 189.72477710677185 3.4571645765099666 2.4933140516804988
leaf_count=11 74 8 29 20 33 8 24 23 24 32 39 3 115 40 33 56 3 25 22 4 37 7 28 55 22 12 12 1991 58 52
internal_value=0.00083526 -0.0189392 -0.00731609 -0.0348004 0.000993155 0.000814964 -0.0321952 -0.0617077 0.00109543 0.0132341 0.00063947 -0.0401163 -0.0664692 0.000925911 0.000598153 -0.0589119 -0.0198105 0.0169841 -0.0685012 -0.00551543 0.00118692 -0.0137644 2.64629e-05 -0.0121126 0.00161412 0.0293543 0.00126104 0.0015911 0.00121572 0.000782592
internal_weight=230.044 1.82231 1.58314 0.810057 228.222 226.516 1.90837 0.866307 224.608 8.13148 216.476 1.51083 1.26452 214.966 210.666 2.06382 1.15186 4.29981 0.804137 0.336968 208.602 5.79476 4.4428 3.52498 202.807 2.54891 200.258 197.958 195.675 192.218
internal_count=2900 131 57 49 2769 2736 55 47 2681 56 2625 129 126 2496 2432 125 69 64 66 44 2307 127 90 83 2180 45 2135 2113 2101 2043
is_linear=0
shrinkage=0.0942322


Tree=778
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 0 1 2 1 1 0 0 2 1 1 1 1 2 2 0 2 2 0 2 2 1 1 1
split_gain=0.0687428 0.161641 0.465155 0.31527 0.270211 0.088343 0.197017 0.13929 0.222997 0.114547 0.298188 0.247645 0.531755 0.518557 0.104817 0.38534 1.28695 0.588111 0.475883 1.03706 1.03915 0.409026 0.297184 0.572295 1.0627 0.450015 0.782468 1.16826 0.385855 1.36279
threshold=50.666627092000006 52.932444045400004 0.5810754169000002 0.61532588845000014 52.112812606450007 50.065525775750011 49.275256100300005 0.3972336157500001 0.43887907550000005 48.680511450650009 0.31123319660000009 0.31123319660000009 0.41932876265000008 0.37331217625000007 44.157169339850007 0.41367024935000007 0.39167988980000007 0.41865513010000005 0.34575312120000007 47.001379125850008 44.758188263300006 0.58859016195000013 43.19689381845 43.061965423550006 0.50356276755000018 42.988308018450006 42.773538294100007 0.34620220950000008 0.34632196640000007 0.35675578575000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 6 9 -8 -9 11 -11 12 13 -1 22 16 18 -17 -16 20 -20 -19 23 25 -25 26 -13 -28 -24 -30
right_child=1 3 4 -5 -6 -7 7 8 -10 10 -12 14 -14 -15 15 17 -18 21 19 -21 -22 -23 28 24 -26 -27 27 -29 29 -31
leaf_value=0.021278396504833808 0.056887505927451926 -0.13531057012292838 -0.12031974418084786 0.014330287067474193 0.010349936640201719 0.022760502980581129 -0.00702950599186258 -0.10338951817838078 -0.0023056840472495091 0.037556170079504993 -0.0012335531515386313 0.0015688576641606938 0.095953138832921295 -0.11157739449197215 0.020648778350582549 0.074777744913922861 -0.11561152492888434 -0.051561123197859091 -0.15069949401301563 0.019728892373803111 -0.018903224205753435 0.012928956639892056 -0.0040484267647575576 -0.081802290357973872 0.019365168561202847 0.040406205580884695 -0.083821110398693707 0.0050967627455679758 0.085195661964300506 0.0067503426798405115
leaf_weight=0.41775249782949575 0.64888026769767637 0.26948327487843915 0.32229059416567907 0.25142753118416294 0.26759007293730974 1.696764122811145 1.0424403157085169 0.46897887572413299 0.3536679131211713 2.8058401606976968 5.2689768676646054 166.56209656117812 0.22535844286903728 0.77481885336601408 3.529985409928484 1.1206960729323316 1.1240253458963696 1.1862005172588395 0.92356972955167327 2.2718058633618057 1.3762346275616435 3.8821781491060392 8.0120184086263198 2.1347464052378196 1.7419954676588529 2.6361074379310585 2.4992639550473532 3.0080753089077916 2.579933673143386 9.8848707117795112
leaf_count=11 32 48 28 6 17 33 8 25 22 11 45 1869 3 115 43 12 46 39 18 26 34 74 55 32 25 19 29 44 12 119
internal_value=0.000764239 -0.0181603 0.000730406 -0.0630836 -0.0610435 0.000910598 0.000746431 -0.0303636 -0.0599321 0.0010055 0.0122451 0.000585115 -0.0394514 -0.0650386 0.000849804 -0.00678594 -0.0192331 0.0117681 -0.0058614 -0.0263313 -0.0718308 -0.00216427 0.0014411 0.000183526 -0.0363432 0.000994059 0.000390264 -0.0352547 0.0124086 0.0229868
internal_weight=229.288 1.75967 1.23876 0.520911 0.589881 227.528 225.832 1.86509 0.822647 223.967 8.07482 215.892 1.41793 1.19257 214.474 15.4147 9.22562 6.18907 8.1016 4.57161 2.2998 5.06838 199.059 178.582 3.87674 174.706 172.069 5.50734 20.4768 12.4648
internal_count=2900 131 77 54 45 2769 2736 55 47 2681 56 2625 129 126 2496 292 167 125 121 78 52 113 2204 2018 57 1961 1942 73 186 131
is_linear=0
shrinkage=0.0961169


Tree=779
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 2 1 1 1 0 2 1 1 1 1 0 0 0 0 0 0 1 0 1 1 0 0 2 2 2
split_gain=0.290632 0.921806 0.771628 0.85272 1.13855 1.45592 1.33616 1.30092 1.1999 1.13787 1.05549 0.690245 0.571042 0.938312 1.18646 1.37225 0.55097 0.838311 0.63515 0.661048 0.529295 0.80227 0.75089 0.657316 0.6042 0.538427 1.26411 0.845619 1.31392 2.69793
threshold=0.52366695610000014 0.38042274180000007 0.38398550940000004 0.39971857130000005 41.395309858300003 47.833738492450003 0.39584144190000009 0.39388042275000007 0.3982365797500001 0.52511900840000014 37.360990606650006 0.4019490434500001 0.40259273675000007 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.53321756835000012 0.53839705400000015 0.54511840960000013 0.54317236010000014 0.52266399210000014 0.38906020780000011 0.51929582950000019 0.39024280710000009 0.39167988980000007 0.50579323975000012 0.50300889195000009 37.272044000450002 40.12915366295001 42.929886289700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 -3 4 6 8 7 -4 9 -6 -8 -5 -13 -14 15 -15 -16 -18 19 -19 21 22 25 -23 -25 26 -1 -27 -29 -30
right_child=1 2 3 11 5 -7 10 -9 -10 -11 -12 12 13 14 16 -17 17 18 -20 -21 -22 23 -24 24 -26 27 -28 28 29 -31
leaf_value=0.0001518818775998729 -0.0018244482300131966 0.0016054760016809156 -0.00033049392092840516 0.0012386098817932436 2.3077079523566642e-05 0.00035607064864167157 0.00050933215249694978 0.001557067736371473 0.0002105750687661142 -0.0024275873058093368 -0.0022859414244653957 -0.0011353805969247265 0.0015855031628944625 0.00043898609375689557 0.0017834402785497018 -0.0019667478510936179 -0.0016491916453920195 0.00014669292028001129 4.6599207214442171e-05 0.0010192756693226659 0.00078662997554943069 -0.0014234331266014383 0.0010058906027883344 0.00071534314059911017 -0.00095107914649975955 -0.0013769819874479194 0.0011311305893584886 0.00097827259334311257 -0.0021827127792984442 0.0005023395529533967
leaf_weight=132.11755073949098 1.0155852355528612 1.2160136997699726 2.6616494930349317 2.0752422069199374 0.91968846693634798 2.5350545907858759 0.87442660168744657 2.9705270903650671 1.3228278458118437 3.5026448089629412 1.279015935026109 1.4296542592346657 1.632272770628332 1.5381827194942155 0.77925566781777789 2.2377613042917801 1.0079864788567636 7.6441289747599495 47.397057829778987 5.9253704119473696 5.2113188420189536 2.1688200682401648 4.1001544794999054 1.8454994524363431 1.5300193513976408 2.1001346036791793 5.270432047545909 3.3780801407992822 2.3642730936408043 3.6753091695718467
leaf_count=1081 17 6 36 17 7 34 16 19 6 84 30 10 11 28 28 61 16 45 1010 29 35 16 27 12 73 15 43 19 31 38
internal_value=0.000122574 3.30401e-05 5.42482e-05 3.27475e-05 -0.000375534 -0.000881685 0.000162771 0.000665045 -0.00142784 -0.00191794 -0.00115089 0.000124274 9.10437e-05 0.000116767 8.07325e-05 -0.000986739 0.000144963 0.000124361 0.000153684 0.000527722 0.000171761 0.000151551 0.000178102 -0.000581165 -3.99951e-05 0.000155309 0.000189447 -0.000251909 -1.01859e-06 -0.000548759
internal_weight=253.726 89.9643 88.9488 87.7327 16.0658 8.28022 7.78562 5.63218 5.74516 4.42233 2.15344 71.6669 69.5917 68.162 66.5297 3.77594 62.7538 61.9745 60.9666 13.5695 163.762 158.55 153.006 5.54434 3.37552 148.906 137.388 11.5178 9.41766 6.03958
internal_count=2900 1510 1493 1487 232 131 101 55 97 91 46 1255 1238 1228 1217 89 1128 1100 1084 74 1390 1355 1254 101 85 1227 1124 103 88 69
is_linear=0
shrinkage=0.00196078


Tree=780
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 1 0 1 2 1 1 2 1 1 0 2 0 2 2 2 0 1 2 0 2 2 0 1 1
split_gain=0.447047 0.593436 0.61825 0.541653 0.802601 0.89562 0.509358 2.16213 1.88951 0.534717 1.60238 1.26769 0.861127 0.593356 0.56713 0.482226 5.43113 1.52126 0.998924 0.859484 0.95023 1.20671 0.714573 0.576175 1.35973 0.66631 0.600725 0.572786 0.495401 0.659054
threshold=42.178283198950005 42.027086531450003 0.34988473400000003 42.34047585750001 0.34503457980000002 0.53321756835000012 0.36000419150000007 0.49128768600000011 0.36254902550000007 41.21013581150001 0.41985269900000005 0.42922367590000005 41.134354310300004 0.39513787010000007 0.46419268885000003 0.48218616210000004 41.322103772800006 0.48181192180000004 41.468518788800004 41.289992964000007 40.922041107600009 0.47997065955000012 0.34569324270000007 39.039757512550004 0.47778509625000004 40.380906245900007 39.852039223600009 0.47760546090000006 0.33672644530000007 0.31810424840000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -6 7 15 -8 12 13 -12 -10 -11 -13 17 -17 18 19 20 21 23 27 24 28 26 -25 -20 29 -1
right_child=3 2 -4 -5 5 -7 8 -9 9 10 11 14 -14 -15 -16 16 -18 -19 22 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026636208706542228 0.00039648101677196735 0.00024163887571294402 0.0013971918464370024 4.4085374158811107e-05 -0.002508988629638058 -0.00011969857136950121 -0.0022307515830400377 0.0016892946832063238 0.00011525356569756306 -0.00054241481723619664 0.0016161863399330881 -0.00078422604865941846 0.0013402150670386776 -0.0019436837469742857 0.00076370893965116979 0.00069374961533412026 -0.001959895080683418 0.0015496652786155859 0.00085899567883907261 -0.00085731284925791838 0.00081422653795046426 -0.0011440263321738295 0.0014991842016631718 -3.1912329228849988e-05 0.0019163401283871524 0.00047576183108506822 -0.001073053921313782 -0.00031397402881607064 0.00044331803002219561 -0.0018368223677758086
leaf_weight=1.3404874503612574 1.5763310680631537 4.2268514491152009 3.0751842400641181 92.387309579607972 1.3003391372039916 1.1250423684250561 1.3659880972118106 3.9614915475249282 72.887490702553805 2.5652730166912061 2.0229464843869209 2.7826800304464996 2.2752623605774707 2.1235490590333939 1.3521781399031167 9.589148133993147 4.2927156761288634 3.4139183089137068 3.8995571190607716 3.6512153316289178 6.5489645916968575 3.2242676056921473 3.2600205354392529 5.4305465943180007 2.0505091398954391 4.6348646408878258 3.5064031789079309 2.7149377102032304 5.5454822157953458 1.0002784092212094
leaf_count=32 13 27 28 1177 22 20 23 29 937 33 10 26 12 28 45 47 25 10 44 20 37 22 12 30 11 29 25 17 67 42
internal_value=0.000119318 0.000181995 0.000728289 1.34944e-05 -0.000692758 -0.00140069 0.000156332 0.000283505 5.72659e-05 9.36039e-05 -0.000313376 0.000344259 0.000152335 -0.00117704 -0.000278022 0.000196629 -0.000126842 0.000286041 0.000193878 4.57666e-05 0.00014484 -1.91454e-05 0.00074785 0.000135135 0.000493884 -0.000127527 -0.000440403 0.000377547 0.00012403 -0.000632391
internal_weight=259.131 162.742 7.30204 96.389 4.00171 2.42538 155.44 68.0648 87.3754 86.0094 10.8466 6.1578 75.1628 4.68882 4.13486 64.1033 13.8819 50.2215 46.8075 36.933 33.2818 26.7328 9.87452 23.5086 9.93676 13.5718 8.93695 6.61449 7.88625 2.34077
internal_count=2900 1668 55 1232 55 42 1613 499 1114 1091 142 81 949 61 71 470 72 398 388 315 295 258 73 236 152 84 55 61 141 74
is_linear=0
shrinkage=0.00196078


Tree=781
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 1 1 1 2 2 0 2 1 0 2 2 2 2 2 2 2 2 1 1 0 0 0 0 0
split_gain=0.387077 1.44287 0.531118 1.17391 1.81893 1.02536 0.950242 3.15829 0.996385 0.940552 0.724606 0.77748 0.674838 0.789137 0.850733 0.63093 0.52381 0.785458 0.740978 1.10018 0.657395 0.583321 0.502769 0.967368 0.803411 1.54442 1.49497 0.753236 0.903578 0.958046
threshold=0.39167988980000007 0.39388042275000007 0.53484925600000011 0.39584144190000009 43.968221017800005 0.51589772760000019 0.40621538280000008 0.41753240920000007 0.39971857130000005 37.962710038050005 44.215931556700006 0.53136133645000017 38.238138001450004 0.43166372265000008 0.56369569775000017 38.771633980050005 40.79983011445001 40.337496327150006 41.134354310300004 41.24714903835001 40.532725462000009 40.21994457600001 40.823855932350007 0.42067602765000006 0.42829556000000008 0.54384599265000022 0.55671985870000007 0.56167480015000015 0.56704889075000009 0.57703362175000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 -3 5 -5 8 -8 -4 -7 -6 -12 13 -9 -15 -14 17 21 -18 -20 -19 -1 24 -24 -17 -26 -27 -28 -29 -30
right_child=1 2 6 4 10 9 7 12 -10 -11 11 -13 15 14 -16 22 18 20 19 -21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=0.00026982872946734678 -0.0021484042953982224 0.00055902907061999092 -1.9465786715277885e-05 0.00046657872979535684 0.0015278528133814565 -0.00010994944815919953 -0.0023852546990232185 -0.0022171395421003636 0.0013404216935643722 -0.0023177118686579473 -0.0020448943923224521 0.00041739920276147872 0.00086724844413994904 0.00082328950698780661 -0.0012063303779831485 -0.00070671793509280575 -0.00057506885899359975 0.0014245064104481881 0.0011865150006986967 8.9004071675727626e-05 0.00039085246335768557 -0.00059803822159372119 0.0012540671844215024 0.00013438126858129841 0.002324367008537592 -0.0018653555533662727 0.0014265199310207115 -0.0012665621574346477 0.00084750388211890797 -0.0014296734460405238
leaf_weight=57.835521969191177 1.1664157553459507 4.0416397264925754 3.743481047684325 0.89006033141049368 1.2896530330181124 0.94584794738329936 2.0144565160153425 0.95794768049381573 4.6378817327786237 3.4404197424883023 0.69362619343155563 1.7047514552250502 4.5076997049545744 1.5954848750261592 1.5806050913288343 6.6579057406634119 6.0867854477837673 4.0832737223245186 3.6482662416528902 93.748348648790852 5.6233664648607373 3.139175913995131 3.2484448794275513 34.191992061172641 1.1345550417900074 1.5381983947008828 1.6486602849327026 1.7335288748145101 3.6124259792268276 0.88417328948708007
leaf_count=439 56 30 40 24 11 29 54 44 30 71 76 14 39 20 240 42 40 26 19 795 33 21 18 530 3 17 8 20 27 84
internal_value=0.000123979 1.78725e-05 4.70186e-05 -0.000318288 -0.000713832 -0.00145226 0.000111496 3.17277e-05 0.000733037 -0.00184163 0.000342614 -0.000294712 0.000108656 -0.000657248 -0.000186766 0.000162179 0.000177506 0.000307619 8.86363e-05 0.000130114 0.000825678 0.000225148 0.000104022 0.000231529 -0.000173378 0.000163154 -9.72282e-05 0.000247968 -6.39082e-05 0.000399739
internal_weight=262.025 87.8599 86.6934 13.006 8.96436 5.27633 73.6874 65.3061 8.38136 4.38627 3.68803 2.39838 63.2916 4.13404 3.17609 59.1576 174.165 70.6813 103.483 97.3966 9.70664 60.9747 54.6499 37.4404 17.2094 10.5515 9.41699 7.87879 6.23013 4.4966
internal_count=2900 1527 1471 255 225 124 1216 1146 70 100 101 90 1092 304 260 788 1373 519 854 814 59 460 749 548 201 159 156 139 131 111
is_linear=0
shrinkage=0.00196078


Tree=782
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 0 0 1 1 1 1 2 0 1 1 2 0 0 1 2 1 2 0 1 2 0 1 0 0
split_gain=0.272042 1.81084 1.37478 1.11607 0.781912 1.35639 1.46413 1.24945 1.74367 1.22996 1.24553 1.22049 1.52121 1.02062 1.01802 1.85312 0.974817 0.709111 0.729347 0.709601 0.700354 1.40862 1.93291 0.81013 0.666934 0.643109 0.590118 0.750495 0.569511 1.3612
threshold=0.50579323975000012 0.37668033890000002 0.50356276755000018 0.36998892250000009 38.703421923500009 0.52428071015000011 0.53136133645000017 0.52266399210000014 0.38042274180000007 0.38906020780000011 0.39458399450000009 0.39584144190000009 44.086690780350004 0.51929582950000019 0.38906020780000011 0.39051226010000012 39.945535567850008 0.56369569775000017 0.54679500610000009 0.42892428370000008 38.592454371550012 0.36195024100000012 40.742467179200005 0.46594413340000007 0.36998892250000009 37.272044000450002 0.41932876265000008 0.32272985840000007 0.54279811980000015 0.54017843775000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 20 -2 13 7 9 8 -6 -7 -11 -12 -13 -3 -15 -16 -10 18 28 -20 23 -22 -23 26 -24 -19 -1 -28 29 -17
right_child=1 4 -4 -5 5 6 -8 -9 16 10 11 12 -14 14 15 17 -18 25 19 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021358821419567792 -0.00015180171993086169 -0.0014598913557628348 0.0011698201081925389 -0.0016458374470237278 0.0016675725964344255 0.0011540263870457499 0.00016090152851032822 0.0015253404890296478 -0.0010274683045482108 -0.0023850552967602419 0.00089920035453298008 -0.0023322446905947188 0.00047041517648642526 0.00082311002389859518 -0.0030505934317848573 -0.00045807298383862327 0.00043036701177547439 -0.00024851625360359023 0.0019663650032326913 0.00011700792805190475 0.00011995165003117199 -0.0029468713194787896 -0.00096788360327267151 0.0006708606980176438 0.00048089990493298875 -0.0024344983872615134 0.0014356348883794688 -0.00072803303442942708 -0.0012548215340515056 0.0015870985974954961
leaf_weight=0.60992353196707272 3.9168818483594796 2.3438302073627737 5.0187851056689388 3.7750881128013134 2.6838480308651906 1.1292865592986334 71.169206410922925 4.9317776688767472 3.0440360493957996 1.9311492126435039 1.5650233477354047 1.881853372557089 1.2320399940654168 3.7787972986698177 0.89496427960693736 5.8020680804038403 4.1918953309796052 1.1920616309434984 1.270889061095658 2.1423603987786919 114.53147663606796 1.3175276517868031 2.5405618128133938 15.285010603780391 2.3530936764436774 0.91428714601352101 0.9253724962472919 1.84565465498963 1.7713688533985985 1.5951764315832404
leaf_count=62 38 22 35 47 19 9 910 37 15 40 6 40 40 19 11 86 40 208 22 36 830 18 35 89 45 60 7 46 18 10
internal_value=0.00010384 3.61366e-05 0.000161573 -0.000885049 9.7503e-05 0.000175139 7.28243e-05 0.00071875 0.00031774 -0.000737113 -0.0010602 -0.000513389 -0.00122335 -0.00023785 -8.99185e-05 -0.000311321 -0.00018292 -0.000144415 3.18621e-05 0.000805597 0.000125275 7.0632e-05 -0.000838802 0.000478742 -0.000271242 -0.00119737 -0.000389809 -5.48552e-06 -0.000256181 -1.70426e-05
internal_weight=267.585 123.158 144.427 7.69197 115.466 93.7601 78.9086 14.8516 9.91978 7.73935 6.61007 4.67892 3.11389 21.7058 19.362 15.5832 7.23593 14.6882 12.5819 3.41325 139.409 120.743 6.21118 18.666 4.89366 2.10635 3.38095 2.77103 9.16861 7.39724
internal_count=2900 1733 1167 85 1648 1156 1045 111 74 135 126 86 80 492 470 451 55 440 172 58 1132 928 98 204 80 268 115 53 114 96
is_linear=0
shrinkage=0.00196078


Tree=783
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 1 0 2 0 1 0 2 0 0 1 2 1 1 1 0 2 0 2 0 0 1 0 2 1 2
split_gain=0.0864919 0.405264 0.228234 0.251915 0.113497 0.0985652 0.864915 0.354384 0.345401 0.188042 0.186005 0.785407 0.147075 0.282999 0.568279 0.565742 0.389558 0.367027 0.528511 0.653576 1.20479 0.358098 1.1481 0.285676 0.615277 0.476626 1.35768 0.707796 0.72465 1.10832
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 30.509590007400003 0.34193587020000005 0.4447920721000001 37.572218886150004 0.43780126340000008 0.34392682850000006 0.47305469895000007 42.131954243650007 0.47512050540000011 0.47670728420000003 0.3447651268000001 43.162556114600001 0.3447651268000001 0.34491482290000003 0.34500464060000008 0.47778509625000004 42.448133449100006 0.47868327295000007 40.337496327150006 0.47943175355000006 0.47997065955000012 0.35585760905000008 0.48759019190000008 43.279086095950007 0.34542378970000004 41.395309858300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 8 -8 -4 -7 11 -11 -12 14 -14 -16 -15 -18 -19 20 -20 22 -21 -23 -25 27 -27 28 29 -26
right_child=2 -3 5 -5 -6 9 7 -9 -10 10 12 -13 13 16 15 -17 17 18 19 21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.014067704910655432 -0.0021190964425802129 0.054121378617201128 -0.0026021857515970848 0.059780988474328486 -0.084448888796030325 0.021146430225916089 -0.022779142516097192 -0.10882277194049171 0.056723341124906651 -0.11098301053283254 0.020520963191070277 0.012073238308197533 0.0050479768443675464 -0.021664919988290052 -0.11884401105426501 -0.0031013039221387609 0.025296609361395179 -0.04311468630891363 0.048619276036412404 0.037883373064766988 -0.019335987113100469 0.02469248455510006 -0.0789983562091464 -0.035775672799884493 0.013265019697682704 -0.086675240289084701 -0.00034645527319665726 0.04264042313073723 0.012806685905132566 -0.060950982084893468
leaf_weight=0.34377208583100471 1.1999816877560072 0.44468835342468083 10.56598032811598 1.3349399054832245 0.61280446347882389 4.5414755046367636 0.84860533103346725 1.004904913017526 1.0357442069798715 0.72769415040966068 3.7532251127995542 1.5829963069118091 2.5103226229548445 6.7599911615252486 0.9416605223668737 0.7134491098113358 6.4362805597484103 2.5194529481232157 7.2637626454234105 1.3671396337449544 3.8297853651456535 4.8471020301803938 1.9742228242103008 4.3641614243388167 4.1878219470381728 1.777897068648598 115.73375577901288 5.7047642916440955 28.028904242441058 3.5937602110207081
leaf_count=34 36 114 215 36 32 24 7 47 7 46 29 28 12 36 36 12 32 20 30 10 35 27 37 30 22 26 1692 24 141 23
internal_value=0.00107576 -0.0232073 0.00122426 0.0304787 -0.0591555 0.000897014 -0.00724111 -0.0694288 0.0026941 0.00141072 0.000981083 -0.0266802 0.0012909 0.000934573 -0.0243555 -0.0689521 0.00146557 0.00228153 0.00148166 0.00209673 0.0251593 0.000605613 -0.0311755 0.00123681 0.000540986 0.00153762 -0.00165257 0.0105677 0.00545834 -0.0210101
internal_weight=230.551 1.40126 229.15 2.53492 0.956577 226.615 13.4552 1.85351 11.6017 213.16 208.618 2.31069 206.307 202.554 4.16543 1.65511 198.389 191.629 185.193 182.673 11.0935 171.58 3.34136 168.238 163.391 159.027 117.512 41.5153 35.8105 7.78158
internal_count=2900 180 2720 72 66 2648 276 54 222 2372 2348 74 2274 2245 60 48 2185 2149 2117 2097 65 2032 47 1985 1958 1928 1718 210 186 45
is_linear=0
shrinkage=0.0980392


Tree=784
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 1 1 0 2 2 2 2 0 1 0 0 2 2 1 0 1 1 1 2 0 0 2 0 0
split_gain=0.0754522 0.522889 0.208368 0.208597 0.334061 0.240076 0.21088 0.152657 0.236517 0.610886 0.375601 0.193906 0.223908 0.207428 0.183026 1.28418 0.151025 0.939991 0.587383 0.42347 0.699976 0.391348 0.247984 0.235991 1.04689 0.672939 0.595302 0.523782 1.44708 0.498775
threshold=0.48627286610000009 0.61532588845000014 0.50064369330000014 0.66697104880000013 0.68186581240000022 0.52041855035000018 0.52332265500000019 0.46208197360000008 0.56424957340000015 44.710446918150005 42.622319549950006 41.792045663550006 38.938637541200009 0.5726475255500002 0.45393850480000009 0.58258734765000009 0.57600071855000012 46.650420857800007 41.093509583400007 0.44705248345000009 0.56323163980000013 0.43887907550000005 0.44286099220000008 0.42829556000000008 42.297164883650005 0.55335169605000012 0.55041765215000005 39.945535567850008 0.54910032635000017 0.55754318735000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 5 -5 -4 -7 14 -9 10 11 12 -10 -14 16 -16 19 18 -18 21 -21 23 -23 26 27 -26 -1 28 -25 -28
right_child=1 2 3 4 -6 6 -8 8 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 22 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.0011570560395585783 -0.10368485343151908 0.029503076510636352 -0.090828012243082942 0.042025791362913532 -0.10505675253598901 0.082054366788364613 -0.10164453325106396 0.044964174759261955 -0.12471608054375181 0.046103320530243963 -0.11537453104355316 0.026271294935406166 0.031588349826386947 -0.058713754087798699 -0.10989367151025378 0.017194865815835982 -0.001940210617947771 0.036555755354857812 -0.12491262081168025 -0.0088979144480062101 0.05783802524617622 -0.055816078367129179 -0.0037356236402773129 0.068499168411421271 -0.12512888609670725 -0.010679734504414194 -0.018920495849495879 0.045943654698532281 -0.088513589645084753 -0.11002449458933888
leaf_weight=187.54097381369229 0.54462223550444777 1.5093501223309433 0.60740640999028961 0.75532537194339966 0.19410268994920443 0.18772654951317236 0.093674766188087233 2.0002503786236039 0.23331223218565433 1.9056645555538123 0.41974699404090632 0.81708376482129086 0.48135069664567687 0.53945098968688399 1.137054961145622 2.643637293826032 0.66332048363255969 1.482947467593476 0.93726056185550988 2.923583356110611 3.3988564917817712 1.9689496978244272 1.7068259895313529 1.1894099521450683 0.67801832784971283 2.120479472912848 2.2533115747282859 6.6556667145341635 1.1589074073126537 0.81948868896870397
leaf_count=1772 127 33 58 35 129 6 62 13 57 19 15 11 9 34 50 39 36 25 17 24 23 25 17 10 56 16 50 35 55 42
internal_value=0.000990689 -0.0128139 0.00196994 -0.0206371 0.011956 -0.0554532 0.0209034 0.00122878 0.0164563 0.00348662 -0.0291167 -0.0116358 -0.0363331 -0.0161325 0.000784554 -0.0210274 0.00116722 -0.0208049 -0.0739498 0.00148618 0.0269784 0.000704137 -0.0316328 0.00129136 0.0150133 -0.0384084 0.000441719 0.0316171 -0.00898748 -0.0432171
internal_weight=229.568 3.89221 3.34759 1.83824 0.949428 0.888808 0.281401 225.676 6.39686 4.39661 2.49094 2.0712 1.25411 1.0208 219.279 3.78069 215.498 3.08353 1.60058 212.414 6.32244 206.092 3.67578 202.416 11.8025 2.7985 190.614 9.00398 2.34832 3.0728
internal_count=2900 450 323 290 164 126 68 2450 158 145 126 111 100 43 2292 89 2203 78 53 2125 47 2078 42 2036 172 72 1864 100 65 92
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 2 2 2 1 2 1 1 0 1 0 1 0 2 2 0 0 2 0 2 1 0 0 0 2 1
split_gain=0.503258 1.0466 0.947849 0.952907 1.37503 1.75802 1.06195 1.83687 0.753468 0.644558 0.581788 1.27734 1.34219 0.717353 0.824228 1.05582 0.95321 0.603802 0.7522 0.65592 1.71618 0.539075 0.497628 1.61155 0.970228 0.659108 0.66638 1.67527 0.855585 1.79375
threshold=0.52428071015000011 0.39971857130000005 38.318569170500005 43.633733172900008 0.39584144190000009 41.395309858300003 43.933728833200007 47.833738492450003 0.4019490434500001 42.654057868200006 0.41753240920000007 0.40621538280000008 0.53321756835000012 0.41808628485000005 0.54017843775000018 0.41865513010000005 0.54095685760000012 38.386256906100009 37.962710038050005 0.54317236010000014 0.54511840960000013 38.771633980050005 0.52266399210000014 39.134693790050008 0.38906020780000011 0.51929582950000019 0.50579323975000012 0.50300889195000009 38.592454371550012 0.36195024100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 4 5 -4 -5 -8 -3 -7 11 -10 -13 -12 15 -15 -16 18 -18 -19 -21 -22 24 -24 25 26 27 28 -1 -30
right_child=1 8 3 6 -6 9 7 -9 10 -11 13 12 -14 14 16 -17 17 19 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00057487151811118863 0.00040318112251933031 0.0012611773575605227 0.0005062796691597041 0.0012096558143692491 -0.0023100582394604704 -0.0025455616629448908 -0.0026534056424108712 0.00028528468886020739 0.00038281738296848362 -0.00064409375229108369 0.0013924500752008461 0.00020102320509873914 -0.0023161441786684624 0.00035952675168051578 0.0019707203493426017 -0.0019147892020220441 -0.00020411688742734136 -0.00065964505592349841 -0.0024498506953724341 0.0012492230810602384 0.0010467292394913557 5.7268679453630289e-05 -0.00046569354654510479 0.0014846791190670828 -0.00060672271842505292 0.00096991921846724708 -0.00024561464155725498 0.0012235140852367946 0.00016857595486834007 -0.0010502822284765463
leaf_weight=18.230234933878819 4.2807346368208554 2.1802535634487858 2.9241575603373331 1.798482097685336 2.4514374556019902 1.4974958021193745 1.1792819164693358 2.6676118073519319 3.4870436142664394 1.2638674844056366 1.7387450692476694 1.3591539252083751 2.0320545586291701 1.4631207436323159 1.1072894930839527 1.6926996504262204 3.0713288991687473 3.2773039937019339 0.70506183164070524 5.7777477875351897 2.2354613310344567 39.93360796147681 2.6814878857694557 4.1490350575768389 5.8296269513666621 4.2456753903534254 12.584645110648124 6.1807112731039515 112.51189811869699 4.8418850884772828
leaf_count=199 57 17 21 9 48 27 28 36 27 15 10 26 56 8 5 39 276 18 30 25 25 684 20 38 101 27 103 43 829 53
internal_value=0.000138476 1.8074e-05 -0.000402765 -0.000653088 -0.00108253 -0.000553261 -3.41058e-05 -0.000615584 0.000126574 -0.00167527 9.01322e-05 -0.000450465 -0.00130729 0.000151087 0.000114666 -0.000860357 0.000169507 0.000133244 -0.000623401 0.000189026 0.000247035 0.000109722 0.000200432 0.000719013 0.000178889 0.000207766 0.000186802 0.000225188 0.000179678 0.000118287
internal_weight=259.379 88.1239 18.0631 13.7823 8.13696 5.68552 5.64538 3.84689 70.0609 2.76136 67.8806 6.87825 3.39121 61.0024 59.2636 3.15582 56.1078 55.0005 3.77639 51.2241 47.9468 42.1691 171.255 6.83052 164.425 158.595 154.349 141.765 135.584 117.354
internal_count=2900 1487 241 184 111 63 73 64 1246 42 1229 109 82 1120 1110 47 1063 1058 306 752 734 709 1413 58 1355 1254 1227 1124 1081 882
is_linear=0
shrinkage=0.00196078


Tree=786
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 0 0 1 0 1 1 0 0 1 1 1 1 2 1 2 2 2 2 0 1 1 1 0 1 2
split_gain=0.071558 0.822027 0.476715 0.53429 0.345328 0.235073 0.30525 0.493776 0.917963 0.154582 0.616145 0.224323 0.129994 0.620066 0.228396 0.216886 0.153609 0.149801 0.378311 0.154391 0.327802 0.126199 0.114549 0.798674 0.898842 0.766186 1.40616 1.4058 0.724243 0.348982
threshold=0.39672464895000009 49.110028829250005 0.31123319660000009 48.680511450650009 0.37331217625000007 0.3972336157500001 0.42314601355000009 0.31148768000000004 0.41155953415000007 0.32272985840000007 0.33672644530000007 0.45006137540000007 0.46768060835000008 0.35814795965000007 0.34307356065000005 0.34392682850000006 0.34427112960000006 50.264779514000004 0.48363821445000005 51.307674290650006 52.112812606450007 42.297164883650005 47.833738492450003 0.51017933595000009 0.39135055835000004 0.40367054880000008 0.44922307715000004 0.61802041855000012 0.52041855035000018 46.177190236600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 7 -7 -9 -8 11 -11 13 -12 -14 -16 -17 22 -19 -20 -21 -15 29 -24 -25 -26 -27 -28 -29 -18
right_child=5 -3 -4 -5 -6 6 9 8 -10 10 12 -13 14 21 15 16 17 18 19 20 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.018273796376890947 0.035366218038661509 -0.11405365421268041 -0.047719373273007015 0.053706451639737265 -0.10951246055894476 -0.10692505727214077 0.020806474157311187 0.096554707838937881 -0.10702151047292624 -0.018517048316399515 0.058686754220023819 -0.092436396525255857 -0.028672211002300167 0.0044633765835391456 0.031151960610884866 -0.026808168264532365 0.001604863250473608 -0.10091399689426453 -0.042190826909425223 0.070599326680758107 -0.028617798719287511 -0.053559114966707809 0.082625102310644016 -0.083240301472285644 0.069254491587441278 -0.11017904834642657 0.095909849413534656 -0.11750335208067308 0.023757933623506776 -0.032289576831966066
leaf_weight=0.42835584376007307 1.8455116328550492 0.61731803230941285 1.1116252910869659 1.9625055640935896 0.35920455703308107 0.63131737368530483 3.6571797898504874 0.45958047150634229 0.36887334096900304 0.67997746169566997 1.7566700657034737 0.85766721997060813 2.3659699191339305 0.63610736271220936 2.2333526089787474 1.8140571266412724 193.75086721676394 0.46104283045497085 0.63827449700329442 0.55865543836262055 0.68466202126001008 0.76014970720279962 1.2722819466143835 1.0247317804023621 1.6577332229353485 0.94868776379735242 1.3338311882689597 0.63884407049044944 0.70569149992661551 2.8476232120447085
leaf_count=11 12 10 28 6 91 32 33 8 44 12 36 39 19 24 12 12 2089 81 26 13 30 24 10 14 16 24 10 13 35 86
internal_value=0.000963739 -0.0110658 0.0053975 0.0268683 -0.0400092 0.00120365 0.000920596 -0.0428878 0.00591134 0.00120959 0.00088027 -0.0597478 0.00131169 0.0206854 0.00102482 0.0013585 0.00103912 0.00128372 -0.0228836 -0.00376391 0.0159631 -0.0271252 0.001561 0.0131539 -0.000854586 0.0151202 -0.00962172 0.0259961 -0.0433611 0.00111392
internal_weight=229.068 4.47901 3.86169 2.75007 0.78756 224.589 222.744 1.45977 0.828454 221.284 217.627 1.53764 216.089 3.15293 212.936 210.57 208.337 206.523 2.34263 1.88159 1.24332 1.39626 204.18 7.5818 6.30952 5.28479 3.62705 2.67837 1.34454 196.598
internal_count=2900 146 136 108 102 2754 2742 84 52 2658 2625 51 2574 84 2490 2471 2459 2447 150 69 43 48 2297 122 112 98 82 58 48 2175
is_linear=0
shrinkage=0.0961169


Tree=787
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 0 0 0 2 2 2 2 2 0 0 0 2 0 1 2 1 0 2 0 0 0 0 1 0
split_gain=0.254619 0.934857 0.667229 0.803254 0.644547 0.980818 4.00328 2.02543 1.56661 1.33598 1.20325 1.4649 0.897437 0.790686 1.19302 0.627429 0.569369 0.561777 1.41175 2.32759 0.556447 0.619473 0.533371 0.528211 0.773998 0.409428 0.390096 0.878949 0.385156 1.84895
threshold=42.564639561200003 42.487106141350004 0.57944372925000021 0.58388970390000006 43.162556114600001 0.34632196640000007 0.49588335680000006 0.48101853240000009 0.47715637260000004 42.674081447500008 42.773538294100007 43.022303514600004 42.852084787850011 43.542456167850005 0.47886290830000006 0.58859016195000013 0.62143349005000015 42.178283198950005 0.48851830785000006 0.34545372890000009 42.027086531450003 0.34632196640000007 0.51818807820000012 43.740100730350001 0.52833747495000016 0.52468488970000016 0.51818807820000012 0.54317236010000014 0.36000419150000007 0.49128768600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 -4 5 7 -7 8 10 -8 -2 -12 -11 14 -6 -5 -17 20 19 -19 28 -22 -16 24 -15 -20 -14 -28 29 -1
right_child=4 -3 3 15 13 6 9 -9 -10 12 11 -13 26 23 22 16 -18 18 25 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00019064319984162206 0.0013070854499078483 0.00093442871850974894 -0.0028961846170822321 0.00078973158418236926 -0.0010295686942571091 -0.0032875155821430898 0.00085029996878804349 0.001128618783297424 -0.0016004244653513569 -0.0021879158273609869 -0.0031851486100118605 0.00097326632560861155 0.00032969832005196693 -0.0015559524361843291 0.0012845873661622524 -0.0021103775623318253 6.5279033746415963e-05 7.8730651183937325e-05 0.00082061326783865304 -0.0029481472137121408 0.0001451466564301532 0.001306354695114118 0.00028775824040394972 8.6045626946409928e-05 0.00037530261351904605 -0.00017286158174873662 -0.0024037876414392274 0.00024376644760589999 7.0024646025199108e-05 0.0016289415723242586
leaf_weight=62.334476661912049 2.0067103624751348 5.8269916893041218 0.543307568681484 1.2086947168118061 1.4276287395769021 1.8757325907354232 3.3118985247056099 4.64887335896492 3.0090962061658502 1.2540951989867606 0.65357208381465148 0.6492257783684181 1.9826517235487702 1.8700185470806894 5.4012116808444244 0.92854315815566202 0.92131980243902944 2.309906482259974 2.944045078009367 1.6923272632993756 3.5637621110654427 3.5019413465633988 3.3397728454729076 43.655442580478848 1.3915602978086097 3.4801371358335018 0.85065507097169746 1.1127050685790889 84.537855021470023 3.6367409490048876
leaf_count=470 15 44 36 21 38 24 26 18 33 24 22 23 12 26 23 134 192 32 14 22 25 21 38 682 18 34 16 29 759 29
internal_value=0.000120926 0.000162052 0.000135825 -0.000699196 2.78991e-05 -0.000262702 -0.000694485 0.000146256 -0.000576511 -0.000123076 0.00035446 -0.00111288 -0.00074301 0.00013661 0.000632292 -0.000308933 -0.0010268 0.000153728 -0.000287062 -0.00120117 0.000182894 0.000720671 0.000903717 2.91782e-05 -0.000731978 0.000282424 -0.0002838 -0.000903326 0.000157648 0.000269931
internal_weight=255.871 177.43 171.603 3.60187 78.4409 21.3552 10.3877 10.9675 6.3186 8.51201 3.30951 1.3028 5.20011 57.0856 10.1686 3.05856 1.84986 168.001 10.4264 4.00223 157.575 7.0657 8.74098 46.917 3.26158 6.42418 3.94601 1.96336 150.509 65.9712
internal_count=2900 1833 1789 383 1067 242 131 111 93 107 60 45 81 825 99 347 326 1406 102 54 1304 46 61 726 44 48 57 45 1258 499
is_linear=0
shrinkage=0.00196078


Tree=788
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 1 2 0 2 1 1 0 0 0 1 2 2 0 0 0 1 0 2 1 0 2 1 1
split_gain=0.0749974 0.32445 0.248631 0.459156 0.870232 0.38081 1.02474 0.565958 0.589812 0.488745 0.244979 0.190327 0.135105 0.46318 0.165608 0.429634 0.264098 0.121773 0.296453 0.114442 0.666416 0.51169 0.263569 0.248176 0.324367 0.297586 1.06517 0.557387 0.230131 0.764536
threshold=36.514114975300011 36.372781240150012 36.173488152900006 36.072790850000011 35.97706729810001 0.49850303880000008 0.36597706655000006 0.34392682850000006 35.131296350900008 0.50482021495000018 37.020641110850008 0.36543816055000006 0.37852160115000005 0.51243974730000008 0.52215502530000013 0.53781323915000012 0.43625939340000008 35.131296350900008 33.96174662340001 0.42646926740000007 0.3972336157500001 0.41155953415000007 0.32600820335000008 0.39672464895000009 48.919835655300012 0.31100865245000009 0.39614083410000006 44.921040431000009 0.34307356065000005 0.34193587020000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 17 -9 -8 11 -2 -11 -14 -15 -16 -17 18 -1 20 23 -22 -21 24 25 26 27 -12 29 -24
right_child=10 -3 -4 -5 -6 6 9 8 -10 12 19 -13 13 14 15 16 -18 -19 -20 22 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.012309988027799684 -0.051656498590707728 0.05479409829794845 -0.050372543456635971 0.090944116823308843 -0.11679151228496028 0.096845181373005101 -0.11337196774285337 -0.10651310457227754 0.003540250944176608 0.061999765174717357 -0.10127130069894846 -0.0077123023214578958 -0.11883957460453415 0.043958820034566089 -0.10515534114904181 0.036231196641974821 -0.10048553793848422 -0.0038633769071412518 0.094396924421511791 0.029535702979607125 -0.01547731199762839 -0.13431699572458283 -0.082504975023514879 0.033459495143049189 -0.048445948190680502 0.036427194339322115 -0.1878181771676555 0.067024691240662723 0.0014622323664450648 0.011487374992380306
leaf_weight=0.45338235299276719 1.4492555041215371 1.2979553034783755 0.78052800509613085 0.59053080860758278 0.55931582069024521 1.4361008405685423 0.33511941100005094 0.95791381592698577 0.91531835129717365 0.43054092861712012 0.25614734264672667 2.7352149590824411 0.27173073496669564 1.1410308002959939 0.3274441846879198 1.1659156180030548 0.15371113269520709 0.84285384928807605 0.55853753350675106 3.1640888042747966 0.73248452867846914 0.66386309480003547 1.32996706967242 1.8171368166804311 1.4041326176375148 1.6473880242556331 0.30118229985237122 0.72318308986723423 197.99382091352891 2.2205875180661678
leaf_count=41 12 12 24 12 12 11 6 36 10 5 93 48 4 14 17 35 153 8 8 28 19 43 47 7 13 7 2 9 2153 11
internal_value=0.000981053 0.00845413 0.00294613 0.00705057 0.00186237 0.00924479 0.0262297 -0.0147272 -0.0527377 -0.000279556 0.000559198 -0.022932 0.0105787 0.00334341 0.0152515 -0.00463595 0.0203063 0.0236616 0.0465878 0.00102231 -0.0108351 -0.0719771 0.00145937 0.00304901 -0.00970712 0.00887085 -0.0265806 0.0230063 0.0010186 -0.0237203
internal_weight=228.656 12.2179 10.92 10.1394 9.54892 8.9896 5.26159 3.72801 1.87323 3.82549 216.438 4.18447 3.49037 3.05983 2.7881 1.64707 1.31963 1.85477 1.01192 212.254 7.54552 1.39635 204.708 6.14917 4.33203 2.9279 1.28051 0.97933 201.544 3.55055
internal_count=2900 408 396 372 360 348 245 103 46 234 2492 60 228 223 219 205 188 57 49 2432 193 62 2239 131 124 111 104 102 2211 58
is_linear=0
shrinkage=0.0980392


Tree=789
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 0 0 0 0 0 1 1 1 1 1 1 2 0 0 1 1 2 1 1 2 2 0 2 1
split_gain=0.254951 2.47236 0.791595 0.669726 0.840572 0.656245 0.657732 1.71741 0.475657 1.03368 0.830982 0.5122 1.37981 1.83196 2.2471 1.27612 0.783243 1.53553 0.989144 0.514045 0.418121 1.86246 1.1539 1.0647 0.633276 0.454652 0.655838 0.386543 0.374199 0.313304
threshold=0.51700547890000015 0.38042274180000007 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.52266399210000014 0.52428071015000011 0.52646627350000019 0.48181192180000004 0.48218616210000004 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.3459626957000001 0.3465914194000001 0.35877668335000007 41.840895355800008 0.49678153350000009 0.49588335680000006 0.37668033890000002 0.37138109635000011 39.852039223600009 0.36730936200000003 0.38042274180000007 40.305698932850007 40.742467179200005 0.50041914915000019 39.468990633150007 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 -5 -6 28 -8 10 -10 -1 -11 -13 -14 -15 -16 17 -17 -18 -19 21 23 -23 27 -22 -26 -27 -20 -7 -9
right_child=1 2 3 4 5 6 7 29 9 11 -12 12 13 14 15 16 18 19 20 -21 24 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00010028420406192121 -0.0019868953661332576 0.0014921784017691145 -0.0010933088702604734 0.0009030254991180749 -0.00069095620735868681 0.00027611613192646825 -0.0022711694713458456 0.00088095891589330948 0.0013208744624485975 -0.00052488725517533597 -0.0011607622793947724 0.0012781728417084058 -0.001021606699825177 0.001710591035526326 -0.00093252715663253783 0.0014708831553139766 -0.0010789291199696778 -0.00032195014665113643 0.00031903347424130186 0.00059011571969570342 0.0012391410402526428 3.0748436788924275e-05 -0.0022124987091731354 0.0010819376730437705 -0.00082670421904862195 0.0019431714525255848 -0.0002788658021654713 -0.00049115583928226961 0.0013046862851703051 5.5627217005490225e-05
leaf_weight=84.185408041645132 2.2629646812565616 1.5142360543832172 1.8869225792586792 4.6158800274133673 4.4266226846812051 3.0159046002663663 1.2186240292940045 1.8070690315216769 3.5490117962472132 3.2501945970579973 2.0581587310880414 4.8355541229248038 4.440887212753295 3.955859273672103 3.7078675478696814 5.3396593052893868 2.6080079081002649 4.5203803479671461 5.0524966716766411 5.0077061885967851 3.2003225581720463 1.568845879286527 2.0125386472791433 4.9881500750780097 1.4127271729521456 0.84985411167144809 1.2796258870221207 4.1022914005443454 2.476507994280837 82.53203273183226
leaf_count=829 38 12 17 21 37 20 53 11 12 20 14 18 26 12 20 34 35 22 26 24 22 11 34 34 18 3 37 26 27 1387
internal_value=0.000114478 4.05552e-05 8.48868e-05 6.39908e-05 8.58079e-05 4.6299e-05 8.21425e-05 3.99178e-05 0.000165936 0.000291655 7.019e-05 0.000232867 0.000274693 0.000184913 0.000292923 0.000170075 0.000267548 0.000629134 6.89893e-05 0.000157407 0.00019135 3.32548e-05 -0.00122983 0.000353103 0.00060694 3.57576e-05 0.000607927 -4.40151e-05 0.000739895 7.3311e-05
internal_weight=257.682 105.757 103.494 101.98 100.093 95.4768 91.0501 85.5577 151.926 65.682 86.2436 62.133 58.8828 54.0472 49.6063 45.6505 41.9426 14.8677 27.0749 9.52809 24.4669 17.7243 3.58138 14.1429 6.74253 3.54221 2.12948 9.15479 5.49241 84.3391
internal_count=2900 1623 1585 1573 1556 1535 1498 1451 1277 434 843 422 402 384 358 346 326 80 246 46 211 131 45 86 80 58 40 52 47 1398
is_linear=0
shrinkage=0.00196078


Tree=790
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 1 1 0 0 1 1 2 2 2 2 1 2 0 2 1 2 1 2 0 2 1 1 1 0 1
split_gain=0.0829257 0.363953 0.205598 0.23717 0.0964038 0.0905489 0.15886 0.0751042 0.25277 0.529827 0.440844 0.385677 0.757684 0.547796 0.458902 0.311057 0.22164 0.204069 0.427948 0.524794 0.552262 0.430742 0.354469 0.415952 0.253073 0.163222 1.32332 1.27676 0.885256 0.559422
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 30.509590007400003 0.4019490434500001 0.4355408521000001 0.47727612945000003 0.47577916830000005 0.34479506600000004 0.34512439750000007 38.938637541200009 39.945535567850008 37.962710038050005 40.79983011445001 0.34536391125000004 37.186372654950006 0.4622167001000001 49.49736495185001 0.32272985840000007 41.902916368500009 0.34515433670000012 48.315732392000008 0.37331217625000007 42.773538294100007 0.35585760905000008 0.34988473400000003 0.35759408400000009 0.48119816770000007 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3 -7 8 11 -10 -11 13 -13 16 -14 -12 -4 18 19 20 -16 -21 23 -22 -19 26 -9 -27 -29 -30
right_child=2 5 7 -5 -6 6 -8 25 9 10 15 12 14 -15 17 -17 -18 24 -20 21 22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.015401026318506063 -0.0028127001859999568 0.10183325390168485 -0.03137928529299662 0.058761148463502368 -0.080286747436794648 -0.10457032809469857 0.06500059974370237 0.0018020148486348013 -0.063197718637835076 0.020275851696810669 -0.071196356629196988 0.056426382768082248 -0.061628712602642244 -0.088753693501448377 0.058544130952628545 -0.0087264274535755314 0.025010810360707906 0.035065072181527948 0.054890446973399933 -0.013655103692788459 0.018384943071588257 -0.11932825328159981 -0.0022013183749118067 -0.10542325149032211 -0.0044857443796976915 -0.095945301853229317 0.056272255832187215 0.076320170290946066 0.06184717667588191 -0.0013099522860561151
leaf_weight=0.34453973493691481 1.1423599471208938 0.19087747484445572 1.393898316935523 1.2694012960546386 0.60930169578386995 0.077297243617067579 0.16964568176103967 68.918924194294959 1.9263863670348635 3.3645545477047563 1.1514829816878775 2.5926062072394442 1.0996360693825433 1.0175246462968059 1.2543227216228858 2.2892143051722087 1.2899320091819388 3.5391976744867852 1.0483670718967903 0.76811378437559941 0.4017598135396836 0.71668847477121744 5.6790361041203141 0.7435046148384572 2.7736870753578842 1.3372932840138663 4.5712632331997147 1.4576664566993702 1.3641452118754376 113.99542814237702
leaf_count=34 36 2 35 36 32 18 94 382 14 27 19 16 19 17 23 36 17 31 6 23 11 36 32 111 34 15 34 6 9 1695
internal_value=0.000977385 -0.0228815 0.00112359 0.0295959 -0.0568492 0.0511208 0.0119221 0.000817979 -0.00349819 -0.0178067 -0.00495777 0.00163939 0.00687074 -0.0274998 -0.000257318 -0.029633 -0.00427646 0.00373013 -0.00457312 -0.0110917 -0.00124582 -0.0646617 -0.0122354 -0.0619912 0.0176877 0.00156232 0.00519019 -0.000694156 0.000396254 -0.000563109
internal_weight=228.498 1.39166 227.106 2.41176 0.953841 0.43782 0.246943 224.695 33.0499 8.73164 6.80525 24.3183 20.6169 3.70135 18.0243 3.4407 2.68383 16.9247 10.6118 9.56343 8.07862 1.4848 6.8243 1.14526 6.31288 191.645 73.4902 118.155 116.817 115.36
internal_count=2900 180 2720 72 66 114 112 2648 507 96 82 411 342 69 326 55 52 307 242 236 177 59 154 122 65 2141 416 1725 1710 1704
is_linear=0
shrinkage=0.0980392


Tree=791
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 1 1 1 1 0 1 2 0 0 1 2 2 1 1 0 1 2 2 1 0 0 2 1 2 1
split_gain=0.0865607 0.853901 0.406586 1.20535 0.906094 1.21728 1.28886 1.19668 1.19649 0.81118 0.931018 0.704491 0.980393 0.726 0.692308 0.543169 0.887605 0.637706 0.909125 0.384244 0.373079 0.346221 0.336532 0.22771 1.31788 0.915251 0.431374 0.479734 0.514337 0.413973
threshold=41.322103772800006 41.395309858300003 0.47943175355000006 0.34500464060000008 41.289992964000007 0.34521421515000011 0.34548366815000003 0.34632196640000007 0.35585760905000008 0.48759019190000008 0.36000419150000007 39.039757512550004 0.47778509625000004 0.47760546090000006 0.36449507500000006 38.938637541200009 38.115457128050004 0.34392682850000006 0.34193587020000005 0.47577916830000005 0.34500464060000008 35.818873074050011 40.259171735100004 0.44805544745000009 0.56704889075000009 0.58388970390000006 43.509905336500005 0.45206730335000006 41.811877919650009 0.46128858420000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 -4 5 -5 -7 -8 -9 -10 -11 12 15 20 -12 16 17 18 21 -19 -13 -1 -15 24 -3 -26 27 -25 -29 -30
right_child=1 23 3 4 -6 6 7 8 9 10 14 13 -14 22 -16 -17 -18 19 -20 -21 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=0.024264686261792911 -0.053238933367142215 0.00053514210327222222 0.052115208192000551 -0.083894511252242329 0.069162311936179485 0.053669557421033055 -0.06403987741375243 0.063402774932125969 -0.073704032414009898 0.089548347341235082 -0.06225396441634775 -0.019320748781643009 0.10413190571905594 -0.072786994082795459 0.0014166240687257131 0.071637430875556019 -0.087146661082472807 -0.12056313795182905 0.11663044950648298 0.0029726066274221759 0.027455256013205399 -0.052426684324654811 -0.027002999528253389 0.086048520309461085 -0.12077858539532163 0.0092126179151067744 -0.0016658387292833139 0.082433176074095019 0.023507672496943844 -0.05879950457446468
leaf_weight=1.7967478411155786 2.9285984877715228 100.17374710572767 5.078083023428916 1.5783707723021496 1.9398734288879484 4.5600400865077964 2.7041631937026969 2.9626719979569307 1.4139855613466341 1.1304862350225438 1.6830541044473637 4.261719740345141 1.0132380053400991 2.7863791808485985 66.364381373445667 0.8891103584319352 1.1617087710183112 0.50370449934052874 0.85300401970744122 0.46579085290431976 2.663006249582395 0.82585956645198155 3.4583993721753359 1.3291599079966525 1.4739220998017111 0.80491645261645306 7.5169859414017992 0.85982161128413315 1.691415616165614 0.89981193392486591
leaf_count=56 22 1104 23 11 8 21 17 26 16 8 12 39 7 18 950 5 14 47 3 2 28 24 25 9 41 15 222 26 15 86
internal_value=0.000885548 -0.000963052 0.0028615 0.00572667 0.00293353 0.00137431 0.00303959 1.2073e-05 0.00236688 -0.000194734 0.00130778 -0.00952757 0.0144368 -0.0231919 -0.000158175 0.000446071 -0.0108432 0.00909834 0.0287105 -0.0612108 -0.00133234 0.000114559 -0.0474315 0.000371113 -0.00114195 -0.0748639 0.012977 0.0360032 0.0167284 -0.00507375
internal_weight=227.772 117.678 110.094 89.4151 84.337 82.3972 80.8188 76.2587 73.5546 70.5919 69.1779 20.6787 7.50916 13.1695 68.0474 6.49593 5.60682 4.44511 3.47561 0.969495 6.92473 2.62261 6.24478 114.75 102.453 2.27884 12.2972 4.78021 3.45105 2.59123
internal_count=2900 1540 1360 1092 1069 1061 1050 1029 1012 986 970 268 158 110 962 151 146 132 83 49 67 80 43 1518 1160 56 358 136 127 101
is_linear=0
shrinkage=0.0980392


Tree=792
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 2 1 1 1 2 2 1 2 1 2 2 0 0 1 1 1 0 2 1 2 1 2 2
split_gain=0.0788653 0.731351 0.394756 0.381208 0.290499 0.405804 0.319646 0.641504 0.259461 1.15177 0.856882 0.793728 1.09865 0.538832 1.11801 1.00955 1.33882 1.07346 0.497842 1.58837 0.974983 1.67737 0.621743 0.494371 0.454181 0.394824 0.409243 0.345834 0.338863 1.70284
threshold=41.24714903835001 41.134354310300004 41.348489042950007 41.028010303750008 41.43512228960001 41.532441862050007 41.621607100200002 41.678468725050003 0.40105086675000007 0.39167988980000007 0.39513787010000007 41.840895355800008 42.102795028150005 0.42067602765000006 44.215931556700006 0.43590012275000006 43.061965423550006 43.542456167850005 0.55754318735000019 0.56501302355000016 0.43706775245000007 0.44805544745000009 0.45877368940000007 0.52975958800000011 43.673409002000007 0.41640968835000008 47.673928029900004 0.47106374065000006 42.428475018400007 42.280042771400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 -7 -8 9 28 -11 -10 -13 14 -14 16 -15 -18 -17 -20 -21 -22 -23 -19 -12 26 -16 -24 29 -9
right_child=2 -3 4 -5 5 6 7 8 11 10 24 12 13 15 25 18 17 23 19 20 21 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022333554558409204 -0.027063600221355122 0.041247747602022024 0.027383446662236945 -0.03055091891830581 -0.035468893114326647 0.028442298455999056 -0.072989024814379563 0.00054977394765693777 -0.077744894500254028 -0.11658075995320971 0.0015029585036467773 0.066645500310306985 0.070238400012795674 -0.15913378169647183 -0.11992712279610383 0.052397999091436359 0.08568929699826594 0.019537475022439993 -0.13468089810093853 0.089203090396439769 -0.12064233644403735 0.048219612700434962 -0.047579207017128193 -0.12163724066085052 -0.068387072591832673 0.023303730573755271 -0.0015968345903190195 0.0060424224269221803 0.0048426161675620243 -0.088511897827901365
leaf_weight=96.296796764162082 5.5049541662810944 4.734734561876393 3.8411649411245881 3.6823783536674446 3.2383745814877321 3.9328640101193733 1.209928169606427 17.15332761788159 1.027304060175086 1.3454044946120109 2.5182593758217995 3.2167477328621343 3.1616391839925226 0.90835178922862114 0.6014040519949051 2.0128834044953683 0.70802947133779515 0.3809113642782902 0.8329245550557961 1.3205908946692932 1.0716546687763173 3.1045615659095329 1.5257834969088433 0.71115418861154467 1.4741053680190814 0.99349253717809904 0.56860890454845503 5.6816868162341052 51.699988629123254 2.4539129864861016
leaf_count=1260 44 33 22 34 33 33 22 133 18 54 31 37 25 19 25 36 4 41 13 5 32 27 19 16 29 13 19 249 544 30
internal_value=0.000830596 0.00284453 -0.000895158 0.00102586 0.000339308 -0.000581183 0.000449505 -0.000592216 0.000246232 -0.00275661 -0.0475617 0.00851685 0.0118234 0.00434582 0.0323349 -0.00381725 -0.0601598 -0.0102163 0.00599625 -0.000903349 0.00786745 -0.00156808 0.0108064 -0.0723956 -0.0243026 -0.0230554 -0.0624204 -0.00530899 0.000597319 -0.0105966
internal_weight=226.914 104.714 122.2 99.9792 116.695 112.854 109.616 105.683 104.473 76.645 5.33777 27.8277 26.8004 23.5837 5.32514 18.2585 2.70845 1.8001 15.5501 13.5372 12.7043 11.3837 10.312 1.09207 3.99236 2.16351 1.17001 7.20747 71.3072 19.6072
internal_count=2900 1327 1573 1294 1529 1507 1474 1441 1419 821 114 598 580 543 82 461 80 61 381 345 332 327 295 57 60 57 44 268 707 163
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 0 2 0 0 1 1 2 1 0 1 2 0 0 0 1 2 2 2 1 1 0 1 1 1 2
split_gain=0.0746659 0.311117 0.159884 0.203777 0.0848056 0.143626 0.0828509 0.0646151 1.10333 1.00355 0.806835 0.601891 1.681 1.7111 1.37846 0.5245 1.74567 0.918672 1.22611 1.45093 0.896188 0.842648 0.664251 0.762212 1.40225 0.655117 0.875304 0.901417 0.956541 1.27618
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 0.4019490434500001 0.56793209785000009 30.509590007400003 0.50579323975000012 0.50300889195000009 0.37668033890000002 0.36998892250000009 38.592454371550012 0.36195024100000012 0.48140774230000011 0.37668033890000002 38.703421923500009 0.51929582950000019 0.52428071015000011 0.52266399210000014 0.38042274180000007 39.945535567850008 38.771633980050005 38.441102963850007 0.38906020780000011 0.39051226010000012 0.53136133645000017 0.38906020780000011 0.39458399450000009 0.39584144190000009 44.086690780350004
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 -1 8 11 10 -9 -4 -13 -14 -15 16 -11 18 19 -17 -21 -19 23 -18 -25 26 -23 -28 -29 -30
right_child=2 4 7 -5 5 -7 -8 9 -10 15 -12 12 13 14 -16 17 22 21 -20 20 -22 25 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.015679010281860591 -0.003277069110114095 0.10347714796837806 0.02054905274252565 0.0557243665212004 -0.10612051188159753 0.063448386908407761 -0.077158813988357389 -0.0058137101857951012 0.049861909888391003 -0.14864793469580481 -0.076232843389684779 0.00043305189736245545 0.009485506637903424 -0.17200888526419564 -0.021768284470203916 0.076404690897973832 0.050239331204226793 0.095617263327355595 0.072392531805888977 -0.05808366868065791 0.016036291214215053 0.054874842187077499 -0.061190925431175741 -0.16699106737036906 -0.0017402482193444695 0.0017259864677672298 -0.11797943724998723 0.042570942162071253 -0.1181263659647061 0.02826344341992322
leaf_weight=0.34836095800710498 1.1454098820290703 0.17272130027413368 13.015093564696143 1.1972105491358886 0.072256278825079789 0.16180896721198224 0.5911758903239388 3.4332180449273428 4.6623574854165772 0.92825823277234931 3.0927782976068556 100.51388175320608 1.9257795272278588 1.6080776173621418 0.98460414624423709 2.274759180378167 2.5566775426268569 0.90411185886477952 4.3192635777304522 2.8822194263339043 3.7585445830336539 0.9708250192925324 1.9441152865056199 0.54528387822210689 8.8092532715691032 57.678601300509399 1.3774427883327005 1.3924667686223986 1.5219427482225003 0.97830188549414732
leaf_count=34 36 2 119 36 20 92 32 38 46 13 46 829 33 18 38 19 13 7 37 15 40 9 27 8 264 904 39 6 40 40
internal_value=0.000747126 -0.0227323 0.000887982 0.026876 0.0503246 0.0111022 -0.0543634 0.000613844 0.00214881 -0.00128169 -0.0391865 0.00026435 -0.00224923 -0.061917 -0.114953 0.0013827 -0.0158884 0.00465369 0.0286629 0.00747746 -0.0161332 -0.000248175 -0.00699401 0.00185186 -0.0113729 -0.00160415 -0.0323809 -0.0484545 -0.023853 -0.0608466
internal_weight=225.767 1.34632 224.42 2.34262 0.406787 0.234065 0.939537 222.078 122.71 99.3681 6.526 118.047 105.032 4.51846 2.59268 92.8421 14.7836 78.0585 13.2348 8.91552 6.64076 64.8237 13.8553 11.9112 9.35454 63.9196 6.24098 5.27015 3.89271 2.50024
internal_count=2900 180 2720 72 114 112 66 2648 1083 1565 84 1037 918 89 56 1481 325 1156 111 74 55 1045 312 285 272 1038 134 125 86 80
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 1 0 1 1 1 1 1 0 1 2 0 2 2 0 1 0 2 2 2 0 1 1 0 2
split_gain=0.06441 0.743069 0.628902 0.354285 0.995924 1.35135 1.48901 1.08057 0.616374 2.61764 1.17714 1.01107 0.563767 0.957495 0.640351 0.332824 0.278306 0.264134 0.28975 0.964613 0.288168 0.906197 2.47478 1.0564 1.55613 0.775221 0.729567 0.627631 0.609816 0.664934
threshold=41.322103772800006 41.395309858300003 41.43512228960001 0.47943175355000006 0.34500464060000008 0.34521421515000011 0.34548366815000003 0.48077901860000011 0.34458549145000011 0.34500464060000008 0.34521421515000011 0.35319301815000009 0.36000419150000007 0.49678153350000009 0.34632196640000007 41.532441862050007 0.47739588635000008 41.621607100200002 41.755948821900006 0.47961138885000004 0.40105086675000007 0.52511900840000014 43.633733172900008 43.933728833200007 47.833738492450003 0.52104727400000017 0.40367054880000008 0.41367024935000007 0.55754318735000019 42.526729949000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 -5 -6 -7 -8 16 -10 -11 -12 14 -14 -9 -4 -1 -17 19 -19 21 25 -23 -24 -25 -20 -22 -28 29 -29
right_child=1 2 15 4 5 6 7 12 9 10 11 -13 13 -15 -16 17 -18 18 20 -21 26 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.00055776923757434936 -0.049577270462216896 0.061334437554937005 -0.03143583832175316 0.048104894802782371 -0.082018862490549557 0.057120489713620402 -0.10087055820364405 -0.0065610341433946099 -0.10442340221017521 0.078523118182190155 -0.043656633190575805 0.057273014934048898 -0.085122170042497627 0.0011763746409278817 0.051700578791687865 0.025532147730871438 0.040670788100289373 0.022519776267233907 -0.001120917638473916 -0.077571254084705415 0.069004136765248816 -0.11971944645657621 0.06827157184853154 -0.13465398696000119 0.015463040487797694 0.058325915057652722 -0.058101692138128512 0.074716026815738523 -0.0028180723434915486 0.012555872042937965
leaf_weight=9.0374691703000298 2.9434740226461136 1.6006851209422155 3.2570835157239335 4.883466597646474 1.7773430868983258 4.8421268835663787 0.98673602752387424 3.0659582689404479 2.9385142502469517 1.6508950977440688 3.6307470511419524 1.2939851877517865 1.2590435649035487 66.783551300777845 4.4377382574602962 3.8671234805769918 1.9055305756628502 1.8519654066767537 64.631383959393133 1.8499180180515393 1.8241366581060017 2.2972302520647636 1.6256734170019624 0.94147808966226909 2.2497224475373514 2.179575335350818 1.4379401130718203 2.3233518525958079 15.390711153539995 5.74196691630641
leaf_count=137 22 11 33 23 12 22 11 15 25 15 41 40 15 956 38 33 10 19 652 25 15 56 9 28 37 23 45 16 396 120
internal_value=0.000658545 -0.00094732 0.000318631 0.00237572 0.00507637 0.00254934 0.00439643 0.00106065 -0.00924632 -0.0274972 0.0068796 -0.0171371 0.00239201 -0.000420473 0.0278953 -0.000557548 0.00662146 0.000371859 -0.000560605 -0.0274981 0.000430216 -0.00272361 -0.035988 0.00394468 -0.028825 0.000818418 0.00915638 0.00477096 0.00862528 0.0304622
internal_weight=224.507 116.013 113.07 108.493 88.036 83.1525 81.3752 76.533 20.4571 9.51414 6.57563 4.92473 75.5463 68.0426 7.5037 111.469 10.943 108.212 104.345 3.70188 100.643 73.9251 7.1141 4.81687 3.1912 66.811 26.7181 24.894 23.456 8.06532
internal_count=2900 1540 1518 1360 1092 1069 1057 1035 268 121 96 81 1024 971 53 1507 147 1474 1441 44 1397 805 130 74 65 675 592 577 532 136
is_linear=0
shrinkage=0.0980392


Tree=795
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 2 1 2 2 1 1 1 0 2 0 1 1 2 1 2 0 2 1 0 1 2 0 0 0 0
split_gain=0.363613 0.451732 0.477615 0.333249 0.304043 0.288883 0.246929 0.390785 0.527038 0.336893 0.353999 0.285505 0.5505 0.415919 0.25481 0.436325 1.84944 1.62693 1.38402 1.69815 1.07833 0.853527 0.626991 1.54339 2.54084 0.949812 0.973989 1.26021 1.20223 0.771198
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.38573695400000008 34.542090938800008 33.96174662340001 0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 0.57987784795000008 0.64899254515000016 45.027406014450008 0.47727612945000003 0.35585760905000008 0.35759408400000009 39.468990633150007 0.34988473400000003 40.12915366295001 0.48119816770000007 40.621691032550004 0.34530403280000005 0.48119816770000007 0.34494476210000008 42.564639561200003 0.47943175355000006 0.48607826115000008 0.48218616210000004 0.47905751325000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 14 8 9 -8 11 12 13 -11 -6 17 -17 -16 19 -19 -18 -21 23 24 -23 26 -24 28 -28 -26
right_child=4 2 3 -5 6 -7 7 -9 -10 10 -12 -13 -14 -15 15 16 20 18 -20 21 -22 22 25 -25 29 -27 27 -29 -30 -31
leaf_value=0.0020957517343249249 0.00017271381132076742 -0.0023341169033042901 0.0020114649067769189 -0.0010623015555693881 -5.0447633635979264e-05 0.0012719196382970923 -0.0022485797245897559 -0.0021236515881517966 0.0019154792117029927 -0.001986389118214609 -0.0024919886486634893 0.0014283448851286113 -0.0021990934072771817 0.0019107297192566424 0.0013849419084183286 -0.0020396717473866203 0.0016290150517162866 -0.00099613091690267707 0.0011934383180799829 0.00082047620835767627 5.9053564199627046e-05 0.00026951645916203882 0.0012125391013223326 0.00044441559065144212 -0.00089688489514727643 -0.00013016830577208141 0.00038930795698266052 0.0010892971896413362 -0.00081173817585804958 -0.00238025377080938
leaf_weight=0.17403778433799644 2.0894664375355201 0.72275806422476285 0.2120056077837944 0.3763183909768486 37.20937916355615 1.6412875884670937 0.37342950374295458 0.46602614398580033 0.39273673947900523 0.14448252480178758 0.22040492868109129 0.46922237664693967 0.39598715440661181 0.38813019171357155 4.4893635734915724 1.602140831761061 1.7052849754691113 5.0264309123158446 4.7726063244044772 7.2578085605055085 123.31301032323063 5.4750685109756905 5.5069893086329129 8.4906105988193286 2.7383117554709315 15.767203177325426 9.2162354961037654 5.3476897701621047 4.9120648354291907 2.6530180461704731
leaf_count=1 48 57 3 107 507 36 25 34 4 91 56 7 92 3 24 15 6 29 31 34 1392 26 28 37 25 81 39 20 24 18
internal_value=9.49948e-05 -0.000872376 -0.00126638 4.53461e-05 0.000100694 0.000656292 9.23476e-05 -0.000481444 -0.000160478 -0.000569837 -0.000182443 0.00018172 -0.000448201 0.000853553 9.90101e-05 0.000125712 5.36419e-05 0.000237471 0.000170711 0.000103285 8.04683e-05 0.000185318 0.000108624 -0.000181941 -0.000671353 0.000246647 0.000484462 0.000278593 -2.82664e-05 -0.00162684
internal_weight=253.55 1.48512 1.31108 0.588324 252.064 3.73075 248.334 2.85042 2.38439 1.99166 1.61823 1.39782 0.9286 0.532613 245.483 208.274 126.62 81.6534 77.164 72.3914 125.018 67.365 60.1072 19.357 10.8664 40.7502 24.983 19.476 14.1283 5.39133
internal_count=2900 168 167 110 2732 84 2648 312 278 274 249 193 186 94 2336 1829 1413 416 392 361 1398 332 298 106 69 192 111 83 63 43
is_linear=0
shrinkage=0.00196078


Tree=796
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 0 0 2 0 2 2 1 2 0 0 1 1 1 1 1 0 2 1 2 2 0 1 2
split_gain=0.30611 1.60089 1.27871 2.00957 0.768417 1.64566 0.723949 0.725188 1.19922 1.0075 1.68742 0.682231 1.32357 0.67024 0.644093 0.610816 0.560986 0.558897 1.31337 0.571633 0.77973 0.59727 0.619175 1.30131 1.20337 0.485353 2.05551 2.11385 1.46912 1.70675
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 0.37668033890000002 0.49678153350000009 0.36543816055000006 0.48543456785000005 0.48368312325000012 41.495754733000005 0.48759019190000008 43.124157941850008 42.541806567400009 0.36597706655000006 43.082598263550004 0.48181192180000004 0.49678153350000009 0.37982395740000008 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.39024280710000009 0.52324780695000006 39.468990633150007 0.39078171310000004 42.178283198950005 42.686561923500008 0.47760546090000006 0.34515433670000012 40.259171735100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 7 8 15 10 -9 12 -11 -8 -5 25 -12 -4 -19 -20 -21 -22 23 -23 -24 28 27 -27 -1 -30
right_child=2 -3 17 14 5 -7 13 9 -10 11 16 -13 -14 -15 -16 -17 -18 18 19 20 21 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00012678594345805571 0.0013829276171152755 0.0012375596340879894 -0.00081745304087644003 -0.0024841377834268594 -0.0024218574459949778 0.001290711612926115 7.1026998677038982e-05 0.0018358114486229553 -0.00097796920239007559 0.00033442953008926796 -0.00027624443409033533 0.00063802944438406679 -0.0010841582040690277 -0.001542275360845394 -0.00067438733060777415 0.00054193559836277329 0.00070080960566695414 0.0011548632437317406 -0.000928829366533052 0.0008697074608130771 -0.00072586372778625421 -0.00017704523942703562 -0.0024163068942600172 0.0017093286347448027 6.2349431085976996e-05 -0.00022041890909573278 0.00011728790920231247 -0.0024916600430090665 -0.00046594569138307736 0.00084227298844598666
leaf_weight=25.793712767968827 1.4209476076066487 5.2716944739222518 2.5333246719092122 2.2003806908614938 0.90436093357857295 0.93222287320531905 2.1032663881778713 4.2795402593910721 3.9569707330083466 6.7608427777886408 3.4434788366779667 5.7902309624478212 4.0395549796521664 1.8705709022469816 1.1518931118771432 11.766803506761788 6.5698483064770699 4.4657334769144645 2.1643782448954871 4.6925053372979155 3.6601478187367311 2.9871335797943166 0.76004383526742358 2.656268618782633 81.909986989016488 4.1131581023510071 28.944582508105668 2.5535406186245382 4.897158808451425 17.663225622614846
leaf_count=267 8 34 28 39 29 16 11 17 23 27 25 31 24 33 29 47 40 26 20 22 23 21 11 24 1463 52 311 39 69 91
internal_value=0.000116347 0.000177599 4.01795e-05 -0.000796514 0.000300247 -0.000537412 0.000136069 0.00016116 7.98271e-05 0.000423697 0.000805255 9.49841e-05 -0.000196149 -0.000688389 -0.00186228 0.00012355 0.000364811 9.24369e-05 0.000114752 6.77536e-05 9.00674e-05 5.029e-05 8.24577e-05 0.000710844 3.95614e-05 6.49178e-05 -0.000108795 -0.00109037 0.000192852 0.000558299
internal_weight=252.258 139.818 112.439 6.60981 3.25753 1.83658 134.546 130.573 99.6892 30.8835 14.2929 16.5906 10.8004 3.97384 3.35227 95.7322 10.0133 105.83 103.296 98.8305 96.6661 91.9736 88.3134 5.6434 82.67 83.9654 35.6113 6.6667 48.3541 22.5604
internal_count=2900 1141 1759 121 53 45 1107 1063 899 164 82 82 51 44 68 876 65 1638 1610 1584 1564 1542 1519 45 1474 829 402 91 427 160
is_linear=0
shrinkage=0.00196078


Tree=797
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 0 0 2 1 2 2 2 2 2 2 0 1 0 0 2 1 2 0 1 0 0 2 1 1
split_gain=0.0871995 0.210133 0.315247 0.219549 0.221748 0.175813 0.282901 0.332335 0.216907 0.0730995 0.23682 0.515031 0.411207 0.453477 0.372066 0.508183 0.349491 0.158716 1.16394 0.151044 1.37583 0.233887 0.557352 0.567072 0.524602 0.174014 0.680384 0.619213 0.538152 0.710433
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 0.68186581240000022 0.6777042603500002 0.64899254515000016 45.027406014450008 0.46208197360000008 39.468990633150007 41.558544840500012 38.938637541200009 37.272044000450002 42.027086531450003 44.710446918150005 0.60665848330000005 0.45393850480000009 0.58258734765000009 0.57944372925000021 46.650420857800007 0.44286099220000008 41.986601436450009 0.56323163980000013 0.43887907550000005 0.56501302355000016 0.55754318735000019 41.678468725050003 0.43374449865000003 0.42892428370000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 6 7 8 -5 17 12 -12 13 -11 -13 -16 -17 19 -19 21 -21 24 23 -23 25 26 28 -27 29 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 11 14 -14 -15 15 16 -18 18 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0014426400434536957 -0.1100767239415559 -0.10495799137294662 0.094330124242036115 -0.1010016316691911 -0.12256913157720058 -0.10732851528876058 0.1067514388260288 -0.11462914050612345 0.094049865531669136 0.04404873004399542 -0.053639877425994714 0.07698582296678165 0.088023181451747964 -0.12217853213916437 -0.059578510253151688 -0.012239431217869322 0.052256236884885489 -0.10893814522045242 0.015841052625338879 -0.12302674682618303 0.038189574825631879 -0.032193556068687255 0.057453429463415528 0.030527429292948462 -0.050679364013447331 0.066257459809762317 -0.047272449399830253 -0.020836191608803151 0.04584383414147581 -0.057307778028921556
leaf_weight=187.33845056506743 0.25614321396187634 0.25600636599119742 0.25581146776676167 0.074626253601308923 0.14361654619028741 0.11051946933093859 0.28792214192617394 0.20846041296226758 0.24156440235674381 0.48609938852223222 1.3388957938295787 0.83695287723094214 0.93120275175897405 0.24776631600980181 0.97109568514861155 1.5600360007956626 1.820822956098709 1.0495585630415001 2.5980605702116009 0.87023171128384946 1.3514083047048187 2.7448303177952749 2.475328505744983 3.0357818696647882 1.9773922215390474 1.6812259124126279 2.9122243696037904 1.5868281129514796 2.6896939388789169 2.0811311767902216
leaf_count=1833 30 34 4 96 68 55 7 63 3 71 40 8 13 17 39 39 21 50 39 37 20 20 34 23 26 25 61 22 43 59
internal_value=0.000793998 -0.0209178 -0.00728929 -0.0269403 -0.00697721 0.0110068 0.0271018 -0.016609 0.0480145 0.000972959 0.0102433 0.00165665 0.0439068 -0.0120726 0.0159248 0.00418179 0.0224959 0.000618698 -0.0200627 0.000976656 -0.02496 0.00125299 0.0177478 0.000745383 0.000572996 0.0010841 0.000700614 0.0239685 0.00142785 0.000797156
internal_weight=224.42 1.83467 1.57866 1.32285 1.06671 0.923093 0.812573 0.524651 0.316191 222.585 8.19287 6.5278 1.66507 0.733866 5.18891 4.35195 3.38086 214.392 3.64762 210.745 2.22164 208.523 8.25594 5.78061 200.267 198.29 195.022 3.26805 192.109 189.42
internal_count=2900 360 326 322 292 224 169 162 99 2540 248 147 101 88 107 99 60 2292 89 2203 57 2146 77 43 2069 2043 1996 47 1935 1892
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 0 2 2 2 2 2 2 0 2 0 2 1 0 0 0 2 1 1 0 2 1 2 1 1
split_gain=0.266068 0.752973 0.520609 0.933889 3.49861 2.26049 2.81397 1.30159 1.45929 1.04818 0.750272 0.566679 0.641322 1.29821 0.59133 0.760986 0.418475 0.497744 0.415252 0.942176 0.329347 2.02324 1.97889 1.8375 1.5211 2.12494 1.29407 1.89519 1.62138 1.08001
threshold=42.564639561200003 42.541806567400009 43.162556114600001 0.34632196640000007 0.49588335680000006 0.47997065955000012 0.47715637260000004 42.773538294100007 43.022303514600004 42.674081447500008 42.852084787850011 43.542456167850005 43.411469133450005 0.48271009850000007 43.740100730350001 0.52833747495000016 44.157169339850007 0.34560342505000002 0.51818807820000012 0.54317236010000014 0.48543456785000005 42.178283198950005 0.34545372890000009 0.35877668335000007 0.48218616210000004 40.823855932350007 0.34569324270000007 41.678468725050003 0.34554354660000003 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 20 3 5 -5 6 7 -2 -9 -6 -11 12 13 -4 15 -13 17 -16 -12 -20 21 24 -23 -22 26 -26 28 -28 29 -1
right_child=2 -3 11 4 9 -7 -8 8 -10 10 18 14 -14 -15 16 -17 -18 -19 19 -21 23 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.5088606841628557e-05 0.0013382408841251597 0.001243097318221781 -0.001097807383396588 -0.0031479406931330728 0.00075616403754039498 0.00099399567679577211 -0.0026331957878734918 -0.0032306450847379127 0.00091537704089129067 -0.0020503452060715108 0.00036903287903583434 -0.0016457726649595421 0.001240673086213099 0.00077626944989142197 0.0010267731151246352 0.00028479034303269734 -3.2487156754135275e-05 0.00011375560836994136 -0.0024050227299203218 0.00029672752234907891 0.00086619972717123415 -0.00022089332946767523 -0.002738956618737862 0.00010088514354681494 0.00032859741465296634 -0.0017353325014978541 8.2149218079170312e-05 0.0017514642014883632 -0.0013876225924356279 0.00069041964794360356
leaf_weight=27.044843703130027 1.9635346400609726 2.3767073756316668 2.0844095608117623 1.8175337039283466 3.108217661661909 5.7235164195299149 1.9788175495341418 0.66241201854427323 0.64342792356183054 1.1907783879687484 1.9511666921898725 1.7885204997437534 3.2928309796043322 4.4658853682049084 3.4657663572579605 1.3990571374306453 32.285308791069838 6.7995527508901432 0.89124186511617187 1.1197195789354735 13.805000672116874 3.2153589102235847 1.9142785747535525 95.510685790024581 3.8784886829089364 3.7938721850514412 5.6279998405261704 4.8838296448811889 2.6800922844558945 11.585014168922497
leaf_count=270 15 11 30 24 26 23 28 22 23 24 12 26 33 36 30 18 594 58 16 29 75 46 26 1187 20 22 73 21 19 63
internal_value=0.000104986 0.00014691 8.52452e-06 -0.000254088 -0.000684995 0.000141745 -0.000787694 0.000329312 -0.00118777 -0.000143122 -0.000685568 0.000107984 0.000534767 0.000179908 1.6138e-05 -0.000798431 7.71595e-05 0.000422008 -0.000275398 -0.000900666 0.000131932 2.09627e-05 -0.00116058 0.000197533 0.000122837 -0.000691986 0.000243474 0.000857718 8.71714e-05 0.000189491
internal_weight=252.948 176.316 76.6317 21.0504 10.0787 10.9717 5.24819 3.26937 1.30584 8.26112 5.15291 55.5813 9.84313 6.55029 45.7382 3.18758 42.5506 10.2653 3.96213 2.01096 173.939 64.6238 5.12964 109.316 59.4941 7.67236 51.8218 10.5118 41.31 38.6299
internal_count=2900 1833 1067 242 131 111 88 60 45 107 81 825 99 66 726 44 682 88 57 45 1822 560 72 1262 488 42 446 94 352 333
is_linear=0
shrinkage=0.00196078


Tree=799
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 1 2 2 0 1 1 0 0 0 0 2 2 1 0 2 0 0 2 0 2 0 2 1 2 2
split_gain=0.0711694 0.255806 0.132866 0.164585 0.088366 0.124968 0.0709907 0.064917 0.6026 0.7202 1.29782 0.287613 0.519658 0.310069 0.818624 0.53845 0.186784 0.279223 1.02692 0.516519 0.421061 0.271701 0.64004 0.228207 0.182359 0.386566 0.459204 0.332794 0.397191 0.260229
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 0.4019490434500001 0.4355408521000001 30.509590007400003 48.988717865950008 0.39614083410000006 0.31100865245000009 0.36106703390000006 0.61802041855000012 0.66697104880000013 0.55671985870000007 0.48119816770000007 50.264779514000004 48.852845034800005 0.31100865245000009 0.39614083410000006 44.921040431000009 0.41155953415000007 0.43563066975000003 39.56957118270001 0.43447800965000011 45.673096293200011 0.54191491270000014 47.480720532750006 0.37668033890000002 47.001379125850008 45.027406014450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -3 -6 -1 16 -9 -10 -11 13 -13 14 -12 -15 17 18 19 -4 -19 22 -22 -24 29 27 -27 -26 -29 -23
right_child=2 4 7 -5 5 -7 -8 8 9 10 11 12 -14 15 -16 -17 -18 20 -20 -21 21 24 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.015158942257257876 -0.0019713426741698801 0.10320884000090687 -0.10310624228351815 0.050980541758097388 -0.1053373671454218 0.056412114573506082 -0.071737635552094961 -0.1186830639880927 0.049787211772190539 -0.16503237207724689 0.10997164430495952 -0.1213800204901147 0.041587222448612758 0.072135587333379741 -0.11046712953188893 -0.01496934662774887 0.02499339850425622 0.045563747565404954 -0.14814996802268443 0.066078494939815852 0.016033808028991348 0.0010503574619113193 -0.14209639957030107 -0.048321211732854669 -0.0096574869546978328 -0.035394196541985244 0.031525949484541425 -0.0087726878902098914 -0.11755555245834295 0.0343286673152828
leaf_weight=0.35702577783467748 1.1696821867317333 0.16042278334498405 0.24386791902361327 1.1782973677422885 0.069506378524238244 0.1527057037603754 0.58536729512161401 0.46518831513821979 1.9904383607208727 0.55825559166260053 0.23816049098968539 0.49528140842448909 0.32344908296363428 1.2834535270230847 0.5756666256202152 1.5874348270299377 3.1984140546992412 2.0946023701690129 0.56957960894214921 0.69394784141331911 1.1878756849764607 194.28334709570163 0.47861846070736624 0.56686891335994005 1.492630010005086 1.7212450940060078 2.5364165670180228 0.53451453737216048 0.90212447987869382 2.3785823832731685
leaf_count=34 36 2 93 36 18 94 32 7 8 12 1 22 40 19 64 69 22 12 22 9 31 1967 29 23 30 40 41 27 25 35
internal_value=0.000801866 -0.0223053 0.00093932 0.0246017 0.0466499 0.00581801 -0.0503028 0.000687238 -0.00844573 -0.00117401 -0.0212138 -0.00338573 -0.0569979 0.0085267 -0.0459574 0.0239716 0.00100974 0.000643908 -0.0422401 0.022084 0.000954428 0.000501023 -0.0341886 -0.091251 0.000881081 -0.0147647 0.00447214 -0.0427253 -0.0770819 0.00145285
internal_weight=224.073 1.32503 222.748 2.34798 0.382635 0.222212 0.942393 220.4 7.51733 7.05214 5.0617 4.50345 0.81873 3.68472 0.813827 2.87089 212.883 209.684 1.5074 0.937816 208.177 206.082 2.23336 1.04549 203.849 7.18693 4.25766 2.92927 1.43664 196.662
internal_count=2900 180 2720 72 114 112 66 2648 242 235 227 215 62 153 65 88 2406 2384 124 102 2260 2248 83 52 2165 163 81 82 52 2002
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 1 2 2 2 1 2 2 1 0 0 0 1 0 2 0 2 0 1 0 1 1 2 0
split_gain=0.335444 1.58479 1.3856 2.12164 0.837018 1.68058 0.685209 0.830316 0.663293 0.583768 0.655473 1.61429 1.48796 1.31115 0.863332 0.564437 0.500746 0.660201 0.452768 0.638432 0.551474 1.2547 1.18744 0.974889 0.996783 0.593784 0.642733 0.80245 0.540001 0.648294
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 0.37668033890000002 0.49678153350000009 0.36543816055000006 0.36597706655000006 43.082598263550004 38.592454371550012 40.12915366295001 0.34524415440000006 39.468990633150007 40.532725462000009 0.3447052483500001 0.46594413340000007 0.51589772760000019 0.51929582950000019 0.38906020780000011 0.52537349185000015 38.238138001450004 0.52290350590000012 37.962710038050005 0.52324780695000006 0.39410496695000002 0.56369569775000017 0.44578006650000007 0.39772761295000009 34.542090938800008 0.54910032635000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 9 -8 -5 15 11 14 -13 -12 -11 -1 -4 -18 19 -19 21 -20 23 -23 -25 26 27 -26 -29 -30
right_child=2 -3 16 8 5 -7 7 -9 -10 10 13 12 -14 -15 -16 -17 17 18 20 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.00022353507494534474 0.0014481028567886406 0.0012356974271566883 0.00073129777415984539 -0.0025025652690986891 -0.0024114032753580527 0.0013626032487075986 0.00019141805806374059 -0.0015830011522457851 -0.00069546871856690387 -0.00032824394572633967 0.00094753610089826253 -2.2631564264954298e-05 -0.0021637164439697138 0.00011023608337803921 0.00096444609927538781 0.00074987074767134641 -0.0010457898643423834 0.00093626049600762946 -0.0033325562564220442 -0.00022674726766699343 0.00010041859662999029 0.002588092011034071 -0.002328013748601465 -0.0025430447032589757 0.00090866681436968825 -0.0010895516942307278 0.0017532617178783662 0.00077016989704603155 -0.0024270480893431698 7.1484029633642432e-05
leaf_weight=2.8936600474426077 1.4178149495273822 5.2964499443769446 4.5435937652364364 2.2934982667211448 0.92597401259990852 0.8893342143855989 2.1368069760501376 1.9293366732308639 1.1840797098702749 4.421704570995642 7.7836991650983682 2.3377444751095018 2.6768096056766808 94.324295195910963 3.6063712751492858 10.983480446215252 2.012883798510301 5.2586993146687728 0.53001325717195769 2.7709365175105631 82.600941651489848 0.53041452169418146 0.92461630321486143 0.62017673702212039 2.0531150912865996 1.38353064597959 1.018233483075164 0.62230861207353916 0.94861312385182806 0.6894516030442901
leaf_count=113 8 34 27 39 29 16 11 33 29 30 47 16 26 745 17 69 27 31 8 26 1127 1 32 20 24 236 9 17 30 23
internal_value=0.000119103 0.000183859 3.99487e-05 -0.000824216 0.000319213 -0.000562487 0.000142001 -0.000650523 -0.00188727 0.000166977 0.000121191 -0.000292733 -0.00116556 0.000174064 0.000252458 0.000546896 9.4397e-05 6.60162e-05 8.84065e-05 0.00053492 4.94021e-05 -0.000402722 -0.00022607 2.10101e-05 -0.000164612 5.50445e-05 0.000352056 2.12904e-05 -0.000784721 -0.00137543
internal_weight=251.609 138.39 113.218 6.7107 3.23312 1.81531 133.094 4.06614 3.47758 129.028 115.151 13.0426 5.01455 102.108 8.02808 13.8771 106.508 101.964 99.9511 8.02964 91.9214 9.32047 8.79046 7.86584 7.33543 6.71525 5.33172 4.31349 2.26037 1.63806
internal_count=2900 1141 1759 121 53 45 1107 44 68 1063 881 89 42 792 47 182 1638 1611 1584 57 1527 400 392 360 359 339 103 94 70 53
is_linear=0
shrinkage=0.00196078


Tree=801
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 0 2 1 2 1 2 0 0 0 0 2 2 1 1 0 2 2 2 2 1 1 0 0 2 1
split_gain=0.0657149 0.281984 0.412491 0.467195 0.249464 0.753055 0.450812 0.165718 0.196618 1.10493 0.384351 0.249369 0.467178 0.270282 0.618202 0.455813 0.163879 0.35094 0.188024 0.474665 0.375288 0.242954 0.183152 0.218329 0.309211 0.235219 0.370408 0.393285 0.238197 0.236997
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 49.110028829250005 48.988717865950008 0.39614083410000006 44.921040431000009 0.31100865245000009 48.988717865950008 0.36106703390000006 48.852845034800005 0.61802041855000012 0.66697104880000013 0.55671985870000007 0.50579323975000012 50.264779514000004 45.673096293200011 0.37482410710000008 0.38185982460000006 0.54191491270000014 47.480720532750006 48.008184682100008 45.027406014450008 44.527357125550004 0.4019490434500001 0.46613873835000008 0.58736265385000019 0.58859016195000013 44.086690780350004 0.45772581660000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -2 10 -10 16 13 -13 14 -11 -15 22 -18 -19 -20 -21 -22 23 25 -25 28 -27 -28 29 -9
right_child=7 -3 -4 -5 -6 -7 -8 8 9 11 -12 12 -14 15 -16 -17 17 18 19 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.10281874459406939 0.032362087949218861 -0.053604450643611204 0.067057175628885426 -0.1169547275298955 0.050974037549532107 -0.16513364294625354 0.061125514290338481 0.00062282052654622508 -0.16275884864779447 0.083595082326395356 0.036636558829187926 -0.11939548314034305 0.037844865311866205 0.067293108084486436 -0.10972756505696424 -0.013431630566694032 -0.06769661620174007 0.043360928380894843 -0.06808679498957286 -0.03185570735369303 0.059258279650375473 -0.0027727604583157152 0.028690073829504628 -0.063607831379649454 0.013550134285041184 -0.10638901052250545 0.09699384572002677 -0.029431912119831628 0.024865429691776259 0.024699987231432501
leaf_weight=0.22282397908566032 1.6778691546060134 1.1567893736064432 0.7811959572136401 0.38895549438893784 0.69589488208293904 0.28813163936138153 0.67832699883729219 187.53023926250262 0.48213809888693404 0.24743008427321944 3.0286958385258904 0.45781074801925559 0.32174935567309149 1.2459788934793325 0.49900426268504816 1.5947493397397918 1.0439788029179897 0.71146551822312165 1.1577404725831 1.7219726817347689 1.2810216078942178 1.2450994815444572 2.4091579915257162 1.2258046386996277 0.90127111127367232 0.50129094027806731 0.29212903033476312 1.5601786214119782 4.3300269641913465 4.1793087443602408
leaf_count=93 26 29 4 7 2 2 9 1712 11 2 21 22 40 19 63 69 38 17 39 40 23 18 38 22 26 63 5 348 36 56
internal_value=0.000817847 -0.0115546 0.004366 -0.0171693 0.00341875 -0.0244077 0.0205877 0.00105511 0.000814119 -0.0190975 0.00126714 -0.00323557 -0.0544974 0.00790461 -0.0456444 0.0219752 0.000757254 -0.0141102 -0.00496509 -0.0113253 0.004144 0.0286838 0.00128192 0.000952622 -0.0309149 0.00129429 -0.030131 -0.0094932 0.00167157 0.00114771
internal_weight=223.858 4.21212 3.05533 2.27413 1.88518 1.18928 0.901151 219.646 217.968 4.84886 213.119 4.36672 0.77956 3.58716 0.746434 2.84073 210.091 7.16128 6.1173 5.40583 4.24809 2.52612 202.929 200.52 2.12708 198.393 2.3536 1.85231 196.04 191.71
internal_count=2900 146 117 113 106 104 102 2754 2728 226 2502 215 62 153 65 88 2481 175 137 120 81 41 2306 2268 48 2220 416 353 1804 1768
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 2 1 2 0 0 0 1 0 1 0 0 2 0 0 0 2 2 2 2 0 2 1 1 2 2
split_gain=0.0646392 0.940655 0.932561 0.633598 0.515693 0.384556 0.536244 0.449417 0.472491 0.354221 0.888752 0.975892 0.531456 0.448873 0.401131 0.332008 0.382632 0.288779 0.437655 0.987881 0.747242 1.45592 2.69652 0.49143 1.1072 0.489638 1.13761 0.631063 0.620194 0.482528
threshold=0.39584144190000009 0.3982365797500001 36.514114975300011 0.53839705400000015 0.39458399450000009 38.238138001450004 0.40259273675000007 37.962710038050005 0.54191491270000014 0.52366695610000014 0.52772372085000019 0.38991347565000006 0.52215502530000013 0.38906020780000011 0.5339660489000001 0.56369569775000017 37.572218886150004 0.51929582950000019 0.50579323975000012 0.50300889195000009 37.272044000450002 40.12915366295001 42.929886289700008 38.592454371550012 0.49678153350000009 40.12915366295001 0.34524415440000006 0.3447052483500001 40.496232821400007 36.372781240150012
decision_type=2 2 2 2 2 2 2 2 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 9 6 -3 8 -8 12 11 -11 13 17 -12 16 -10 18 19 23 -20 -22 -23 29 25 26 27 -25 -27 -1
right_child=1 5 3 -5 -6 -7 7 -9 15 10 14 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0050506998536336998 0.057449098407825722 -0.1768779162881447 -0.11178248089365979 -0.00123985245211158 0.043494820058929851 0.0028317654921805146 -0.1167528260927868 -0.11723633954897346 -0.012332943788524349 -0.00059753514784441917 0.027656523235928949 -0.11769411220370872 0.030321850323801421 -0.04212568774695917 -0.02838325991586765 -0.043863577928874325 0.073910002518378967 0.031412228961189954 -0.075906950753788283 0.048399735344065109 0.04780041480026926 -0.12375386861836093 0.019718746162566487 -0.021380219162035669 -0.049182360068690922 0.034995470209787556 -0.061798302926057848 0.03779391772336585 0.00097723896156405392 0.032342865092400939
leaf_weight=5.5907813519152105 0.59921027952805106 0.23138175683561613 1.8635141844861212 0.71839306550100435 2.9168847523396826 59.06303852207111 0.35687119729118499 0.42318957105362631 1.1164167385359185 1.3131011868827029 3.1639945399947464 1.5540566162089815 6.4183522986713788 2.3842246853746465 2.1420366861857474 0.95513567150260303 0.95406996179372061 3.1822790490696198 1.8737333081662644 4.5363826714456073 3.1596673987805826 2.1784027190878987 3.2860557241365314 4.1172467832220701 4.6627331990748635 5.7314233293291172 3.9989309846423566 3.2052406664006412 82.533019647478795 9.015842691092983
leaf_count=126 10 10 64 12 23 995 18 25 45 18 29 53 35 30 34 236 11 25 15 43 19 31 38 30 38 35 37 17 725 73
internal_value=0.000734516 -0.00188404 -0.0549413 -0.081025 0.00184025 0.000790781 -0.0290692 -0.0200826 -0.00792752 0.00105152 -0.0192068 -0.0640662 0.00218658 0.000891672 0.00503335 0.00490839 0.0274074 0.00163992 0.000932289 0.00259992 -0.018669 -0.00623315 -0.0374765 0.000851866 -0.00155505 0.000674917 -0.0189037 0.00452182 0.0031862 0.0180302
internal_weight=223.246 66.2812 3.18112 2.58191 156.964 63.1001 4.03706 3.80568 3.38249 154.048 8.17319 2.86716 145.874 139.456 5.30603 3.02562 2.07049 137.072 133.889 123.392 10.4979 8.62413 5.46446 118.855 104.249 99.5859 11.3214 7.32249 88.2644 14.6066
internal_count=2900 1426 86 76 1474 1340 345 335 310 1451 134 71 1317 1282 63 292 56 1252 1227 1124 103 88 69 1081 882 844 84 47 760 199
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 2 1 1 0 0 2 0 0 1 0 0 0 0 0 2 1 2 1 2 1 1 1 2
split_gain=0.0614228 0.801449 0.589802 0.377639 0.936537 0.400583 0.413618 2.67744 1.16209 1.12068 1.06445 1.23754 0.801507 0.64076 1.53299 0.514366 1.15053 0.473129 1.11124 0.438787 2.99871 1.32808 0.960321 0.83408 1.20911 0.713048 0.556346 1.30594 0.744938 0.534262
threshold=42.564639561200003 42.487106141350004 42.654057868200006 42.297164883650005 0.34632196640000007 42.233786329550007 0.34515433670000012 41.840895355800008 0.34524415440000006 0.3447651268000001 0.48181192180000004 0.47976108500000009 42.027086531450003 0.47943175355000006 0.47851860725000006 0.34458549145000011 0.47739588635000008 0.49128768600000011 0.53839705400000015 0.48218616210000004 0.48414718120000005 40.982542372850013 0.34560342505000002 39.468990633150007 0.3459626957000001 40.421032462050007 0.36000419150000007 0.34744468730000005 0.36449507500000006 41.21013581150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 7 10 -8 -9 11 13 19 14 15 16 -1 -14 -19 21 -21 23 -23 24 -10 -25 27 -22 -28 -30
right_child=2 -3 -4 4 -6 -7 8 9 12 -11 -12 -13 17 -15 -16 -17 -18 18 -20 20 26 22 -24 25 -26 -27 28 -29 29 -31
leaf_value=2.6105540083250117e-05 -0.050780304659434783 0.040516807712435987 -6.8530412625707023e-05 -0.071195846927961062 0.0051544269455425056 0.04960485012284524 0.053138821622955669 -0.04513655750788325 0.10889181112628404 -0.1899539433079738 0.050232096569748287 -0.086040801301518519 0.062381673505895276 0.052118818368891345 -0.091489151270174041 -0.026275423457405925 0.086967993694681237 -0.064935178737309071 0.060945908324922582 -0.095176069375790401 -0.016949493457685358 -0.0013781846427598958 0.061337066761607641 -0.082971437091504063 -0.045962844602394526 -0.0040446753118905561 -0.064569212199854106 0.064483466775701367 0.0025045125972231199 -0.023601487842469678
leaf_weight=9.8406840063544418 2.377552500976889 5.1572733320681428 64.833580456627715 2.5083234480916863 4.4689618974880432 1.7126380295158004 4.54936000984162 1.0690127294656115 1.0260941680053322 1.0684539610520003 3.497881803661584 1.9116217717528332 3.3008548775687805 1.9834618270397175 1.9507081322371949 4.5193570688570608 1.8005837202072132 1.2302268631756308 1.6309972263261441 3.4214553572237483 3.7680914141237727 4.0161261979956162 6.2275925250723958 2.3405502923997119 0.9913730271755411 2.2402214319445193 1.8733849107520644 4.1254576863721013 63.796250205035903 8.9374621689639735
leaf_count=154 33 44 1034 33 44 22 22 29 7 12 17 12 16 8 15 39 7 16 25 22 25 24 33 28 41 15 15 34 935 139
internal_value=0.000662286 0.0017573 -0.00186243 0.000422966 -0.0222934 0.00153267 0.00094925 -0.01002 0.00362128 -0.117526 -0.00101012 -0.00915498 0.00155315 -0.00184082 -0.00775021 0.00235771 0.0134736 0.0365835 0.00682142 -0.000547385 -0.0034404 0.0142118 0.0367491 -0.0207772 0.032797 -0.0443724 0.000364054 0.0256104 -0.00230704 -0.000703372
internal_weight=222.176 154.964 67.2111 149.807 6.97729 142.83 141.117 27.6418 113.475 2.13747 25.5043 22.0064 108.926 20.0948 18.1113 16.1606 11.6413 6.16208 2.86122 102.764 85.9221 16.842 10.2437 6.59824 2.01747 4.58077 82.5006 7.89355 74.6071 72.7337
internal_count=2900 1833 1067 1789 77 1712 1690 293 1397 41 252 235 1375 223 215 200 161 57 41 1318 1170 148 57 91 48 43 1148 59 1089 1074
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 2 2 2 2 1 1 0 2 2 1 2 2 1 0 1 2 2 1 2 1 0 0 1 1
split_gain=0.0600799 0.565746 0.53999 0.31481 0.464342 0.272423 0.267115 0.262702 0.261905 0.95728 0.648832 0.632546 0.804171 0.572627 0.906274 0.566785 0.432742 0.223976 0.194507 1.43204 0.725246 1.89691 0.763487 0.851676 0.602876 0.488357 0.415015 0.402118 0.612945 0.265659
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.134354310300004 41.21013581150001 0.34560342505000002 41.028010303750008 41.532441862050007 40.337496327150006 40.496232821400007 0.34527409360000011 0.3459626957000001 0.56859076075000015 40.21994457600001 40.166811829450005 0.42440346100000009 40.08085804200001 41.558544840500012 0.38906020780000011 0.52161611930000007 0.37668033890000002 38.115457128050004 38.592454371550012 0.34524415440000006 37.186372654950006 0.36597706655000006 0.47778509625000004 0.49320379630000005 0.33960061075000009 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 8 -4 13 -10 -11 -12 15 14 16 -13 18 -9 20 -20 22 -22 24 -24 25 27 -26 28 -1 -21
right_child=1 2 7 4 5 -7 -8 17 9 10 11 12 -14 -15 -16 -17 -18 -19 19 29 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0084184094949878493 -0.044049268215465807 0.058363106299524362 -0.028522812743833677 0.04825641076439903 -0.02122481307866822 0.022417330748847625 -0.025862622095774713 0.036820986532058314 0.055597836228607582 -0.037663724987122255 0.053397600521904322 0.0039159475816699886 0.056415189768395518 -0.039683768417335216 0.074083928136716465 -0.054079081714364367 -0.054140169772466287 -0.00038051708567961751 -0.11270417000297257 0.017718811028178506 -0.010412392716117467 0.093228176764108273 0.0049694213647521711 -0.044856019209655845 0.0070779983234533122 -0.055928867013365351 0.057514575331886302 0.020184140519718827 -0.093568670749251126 -0.0061117734588171024
leaf_weight=1.7175130377872903 2.9707986332095961 1.5719608500439779 3.2838457593970807 3.5618811455205996 2.6512439656071365 3.1059323965237127 3.6600732597544257 1.6437949942228431 3.99980607833277 3.4282786056864998 2.7901486698538056 5.0251657632179541 1.9552987825336456 3.6472419037309001 1.6547133904150531 2.5353524815291166 1.4883759631411511 104.67564704692995 1.1999060878952175 5.8974227551370886 4.156863171607255 3.0704015865921974 7.0972760929726046 6.6403826975729316 2.8434154985588966 1.4706365624442685 3.8275527767837048 6.2019412331283092 0.89709351755118394 22.62267482687821
leaf_count=60 22 11 33 22 19 25 34 11 36 27 13 41 42 36 12 21 24 1463 24 31 33 12 44 59 30 15 24 36 52 588
internal_value=0.000614438 -0.000981954 0.00016888 0.00231512 0.0198773 0.00231964 0.000642137 -0.000665758 0.00167232 0.0119146 0.000809877 0.0115281 -0.000748511 -0.00104316 0.000947794 -0.0155322 -0.000802774 0.000194652 0.000370828 -0.00568653 0.00511793 0.0336178 -0.00159231 -0.0191147 0.0126025 -0.00258101 0.0360166 0.00631764 -0.0265742 -0.00118405
internal_weight=221.293 114.146 111.175 107.147 9.31906 5.75718 97.8275 109.603 94.1675 19.7341 15.7342 12.306 9.51582 74.4334 70.7862 7.56052 69.1315 106.319 67.6431 29.72 37.9231 7.22726 30.6958 13.7377 16.9582 10.2872 6.67097 8.81655 2.61461 28.5201
internal_count=2900 1540 1518 1360 66 44 1294 1507 1260 180 144 117 104 1080 1044 62 1032 1474 1008 643 365 45 320 103 217 163 54 148 112 619
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 1 2 1 1 2 1 0 2 1 2 1 2 1 0 2 0 1 0 2 0 0 1 0 1 0
split_gain=0.0735833 0.366722 0.5202 0.39056 0.483576 0.253906 0.173896 0.350169 0.412908 0.398067 0.563835 0.179911 0.156874 0.666082 0.227789 0.42917 0.239917 0.212615 0.1177 0.115557 0.228993 0.10737 0.106901 0.0974486 0.664877 2.18452 0.657906 0.815286 1.10902 0.927315
threshold=35.461062230100005 0.49678153350000009 0.34392682850000006 0.50041914915000019 35.131296350900008 0.33672644530000007 34.394321486900004 0.38185982460000006 0.38573695400000008 33.384956903900012 0.38906020780000011 0.54384599265000022 36.072790850000011 0.36449507500000006 36.514114975300011 0.36543816055000006 37.020641110850008 0.36543816055000006 0.56793209785000009 37.360990606650006 0.51700547890000015 0.38733870245000007 0.56915960600000015 38.703421923500009 0.50749977545000013 0.52772372085000019 0.39685937550000011 0.54679500610000009 0.42892428370000008 0.56369569775000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 6 -1 7 -5 -9 10 -10 -12 13 -2 15 -14 17 -16 -13 20 -18 -19 -20 24 -21 -26 -27 -28 -29 -30
right_child=12 3 -4 4 -6 -7 -8 8 9 -11 11 18 14 -15 16 -17 19 21 22 23 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-0.024752993033885794 0.038542918365992822 0.062177638873596945 -0.092494495678219574 -0.11836519224960446 -0.11397820061068463 0.070623623011367528 0.048145843032759705 0.1034503194455032 -0.11973516260529625 -0.11540060209372849 0.10638988972249622 -0.10466919418243051 0.077253766473176125 -0.074853731395202849 -0.054891716985957684 -0.005671711361126504 0.046288899050424902 -0.028406277725127705 0.090144968534732417 0.018848971022054378 -0.0058311174706457431 0.012090366557766581 -0.10073394206013182 0.00093802283985108164 -0.099269932456193533 0.078438784380124138 -0.051156204460167214 0.11133829658206794 0.032945728534884401 -0.11811827052086266
leaf_weight=0.66537068091565632 0.89870535372756366 1.800427373324055 0.73559026938255545 0.22751648025587279 0.31367906380864941 0.48082070122472942 1.0946972963079131 0.39041930064558972 0.21927327290177323 0.29657181098718866 0.40633503295248374 0.077016674287733622 1.1015172043989871 1.2227905385561824 1.433788198075489 1.4399444725604551 1.6079289092449465 1.2394511103630068 0.12489857710897923 5.813504158097202 1.7719201682048149 1.3877372620554522 0.038348994054103969 186.85766630481612 2.725330632994881 1.0944804847240446 2.3042978472076356 1.0366240402217957 1.1967244811821727 0.61527497283668697
leaf_count=42 13 12 38 4 13 9 34 5 3 31 5 18 9 35 12 39 14 6 2 53 34 42 96 2180 39 4 23 8 20 57
internal_value=0.000568149 0.0107543 -0.0268632 0.0249426 0.00391903 0.0152569 0.016782 -0.00250268 0.0144728 -0.0154112 0.0188363 0.0658284 0.000240713 -0.0268168 0.000511957 0.0302697 0.000150246 -0.0239186 -0.0027692 0.000626987 0.0189645 -0.00701508 0.045305 0.000319624 -0.00749525 -0.0245639 0.00802546 -0.00693033 0.0288447 -0.0183489
internal_weight=220.619 6.87097 1.88178 4.98918 3.18876 1.14619 2.87508 1.78038 1.55286 1.16244 0.865873 0.646599 213.748 2.1215 211.626 2.54146 209.085 4.06098 0.240264 205.024 3.37985 2.62719 0.163248 201.644 14.7862 8.97273 6.2474 5.15292 2.84862 1.812
internal_count=2900 312 89 223 211 51 198 164 160 155 124 121 2588 48 2540 48 2492 60 116 2432 48 48 98 2384 204 151 112 108 85 77
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 2 0 2 2 1 0 0 2 1 2 2 2 0 0 1 2 2 2 2 0 2 0 2 2
split_gain=0.0630003 0.416932 0.833387 0.458937 0.924642 0.415161 0.142063 1.97712 0.128689 0.218164 0.125234 0.379339 0.198468 0.128329 0.102034 0.0984228 0.14647 0.0972546 0.911543 0.973517 0.200724 0.149824 0.217664 0.209764 0.321702 1.16083 0.267967 0.169074 0.159337 0.186751
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.34392682850000006 35.337501601400007 0.50482021495000018 36.372781240150012 0.50749977545000013 35.131296350900008 33.96174662340001 0.37852160115000005 0.51243974730000008 0.54384599265000022 33.151194885250007 0.4355408521000001 36.625813070500008 37.020641110850008 37.663157789700008 0.52324780695000006 0.54384599265000022 0.45280081435000008 38.052786106700005 37.858673296900008 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 0.51589772760000019 39.091773401050006 39.420767558750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -5 -4 7 -2 9 -1 -7 -12 -13 14 -14 -8 -17 18 -18 -20 -21 22 -19 -23 25 -25 27 -26 -28 -30
right_child=6 2 5 4 -6 10 15 -9 -10 -11 11 12 13 -15 -16 16 17 21 19 20 -22 23 -24 24 26 -27 28 -29 29 -31
leaf_value=-0.0038524776473285098 -0.15910634613387153 0.098108419648795617 -0.11244038703728765 -0.11543289002624479 0.032543642343845949 0.066362032568755766 0.023365623976036289 0.053794213454180173 -0.0092480895626145723 0.093405905728141156 -0.11702925491511754 0.029834179397006579 -0.10447070701506994 -0.10293601671386708 0.05619230785942643 -0.020295866816530329 0.043347834106358639 0.00377682458212358 -0.14841942746980039 -0.031801455607193024 0.047898563057686638 0.025391377384479431 -0.044111414837190797 -0.066643649784302386 -9.7888915077974829e-05 0.027562081390617728 -0.027459969487431308 0.035012348136023622 0.016464170847459717 -0.00017152504822176432
leaf_weight=0.46091524425719244 0.70517638778255687 1.2632467336952684 0.28581328806467388 1.0076159678892507 0.72689030074980099 0.39188888622447882 1.8541313256901037 1.1435428531440264 0.84229998430237174 0.46163158304989338 0.22974767908453975 2.0588669394783214 0.055149963816802372 0.20308859255919742 0.13955668247945141 3.4215472925970962 3.5701275431783861 1.9560725435567285 0.595424304017797 0.65521434637776088 0.61036184584918374 3.3514418289269079 1.8438002289381072 2.9017058824101687 2.1900061396881929 2.3815594752595644 2.0644105072424273 3.6698940259302617 7.0238556201074962 171.8665338115652
leaf_count=41 11 11 6 38 8 5 24 37 8 8 4 39 15 71 94 48 28 36 13 19 24 48 24 34 16 26 24 32 60 2048
internal_value=0.000516344 0.00915682 0.0288539 -0.0168896 -0.0534194 0.00284839 0.000184819 -0.0274147 0.0190123 0.0448145 0.0135527 0.00584897 0.0173406 -0.0473225 0.0106851 0.00042784 0.00022347 0.000566482 0.0137694 -0.0429736 0.00663625 0.000206598 -0.0194598 0.000588947 0.000156231 -0.0241781 0.000844426 0.0218907 0.00016288 0.00048165
internal_weight=219.932 8.12671 4.62736 3.49935 1.73451 3.36411 211.805 1.84872 1.76485 0.922547 3.0783 2.68641 2.45666 0.397795 0.194707 209.956 208.102 204.68 5.43113 1.861 1.26558 199.249 3.79987 195.449 192.098 5.28327 186.815 5.8599 180.955 178.89
internal_count=2900 348 245 103 46 234 2552 48 57 49 228 223 219 180 109 2504 2480 2432 84 56 43 2348 60 2288 2240 60 2180 48 2132 2108
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 1 1 1 2 2 2 1 0 0 0 1 0 0 0 0 0 0 2 2 1 2 0 1 2 0
split_gain=0.0637268 0.245745 0.0626275 1.02195 0.952374 0.845872 0.552227 1.38768 1.76445 2.93923 0.760742 0.54901 0.525765 1.11418 0.567551 0.45124 0.875617 0.489973 1.4187 0.720849 0.676602 0.416263 0.39119 1.19997 1.02179 0.329831 2.09625 1.56939 0.862584 0.78757
threshold=0.30949672165000003 44.921040431000009 0.3459626957000001 0.48607826115000008 0.34632196640000007 0.3465914194000001 0.34569324270000007 0.34545372890000009 41.028010303750008 43.874475754150005 41.902916368500009 0.34744468730000005 0.48015029490000011 0.47778509625000004 0.4622167001000001 0.3453339720000001 0.47961138885000004 0.48181192180000004 0.48015029490000011 0.47943175355000006 0.47796473160000008 0.47943175355000006 43.57842012870001 42.773538294100007 0.34193587020000005 42.599563320500003 0.49967066855000003 0.35319301815000009 43.147345722250009 0.51589772760000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 7 15 -9 21 -8 -7 13 14 -13 17 -17 18 19 20 22 -10 23 -2 -24 27 28 -14 -27 -28
right_child=2 -3 4 -5 5 11 10 8 9 -11 -12 12 25 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.10282506740241376 0.00039962337571476062 0.024791465055600453 -0.038845135633219424 0.044459615729743975 0.05883570177067509 -0.039032679899726856 -0.015690185504906019 0.017932181217505696 -0.09212378096575273 0.030081736188882553 0.0415448266328656 -0.068465507985017812 0.065761383243713584 0.095303456120999802 0.025269430804816386 0.067719065708018167 -0.0072483034609935248 0.026291369005864224 -0.068683628709871061 0.037961922366163928 -0.038341435204783114 -0.1659102969493006 -0.0048216740678088529 -0.083717563006949436 0.064203080377164545 -0.14875264691433118 0.037104594980551749 9.2238113265119364e-05 -0.038855982499374171 -0.0079754756799003592
leaf_weight=0.27100546077417575 21.306041531826853 0.34045859333127737 6.2605175902135661 5.4809552673250428 2.4874532260000697 3.5122401327826074 3.5832615680992586 2.9012971278280011 1.2747277725138704 1.5903666941449044 6.5990649110171944 0.93711208933564139 3.8028376791626206 1.8151745833456514 2.0790553220358561 2.8675430989214865 3.4116303585469723 5.6803583167493334 3.2352988355560219 4.4774935133755198 5.1027226456208146 1.91038316860795 6.6173578176094434 1.8425659803324368 3.1729447501711547 1.3477161135524505 4.5924842083186403 84.58205051024288 1.5194537382340056 24.820867372295652
leaf_count=107 243 8 37 27 14 22 19 16 29 9 37 61 25 9 24 25 20 26 21 21 44 20 68 33 14 13 64 1230 30 584
internal_value=0.00046898 -0.0317691 0.000559069 0.00276462 -0.000738643 0.0010756 -0.000259317 -0.00363251 -0.0435753 -0.0809435 0.0214033 -3.80877e-05 0.00105324 0.0334005 -0.00385367 0.00168044 0.0269874 -0.00140904 -0.00484802 9.26393e-06 -0.00445776 -0.13638 0.000791324 -0.00629588 0.0175486 -0.000241914 -0.00889305 0.00291771 -0.090513 -0.000936852
internal_weight=219.422 0.611464 218.811 81.054 137.757 131.496 75.5731 65.3907 7.67677 4.77548 10.1823 129.009 125.497 4.83134 3.01617 57.714 6.27917 51.4348 45.7544 42.5191 38.0416 3.18511 32.9389 23.1486 9.7903 120.665 32.2805 88.3849 2.86717 29.4134
internal_count=2900 115 2785 672 2113 2076 645 589 74 58 56 2062 2040 94 85 515 45 470 444 423 402 49 358 276 82 1946 691 1255 43 648
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 0 1 1 1 1 2 2 2 2 2 0 0 1 1 1 0 0 2 1 0 2 0 1 1
split_gain=0.0571081 0.625096 0.239941 1.24034 0.364941 0.377115 0.447811 1.05745 0.20658 0.230923 0.25861 1.66154 0.227774 0.785453 0.688033 0.485655 0.468326 0.821658 0.472972 0.199545 0.507858 0.173221 0.172947 0.202623 0.373666 0.791604 0.352368 0.209564 0.142397 0.390682
threshold=0.47727612945000003 0.47715637260000004 0.3447651268000001 0.48119816770000007 0.34491482290000003 0.47778509625000004 0.47868327295000007 0.34608245260000009 0.35814795965000007 0.34581299960000006 0.34524415440000006 41.21013581150001 41.532441862050007 39.945535567850008 39.268993001500007 38.318569170500005 0.47670728420000003 0.4755546241000001 0.34193587020000005 0.33672644530000007 0.31810424840000007 0.43518158140000007 0.42646926740000007 48.919835655300012 0.31100865245000009 0.39614083410000006 48.680511450650009 0.37331217625000007 0.34506451900000007 0.34518427590000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 -6 7 -7 9 10 12 -12 13 14 15 19 17 18 21 20 -1 22 23 24 25 26 27 -14 -8 -30
right_child=2 -3 4 -5 5 6 28 -9 -10 -11 11 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.021696757188948403 -0.052442075235323585 -0.076615134100977311 0.028134724048400117 0.032538583653762838 0.023900373305881968 -0.095241190804565612 -0.019221784705120006 0.022690794290721999 -0.037521999908376735 0.03460544178803892 0.080122697449229049 -0.12932914574706966 0.024536915789679616 -0.05844237463900135 0.06475437494617467 -0.054035337971610746 0.044205353086600119 -0.074784122997609781 0.036457894532233928 0.022892001488348468 -0.094211482509711522 -0.048593642326081904 0.0369019390842108 -0.026172389930562465 0.037698991803385276 -0.14624068500352935 0.11272544668982157 -0.10411575001745266 0.036360152234165048 0.00054399709177353447
leaf_weight=1.0370072368532541 4.1143132726429021 1.1265195067971934 5.1213346105068913 2.9482783725252375 6.9326989203691474 1.5639770876150572 3.4749634899199 1.4796546930447219 1.462509058183058 1.9109988775826412 0.65503036572863382 0.89792775566456839 0.3347855806350728 2.5779183624545112 1.5542631070129571 1.7664061159593982 2.9835644997656336 1.3114117041404814 4.038732236251235 3.0013207769752626 0.59486363716132462 0.83684759750030924 1.0535314716398714 2.8877803795039654 1.9481025804998351 0.40977391388150863 0.28926324844360352 0.20362038756502443 3.1059100069105616 156.69829690868482
leaf_count=30 28 12 24 18 31 36 18 12 54 40 8 43 11 36 8 15 19 17 25 35 39 32 8 22 24 16 1 85 16 2137
internal_value=0.000429556 -0.00341124 0.00111061 -0.0169669 0.00182636 0.0010487 9.61941e-05 -0.0379088 -0.00081436 0.000957831 -0.0013077 -0.0409834 0.000988855 -0.010473 0.00507426 -0.00942019 0.00839581 0.000371072 0.00858269 0.00758936 -0.0205551 -0.00555401 -0.000500225 -0.00698833 0.0104025 -0.0325702 0.0237074 -0.0241184 0.000804633 0.00124011
internal_weight=218.322 32.8822 185.439 7.06259 178.377 173.256 166.323 3.04363 31.7557 30.2931 28.3822 1.55296 26.8292 10.5318 7.95386 6.3996 16.2974 13.3138 12.0024 4.63319 1.63187 7.96371 7.12686 6.07333 3.18555 1.23744 0.827669 0.538406 163.279 159.804
internal_count=2900 580 2320 46 2274 2250 2219 48 568 514 474 51 423 163 127 119 260 241 224 104 69 199 167 159 137 113 97 96 2171 2153
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 1 2 2 1 2 2 0 0 0 1 0 0 0 0 1 0 2 1 1 0 2 1 0 1
split_gain=0.348605 1.4973 0.452258 0.707316 1.22718 0.410399 1.45744 0.92604 1.04715 0.817566 0.641318 0.910341 1.02323 1.01118 0.652937 1.3877 1.014 0.588313 1.85915 0.978705 0.537996 0.993832 0.453681 2.23928 1.79112 1.52435 1.22901 1.65137 1.28559 0.613
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.51401155655000019 0.51243974730000008 0.39584144190000009 0.39971857130000005 43.633733172900008 37.858673296900008 0.4019490434500001 40.580626202750004 40.036761086100007 0.53839705400000015 0.55671985870000007 0.54475913895000005 0.41917906650000009 0.54279811980000015 0.54191491270000014 0.54317236010000014 0.54511840960000013 0.41865513010000005 0.54017843775000018 41.322103772800006 0.42552618185000007 0.42440346100000009 0.56276758185000009 41.840895355800008 0.44805544745000009 0.55754318735000019 0.43887907550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 -7 -8 11 12 -11 -13 16 -16 20 -14 -19 -20 -12 -22 24 -24 -17 -26 27 -25 -28 -27
right_child=1 2 5 -5 -6 6 9 -9 -10 10 14 13 17 -15 15 22 -18 18 19 -21 21 -23 23 26 25 29 28 -29 -30 -31
leaf_value=0.00017147695655024046 -0.0021840772129615993 -0.0020771252723966876 0.00064490401557138421 -0.002644578773567862 0.0019941018734568557 0.00012469693406177976 0.0013121784301807664 4.8933063404630105e-05 -0.0023004224142157198 -0.0024074953364890423 0.00059586268060088442 -0.0019462212821171891 0.00085335158374807085 0.00012070076412225311 -0.0022166799803427849 0.0021330799519715346 0.0014204922848606142 -0.0023018786656277012 0.0012638513776800015 -0.0001055969125239571 -0.0016604707580095493 0.00070290316741224959 -0.0028231145997304635 -0.0028804558914528413 -0.0015732377023663896 0.0015708529329554138 0.0014063794196423004 0.00040485288146896095 7.2157126093254362e-05 8.7881707347592128e-05
leaf_weight=163.4419703553649 1.1727018482342817 0.56531676859594771 4.4856609851121894 0.60936049622978306 0.57335123792290688 0.96704266360029523 2.1106449100188902 2.2016322056297213 2.3433541925624013 0.66820734925568714 4.6426354477880505 2.1605754559859629 3.0353821269236532 1.5721609285828888 0.98683819029247288 2.0430038347840291 3.9481149651110172 1.3376003280282045 2.3807388442219226 12.760859207252905 1.3933276571551689 1.3438908215612171 1.0296442897524709 1.1571892611682444 1.6903070621192453 1.6267375499010084 3.302853993605825 1.1964144787380062 17.424554651621293 3.1406150829461694
leaf_count=1373 56 47 41 25 3 20 17 27 53 13 46 18 19 36 31 6 18 10 15 439 43 8 20 11 11 6 18 32 374 64
internal_value=0.000118742 1.59761e-05 4.7174e-05 -0.000939581 -2.71484e-05 6.8482e-05 3.46671e-05 -0.000936567 -0.00159199 0.000110119 7.32643e-05 -0.000186124 -2.16055e-05 -0.00107567 0.000211345 7.40876e-05 0.000618441 6.00908e-05 -8.60237e-05 0.000109724 0.000189356 -0.000500126 0.000143408 6.08474e-06 0.0005329 2.66526e-05 0.000132295 -0.00121042 0.000284762 0.000593908
internal_weight=247.313 83.8707 82.698 1.74803 1.13867 80.95 76.4643 5.51203 3.3104 70.9523 68.8417 23.9155 20.1828 3.73274 44.9261 33.5982 11.328 19.5146 16.4792 15.1416 7.37985 2.73722 32.6113 24.1107 8.50066 6.45766 23.081 2.3536 20.7274 4.76735
internal_count=2900 1527 1471 75 50 1396 1355 100 73 1255 1238 550 496 54 688 573 115 483 464 454 97 51 542 455 87 81 435 43 392 70
is_linear=0
shrinkage=0.00196078


Tree=810
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 2 0 0 0 0 2 0 0 1 2 2 0 2 2 2 1 0 1 2 0 2 2 2
split_gain=0.0596243 0.437228 0.476049 0.30519 0.366827 0.241825 0.212325 0.206586 0.25258 1.37015 0.46743 0.823201 1.50929 0.56295 0.531443 1.53747 1.40329 0.724485 0.651295 0.46627 1.58233 0.954165 0.561562 0.397688 1.26529 0.596937 0.457417 0.431023 0.545413 0.73865
threshold=41.322103772800006 41.395309858300003 41.43512228960001 41.134354310300004 41.21013581150001 41.532441862050007 0.34560342505000002 41.028010303750008 0.54095685760000012 0.54317236010000014 0.54511840960000013 0.55671985870000007 38.994321257850011 0.55980359870000018 0.56704889075000009 0.45601928085000004 39.091773401050006 40.742467179200005 0.56915960600000015 40.305698932850007 40.496232821400007 40.21994457600001 0.34560342505000002 0.53978922790000017 0.39513787010000007 36.514114975300011 0.53592706805000012 39.788107623550012 39.420767558750008 39.268993001500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 -4 -6 8 19 -10 -11 12 -12 -13 15 16 -15 18 -16 21 -21 23 -22 24 27 -26 -27 28 29 -1
right_child=1 2 5 4 6 -7 -8 -9 9 10 11 13 -14 14 17 -17 -18 -19 -20 20 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0025730251881863754 -0.038867208805121831 0.055528364178691017 -0.027733241642842396 0.045462976440289654 -0.016463104501601884 -2.4333973573110028e-05 0.022020740997050772 -0.022743992771540586 -0.077578761609199243 0.031392238530547976 0.014228819976631016 0.052600491025839372 -0.10487595690765257 0.0015484803994660582 0.056639021421697681 0.056971476806041969 -0.14803996239728384 0.079138432861901475 -0.029585085725239175 0.071977021710459832 -0.02510837684294815 -0.067002191820924609 0.022058937487460795 0.044368249227908531 0.022154045222174758 -0.11969404698318989 -0.035254626951951154 0.027554194570936164 -0.023698189750308268 0.062169890252910524
leaf_weight=31.22192629775418 2.9843614525570947 1.5184757069910109 3.2468140247656256 3.4370374832069484 2.6714739772723988 105.24311404217315 3.0941364556510962 3.6649377372086738 2.4983702728059169 4.031937662104613 2.1630893685869514 2.1996588795736889 2.093781616538763 1.1820328377070826 1.2359700423548927 1.2747215287890865 1.3358552700374273 1.3710440768736587 3.0081648318066527 4.2160224860999724 4.92970085761044 2.0307346284389487 5.1727621648460627 2.2099807467311612 0.7129542517359363 1.4070467117853698 1.1791795929893849 7.289996074861846 7.2580610450822851 2.228065773844718
leaf_count=349 22 11 33 22 19 1474 25 34 19 26 45 24 30 26 21 13 21 26 333 32 36 15 39 13 24 45 11 54 47 11
internal_value=0.000494827 -0.0010999 -7.53323e-05 0.00220901 0.0196044 -0.000853588 0.0041894 0.000540015 0.00146504 -0.00777652 0.000988543 -0.0067386 -0.044354 0.00705632 -0.00359247 -0.0325124 -0.0778151 0.0159406 -0.00447504 0.0044277 0.0205179 0.000279412 -0.000957306 0.00283292 0.0010435 -0.0588606 -0.0811942 0.00516105 0.00115089 0.0065427
internal_weight=218.111 112.993 110.008 105.119 9.20265 108.49 5.76561 95.916 92.2511 22.3946 19.8963 15.8643 4.25687 11.6074 9.40779 3.79261 2.51789 5.61518 4.24413 69.8564 14.3185 55.5379 10.1025 53.5072 51.2972 3.29918 2.58623 47.998 40.7081 33.45
internal_count=2900 1540 1518 1360 66 1507 44 1294 1260 584 565 539 75 464 440 60 47 380 354 676 107 569 75 554 541 80 56 461 407 360
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 1 1 2 1 2 1 2 0 0 2 0 0 2 0 0 2 1 1 0 1 0 0 1 0 2
split_gain=0.0579774 0.303934 0.657297 0.300445 0.574188 0.310024 0.189613 0.130157 0.532528 0.17769 0.415934 0.178457 0.345331 0.247618 0.152796 0.118452 0.160201 0.151845 0.0825916 0.245869 0.270554 0.345052 0.133168 0.147659 0.108699 1.23018 1.01842 0.830573 0.577064 1.15779
threshold=35.461062230100005 0.4942366995000001 0.34392682850000006 35.131296350900008 0.49850303880000008 0.36543816055000006 0.33672644530000007 36.072790850000011 0.36449507500000006 36.514114975300011 0.36543816055000006 37.064694648750013 0.50449088350000015 0.52975958800000011 37.360990606650006 0.51243974730000008 0.54749857790000023 33.151194885250007 0.62143349005000015 0.62640340110000015 46.177190236600005 0.5024400467000002 0.49901200560000009 0.63075955810000017 0.41917906650000009 0.54017843775000018 0.54384599265000022 0.40367054880000008 0.54585192060000021 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -6 -1 8 -2 10 -9 12 -11 -14 -13 -7 -17 -18 24 -20 22 -22 -21 -24 26 -26 -16 -28 29 -27
right_child=7 3 -4 -5 5 15 -8 9 -10 11 -12 14 13 -15 18 16 17 -19 19 20 21 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=-0.022500574564650124 0.035575358084772704 -0.084446815714017978 -0.13583845386353272 0.062999202583665023 0.10325874474541562 -0.037838260676516501 0.063264616049087022 0.07554257466880783 -0.067065331692552035 0.00526196545337748 -0.0076830587994004794 0.025745002564715975 -0.018425859058709467 -0.085570277379695567 0.00032785364076535779 0.032671449849178455 0.03274732812157196 -0.10286878885028353 -0.11622158165453887 0.056311857501461143 -0.1118335429866959 -0.0059230903648827046 0.067961027730675999 -0.10925684874596782 -0.086554822167905984 -8.5218992269444098e-05 -0.0082978274360874776 -0.11960945455806569 0.0015296766719341765 0.069100938042821775
leaf_weight=0.64341239983332232 0.86088596691843067 0.5762467905879024 0.41887227933784732 1.3066270048584554 0.42901832610368762 0.4104396500042643 0.4300890879239887 1.0313640355161617 1.2243980004384409 2.7202000132383537 1.437405264994595 2.3801968910629503 1.2549235089682045 0.97672011878057663 149.386471409769 1.7951267248427032 0.14839259136579119 0.18610557652755233 0.22847545432159622 0.70699009925010647 0.40751335374079634 1.2548448050220029 0.079325650265673175 0.11543251396960841 1.4247006141085865 5.7457140497863275 1.3944877818576054 1.2908786653424611 32.927137542776109 4.1771939601749182
leaf_count=42 13 4 36 18 5 8 9 9 35 21 39 36 11 40 1407 28 106 56 11 16 15 88 7 105 81 28 41 41 520 24
internal_value=0.000451485 0.00987047 -0.0295949 0.0220093 0.00690254 0.0246318 0.0118605 0.000168309 -0.0246913 0.000416416 0.0270857 9.75324e-05 -0.0186572 -0.0478129 0.000558385 0.0113517 0.020832 -0.0427057 0.000257343 -0.0168191 -0.00796185 -0.0318862 0.0361422 -0.0370754 0.000500217 0.00486082 -0.000769344 -0.0618063 0.00790025 0.0290397
internal_weight=217.37 6.34433 1.49237 4.85196 3.54533 2.96908 1.0735 211.025 2.08528 208.94 2.46877 206.471 4.95184 2.23164 201.519 2.54006 2.12962 0.334498 199.139 2.79258 2.56411 1.66236 0.901748 0.194758 196.347 44.2747 152.072 2.68537 42.85 9.92291
internal_count=2900 312 87 225 207 203 51 2588 48 2540 48 2492 72 51 2420 198 190 162 2384 242 231 103 128 112 2142 653 1489 82 572 52
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 2 0 2 2 0 0 2 2 2 1 1 2 0 0 0 1 0 0 0 1 1 2 2 2 2
split_gain=0.0584859 0.242653 0.413965 0.233045 0.211488 0.186113 0.1524 0.148641 0.0871725 0.0656208 0.275151 0.505186 0.897886 0.448982 1.10742 0.935387 0.385716 0.254499 2.03456 0.39127 0.211278 1.05264 0.321304 1.83981 0.835369 0.757954 2.2273 1.07628 2.04354 1.79499
threshold=33.151194885250007 0.31100865245000009 0.51700547890000015 0.38185982460000006 0.53136133645000017 34.542090938800008 0.56793209785000009 33.96174662340001 32.785955158400007 0.47727612945000003 0.47577916830000005 38.938637541200009 39.039757512550004 42.718072821900002 0.34506451900000007 0.34482500525000009 37.962710038050005 0.47305469895000007 0.46594413340000007 0.43780126340000008 0.3447651268000001 0.48119816770000007 0.48140774230000011 0.48181192180000004 0.34491482290000003 0.34530403280000005 40.823855932350007 40.982542372850013 42.131954243650007 42.871500973550006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -2 -8 10 11 16 -13 14 -12 -15 -7 18 19 -14 21 -11 24 -24 -22 26 -26 -27 -29 -30
right_child=5 2 3 4 6 9 8 -9 -10 20 13 12 17 15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=0.105135484125998 0.0030015042850034552 -0.11122127537486333 -0.12256828235934769 0.10224698311851627 -0.10862362168921512 -0.012950363716124591 -0.10082424915305568 0.056486002476490264 0.095103498293223121 -0.048520298720940838 -0.053067169161402521 0.11445493799131234 -0.0032050692759597816 0.014638804948293133 0.0314863174083908 -0.11999895518539772 -0.087444754297428137 0.020618448193685603 -0.13901106190697085 0.038297539715323306 0.054491377848250436 0.030108846771388333 -0.11174459734056599 0.00068380002033117959 0.042272659475689991 -0.032460132093657078 -0.05977627732994667 0.062195864668359538 -0.069094926066889703 0.022241838674263568
leaf_weight=0.13419820368289848 1.0179985257434503 0.44469391259190139 0.10265069268643856 0.27603762969374657 0.11589229068340501 2.5136660576608914 0.02954557552402548 1.0613750806787718 0.098130944776130491 4.1212510190671301 2.7920847814530116 0.75897330325097101 8.9936478997624381 0.93447070667753029 3.4791857996024191 1.152306161355227 0.96070134051842604 5.9856674176407969 1.0322739795083169 3.0391881855903184 3.7968087159097186 2.9011580693186261 1.4710479546338309 137.98644152165093 3.5195366423577088 3.9911154378205564 5.451567524811253 8.163857579231264 3.0535479676909727 7.2847092188894749
leaf_count=1 36 61 2 5 19 52 86 36 6 28 24 4 222 8 23 41 17 53 18 45 16 18 13 1863 19 35 44 32 39 34
internal_value=0.000406373 -0.0215986 -0.0375388 0.0151181 0.0423187 0.000529045 -0.0255983 0.0303016 0.0497639 0.000238918 -0.00396384 0.00162312 0.00779182 -0.0195282 -0.00615845 -0.0597074 -0.0335489 0.00354242 -0.00428082 0.00727743 0.000970642 -0.0160363 0.0016542 -0.000502135 0.0101825 0.00483571 -0.0197405 0.0146376 0.0247971 -0.00473574
internal_weight=216.664 1.20115 1.06695 0.622257 0.519606 215.463 0.243569 2.07937 0.127677 213.383 31.6422 23.2841 19.8098 8.35805 6.27127 2.08678 3.47437 19.0508 13.0651 12.0328 181.741 7.02241 174.719 139.457 35.2611 31.4643 8.9711 22.4932 18.5021 10.3383
internal_count=2900 180 179 118 116 2720 111 72 92 2648 507 411 342 96 47 49 69 338 285 267 2141 46 2095 1876 219 203 63 140 105 73
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 1 2 1 1 1 1 0 0 1 1 2 2 2 2 1 0 0 0 1 2 1 1 2 2
split_gain=0.351024 1.56597 0.569786 0.586823 0.50293 0.438139 1.20386 2.16871 1.01724 3.32282 0.877795 0.625829 0.551746 0.908793 0.492086 0.461981 0.89985 1.80928 0.796142 0.996196 0.635145 0.825693 0.558246 0.314867 0.307285 0.810926 0.661327 0.327138 0.354861 1.57536
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.52511900840000014 40.337496327150006 0.53484925600000011 0.39513787010000007 44.086690780350004 0.40621538280000008 0.41753240920000007 0.39971857130000005 0.39772761295000009 0.54511840960000013 0.54317236010000014 0.42440346100000009 0.4355408521000001 41.348489042950007 39.995120105550008 38.592454371550012 38.441102963850007 0.43672345135000007 0.55411514625000013 0.55980359870000018 0.53225951315000009 0.44922307715000004 42.599563320500003 0.43887907550000005 0.50663153795000015 41.558544840500012 40.79983011445001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -5 11 10 -10 -7 -8 13 14 -11 16 17 18 19 -14 -17 -22 -23 -9 25 26 -24 28 29 -26
right_child=1 2 3 5 -6 8 7 23 9 12 -12 -13 15 -15 -16 20 -18 -19 -20 -21 21 22 24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00016811518458627745 -0.0021961128902647587 -2.4178950068480256e-05 0.0017650568255604378 0.0008296420521037303 -0.0021496787799249145 4.0368987147907095e-05 -0.00086987403150104751 0.0010819059205016805 -0.0023858503191548524 -0.00035960866886788364 0.0013680393049582077 -0.0023638238679937178 -0.0021374451150682314 0.0010337680167559491 0.00064645036754669037 0.00098557699983517944 -0.0013740908116424799 0.00074197016206393931 -0.0025312958303115728 0.0010492805565712438 -0.0016248379178578358 0.0008142017118469957 0.00077448367528131434 -0.0002403800655347505 0.0001746258088020465 -0.0016024919597555783 -0.000605536226926043 -0.00072655125119868021 0.00040655863486443382 -0.0026253471152025173
leaf_weight=161.78712908576745 1.2178103449987236 0.86561280873138347 0.77583301274716987 2.5172338755801302 0.84660333833016921 3.4567820841912171 2.1264538271352649 1.7681844410544729 2.1275493655703022 4.9731511007994396 4.2914247771259397 2.1866308988537639 0.67960234533529573 5.8999621775001287 2.9948149845004082 2.9051374550908795 2.5564417263958603 4.4861594960093498 1.1458483776077626 0.84745046496391296 1.1210341483820219 3.6005409212084514 2.3706856204662499 1.1379547249525783 6.964031331079247 1.5707520386204121 3.056197156154667 1.6431381308493644 11.352160139475016 0.86895500065293152
leaf_count=1373 56 19 17 19 56 40 42 40 54 30 30 50 50 29 23 19 36 22 21 3 11 29 17 12 210 37 44 319 166 26
internal_value=0.00011507 1.08604e-05 4.39858e-05 6.81116e-05 -0.00107513 5.13719e-05 -0.000337976 -0.000745106 0.000106382 2.15915e-05 0.000775713 -0.00162727 0.000108351 0.00045045 1.85256e-05 3.31704e-06 -0.000375489 -1.88969e-05 -0.00129593 -0.000368946 0.000107126 2.87167e-05 8.77017e-05 0.000564139 -6.30393e-06 -0.000361793 -2.68677e-06 0.000113129 0.000185045 -0.00013599
internal_weight=244.141 82.3541 81.1363 79.4241 1.71222 78.6483 9.73646 7.21922 68.9118 61.1636 7.74821 4.31308 59.0361 13.8679 7.96797 45.1681 9.7155 7.15906 2.6729 1.52705 35.4526 32.5475 31.4265 2.90614 27.8259 6.99763 5.42688 20.8283 19.1851 7.83299
internal_count=2900 1527 1471 1396 75 1379 163 144 1216 1146 70 92 1092 82 53 1010 132 96 74 53 878 859 848 52 819 98 61 721 402 236
is_linear=0
shrinkage=0.00196078


Tree=814
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 1 0 1 1 0 2 0 0 1 1 0 0 2 0 1 0 1 1 0 1 0 1 1 1 2
split_gain=0.239722 1.55987 1.20564 2.1084 1.48243 0.956745 0.999991 0.612523 0.611333 0.825715 0.53359 0.573766 1.13936 0.744967 0.512761 0.48784 0.980318 0.975567 0.875378 0.781591 0.669646 0.448655 0.622013 0.539247 0.797475 1.52927 0.437294 1.68365 1.62709 1.11091
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 0.37482410710000008 0.38398550940000004 0.51929582950000019 0.36543816055000006 0.38906020780000011 0.51243974730000008 41.792045663550006 0.48543456785000005 0.48320409570000006 0.36000419150000007 0.36597706655000006 0.48181192180000004 0.48101853240000009 41.395309858300003 0.48041974790000003 0.34521421515000011 0.47976108500000009 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.39388042275000007 0.52772372085000019 0.3459626957000001 0.34632196640000007 0.34581299960000006 43.124157941850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -4 8 10 -7 -10 11 12 15 -13 -9 16 17 18 20 -19 -1 -8 -23 -24 25 -25 28 -28 -12 -29
right_child=2 -3 5 4 -6 6 21 14 9 -11 26 13 -14 -15 -16 -17 -18 19 -20 -21 -22 22 23 24 -26 -27 27 29 -30 -31
leaf_value=9.3474829716324706e-05 0.0011047445517944651 0.0012226300527377056 0.00087208295286023358 -0.0025602168471756236 -0.00038287186685954239 -0.0021391159839760929 0.00061302982572676058 3.4770100728233508e-05 -0.0020600171454911642 0.00086461991983606036 -6.8373929166078072e-06 0.00098249389980472127 -0.0010616613212555994 3.9282983120445554e-05 -0.0013844371207340812 0.000776141585432762 -0.00098169526386539252 0.0002502661292987287 0.0011503590581636227 0.0016082322260451969 -0.00096901761770038419 -0.00081760678748217552 0.00070005491825708905 -0.002315850501707524 7.6544214095842865e-05 0.00020594139450462817 -0.0013313889474171549 -0.00040555291590711794 0.0012479826190244252 0.00061554222650659772
leaf_weight=26.212463808582477 1.6803950304165471 5.0830639265477648 5.6163402143865815 2.3502867547795177 2.4611022844910622 1.2451995611190789 5.5838396449107668 2.0348277613520618 0.61481118669325929 0.93647308304207399 37.458655947950319 8.437423740513621 2.7353223848622283 5.2057692483067504 1.8859249301021916 5.7315336763858786 2.6771647259593001 3.2253531638998529 2.7959358617663375 3.2934645023196936 2.4979573898017398 3.1366017172113052 4.942684397174161 1.5833051857771345 75.884023402168623 2.2220786940306425 4.194520348217341 8.9903212775243464 4.4442577059380701 7.5253877444192758
leaf_count=277 11 34 34 37 31 14 33 11 57 15 408 58 17 29 33 24 14 29 14 15 16 20 33 46 1400 28 29 61 21 51
internal_value=0.000101856 0.000157159 3.31844e-05 -0.00078609 -0.00144647 8.54472e-05 3.94976e-05 0.000115288 -0.00111585 -0.000294484 0.000139144 0.000266832 0.000168117 0.000622597 -0.000647884 0.00024056 0.000165142 0.000245885 0.000103026 0.000936343 1.03241e-06 7.41073e-05 3.98211e-05 7.15988e-05 3.26192e-05 -0.0008433 1.10495e-05 -0.000222035 0.00012625 5.97094e-05
internal_weight=242.686 134.429 108.257 6.49178 4.81139 101.765 96.149 129.346 2.79648 1.55128 125.426 62.8124 49.1692 13.6432 3.92075 46.4339 40.7023 38.0252 31.5064 6.51882 28.7104 93.3525 87.7687 84.6321 79.6894 3.80538 62.6131 20.7102 41.9029 16.5157
internal_count=2900 1141 1759 79 68 1680 1646 1107 86 72 1063 493 406 87 44 389 365 351 307 44 293 1560 1527 1507 1474 74 570 141 429 112
is_linear=0
shrinkage=0.00196078


Tree=815
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 2 2 0 0 1 2 2 0 2 1 0 1 0 0 1 1 1 1 0 2 2 2 0 2 2
split_gain=0.0647233 2.5831 0.661506 3.25315 2.01857 1.95523 1.12701 0.779741 0.749749 0.575245 0.836812 2.70251 0.520973 0.708471 0.50964 0.57601 1.66969 0.989711 1.98876 0.545678 0.428093 1.44788 0.941474 0.412971 0.405683 0.341921 0.33363 0.323412 0.256178 2.07547
threshold=0.34545372890000009 0.34542378970000004 41.872669623500009 42.233786329550007 0.34518427590000006 43.673409002000007 41.755948821900006 0.47997065955000012 0.47778509625000004 0.34569324270000007 42.487106141350004 41.028010303750008 0.47943175355000006 40.532725462000009 0.34587287805000005 0.47760546090000006 0.35675578575000005 0.47943175355000006 0.48077901860000011 0.35814795965000007 0.34458549145000011 0.34500464060000008 0.34521421515000011 0.47694679800000012 47.673928029900004 42.207998345450008 42.297164883650005 0.47670728420000003 41.941595803500007 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 8 -6 12 -4 23 10 11 -2 20 -14 25 16 -16 -17 -19 -18 -1 -22 -23 27 26 -11 -21 -5 29 -20
right_child=9 -3 3 4 5 -7 -8 -9 -10 14 -12 -13 13 -15 15 17 19 18 28 24 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0068154415069860731 0.015050017358439294 0.11858823479798836 -0.072427773584886404 0.0011842477733162776 -0.14681687595286405 0.01395815377647648 0.072920510491041382 -0.19148304946400144 0.051543332405930377 0.041800043297151639 0.014002760078759918 -0.12935772317095867 0.053767263533276703 0.0022271318391062131 -0.14442125270031464 0.049998904676788213 0.070280187738420277 -0.12849354792446185 0.0023610718287798258 -0.016243380411044242 -0.067328674800640073 0.052230731707659045 -0.032959656802237662 -0.050751587994203665 0.035029333934037697 0.0018925785228402648 -0.12150435558740327 0.052460345588656233 0.0057580271803594095 -0.049617880526668691
leaf_weight=11.259906817736921 2.8498082216829044 1.8842441299930204 1.1590523616105231 11.72155635098898 1.725185320945456 1.3470266317017374 2.5101452914532265 1.047088738530874 3.6921190502471282 4.9192554131150228 3.249870173051022 2.3767772791907191 4.0863948129117471 7.6786306761205196 1.0756671517087846 3.9308071043342343 0.83017090077555655 1.2107851393520821 70.365120091156996 0.70702032135886816 4.0199924312782951 2.7843730481090461 2.4289072608644346 1.3905371241271485 0.68279743939638127 3.8095398326404393 0.52448812295915559 1.3742758110165603 51.379556752818644 8.6231598006415862
leaf_count=162 16 9 32 196 36 7 13 9 23 21 31 30 25 36 32 25 10 13 1012 29 32 23 24 13 4 26 24 8 857 122
internal_value=0.000563562 0.00335283 -0.000376336 -0.0133532 -0.00135412 -0.0763243 0.00837863 -0.128934 0.011316 -0.000507519 -0.0258431 -0.0506191 0.00335635 0.0201288 0.000942961 -0.000525528 -0.0388202 0.000554036 -0.000923091 0.00256898 -0.00627261 -0.0222334 0.0125399 0.00106336 -0.0267951 0.0243831 -0.0610731 0.00656516 0.000261714 -0.00331348
internal_weight=216.644 60.1094 58.2252 23.4568 21.2507 3.07221 34.7684 2.20614 18.1785 156.535 8.47646 5.22659 32.2582 11.765 148.058 139.33 3.82014 135.509 131.579 2.74448 20.4932 9.23327 5.21328 14.4864 1.91431 8.7288 1.23151 13.0958 130.368 78.9883
internal_count=2900 648 639 324 283 43 315 41 240 2252 77 46 302 61 2175 2128 99 2029 2004 67 241 79 47 217 57 47 53 204 1991 1134
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 1 0 2 2 0 0 1 2 2 2 2 1 2 2 1 1 0 2 1 0 2 1 2 1
split_gain=0.229878 0.260276 0.422485 0.195754 0.249224 0.2063 0.342459 0.350004 0.325786 0.150416 0.553768 0.693766 0.975564 0.489468 0.432207 0.586594 0.457304 1.67329 0.598334 0.428336 0.855074 1.28238 1.07718 0.891706 0.649079 1.08063 0.675515 0.579947 0.873752 1.41065
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 0.68186581240000022 0.57987784795000008 0.64899254515000016 45.027406014450008 41.621607100200002 0.57600071855000012 0.62143349005000015 0.44578006650000007 41.726652433350004 40.259171735100004 40.496232821400007 40.036761086100007 0.34569324270000007 39.945535567850008 39.468990633150007 0.33672644530000007 0.34692075085000007 0.47886290830000006 35.818873074050011 0.44705248345000009 0.55041765215000005 39.039757512550004 0.34524415440000006 39.749124837650008 0.38991347565000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 6 7 8 -5 10 14 12 -12 -11 16 -16 18 -18 19 20 23 22 -22 -1 25 -23 -26 -21 29 -29
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 13 11 -13 -14 -15 15 -17 17 -19 -20 27 21 24 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-5.1354247730567366e-05 -0.0021323329571669857 -0.0020765590688228666 0.0018562961921685548 -0.0019866391076899899 -0.0024181069819986115 -0.002106310955256483 0.0020332212170790652 -0.002216815758513934 0.001741527685647902 -0.00087458977329195537 0.00092028046744693326 0.00078396548503516543 -0.0022778274196227589 6.5797252680649713e-05 0.00082668423309634447 0.00021957891989519214 0.00082775871061562412 -0.0013025171733859605 0.00088042209439426807 0.00038644323373096648 0.00044828864932511047 5.6078119483228542e-05 0.0019526619781529446 -0.0024747790899099674 1.2221962240873246e-05 -0.0013835678419416354 0.0014185973510387668 -0.0022218871768100766 0.0001098695256297036 -9.9288560555666191e-05
leaf_weight=1.5309283584356301 0.28020283830483039 0.35123493848368514 0.30996182374656189 0.12758072857832281 0.1893836483832273 0.15409340785481607 0.31305434787645936 0.26371838854902308 0.30687711760401726 2.1700260401703408 0.50475513449055087 0.79893030227322004 1.3409293511631402 109.86181100930844 7.1506190688814959 42.405834064120427 2.3607910105492911 3.5483241339679807 3.7324386695399872 3.9852074533700934 6.3675933109661838 36.045275762018719 2.5679125562310219 0.94350058445706952 2.6420095443172604 2.122643138136481 2.6105120070278645 2.2504255902022106 4.5578991323709488 2.588226608466357
leaf_count=47 30 34 4 96 68 55 3 67 3 28 23 37 115 1230 48 281 16 34 23 18 54 338 14 29 38 80 12 20 34 21
internal_value=9.43859e-05 -0.000523108 -0.000242562 -0.000640483 -0.000331914 7.1252e-06 0.000329175 -0.0004349 0.000646733 0.000100243 0.000145605 -0.000742473 -0.00140321 4.75822e-05 0.000164039 0.00030718 7.29251e-05 -0.000451436 0.000115993 7.4165e-05 0.000150925 0.000204158 0.00088062 -0.000975407 6.49484e-05 -2.39853e-05 0.000711193 -0.000240353 -0.000506186 -0.0010865
internal_weight=244.383 2.29611 1.94487 1.63491 1.35471 1.16532 1.01123 0.698176 0.434458 242.087 130.055 2.64461 1.84568 112.032 127.41 49.5565 77.8537 5.90912 71.9446 68.2121 54.8304 52.3559 8.93551 2.47443 43.4204 38.1679 5.25252 13.3818 9.39655 4.83865
internal_count=2900 360 326 322 292 224 169 166 99 2540 1282 175 138 1258 1107 329 778 50 728 705 612 536 68 76 468 418 50 93 75 41
is_linear=0
shrinkage=0.00196078


Tree=817
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 1 2 2 2 2 0 2 0 2 0 0 2 1 1 1 2 1 0 2 2 1 1 1 1
split_gain=0.0610123 0.885011 0.877463 0.699198 0.533234 0.38963 0.52426 2.57298 0.38535 1.54257 0.678985 0.469141 1.38881 1.22367 0.453433 0.380134 0.538562 0.444866 0.356989 0.455408 0.508505 0.35497 1.4575 0.813171 1.35705 1.63876 1.92788 1.23552 1.54465 0.501178
threshold=0.3459626957000001 0.48607826115000008 0.34632196640000007 0.3465914194000001 0.48368312325000012 0.34744468730000005 0.35585760905000008 42.564639561200003 42.988308018450006 43.061965423550006 42.718072821900002 0.47961138885000004 43.812290675100009 0.47305469895000007 44.086690780350004 0.47715637260000004 0.3972336157500001 48.852845034800005 0.35759408400000009 0.35877668335000007 0.36106703390000006 39.468990633150007 0.34512439750000007 0.47760546090000006 40.12915366295001 40.621691032550004 0.34515433670000012 0.3453938505000001 0.34569324270000007 0.34536391125000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 8 -5 7 -7 10 -10 21 12 13 -11 -14 16 -16 -18 -8 -20 -21 22 -1 29 -25 -26 -27 -28 -29 -23
right_child=2 -3 3 5 -6 6 18 -9 9 11 -12 -13 14 -15 15 -17 17 -19 19 20 -22 23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.00010044872851854247 -0.037495448401786501 0.042097154919672378 0.055030059424433897 -0.032497148017377665 -0.039048285162938477 0.066088389605083162 -0.048546280538909248 -0.050050939346673567 0.11161358137832821 0.044179048922386194 -0.051495067751656076 0.036317706778564725 0.057593599141755859 -0.14856710755643071 0.0053706058048223274 0.042900753391826058 -0.12300230309591394 -0.018351646864739456 0.047649547906304324 -0.048204038405123641 2.380955789126975e-05 0.0057501883265205084 0.10680824732347519 -0.071770839867548675 0.047567337490775519 -0.070413018941448677 0.047083953010317009 -0.06751545252913968 0.016203481451925027 0.05150375951258386
leaf_weight=7.4631819542482827 6.183244078885763 5.3447526246309272 2.356903448700904 3.5722928596660486 3.3457520492374888 5.4161808160133642 1.5413972910337168 2.9446554638852831 1.5005847419088265 0.46810601724792178 2.6790188008817486 3.7931503214640534 1.628893159693688 1.1113905157544648 5.6239466588667693 1.6989456427982075 0.66041784675326187 1.0552782725717404 1.9632682899919007 2.2304007004204314 110.43994897189737 11.832654183963312 1.5380083623867902 3.5498910583555725 4.6662964317947653 5.1899708092678365 4.1024934304878107 3.8098590995650721 5.2280736016109586 3.0013652835041276
leaf_count=127 37 27 14 22 20 48 22 22 9 33 40 15 24 36 50 9 37 11 22 22 1904 143 14 25 23 40 21 37 25 21
internal_value=0.000593747 0.00280038 -0.000686679 0.00105783 -3.9913e-05 6.48633e-05 0.0009989 0.0251845 0.00180866 0.0146581 -0.00243907 0.00558772 -0.00393001 -0.0914441 0.00902789 0.0002756 -0.00959107 -0.0586345 -0.000741683 -9.88885e-05 -0.0009309 0.000169451 0.0181667 -0.00374536 -0.0142243 -0.00534111 -0.0188098 0.0015715 -0.0190875 0.0150075
internal_weight=215.94 79.292 136.648 130.465 73.9473 128.108 124.536 8.36084 70.6015 17.5407 53.0608 16.0401 12.247 1.5795 10.6675 9.03859 7.33964 1.7157 116.175 114.634 112.67 50.3818 9.00119 41.3806 26.5466 22.9967 18.3304 13.1404 9.03793 14.834
internal_count=2900 787 2113 2076 760 2062 2040 70 740 224 516 215 200 69 131 107 98 48 1970 1948 1926 476 141 335 171 146 123 83 62 164
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 1 0 2 1 0 1 1 2 2 1 1 1 1 2 1 1 0 0 1 2 1 0 1
split_gain=0.0559055 0.94376 0.927084 0.752718 0.331433 0.691087 0.43149 0.46794 0.461665 1.24272 0.496171 1.28737 0.407102 0.793522 1.01464 1.0784 0.789272 0.48814 0.766865 1.04456 1.47706 0.473675 0.504419 0.737735 0.580722 1.30568 1.11492 0.416297 0.662259 0.475609
threshold=0.50579323975000012 0.50300889195000009 0.37668033890000002 0.37138109635000011 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.39024280710000009 0.52324780695000006 39.468990633150007 0.39388042275000007 0.52772372085000019 0.39584144190000009 0.39971857130000005 43.633733172900008 36.82350895510001 0.4019490434500001 0.40259273675000007 0.40621538280000008 0.41753240920000007 43.968221017800005 0.41808628485000005 0.41917906650000009 0.54017843775000018 0.54585192060000021 0.42019700010000005 41.028010303750008 0.42194844465000009 0.55240861050000023 0.42440346100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 -7 -8 9 -9 11 -10 -12 14 15 -14 -15 -18 -19 20 -20 -21 -23 -24 26 -26 -25 -27 -29 -30
right_child=2 -3 4 -5 5 6 7 8 10 -11 12 -13 13 16 -16 -17 17 18 19 21 -22 22 23 24 25 27 -28 28 29 -31
leaf_value=0.00023843572652945444 -0.011651997495274988 0.047096253723998727 0.025483490127435528 -0.083146862694870649 -0.060041576123216471 0.032960514702531363 -0.037491994963149471 -0.015528169789045747 -0.11650498913314505 0.083459151272685064 0.032282130818427089 0.012061427223102043 0.032210314208406518 0.068042736559881398 0.013720024863213345 -0.11603597627623155 -0.060549643868006923 0.073943926851422523 -0.12102385615918793 0.058784314776967009 0.021408609680938547 -0.047439975217300978 -0.076518843714172224 0.0026283924426525182 -0.15214275536639874 0.05431648086789248 0.072407894679271986 -0.045418031823302007 0.092676889229079309 0.0021013340144467683
leaf_weight=113.31745523062045 3.9454694399610153 4.4677755562588564 5.3540296289138487 2.349519023206085 1.8850565121974785 4.0658748894929877 3.2682153205387285 2.7451296662329687 1.2936075313773465 2.3574287501905928 3.8947674916125825 1.9572077100165186 0.64492727350443546 1.7616368778981257 1.9776088529033584 2.0518434343393892 1.2975356280803669 1.4238104814430688 1.6516405921793187 1.4737115647585586 1.3020677329914176 2.0400845643598577 1.130224518070462 6.7336450326256436 0.55986646004021068 1.4461745950393368 3.4695823676884174 2.9928215704858294 0.59063052665442128 31.419591029695766
leaf_count=1121 41 46 49 44 20 23 23 24 46 35 41 28 12 17 27 62 10 17 51 10 32 22 47 41 9 14 20 25 5 938
internal_value=0.000551396 0.00201583 -0.0012253 -0.0383365 0.00134787 -0.000164666 0.00118628 -0.00043908 0.00114979 0.0302049 -0.000934991 -0.0390994 0.000893208 -0.00101796 -0.0406859 -0.0805832 0.00210927 9.03602e-05 0.00148956 -0.000392597 -0.0582361 0.00290214 0.00126756 0.00332305 0.0052344 -0.000588929 0.0263567 0.00173896 -0.000433311 0.00377257
internal_weight=214.869 117.785 97.0837 6.29499 90.7887 85.4347 83.5496 79.4838 76.2155 5.10256 71.113 3.25082 67.8622 63.9674 4.67438 2.69677 59.293 57.5314 56.2339 54.81 2.95371 51.8563 50.3826 48.3425 47.2123 37.0091 10.2032 36.4492 35.003 32.0102
internal_count=2900 1167 1733 85 1648 1599 1579 1556 1533 59 1474 74 1400 1359 101 74 1258 1241 1231 1214 83 1131 1121 1099 1052 991 61 982 968 943
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 0 2 1 0 2 2 1 1 2 2 0 2 1 2 2 0 1 2 2 1 0 2 0
split_gain=0.341228 0.681834 0.959709 0.607166 0.531529 0.518956 0.592635 0.695161 0.510653 0.480863 1.06556 0.796052 0.73376 0.534837 1.25483 1.10914 1.35853 1.14902 3.70718 1.07108 1.08895 1.58431 0.783766 0.628395 0.605592 1.82476 0.455532 0.432699 1.75999 1.70906
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 42.027086531450003 42.34047585750001 0.34503457980000002 0.53321756835000012 37.272044000450002 0.32272985840000007 0.46928235680000008 40.742467179200005 39.56957118270001 0.36000419150000007 0.34744468730000005 39.468990633150007 40.12915366295001 0.48218616210000004 41.395309858300003 0.34560342505000002 40.621691032550004 41.395309858300003 0.49320379630000005 0.36501901140000009 41.840895355800008 41.590548329450009 0.34515433670000012 0.47997065955000012 43.968221017800005 0.47905751325000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 6 -2 -8 -5 11 12 -1 -11 14 15 -12 -17 19 -19 20 -18 26 -16 -15 25 -25 -22 28 29 -7
right_child=5 2 3 8 -6 27 7 -9 -10 10 13 -13 -14 23 22 16 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.0299726121045026e-05 0.00020762365558056411 -0.0022373446510981598 0.0015432236761056637 0.00071353550052578396 0.00071097297643304492 -0.00048219732214295372 -0.0024499006750059102 -0.00020351994393119486 -0.0021180574397379015 -0.00038683233407353933 0.00090310215275220501 0.0016820506491228536 -0.0023087546148916277 -0.00072107386876702287 0.00051524471284165277 -0.0008409032833248144 0.0009991652406546158 0.00055268600163250819 -0.0019454767090455619 0.0011026807013030469 -0.0012021226854357454 0.00055079919899114044 0.0018943653510635891 0.00011135126982745321 0.0010357900853470037 -0.0017482549753348915 -0.00023166850844811716 0.00012052004276592527 0.00028622729117885247 -0.0029479658124303984
leaf_weight=2.0147661945084101 1.5280015518073917 1.0972839092300994 0.68373440916184314 0.44104619157678826 6.6572116599709252 11.182551359175706 1.126005274243653 1.0000092412228694 0.55048648904084985 3.1479807162377247 7.2617358751595011 2.0178819205611944 1.0083777178078888 3.858662862709024 3.6414132630452505 5.4413226628676048 4.8991689309477868 6.2204445190727693 3.6087712198495865 6.6341089680790892 3.6790187237784249 7.8610526574775577 2.8045095577836037 69.896023624856753 2.5172253390774122 2.0893653789535156 3.7604305166751146 61.7904503966638 14.493593292427247 1.1963339038193215
leaf_count=42 13 104 8 108 46 205 22 20 144 100 38 31 38 27 23 36 22 34 21 24 23 39 25 661 22 30 22 823 135 14
internal_value=9.43461e-05 0.000151517 -0.000811926 0.000121709 0.000169442 3.42605e-07 -0.000723826 -0.00139328 -0.000858529 0.000144119 0.000124662 0.000811549 -0.000853112 0.000154951 0.000301639 0.000195399 7.33413e-05 0.000209029 -0.000364508 0.000419115 0.000194614 -6.30008e-05 0.00111528 5.0474e-05 9.04342e-05 5.73765e-05 -0.000711586 3.01874e-05 -0.000177523 -0.000720497
internal_weight=244.109 151.792 2.77255 1.67527 149.019 92.3169 3.65402 2.12601 0.991533 142.362 138.33 4.03265 4.15636 134.173 55.812 49.3661 42.1043 36.663 9.82922 26.8338 20.1997 15.3005 6.44592 78.3613 74.5026 71.9854 7.43945 88.6629 26.8725 12.3789
internal_count=2900 1668 364 260 1304 1232 55 42 252 1258 1185 73 138 1047 307 259 221 185 55 130 106 84 48 740 713 691 45 1177 354 219
is_linear=0
shrinkage=0.00196078


Tree=820
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 2 2 2 0 2 0 1 1 0 2 2 0 2 2 2 2 2 2 2 1 2 1 0 2 2
split_gain=0.0566131 0.223689 0.37995 0.213172 0.20291 0.14733 0.169105 0.274652 0.142458 0.0805085 0.0570192 0.272198 0.410884 1.08146 0.224863 0.414226 0.208378 0.560111 0.196742 0.551613 0.506573 0.321242 0.666797 0.507934 0.388657 0.247594 0.345568 0.186963 0.500609 1.04475
threshold=33.151194885250007 0.31100865245000009 0.51700547890000015 0.38185982460000006 0.53136133645000017 34.542090938800008 33.384956903900012 34.176526048000007 0.56793209785000009 32.785955158400007 0.47727612945000003 0.34512439750000007 0.34500464060000008 0.47648274005000008 37.186372654950006 37.737818700150008 0.47778509625000004 42.102795028150005 38.938637541200009 39.945535567850008 41.24714903835001 42.773538294100007 42.508878681700004 43.57842012870001 0.32272985840000007 48.919835655300012 0.31100865245000009 0.47868327295000007 40.621691032550004 43.45354240915001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2 -8 -6 -10 11 12 13 14 -7 -16 17 -12 -17 -20 -21 22 24 -23 -22 26 -25 28 -18 -30
right_child=5 2 3 4 8 10 7 -9 9 -11 16 -13 -14 -15 15 18 27 -19 19 20 21 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.10472408971309795 0.074008276596967251 -0.11046984465074634 -0.12103458772640566 0.10212558512153243 -0.10826184848926929 -0.036156767328516096 -0.035714092131042915 0.049788666106950596 -0.10075490278718136 0.093038627727417514 0.037481650594328522 -0.021964930734213333 0.047687780309308925 -0.07503263048513556 0.07360099236886887 -0.02518508657634589 0.010993084191448201 -0.013737999988436958 0.050091028315862075 -0.064518775674908033 0.041085243303288152 -0.06590747716472127 0.094484851819719995 -0.027303274771992882 -0.030193043118684915 -0.015466640477421245 0.037486454630235359 0.00092098014189076656 -0.1170451786597428 0.017098190838352435
leaf_weight=0.12441965192556281 0.5629048349874205 0.41668704937137568 0.097086138091981411 0.25836127623915672 0.11138888040659367 1.301472857099738 0.70601342897339214 0.80294767061513994 0.027842180106972592 0.093181935895700008 5.1243281513452512 6.3625434490968464 1.7673151887138363 1.879862601897911 0.88554700091481464 2.1064566504792337 2.6457640677690497 3.6598768830299377 2.5488426517695215 1.1345487402286369 1.4705624299749609 1.2058869817410576 1.1093346028646918 1.1214357407443456 1.5943733418826012 3.592730425298214 3.0958447444718331 166.01813343601248 1.2085653694812211 1.1174007505178449
leaf_count=1 12 61 2 5 19 27 36 24 86 6 22 145 11 24 11 19 18 19 14 20 43 45 12 49 22 26 39 2037 39 6
internal_value=0.000578026 -0.0217562 -0.0374215 0.0143565 0.0411399 0.000696392 0.0272328 0.0097836 -0.0266546 0.0484555 0.000435763 -0.00351215 0.00121927 -0.00234409 0.00411144 0.00674957 0.00112042 0.0161413 0.00363049 0.00722777 -0.000399031 0.00511621 0.0280515 -0.00550262 0.00400642 0.00382405 0.0202579 0.000348753 -0.0187593 -0.0526023
internal_weight=214.152 1.12897 1.00455 0.58786 0.490774 213.023 2.07187 1.50896 0.232413 0.121024 210.951 31.1768 24.8142 23.0469 21.167 19.8656 179.774 8.78421 18.98 16.8736 14.3247 13.1902 4.17427 9.0159 3.06494 7.81001 4.21728 170.99 4.97173 2.32597
internal_count=2900 180 179 118 116 2720 72 60 111 92 2648 507 362 351 327 300 2141 41 289 270 256 236 77 159 65 114 88 2100 63 45
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 1 2 2 0 0 0 0 2 2 0 1 1 2 0 2 2 0 1 1 0 2 0 1 0 2
split_gain=0.0551436 0.280687 0.261822 0.168988 0.152855 0.941373 0.328799 0.22809 0.329604 0.46423 0.261113 0.321295 0.204522 0.168465 0.444734 0.647009 0.565945 0.277757 0.149096 0.417418 0.268819 0.199546 0.657435 0.892492 0.927471 0.546456 0.511844 0.647532 0.249175 0.27596
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.31100865245000009 48.988717865950008 0.36106703390000006 48.852845034800005 49.842240509300005 0.5810754169000002 0.61532588845000014 0.6166282446500001 0.66697104880000013 50.264779514000004 46.177190236600005 0.54191491270000014 0.37668033890000002 0.45877368940000007 48.008184682100008 0.60665848330000005 43.45354240915001 40.79983011445001 0.57600071855000012 0.45772581660000006 0.45976168375000009 0.58388970390000006 40.922041107600009 0.58626987215000004 0.47536001915000009 0.58859016195000013 42.508878681700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 -6 13 -7 12 -10 -11 -12 -9 18 15 -15 -16 -18 21 20 -20 -5 25 -24 -25 -23 -26 -28 -29 -30
right_child=3 -3 -4 4 5 7 -8 8 9 10 11 -13 -14 14 16 -17 17 -19 19 -21 -22 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.012355670512831879 0.032595579282251728 -0.052776197558671849 0.056026736900840916 0.0011210486730102796 -0.15488361506233159 -0.044843018203586688 0.034158684701282596 0.075354346780087011 -0.11732750562537252 0.078831202388945976 -0.11135430135356594 0.037100222585811665 0.0097908924061287112 -0.0056075035952193692 0.035908411743631449 -0.11374784238843326 -0.090692215633218998 -0.0010177932124916347 0.013317166938967723 0.062417798924425054 -0.10418114620288065 0.0052979362576468549 0.10329971196597279 -0.15578236247486787 0.11214038495692538 -0.11944366480157304 -0.12205491262043477 0.10878709141853748 -0.10844983146470136 0.044218813627961123
leaf_weight=2.1344453719284497 1.6528083307493933 1.1524101297691229 0.7590123564004897 187.6852569208163 0.44971549106412467 0.99852855692733999 2.931342056952416 0.78021216206252608 0.41027577011845984 0.34844552353024483 0.26739341067150235 0.32056084246141836 1.2194238595548084 1.3202297647367225 2.2863231233786796 0.95237984205596138 0.68012587721022988 0.70183270296547562 0.56618835050608085 1.3147930798331797 0.29677641870512161 0.55442949499410932 0.7280861257168002 0.43183730621831307 0.37203045646447197 0.95797453774139285 0.42161133325953393 0.27253152464982122 0.18221068755519809 0.33807691302354215
leaf_count=113 26 29 4 1836 11 44 21 6 39 3 17 30 76 31 27 35 36 13 195 27 88 34 7 41 4 21 27 5 43 11
internal_value=0.000523197 -0.0110402 0.00558242 0.000746573 0.000493237 -0.0171548 0.00091007 -0.00289911 0.00961681 -0.0286266 0.0102369 -0.0304148 0.0353723 0.000422907 -0.0161647 -0.0509257 0.00537085 -0.0451507 0.000930553 0.0269488 -0.0270909 0.000635355 -0.0207692 0.00838736 -0.0258516 -0.0737149 0.00951581 -0.0219224 0.0313269 -0.0092475
internal_weight=213.487 4.04587 2.89346 209.441 207.789 4.79456 202.994 4.34484 3.34631 1.34668 0.9364 0.587954 1.99964 200.063 5.94089 2.27261 3.66828 1.38196 194.122 2.17776 0.862965 191.944 4.25879 2.74638 2.0183 1.5124 1.58646 1.21443 0.792819 0.520288
internal_count=2900 146 117 2754 2728 226 2502 215 171 89 50 47 82 2481 142 66 76 49 2339 310 283 2029 193 138 131 55 90 86 59 54
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 0 0 1 1 2 2 2 1 1 1 1 1 0 1 1 0 0 0 0 0 1 0 0 1
split_gain=0.0629611 0.209609 0.191484 0.101488 0.123405 0.261729 0.125525 0.0909747 0.778404 0.256137 0.133098 0.267194 0.189202 0.127943 0.404127 0.510044 0.190287 0.192049 1.07496 0.127152 1.12385 0.694472 0.471994 0.829401 0.468705 1.41641 0.73572 0.442295 1.07295 0.379194
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.49703601690000004 0.49901200560000009 48.315732392000008 0.63075955810000017 0.60665848330000005 0.45772581660000006 0.47383311875000006 52.781270016900002 37.511241581900002 48.008184682100008 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.42829556000000008 0.42892428370000008 0.55041765215000005 0.55754318735000019 0.55538756325000016 0.55335169605000012 0.54749857790000023 0.43166372265000008 0.55980359870000018 0.56276758185000009 0.42194844465000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 6 -6 13 -9 -10 11 -11 -13 16 -15 -16 17 19 -19 21 -21 29 23 -23 25 26 -22 -26 -29 -1
right_child=1 2 -4 4 5 -7 -8 8 9 10 -12 12 -14 14 15 -17 -18 18 -20 20 24 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0013298925113321538 -0.11291227666344789 -0.034029540421151187 -0.10428726872848931 0.065843263963051971 0.026578708903456868 0.027490384166258403 -0.10757965238428424 -0.12557624619130545 0.088931034521854135 0.096720920999433579 0.066066596898437108 -0.10692700061235035 0.006149732755245667 -0.11080726234762411 0.016047137555957786 -0.10395041634409939 0.028699161714508228 -0.1087156970302087 0.018769478233043278 0.10281504609437549 -0.05493014522778971 -0.074590341031169238 -0.10931086166886508 0.054409957421637782 0.038372878483741553 -0.13696066142676805 0.044297880742908427 -0.067400094187462969 0.012622265444903746 -0.033407958737208934
leaf_weight=170.83136050399162 0.20142646269505293 0.59929525968618769 0.186090636313338 0.35943911410868157 0.094332321714318601 0.93911866878625005 0.26754093462841411 0.31284412494278457 0.77499986716429692 0.18695243422916952 0.34907306265085936 0.24941459798719734 0.36381312401499599 0.42270609185243246 2.0249240093580743 0.42930881576171476 2.4052833577152333 1.0071372955135296 1.9267624967978916 1.1807399860117609 1.2541806926892634 1.223492678524053 0.8855616071159601 0.84099734159826756 4.1128154593607205 0.92227730026934285 1.848514203848026 1.9637958342209447 11.414943113144544 3.2012459704419589
leaf_count=1742 23 26 129 3 14 19 113 14 12 13 9 55 8 55 40 82 20 50 25 11 29 36 52 14 48 14 49 19 146 30
internal_value=0.00046667 -0.014859 -0.00678382 0.00124568 0.0139775 -0.000352036 -0.0726075 0.000659742 0.020718 0.0445025 0.014542 -0.0079352 -0.0398413 0.000443902 -0.020498 -0.00494354 0.00073777 0.000405833 -0.0249931 0.00077902 0.00782553 -0.000124664 -0.0482377 -0.0220404 0.00261289 -0.0281549 0.00418763 0.00969285 0.000876198 0.000690906
internal_weight=212.78 2.64724 2.44582 2.25973 1.66043 1.30099 0.361873 210.133 2.2371 1.92425 1.14925 0.80018 0.613228 207.896 2.87694 2.45423 205.019 202.614 2.9339 199.68 22.6973 176.983 2.95005 2.06449 21.5165 4.02497 3.10269 17.4916 13.3787 174.033
internal_count=2900 327 304 175 149 146 127 2573 111 97 85 76 63 2462 177 122 2285 2265 75 2190 316 1874 102 50 305 92 78 213 165 1772
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 0 0 1 1 2 2 2 1 2 2 0 1 1 0 1 1 0 0 0 0 0 0 2 0
split_gain=0.0532441 0.189704 0.173098 0.083072 0.103508 0.225514 0.116064 0.078177 0.160332 0.226442 0.112299 0.197419 0.170201 0.108168 0.372697 0.216147 0.845873 0.156046 0.163116 0.967493 0.10462 0.881008 0.593606 0.470849 0.44618 0.6937 0.386337 0.869367 0.346394 0.341472
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.49703601690000004 0.49901200560000009 48.315732392000008 0.63075955810000017 0.60665848330000005 0.47106374065000006 0.47383311875000006 52.781270016900002 38.318569170500005 48.008184682100008 0.46613873835000008 41.792045663550006 42.599563320500003 0.5810754169000002 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.42829556000000008 0.42922367590000005 0.55041765215000005 0.55335169605000012 0.55754318735000019 0.55538756325000016 0.55980359870000018 0.56276758185000009 41.840895355800008 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 6 -6 13 -9 -10 11 -11 -13 17 -15 -16 -17 18 20 -20 22 -22 29 -23 25 -24 28 -28 -25 -1
right_child=1 2 -4 4 5 -7 -8 8 9 10 -12 12 -14 14 15 16 -18 -19 19 -21 21 23 24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00042296897075120736 -0.11168538750390539 -0.030833639092683413 -0.10390100007190639 0.061038104328769417 0.024077128800387888 0.024940644945678284 -0.10685659865235844 -0.023466382956442561 0.10095437751359947 0.082534799510454587 0.061766972566109635 -0.10654947241659847 0.0055412831627458586 -0.10548727338016528 0.044535347454253499 0.030764279979010614 -0.11578023112788938 0.02611737054945508 -0.10785433976943262 0.017005776567975996 0.085620662569607112 -0.030122184638649692 -0.06949865497630367 0.0081989115415913756 -0.1084372499129725 0.049901734082678763 -0.060937666058324569 0.011420766467452924 0.067000983932959862 0.019399962257148112
leaf_weight=164.8180573318873 0.18415807891960811 0.59548500928940562 0.16897593928865706 0.34950423054397095 0.093752525754098093 0.93200917122885585 0.24363558139521047 0.61206048782332745 0.40698613692075003 0.18449713143854729 0.33670591958798468 0.21596741410758113 0.36340740439482033 0.42409063446211748 0.66737502484465983 1.081281038932502 0.61957734719908319 2.3801347662229082 0.91820153919979874 1.9146039946936069 1.3444876598077851 3.7262333588696519 1.1839621242106657 2.1001852822228129 0.80741552329345712 0.82609855887858419 1.9440489299595345 11.382095248191034 1.9155468158423898 9.1736816467891895
leaf_count=1693 23 26 129 3 14 19 113 22 4 18 9 50 8 101 16 15 45 20 50 25 24 85 36 32 52 14 18 145 12 79
internal_value=0.000414687 -0.0138983 -0.00634252 0.00110199 0.012849 -0.000418993 -0.0704731 0.000590228 0.0196976 0.0372218 0.013654 -0.00755367 -0.0362416 0.000394788 -0.0191541 -0.00369398 -0.022618 0.000661801 0.000361943 -0.0234653 0.000700752 0.00713718 -0.00011514 0.00212866 -0.0456486 -0.0204273 0.00905837 0.00086495 0.0362481 0.000622191
internal_weight=211.914 2.56752 2.38336 2.21439 1.6189 1.2694 0.337388 209.347 2.11962 1.50756 1.10058 0.763872 0.579375 207.227 2.79232 2.36823 1.70086 204.435 202.055 2.83281 199.222 22.4126 176.809 21.0681 2.81748 2.01006 17.3419 13.3261 4.01573 173.992
internal_count=2900 327 304 175 149 146 127 2573 111 89 85 76 58 2462 177 76 60 2285 2265 75 2190 316 1874 292 102 50 207 163 44 1772
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 2 2 2 2 0 2 0 1 1 2 1 1 0 0 2 2 1 2 1 0 0 0 2 0
split_gain=0.0542881 0.783716 0.72558 1.14204 0.70915 0.58849 0.309419 1.24184 0.790605 0.767423 0.609228 0.563637 0.847935 0.656228 0.531796 0.485974 1.63987 1.34531 1.00994 0.434617 0.404572 0.937057 0.403499 0.898809 0.30765 0.453655 0.90546 0.447459 0.296323 1.56334
threshold=0.3459626957000001 0.34581299960000006 0.48759019190000008 0.48368312325000012 0.34632196640000007 0.3465914194000001 42.988308018450006 41.919251152600005 41.395309858300003 43.147345722250009 0.47760546090000006 40.79983011445001 0.48041974790000003 0.34530403280000005 0.3447052483500001 43.968221017800005 0.34506451900000007 0.34479506600000004 0.48119816770000007 0.3972336157500001 40.380906245900007 39.852039223600009 0.34566330350000002 42.686561923500008 0.34744468730000005 0.48015029490000011 0.47778509625000004 0.4622167001000001 42.599563320500003 0.49967066855000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -6 7 8 11 -8 14 12 20 -13 -9 16 18 19 -11 -17 21 -1 23 -12 -7 26 27 -26 -27 -30
right_child=4 -3 -4 -5 5 24 9 10 -10 15 22 13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.0027949700369290739 -0.03393555673889425 0.036652760367095902 0.060124932557184776 -0.050472690724990998 0.051109631117266054 -0.0289006788121846 0.07746710721588472 -0.05736648338633861 0.030977574554902881 -0.025946815080043751 -0.13430808651968659 -0.047578111627344412 0.052104710237620783 0.0085786141776869607 0.0089917817730041979 0.0050389336864609859 -0.0937094681665952 0.066351454008984234 0.11782114191996391 -0.053339069651945306 0.030178613854283304 -0.06187823696791777 -0.02044070269426182 -0.024556453590449653 -0.061448402941732129 0.0025298363799337591 0.090429744421344285 0.024186911936720141 -0.079633260189474628 -0.0017693965011944602
leaf_weight=11.742167662083384 6.1803842624649397 6.1745179628487668 1.9230701131746162 4.5692114010453215 2.2790481112897387 3.6183364633470765 1.6665764971439809 1.7522433097838055 9.2419511048137775 1.0991702348910615 1.5773484033998104 4.9903198096435499 3.3871697001159182 3.5692228171974421 3.8860463107703254 5.5872889220481721 1.8119116959860546 3.6237334902398288 0.87965266406536091 1.6524600855336755 3.1142266548704347 2.768594406777992 1.6207292210310695 1.416073841974139 0.88531058576700106 85.440919410195988 1.663268659263849 1.963277566617762 2.8371980635711251 28.289589240428541
leaf_count=155 37 32 9 31 14 22 27 54 65 48 30 38 20 19 46 50 23 18 3 47 23 25 12 12 61 1255 9 24 43 648
internal_value=0.000370045 0.00246406 -0.000472795 -0.00213861 -0.000857418 0.000752604 0.00123896 -0.00272846 0.00544798 0.0131664 -0.0336828 -0.0025307 0.00628083 -0.0241615 -0.0116308 0.00585372 -0.0249745 0.016611 0.0379628 -0.00828574 -0.0025256 -0.00954441 -0.0606294 -0.0823888 -0.000167749 0.000690904 0.0318037 -0.00242762 -0.000513344 -0.00886667
internal_weight=211.211 78.0537 71.8792 69.9561 133.157 126.977 65.3869 49.0661 38.8137 16.3208 10.2524 29.5717 21.0122 8.55954 5.63829 14.6542 3.79073 10.8635 1.97882 7.23975 17.625 14.5108 4.61415 2.99342 124.698 121.08 4.51186 2.84859 116.568 31.1268
internal_count=2900 787 755 746 2113 2076 715 499 345 216 154 280 223 57 100 189 74 115 51 97 203 180 54 42 2062 2040 94 85 1946 691
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 1 1 0 2 1 2 2 1 1 0 2 1 0 2 2 2 1 1 2 2 1 1 1 1 0
split_gain=0.245367 0.366329 0.393675 0.306487 0.230676 1.13129 0.532748 0.454535 1.32666 0.852813 2.85954 0.810656 1.15309 1.11846 1.10118 0.564416 1.10887 0.611556 1.45015 1.2569 1.15173 0.979522 0.861146 1.08799 2.18046 0.933692 0.596697 1.57932 0.522631 0.430281
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 0.35585760905000008 0.35165114815000004 0.35759408400000009 0.48041974790000003 41.322103772800006 0.34587287805000005 42.131954243650007 42.027086531450003 0.34581299960000006 0.34581299960000006 0.48661716715000009 43.812290675100009 0.34479506600000004 0.47760546090000006 39.56957118270001 40.380906245900007 42.773538294100007 0.34458549145000011 0.34491482290000003 41.348489042950007 41.872669623500009 0.34548366815000003 0.34536391125000004 0.34512439750000007 0.34500464060000008 0.47727612945000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 9 -9 15 -11 13 -13 -10 -14 17 -17 20 -19 -20 26 -22 -21 -24 -25 -26 27 28 29 -2
right_child=4 2 3 -5 6 -7 -8 8 11 10 -12 12 14 -15 -16 16 -18 18 19 22 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0020772334913891576 0.00012227694357522934 -0.0022716620252771491 0.0010385417994556261 -0.0022106841058825749 -0.0010420376371054136 0.0012138610044456453 5.4746598325608826e-05 0.00079913738944470695 0.00015115865500753346 0.00093669288140359761 -0.0023228171049117416 -0.00031120382350434097 0.001261127262205788 -0.0012257304826810782 8.3811391231903849e-05 1.2352768881436643e-06 0.001190303774277872 0.00085343198664919841 -0.0016862583817401156 0.00053814063972095079 8.7167830308682297e-05 -0.002345730410936359 -0.0018276106152620955 0.00093188642253980907 -0.0025998313673296267 -0.00026886711996819526 0.0010691788796376911 -0.0015328302254696846 0.0012731048821812013 0.0011549437118911028
leaf_weight=0.15284803509712119 15.056808922527139 0.58335760233239831 0.37132331938482821 0.15957845583034214 1.725594282906967 3.7986523509025565 128.35891058156267 13.109741687774656 5.3782800510525721 1.8992963335622324 2.2733988090767525 7.9525890212971744 5.8631241843104345 3.9224156215786934 6.3761942908167839 8.192489436522008 4.7713863542303434 3.3556518703699139 3.0897493325173846 3.4703930495306832 1.3130720022745657 1.2343504781601948 2.1392147215083241 3.083564393222332 1.3920486457645895 1.2575098001398144 3.3006332591176024 1.8988180747255672 2.0690616132924324 1.7294693142175681
leaf_count=1 189 57 7 103 19 33 1827 67 24 15 29 42 19 21 30 110 22 17 22 19 46 43 18 15 26 16 22 24 11 6
internal_value=9.12176e-05 -0.000769337 -0.00115981 6.18895e-05 9.57989e-05 0.000162815 4.01976e-05 0.000124472 0.000280156 1.66743e-05 -0.000839178 4.94638e-05 0.000270092 -0.000429522 0.000647793 7.89401e-05 0.000438875 -2.61762e-05 -0.000307624 -0.000577577 0.00016202 -0.00109169 -0.000275573 -0.000634286 -0.000189018 -0.00149353 0.000294788 0.000171633 0.000343281 0.000228671
internal_weight=239.28 1.26711 1.11426 0.530902 238.012 107.928 130.085 104.129 42.6023 61.5269 4.1727 29.4926 20.1919 9.3007 12.2393 57.3542 12.9639 44.3903 17.7881 14.4325 26.6022 2.54742 11.3427 7.87234 5.73312 2.64956 24.0548 20.7542 18.8553 16.7863
internal_count=2900 168 167 110 2732 886 1846 853 203 650 44 136 91 45 49 606 132 474 133 116 341 89 94 75 57 42 252 230 206 195
is_linear=0
shrinkage=0.00196078


Tree=826
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 0 0 0 1 0 0 2 0 1 1 0 0 0 0 2 2 2 0 1 2 1 1 1 0 0
split_gain=0.0643704 0.466406 0.629397 1.25029 0.369724 0.965298 0.748349 0.415592 0.356464 0.447621 2.47176 1.49558 0.673316 0.733047 0.545535 1.05793 0.656062 0.342747 0.296394 0.56787 0.25998 1.34456 2.40581 1.99631 1.14959 1.42539 1.43491 0.557932 2.10118 0.908207
threshold=0.34545372890000009 0.34569324270000007 42.487106141350004 40.79983011445001 0.47760546090000006 0.47715637260000004 0.48015029490000011 0.4622167001000001 0.34530403280000005 0.48119816770000007 0.48015029490000011 41.495754733000005 0.47943175355000006 0.34518427590000006 0.34515433670000012 0.47760546090000006 0.47739588635000008 0.47961138885000004 0.45462710695000008 50.264779514000004 41.872669623500009 41.322103772800006 0.49128768600000011 0.36501901140000009 42.178283198950005 0.34608245260000009 0.42067602765000006 0.34620220950000008 0.48320409570000006 0.48851830785000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 7 -6 18 9 10 12 -11 13 14 15 16 -1 -10 19 -3 21 -8 -23 -24 25 -22 -27 -26 -29 -30
right_child=1 4 -4 -5 6 -7 20 -9 17 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 22 23 -25 27 26 -28 28 29 -31
leaf_value=0.00099544334164448174 0.016304109348251682 -0.10296607206109694 0.011134655479017106 -0.086119608015672755 0.036043822207407109 -0.097833067449615008 0.001018969441151504 0.024331244722080703 0.048561516778066249 0.063764792902541667 -0.12034321388510119 -0.018296991362658398 0.038437158563740165 -0.061533358190540649 0.051161051152486731 -0.0466345303560535 0.072153123070941377 0.0039760967158757763 -0.1258249857964033 0.10949547251660913 0.093372740116287517 -0.11629782937999221 0.10928430349987572 -0.033363307228575584 -0.04338367233965898 -0.036923417241285741 0.071028594007156151 0.12969541855279432 -0.086744160104499535 0.00080059210414269917
leaf_weight=26.326958168767309 1.959983317181466 0.27951034784518869 3.1419721776037477 3.0409227990312502 6.0271462928503743 1.3629497634246943 70.653879524840363 2.3573130172226229 3.1981838005603995 4.2385630235075933 1.7477519176900376 4.6654846597230062 4.318566817790269 2.0421163743594652 1.9748235819861282 4.7389475000090888 1.36276015639305 3.7410892620682716 0.3611484643388394 0.22876451909542084 3.0977786630392057 2.8333447985351068 1.2254734709858892 4.9191693005359411 2.8814571797847739 3.0029909440781921 2.0870424797103624 1.2524426588788617 1.2206458678119805 40.599362753073365
leaf_count=421 13 43 31 33 40 12 1025 36 33 21 13 26 21 30 11 42 5 25 17 1 8 17 7 88 15 35 30 6 18 777
internal_value=0.000425572 -0.000655051 -0.0239402 -0.0459771 0.000658115 -0.0272694 0.00157498 0.00253614 0.00325018 0.000378904 -0.00389126 0.0207666 0.00110158 -0.00332244 0.000132831 -0.00297466 0.0044975 0.0245247 -0.0565581 -0.00734131 2.19935e-05 -0.00361303 -0.0400654 -0.00491399 0.0053684 0.0398894 0.00733964 -0.00078236 0.00206758 -0.00175467
internal_weight=210.889 152.533 8.14288 5.00091 144.39 4.58969 139.801 3.22674 58.3552 51.416 42.5119 8.90405 40.7642 36.4456 34.4035 32.4287 27.6897 6.93927 0.869423 0.508275 133.774 79.6319 8.97799 6.14464 54.1417 8.18781 5.09003 45.9539 43.0725 41.82
internal_count=2900 2252 77 46 2175 109 2066 97 648 590 543 47 530 509 479 468 426 58 61 44 2026 1137 112 95 889 73 65 816 801 795
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 2 0 1 1 1 1 0 0 1 1 0 0 0 2 2 0 1 0 2 1 2 2 0 1 0
split_gain=0.333596 0.336441 0.284773 0.236795 0.408726 0.309577 0.165386 0.658339 0.744812 0.8423 0.632929 0.430591 0.572292 0.331622 0.774164 0.671706 1.70235 0.441829 1.0659 0.815248 1.86759 0.801059 0.715616 0.916867 1.39021 2.31776 1.5105 3.51525 0.900375 0.472606
threshold=0.50525433370000017 48.988717865950008 0.59210802070000013 0.57987784795000008 0.64899254515000016 45.027406014450008 0.47727612945000003 0.3447651268000001 0.34500464060000008 0.34512439750000007 0.3447052483500001 0.47512050540000011 0.47440196400000006 0.35585760905000008 0.34988473400000003 0.47976108500000009 0.48759019190000008 0.48041974790000003 41.322103772800006 42.102795028150005 0.48218616210000004 0.34581299960000006 0.47778509625000004 39.56957118270001 0.34491482290000003 41.678468725050003 41.872669623500009 0.47997065955000012 0.34569324270000007 0.48218616210000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 10 -9 -10 11 12 -1 14 17 -15 -17 22 29 20 -20 -21 -8 -24 -25 -26 -27 28 -28 -19
right_child=1 -3 -4 -5 -6 -7 13 8 9 -11 -12 -13 -14 15 -16 16 -18 18 19 21 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=4.3329863829677031e-05 -0.0019853126327723249 -0.0020739200129979412 -0.0025270478703049138 0.0013475627119340693 -0.0024218900933875537 0.0017600287282546778 0.00045593221311404294 -0.0013974782561538969 0.00099865172307234368 -0.00045396643693327161 0.0011588679433819093 -0.00086321650111091653 0.0011776033754659486 0.0014138959482672244 0.0009994323061616689 -0.001784749254730767 8.071467043708424e-05 0.0012075582564783128 0.00059123383398543435 -0.00012213785642349194 -0.0010829105201160022 0.00071761397763362193 0.00071269165034914964 0.00042983413622452854 -0.0022163760745126265 0.0010535913005875603 -0.0029789969214509653 0.0013194342193179173 -0.0010390990352063722 0.00044692189035380612
leaf_weight=19.02554710615733 0.11904086642880318 0.51894124620594073 0.17433767242073361 0.41083191591314971 0.26831821404539369 0.29540514573454857 8.9330865666270274 2.3063541049450569 1.9351546432590092 7.4162977003597916 2.2420499399304381 1.7651147152355395 1.8790898285806168 1.4086545482277859 4.7353722164407364 1.9098375146859314 123.57054981109104 5.6109088882803899 4.6132952347397822 7.7152976696379509 5.7611168883740902 10.064735174179075 3.4190661236643818 5.2614145813277018 3.1574066048488012 2.4404073767364007 1.6772586901206525 1.9806474000215528 2.0370684126392007 7.133073054254055
leaf_count=339 96 61 54 7 108 3 39 31 12 168 9 13 8 6 36 28 1539 21 18 40 31 41 18 28 33 9 31 11 20 42
internal_value=0.000100055 -0.000743997 -0.000199685 0.000171336 -0.000536421 0.000684259 0.000106392 -1.49174e-05 -0.000399499 -0.000153367 0.000165053 6.67639e-05 0.000145288 0.000128415 0.000232218 6.74374e-05 5.23219e-05 0.000180172 0.000311319 9.83513e-05 -0.000338452 0.00035322 -5.38226e-06 -0.000211706 -0.000402629 -0.000790481 -0.00023708 -0.000790158 -0.00191509 0.000781814
internal_weight=239.786 1.78688 1.26793 1.0936 0.682764 0.414446 237.999 36.5696 11.6578 9.35145 24.9118 22.6698 20.9046 201.429 74.5402 126.889 125.48 69.8048 40.8984 28.1544 10.3744 17.78 28.9064 19.9733 16.5542 11.2928 8.13538 5.69497 3.71433 12.744
internal_count=2900 329 268 214 207 99 2571 580 211 180 369 360 347 1991 418 1573 1567 382 193 130 49 81 189 150 132 104 71 62 51 63
is_linear=0
shrinkage=0.00196078


Tree=828
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 2 2 1 0 0 0 0 0 1 1 1 1 1 1 0 0 0 1 1 1 0 1 1
split_gain=0.0621072 0.851534 0.534526 0.800166 0.464594 0.404808 0.295419 0.247947 0.426212 0.366415 1.0164 0.784703 0.650548 2.10289 0.642878 0.315969 0.876453 0.332683 0.756709 0.74543 0.622941 0.409156 0.344352 0.280562 1.10963 0.616992 1.49337 0.654862 0.369547 0.284583
threshold=40.337496327150006 40.496232821400007 40.21994457600001 40.166811829450005 40.036761086100007 39.945535567850008 40.580626202750004 39.420767558750008 39.268993001500007 0.34524415440000006 0.50449088350000015 0.52104727400000017 0.54317236010000014 0.54511840960000013 0.56369569775000017 0.33263974130000007 0.31810424840000007 0.34692075085000007 0.35759408400000009 0.36000419150000007 0.36254902550000007 0.47778509625000004 0.47305469895000007 0.49850303880000008 0.36501901140000009 0.36597706655000006 0.36927038110000004 0.56915960600000015 0.49091344570000006 0.37482410710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -3 8 15 -9 -11 -12 -13 -14 -15 16 -1 21 -19 -20 -21 22 -17 -22 -25 -26 -27 29 -29 -28
right_child=1 6 -4 -5 -6 -7 -8 9 -10 10 11 12 13 14 -16 17 -18 18 19 20 23 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.015811586543139852 0.049078138675674655 -0.035421674782791318 -0.039613017903213817 0.071860514352619406 -0.042962961715463613 0.034366021158701292 0.0010329777736826282 0.013401545617860286 0.038465689956937839 -0.081593960200060572 0.049480952286666491 -0.058133538444073984 0.11993188490433558 -0.12606853549862471 -0.00037487679224753017 0.028432451489487316 -0.12901706656142639 -0.095679432606378942 0.08649030213159159 -0.094077944307808886 0.032652074216217304 0.058768250121017399 -0.027423003096184041 -0.096525643144037165 0.045274179311450537 -0.13897974925280693 0.037982760751288931 -0.11293841287147117 0.027944352255668943 -0.00021728093339541384
leaf_weight=1.0364681017235842 3.695384365728386 2.2604959872551253 3.5727474597151732 1.517974770238651 2.6049324225368755 3.2747463571140534 133.88558911606015 3.6312957489863029 2.9553292635828248 2.3204783418332209 1.9094904474914072 2.8515207385644317 1.0616463571786883 0.78517034277319886 0.84465316461864859 2.6139051366435515 0.70008789470011823 0.85768195081209242 0.95578892448065644 0.73567904219817037 2.299118712606286 2.0425350591540337 1.9104682169854639 1.232242345809939 2.7671997435390976 0.79909329861402767 2.1370455129072132 0.76945889544413038 0.24562371765352964 22.306620303548698
leaf_count=32 36 24 36 12 36 24 1760 20 24 22 11 23 3 16 25 39 37 25 15 12 17 16 13 11 13 9 16 133 137 303
internal_value=0.000491874 0.00171332 -0.00192276 8.20877e-05 -0.00157763 0.000132396 0.000427704 -0.00174328 0.00171988 -0.0137221 -0.0238003 -0.00580508 -0.0248504 0.0104119 -0.060928 -0.000781815 -0.0425757 0.000959801 -0.00290461 -0.000581215 -0.00308097 0.0216183 0.00484685 -0.0010247 -0.00358365 0.000362147 -0.00437094 -0.000145867 -0.0788484 0.00312245
internal_weight=210.58 139.841 70.739 67.1663 65.6483 63.0433 136.146 59.7686 46.3643 13.4043 9.77296 7.45248 5.54299 2.69147 1.62982 43.409 1.73656 41.6725 35.1056 34.2479 33.2921 6.56691 4.52437 32.5564 30.2573 29.025 26.2578 25.4587 1.01508 24.4437
internal_count=2900 1820 1080 1044 1032 996 1784 972 852 120 100 78 67 44 41 828 69 759 691 666 651 68 52 639 622 611 598 589 270 319
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 2 2 0 0 2 0 0 1 0 1 1 1 1 1 2 0 1 1 2 0 2 1 1 0 2
split_gain=0.320711 0.350343 0.320089 0.292317 0.436984 0.321958 0.237974 0.624508 1.79372 1.64778 1.64072 1.13583 1.01153 1.30111 0.927183 0.831256 0.728882 0.727864 0.795417 0.607282 0.601851 0.902976 0.59863 0.563177 0.518772 0.474831 0.462688 0.413997 1.63863 0.545922
threshold=0.50525433370000017 48.988717865950008 0.59210802070000013 0.57987784795000008 0.64899254515000016 45.027406014450008 42.178283198950005 0.47997065955000012 0.48015029490000011 43.968221017800005 0.47905751325000007 0.48101853240000009 0.3447651268000001 0.47670728420000003 0.34542378970000004 0.34566330350000002 0.3447052483500001 0.34620220950000008 0.34692075085000007 43.022303514600004 0.57944372925000021 0.47536001915000009 0.47976108500000009 44.215931556700006 0.47440196400000006 42.027086531450003 0.34632196640000007 0.35877668335000007 0.49128768600000011 41.840895355800008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 20 9 -9 10 12 -10 16 -14 -15 -13 19 -17 -19 -8 25 -22 -23 -11 -21 27 -27 28 -1 -29
right_child=1 -3 -4 -5 -6 -7 7 8 11 23 -12 15 13 14 -16 17 -18 18 -20 24 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00020281372368745652 -0.0019804073415059524 -0.0020745489661428448 -0.0025719874942045527 0.0014847243552626246 -0.0024411859092097169 0.00178782793069941 -0.00093817969891738027 0.0022309275235618477 -0.0014053147390684227 0.0011734261879817742 -0.0028400594464693487 0.00087335298199702936 -0.0023710148490650343 -0.001450747428640416 0.00021866535242697928 -0.00085281186835330233 0.0017644338499203393 0.0012316279194727025 6.5530580270705216e-05 -0.0003622349483909153 -0.0022152876288824047 0.0016022753012886737 -0.00097263022098282637 7.7950836267758408e-05 0.0020016209601988926 0.0001821464819061604 0.0012269091712657316 3.0519278369938059e-05 0.0016989500326949651 0.00093083822161404896
leaf_weight=59.114362281115973 0.12256723077371023 0.51762318040709931 0.18404342537360197 0.43260253727203235 0.2844350164559728 0.30187469907104969 1.7912236862321171 1.5416209064424027 1.894150998443364 2.1180686026054891 1.2760150153189886 5.3601722731254986 1.8265834253688806 2.1399992066435516 3.1794249315280467 3.1383760124444953 0.96591984480619419 2.360726684331893 47.509653619250457 0.74165176592941839 1.0166546140953863 0.64366508607054107 0.75349959423692781 12.178006843809269 0.68811038136482239 3.3201301122317082 3.2009268468245864 77.345912759286875 2.9551756363362065 2.6790814120322457
leaf_count=465 96 61 54 7 108 3 37 6 13 18 17 24 67 31 29 17 3 8 645 50 104 8 71 117 3 25 21 739 28 25
internal_value=0.000108229 -0.000706557 -0.00017235 0.000214549 -0.000560593 0.000699665 0.000114494 3.38871e-05 0.000142434 -0.000215462 -0.000732155 8.90076e-05 -0.000494818 -0.000943215 -0.000452938 0.0001375 0.000270485 6.3092e-05 0.00012073 -0.000177525 0.000161839 -0.000809394 0.000213613 0.000240254 0.000775432 0.000177614 0.000694979 0.000153871 0.000274046 6.06602e-05
internal_weight=241.582 1.84315 1.32552 1.14148 0.708877 0.424442 239.739 88.7097 61.8047 26.905 12.6089 60.2631 11.3329 7.14601 5.31942 58.3689 4.18691 53.0088 49.8704 3.22099 151.029 2.41382 1.39716 14.2961 1.42976 148.616 6.52106 142.095 62.0695 80.025
internal_count=2900 329 268 214 207 99 2571 1085 713 372 237 707 220 127 60 694 93 670 653 90 1486 183 79 135 53 1303 46 1257 493 764
is_linear=0
shrinkage=0.00196078


Tree=830
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 1 0 0 1 2 0 0 0 2 1 1 1 0 0 2 1 1 1 1 2 1 0 2 0
split_gain=0.0658182 0.949431 0.874856 1.7042 0.517661 0.511693 0.374424 0.322835 0.706837 0.36381 0.44694 0.443979 0.520952 1.15982 0.87246 0.315378 0.462708 0.646062 0.588621 0.536872 1.60135 0.769882 2.09469 0.607237 0.461309 0.302935 0.775272 0.613278 0.603032 0.668064
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 0.49588335680000006 0.36543816055000006 0.36597706655000006 0.51589772760000019 0.51929582950000019 0.38906020780000011 40.982542372850013 0.52266399210000014 0.52428071015000011 0.52646627350000019 39.134693790050008 0.39167988980000007 0.39458399450000009 0.39513787010000007 0.53136133645000017 0.53484925600000011 44.086690780350004 0.40621538280000008 0.41753240920000007 0.39772761295000009 0.39971857130000005 40.823855932350007 0.42067602765000006 0.54317236010000014 40.712530798250008 0.54191491270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 -1 -7 -4 -9 10 -10 -11 14 -14 -13 -15 18 -18 -17 20 23 24 -23 -19 -21 28 -27 -28 29 -24
right_child=2 -3 7 -5 -6 6 -8 8 9 11 -12 12 13 15 -16 16 17 19 -20 21 -22 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.001622038247022616 -0.042972140764588392 0.049936429530378162 0.029315708488798872 -0.096493504663725735 0.051035249327211388 -0.0072844642952030747 -0.073592669461228943 -0.063763233907604536 0.044412384534750868 -0.035166204399607923 -0.0075894413695970463 -0.018183048573840926 -0.11226259165421777 0.044965503744849596 0.067708711238804162 -0.11606332514187111 0.068733845789521908 -0.031601062759356598 -0.00043571951337564033 0.0036392280785896023 0.030092120117823314 -0.11593669540001283 0.035192935060528827 -0.11896545245711257 0.059770392832616315 0.059555141359346801 -0.064279832671839385 0.0063147710126189183 -0.096826518093835579 -0.013155623335009269
leaf_weight=109.20393208476025 0.91073627330115359 4.0113379955291739 3.8316501872614017 2.6984741511114407 1.6415921053267082 1.8629526309669011 1.5686390722985377 1.7225678359245638 4.0261650839820495 3.6279650421711258 2.8037100033834577 2.0144650144502512 0.93393666555493737 1.5210992330685247 2.8638891052032704 0.78578726737759907 1.3508420768193889 1.5204321697819971 1.0012453716481102 2.5630981498397878 2.4577969941929041 1.5702574623319367 3.4737876284634757 1.6688358573010189 3.4148373850621283 2.6514510223642018 1.2955704852065562 24.536622478058234 0.73532206102390674 16.120240890736113
leaf_count=1063 30 34 27 68 23 11 33 27 27 29 30 17 53 11 30 25 9 34 20 30 48 54 20 45 30 18 19 511 16 508
internal_value=0.000544198 0.0021298 -0.00142881 -0.0410875 0.017491 0.000427236 -0.0375951 0.000924405 -0.000360566 0.000956276 0.0230653 -0.00102778 0.000681017 -0.00159644 0.0322406 -4.61277e-05 -0.00109711 0.000318268 -0.0512791 -0.00117216 -0.0305682 0.00177316 -0.00225266 -0.0773159 0.0357036 0.00140442 0.00805977 0.00277422 -0.00792046 -0.004584
internal_weight=210.389 116.647 93.7424 5.2508 2.55233 112.636 3.43159 88.4916 84.6599 82.9374 6.82988 76.1075 72.4795 67.6012 4.87835 66.6672 65.1461 63.3591 1.78703 62.0083 5.64707 56.3612 50.3833 3.18927 5.97794 48.813 28.4836 25.8322 20.3294 19.594
internal_count=2900 1141 1759 121 53 1107 44 1638 1611 1584 57 1527 1498 1451 47 1398 1387 1342 45 1333 127 1206 1146 79 60 1092 548 530 544 528
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 1 1 0 2 0 0 1 2 1 1 2 2 0 2 0 0 0 2 2 1 1 1 1
split_gain=0.214178 1.14742 1.01257 1.84093 0.729681 0.637664 1.43115 0.562616 0.462358 1.12028 0.460466 0.586035 1.15296 0.817798 0.402035 0.811282 1.44827 0.913933 0.897025 0.794289 0.851139 0.730039 0.756831 1.33262 0.650012 0.60465 0.646759 0.495542 0.429514 0.462649
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.104429861650011 0.37668033890000002 0.49678153350000009 0.36543816055000006 0.37982395740000008 0.51484985480000012 41.792045663550006 0.48543456785000005 0.48320409570000006 0.36000419150000007 43.124157941850008 0.34608245260000009 0.34581299960000006 41.919251152600005 42.988308018450006 0.48759019190000008 43.45354240915001 0.48119816770000007 0.47997065955000012 0.47760546090000006 43.633733172900008 42.674081447500008 0.34744468730000005 0.3447052483500001 0.34575312120000007 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 7 3 5 -5 -2 -7 10 -4 -10 11 12 -1 -13 15 16 17 -12 21 20 -16 22 23 27 -22 26 -17 -19 29 -26
right_child=2 -3 8 4 -6 6 -8 -9 9 -11 14 13 -14 -15 19 25 -18 18 -20 -21 24 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00022220346063258229 0.0013603211496916732 0.0011036911072456685 -0.00078956264853079303 -0.0024982950483595102 -0.00046026923258928423 -0.0023546982501503936 0.0013047508344320329 -0.00064026797471826143 0.0016221109869485047 6.3462041203862354e-05 0.0008169545388838586 0.0009885593425321298 -0.0011003650079316773 5.4231408191157968e-06 -0.001019131338283643 -0.00089822839115424554 0.0010719625251392674 -0.0010299579661181312 0.00088255205394525873 0.00088743868955930044 0.0013189970664380336 -0.0014105443568612876 0.00068745277051745818 -0.002335066694066881 -9.7281445697918872e-05 -0.0012729270127277133 0.000253197672004627 0.00015883116147888407 -0.00062275984949609192 0.00061705411588741969
leaf_weight=44.989738893216781 1.3181178364902728 4.613121021538972 2.3383489446714512 2.0452329550171275 1.0084500587545333 0.79780905293591764 0.84718228073325008 3.7482661894755429 1.8070944175124157 93.759277891282181 2.987298739171826 8.3979054242372495 2.6854392166715106 5.3096814081072798 2.6386958180955906 3.429378988221286 4.5047415159642687 1.9618569628073581 1.9094876657763951 5.0573599478229871 1.7193075441755379 2.9690071269869796 2.2862206622958183 1.3900059312582014 8.512780433084119 3.3128030418301933 4.1394614824093878 4.3094275421462953 2.9778071865439406 5.9030047678388646
leaf_count=389 8 34 28 40 28 29 16 44 11 1599 18 58 17 29 49 19 18 54 24 27 19 19 14 30 119 29 28 46 29 28
internal_value=9.02074e-05 0.000143333 2.38763e-05 -0.00075687 -0.00182526 0.000344174 -0.000470056 0.000107931 7.18575e-05 9.2935e-05 0.000131033 0.000250437 0.000147706 0.000607738 8.8954e-06 -0.000135325 7.87014e-05 -0.000172481 -0.000371843 0.000187496 2.47551e-05 -0.000557284 -0.000302613 -0.000598061 0.000168872 -0.00057429 -0.000268504 -0.00021306 5.51858e-05 0.000195226
internal_weight=233.674 129.753 103.922 6.01679 3.05368 2.96311 1.64499 125.14 97.9047 95.5664 121.391 61.3828 47.6752 13.7076 60.0086 33.1997 22.318 17.8133 14.826 26.809 21.7516 12.9165 9.94751 7.66129 19.1129 10.8816 7.56884 6.27128 17.3936 14.4158
internal_count=2900 1141 1759 121 68 53 45 1107 1638 1610 1063 493 406 87 570 299 223 205 187 271 244 163 144 130 195 76 47 100 176 147
is_linear=0
shrinkage=0.00196078


Tree=832
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 1 0 1 2 0 2 2 0 2 1 0 2 1 0 0 0 1 2 0 2 1 2 2
split_gain=0.062541 1.07332 0.345116 0.408458 0.454685 0.426831 0.336085 0.101105 0.574254 0.441119 0.539075 0.235907 0.170886 0.282027 0.8169 1.40739 1.32564 0.372915 0.113883 0.098199 0.317709 0.64191 0.101372 0.17915 0.300806 0.28441 1.31923 0.217468 0.544281 1.89385
threshold=49.275256100300005 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.48363821445000005 0.57995269605000022 0.32272985840000007 0.43563066975000003 0.34193587020000005 40.08085804200001 0.4588185982500001 48.680511450650009 35.818873074050011 0.41155953415000007 48.461603274950008 0.31123319660000009 0.37331217625000007 41.24714903835001 0.34392682850000006 0.47305469895000007 0.4622167001000001 0.47512050540000011 0.3447651268000001 40.712530798250008 0.47694679800000012 42.686561923500008 0.34545372890000009 41.872669623500009 42.852084787850011
decision_type=2 2 2 2 2 2 2 2 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 -9 13 -1 15 16 17 -15 -16 -11 21 -21 -22 24 -24 26 -25 28 -27 -30
right_child=1 2 3 4 5 6 -8 9 -10 19 -12 -13 -14 14 18 -17 -18 -19 -20 20 22 -23 23 25 -26 27 -28 -29 29 -31
leaf_value=0.037124766451297878 -0.15365278962599496 0.058799940612185797 -0.10983712873687466 0.11460584271564422 -0.10378392666584846 0.082796440084712208 -0.01424316080310801 0.019571870858363177 0.07432883721244643 0.016222085469818289 -0.11435020362523601 -0.053081069731975197 0.015780919511865995 0.023960346440140487 -0.13508133378330164 -0.1703186578834906 0.12517342737977608 -0.11660665388932914 -0.069657163817116785 -0.11248643216548058 0.017437901312301319 0.0080128374673040879 -0.035386417704688783 -0.12640230257330676 0.0025758385397366113 0.020615202672985562 0.01450554722354036 0.00034068508229775018 -0.063737989246803392 0.028482571859301076
leaf_weight=0.87141485177562383 0.47308745680493203 0.93495117872953404 0.36491155433759592 0.32120132446289096 0.41987534170766627 0.45445562899112735 1.6626664619252549 1.0256110792397515 1.2410594671964634 4.0841812100261441 0.7195412735454737 0.79208688531070937 4.0576564259827137 0.35125384945422478 0.45879883784800746 0.35945186764001835 0.96234265307430178 0.40789502264306066 0.63334329903591424 0.74388309879441195 3.6584198563359669 1.0896662839513735 3.6218635700643045 0.9567719660699362 4.9263437259942293 17.340554159600291 2.1745520216063596 145.13315371314047 3.7850480577908439 5.4092446847353131
leaf_count=19 22 6 27 1 73 6 84 36 10 24 42 15 21 11 19 3 4 104 23 83 29 17 21 25 27 99 39 1939 42 29
internal_value=0.000562168 -0.0109295 0.005309 -0.0102075 0.00251239 -0.0116794 0.00658709 0.000822023 0.0109845 0.000336249 -0.0410885 -0.0120876 0.00128161 -0.0132649 -0.0271032 0.00965488 0.0472338 -0.0515671 -0.0971413 0.000881047 0.000549254 -0.0408745 0.000955404 0.000626521 -0.0135087 0.00131778 -0.0285487 0.00186256 0.0101865 -0.0094822
internal_weight=209.435 4.63115 4.15806 3.22311 2.8582 2.537 2.11712 204.804 9.34322 195.461 2.53724 1.8177 8.10216 4.0445 3.17309 2.08094 1.72149 0.759149 1.09214 192.924 188.84 1.83355 187.006 183.348 8.54821 174.799 3.13132 171.668 26.5348 9.19429
internal_count=2900 219 197 191 164 163 90 2681 214 2467 93 51 204 183 164 122 119 115 42 2374 2350 100 2250 2221 48 2173 64 2109 170 71
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 2 2 2 1 1 2 2 1 0 0 1 1 2 2 1 0 1 1 1 1 0 1 1 1 1
split_gain=0.0601393 0.249633 0.220482 0.177014 0.356119 0.514485 0.186762 0.381322 0.0813008 0.121006 0.115685 0.717327 0.659522 0.531344 1.07015 0.942987 1.66574 0.865897 0.482177 0.630621 0.589343 0.405902 0.623187 0.783276 0.296371 0.225216 0.867346 0.519132 1.22769 1.12921
threshold=0.39672464895000009 0.31123319660000009 0.31100865245000009 0.32272985840000007 0.34193587020000005 40.08085804200001 42.049402686800001 49.110028829250005 0.34392682850000006 0.34427112960000006 40.259171735100004 40.496232821400007 0.34458549145000011 0.47814436690000012 0.47512050540000011 0.34554354660000003 0.3465914194000001 40.08085804200001 39.749124837650008 0.39135055835000004 0.54475913895000005 0.35759408400000009 0.36000419150000007 0.36254902550000007 0.3621298763500001 0.49850303880000008 0.36501901140000009 0.36597706655000006 0.36927038110000004 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -2 -8 -6 -10 12 24 -11 14 -14 -15 -17 18 21 -20 -21 -18 -23 -24 -12 -25 -27 -28 -29 -30
right_child=3 -3 -4 4 8 -7 7 -9 9 10 11 -13 13 15 -16 16 17 -19 19 20 -22 22 23 25 -26 26 27 28 29 -31
leaf_value=-0.012391851113007314 0.034900201252281229 -0.051595026455085041 0.050872206666081721 -0.0098645929450802781 0.014702224077810459 -0.11309282908935868 -0.027918983887184074 0.043572057345479684 -0.02626517210686178 -0.076159479083117557 0.06140665558558342 0.00071810942370739543 0.047648977731824901 0.04055816636003496 -0.11592658398945195 -0.12565700096301594 -0.059910993854993426 -0.069714187121517168 0.052835326326367005 -0.045532843819404249 0.035804022157422448 0.080645819569262853 -0.094542772674227532 0.029803532664993321 0.015748132280358727 -0.084091906171914033 0.042036553654004188 -0.1330500154765368 0.085326331587946086 -0.0046997654060457021
leaf_weight=2.126699633874523 3.0705022884067139 1.1241874724364604 0.74346415325999249 1.7953666570247144 4.0572381298989049 0.66040479665389273 1.898161715056631 1.2292490499094126 1.6871769912540902 1.207327786274617 2.6540174986002958 124.36942743423788 0.6301305830174887 5.2463392429053775 1.0949104656465349 1.1003312021493901 1.215970508288591 1.7845589386233758 3.8390976600348941 1.813369741663337 1.7510278034333167 0.90780762396752734 0.91610021889209647 2.2381239422247736 3.0616508166713174 1.2691518962383259 2.7177280299365512 0.7149801142513742 1.4608124047517801 30.136832184246941
leaf_count=113 39 29 4 41 24 46 44 6 13 11 21 1544 47 32 15 10 13 30 22 17 29 8 7 14 36 11 13 9 9 643
internal_value=0.00050214 -0.0116501 0.00399556 0.000739468 0.000219405 -0.0376247 0.0173812 0.000181033 0.000693875 0.000397575 0.000634176 0.00231003 -0.00299652 -0.00149523 -0.056175 0.000156338 -0.00393039 -0.00129199 0.00120088 0.0247135 -0.00557571 -0.00298588 -0.0012709 -0.00315576 0.0369492 -0.000983347 -0.00288158 6.06767e-05 -0.0034698 -0.000537707
internal_weight=208.522 3.99435 2.87016 204.528 198.33 2.45577 6.19791 3.12741 195.874 191.817 190.13 130.085 60.0446 58.8373 1.72504 57.1122 51.8659 50.7656 48.981 7.4035 3.5644 41.5775 40.3615 39.4537 5.71567 38.5376 36.2995 35.0304 32.3126 31.5976
internal_count=2900 146 117 2754 2665 87 89 50 2578 2554 2541 1601 940 929 62 867 835 825 795 68 46 727 714 706 57 699 685 674 661 652
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 1 0 1 0 1 1 1 1 1 1 1 2 2 0 0 2 0 0 2 2 0 0 0 2
split_gain=0.228068 1.06591 1.6306 1.06978 1.01869 0.662049 0.556964 1.55498 0.51079 1.13392 0.372587 0.329174 0.507922 0.644436 0.438594 0.454571 1.0656 0.819684 0.341932 0.649159 0.327388 0.595691 1.67276 0.881388 0.743759 0.731712 0.494215 0.331353 0.528889 0.290492
threshold=0.37138109635000011 0.51243974730000008 0.5025747732000001 43.32600771660001 0.36927038110000004 0.36543816055000006 0.37668033890000002 0.49678153350000009 0.37982395740000008 0.51484985480000012 0.36597706655000006 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.39024280710000009 0.39167988980000007 0.39388042275000007 39.468990633150007 51.779769178100004 0.61532588845000014 0.48543456785000005 41.495754733000005 0.48759019190000008 0.49678153350000009 43.124157941850008 42.541806567400009 0.48368312325000012 0.48181192180000004 0.48140774230000011 42.178283198950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 5 20 -2 -8 -3 -10 -7 -11 -13 -14 -15 17 -17 -16 -18 -20 26 22 -22 -24 25 -23 27 28 29 -1
right_child=1 8 3 -5 -6 10 7 -9 9 11 -12 12 13 14 15 16 18 -19 19 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019442636679370705 0.0012541230411264772 -0.00083205173728275166 -0.0025306733955673152 -8.6260386103804843e-05 0.0010635036243516144 -0.00012017720931101314 -0.0023993308930549064 0.0013329601113771178 0.0016589044676213144 0.00067768767123435744 -0.0013498758120685868 -0.00097618773931495853 0.00079790750670743788 -0.00065694503964084142 -5.3189029682176227e-05 -0.002135378744513652 5.2624629961527377e-05 0.0013120757368861491 -0.0024144245065201107 0.00037299506981702894 0.0017527384780825135 0.00016300255303068796 -0.00072444533569410207 0.00060525097392376184 0.00062712184431779083 -0.00093168141800731806 -0.0006097344167256347 0.00043482142517835168 -0.00094913768755994113 -5.3103672118625915e-05
leaf_weight=43.575936958322927 1.2687324266880744 2.3638691464439026 2.1567567358724777 1.0110154957510529 4.4708181098103514 2.028801534324884 0.8253246057720387 0.89411852799821645 1.740749062038957 3.2395686758682123 1.7770673718769101 1.8466629944741715 4.3666253350675097 3.4693571580573908 3.9082707511261097 0.87821359146619116 78.917365479324872 2.9797778073698282 0.61831078289833274 0.66854057484306395 3.6722531504929092 6.0960066691040975 2.8284641066566092 5.9445890933275223 5.7651204662397495 3.8178564347326756 3.8332211601082227 10.585501339286564 1.9283115044236172 31.335766764881555
leaf_count=421 8 28 42 26 34 11 29 16 11 22 33 18 22 23 28 51 1326 16 76 17 17 27 25 40 31 24 23 47 12 396
internal_value=8.75381e-05 2.26e-05 -0.000770395 -0.00175052 0.00014408 0.000110711 0.00026864 -0.000458522 6.9093e-05 8.98483e-05 -0.000694358 6.27767e-05 4.23774e-05 6.20102e-05 2.68681e-05 5.38362e-05 1.27546e-05 0.000537426 3.62761e-05 -0.000966314 0.000136377 0.00032134 0.000641639 0.000176552 6.71008e-05 -0.000258563 7.93742e-05 0.000109589 6.47844e-05 9.08839e-05
internal_weight=238.813 111.153 6.15595 3.16777 127.66 123.189 2.98818 1.71944 104.997 102.633 3.80587 100.893 97.6531 95.8065 91.4398 87.9705 81.0824 6.88805 80.2042 1.28685 119.383 28.1243 12.4453 8.77305 15.679 9.91386 91.2587 87.4255 76.84 74.9117
internal_count=2900 1759 121 68 1141 1107 53 45 1638 1610 44 1599 1577 1559 1537 1514 1470 44 1419 93 1063 164 82 65 82 51 899 876 829 817
is_linear=0
shrinkage=0.00196078


Tree=835
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 2 1 1 2 2 1 0 0 1 1 1 0 1 0 2 0 0 2 2 2 2 1 2 2 1
split_gain=0.252127 0.437473 0.27868 0.275636 0.194686 0.651348 0.340546 0.496202 0.534284 0.248467 1.31226 0.477074 0.201978 2.52576 0.426677 0.5252 0.442917 0.660818 1.29443 0.43252 0.391144 0.795803 0.702466 1.38019 1.0328 0.673198 0.607164 0.550627 1.40744 1.04169
threshold=0.50525433370000017 48.988717865950008 0.59210802070000013 45.027406014450008 0.42314601355000009 41.24714903835001 0.32272985840000007 0.34193587020000005 35.131296350900008 48.461603274950008 0.31123319660000009 0.37331217625000007 0.51700547890000015 0.38042274180000007 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.39388042275000007 0.52772372085000019 40.982542372850013 0.48543456785000005 0.48368312325000012 39.468990633150007 40.12915366295001 40.496232821400007 39.646013290900008 0.34587287805000005 43.124157941850008 42.674081447500008 0.37138109635000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -6 8 -8 10 11 -7 20 -14 19 -16 -17 18 -18 -15 21 22 -9 25 -25 -24 -22 28 -28 -29
right_child=1 -3 -4 -5 6 9 7 12 -10 -11 -12 -13 13 14 15 16 17 -19 -20 -21 26 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.001703171703838509 -0.0019892352782231336 -0.0021014502890615177 -0.0024557103252205899 0.00078152097109140592 0.00070795321238368973 0.00044569247202871324 0.00066810370217517019 0.00071396373464911701 -0.0011960146949915047 -0.0002015168692902304 0.0021945345465117505 -0.0023412353463639576 -0.0020815256847335041 0.00098907803621358986 -0.00067193263295847337 0.00067426388261647918 -0.0022576822387773816 0.00011072805542734479 0.00018624816881817355 2.4244478985796749e-05 0.00090879562894604434 -0.00075951252484369428 -0.0001361312557555045 0.0010633754927757001 9.4461071788544689e-05 -0.0015253176891798725 0.00025950720615569903 0.0011729488660902558 -0.0011982991344783955 -0.00055989372925888006
leaf_weight=0.94804471128008927 0.16219549674133193 0.53416887868661422 0.15318838133180168 0.92679710878292099 3.9133464170154175 0.44664346799254395 0.81988311000168268 7.5688896782048678 2.1187253305397462 5.0127812130376697 0.99702373462787364 0.50109852162131574 2.0576596739701918 4.1199540123343459 3.4629685301333657 4.9813561172632026 1.3596366529818618 73.311536924728898 2.152047002222389 3.1537129376083612 6.0665775761008254 3.9104915710631749 2.5443320845952249 4.5775767248123875 55.64813865540782 2.8361476446734741 29.955164041486569 5.3149927416816345 2.7827209741808465 1.7805980146804357
leaf_count=82 189 61 54 25 33 11 13 77 56 30 17 102 38 23 23 38 46 1071 28 27 27 24 15 23 408 27 215 30 23 64
internal_value=0.000118319 -0.000617586 2.05124e-05 0.000368842 0.000123945 -0.000178477 0.000134597 0.000124423 -0.000675918 2.92803e-05 0.000624178 -0.00102784 0.000135232 6.71154e-05 0.000114891 7.60043e-05 0.000107666 7.09269e-05 -0.000759981 0.000570746 0.000187626 0.000102298 0.000148354 8.31e-05 0.000168105 -0.000868396 0.000330928 0.000242919 0.000135594 0.000738102
internal_weight=234.118 1.77635 1.24218 1.08899 232.342 7.90559 224.436 220.523 2.93861 6.95755 1.94477 0.947742 217.585 94.5989 92.5412 85.2675 81.8046 76.8232 3.51168 7.27367 122.986 77.0856 73.1751 65.6062 60.2257 5.38048 45.9001 39.8335 32.7379 7.09559
internal_count=2900 329 268 214 2571 242 2329 2296 69 160 130 113 2227 1294 1256 1206 1183 1145 74 50 933 574 550 473 431 42 359 332 238 94
is_linear=0
shrinkage=0.00196078


Tree=836
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 1 0 2 2 1 1 0 0 0 2 0 2 2 0 1 1 0 2 0 1 0 0 2 2
split_gain=0.0617889 0.963355 0.330976 0.742096 0.372144 0.407965 0.395004 0.291115 0.0920747 0.353242 0.415857 0.43795 0.320222 0.232511 0.391087 0.210811 0.116432 0.329521 0.247201 0.208338 0.597942 0.790695 0.832753 0.517252 0.437985 0.542683 0.238869 0.279388 0.191608 0.185445
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.48363821445000005 0.57995269605000022 47.833738492450003 46.177190236600005 0.37482410710000008 0.45877368940000007 0.57161462230000015 0.51818807820000012 0.54191491270000014 48.461603274950008 0.60665848330000005 43.45354240915001 40.79983011445001 0.57600071855000012 0.45772581660000006 0.45976168375000009 0.58388970390000006 40.922041107600009 0.58626987215000004 0.47536001915000009 0.58859016195000013 0.59665878265000016 40.742467179200005 37.272044000450002
decision_type=2 2 2 2 2 2 2 2 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 16 -11 12 -12 -10 -15 -16 19 18 28 -1 23 -22 -23 -21 -24 -26 -27 -28 29 -18
right_child=1 2 3 4 5 6 7 -9 13 10 11 -13 -14 14 15 -17 17 -19 -20 20 21 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0011333020679827599 -0.15012616503389398 -0.11687912799163397 0.10440553513515478 -0.10895075173096697 0.1131703877781397 -0.10347463546639457 0.079124699994521777 -0.012637311241439237 0.022289153674009535 -0.12405180749330687 -0.03088691468529154 -0.090127729446956739 0.059734874447075606 -0.051664442496818279 0.039500083783029077 -0.013348351549680122 0.03283214427340022 0.058579561638790023 -0.10377661630348803 0.0040869922128181435 0.10062378997224096 -0.15259683988040007 0.10895137277352213 -0.11841642801759211 -0.11987575578044439 0.10748947500973585 -0.10921481519600816 0.045220361956912092 0.10613767064113343 -0.10482973059082581
leaf_weight=184.87432317704179 0.4478391683078361 0.21305175125598896 0.69836066290736232 0.33641767461085725 0.29702785611152682 0.38842771365307305 0.43523013591766391 1.6812877320044206 6.2796629503136483 0.44552103016758282 0.86917054862715326 0.60818508727970755 0.70719182793982327 1.3856018786318598 1.4774592625326479 1.5431450029136611 0.24147260088579914 1.1873982354882171 0.26260189555614488 0.55055137262388487 0.67083644471858894 0.40624853293297736 0.33856622058829078 0.92170361278112978 0.37056199548123891 0.25143790560105117 0.18589023330787313 0.31674988380927971 0.16040070385497529 0.16453284482895469
leaf_count=1979 22 3 3 27 1 73 6 84 37 23 36 34 6 19 20 24 107 27 88 34 7 41 4 21 27 5 19 35 2 86
internal_value=0.000641329 -0.0109526 0.00443757 0.0111742 -0.00957182 0.00236006 -0.0107794 0.00623217 0.00089667 0.00039773 -0.0360006 -0.0180432 0.00976807 0.00993306 -0.00767668 0.0125012 0.000899188 0.0248016 -0.0235791 0.000644025 -0.0218989 0.00748899 -0.0259316 -0.0726061 0.00923613 -0.0207826 0.0279129 -0.011894 0.0136028 -0.022955
internal_weight=208.717 4.49764 4.0498 3.83675 3.13839 2.80197 2.50495 2.11652 204.219 193.533 2.63007 2.18455 1.57636 10.6859 4.40621 3.0206 190.903 2.01641 0.829008 188.887 4.01255 2.54029 1.86945 1.47225 1.46321 1.12464 0.754078 0.50264 0.566406 0.406005
internal_count=2900 219 197 194 191 164 163 90 2681 2581 99 76 42 100 63 44 2482 310 283 2172 193 138 131 55 90 86 59 54 195 193
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 2 1 0 2 2 0 1 0 1 2 1 2 2 0 2 2 0 1 1 1 1 0 0 0
split_gain=0.211577 0.737782 0.567761 1.04293 3.17136 1.86654 1.35583 1.31623 0.886905 0.643934 0.633174 0.529087 0.486931 0.428615 0.850365 0.448857 0.446697 0.634435 0.428268 0.276745 0.264249 0.506487 1.25459 0.892401 0.470001 1.85132 1.41943 0.662984 0.647068 0.608638
threshold=42.564639561200003 42.541806567400009 43.162556114600001 0.34632196640000007 0.49588335680000006 0.34581299960000006 42.674081447500008 0.34515433670000012 0.51818807820000012 42.801286935650005 43.245737185650007 0.54317236010000014 0.34488488370000009 0.57944372925000021 0.47536001915000009 42.406961525800007 0.47976108500000009 42.508878681700004 37.272044000450002 0.62406814170000013 44.157169339850007 44.758188263300006 0.47760546090000006 0.34608245260000009 0.34632196640000007 0.34560342505000002 0.35675578575000005 0.52290350590000012 0.53592706805000012 0.48015029490000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 -5 7 -6 12 -8 -9 -4 -10 -2 -1 15 -15 -16 18 19 -18 24 22 -22 -24 25 29 -26 -28 -29 -12
right_child=2 -3 10 4 6 -7 8 9 11 -11 20 -13 -14 14 16 -17 17 -19 -20 -21 21 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=0.00014627254469646027 -0.000494619543928597 0.0012640989950160318 0.001086439756330436 -0.0030935724940069002 0.00078030534628873533 0.0012789067856402896 6.1105156980219519e-05 -0.0025211338726453996 -0.0025550325317147929 -0.00051980694813213329 -2.6193829457128126e-05 -0.00079414735247446545 0.00085380508548916231 -0.0022383420505349698 0.0017245954866201352 -8.6501065126583858e-05 0.0017506245537547748 0.0022048710526861967 -0.0021666725379899943 -0.0020697058998738931 -0.0027090642154499892 6.2162337471484831e-05 0.0010809715013544998 -0.0010341836732852053 0.001806311094476373 -0.001463249532300212 -0.00075752913568050172 0.0011321463576433038 -7.0671984974715425e-05 0.001291961951914786
leaf_weight=158.18037660651316 1.9280768872704372 2.2406159975798792 2.5161265750211887 1.7696082541369822 3.2645800561731431 3.755694679915905 2.2105560689233243 1.3154680854640903 1.2399750952608886 1.1659747335361315 3.1482452706259227 1.3930485493328886 2.2095168232917786 1.15141651257727 0.62737013745936554 0.55105421692132939 0.24202739920110594 0.29120234693982638 0.5677895178032486 0.10432585296803154 0.91021512355655687 26.730325949731196 1.3838409483432772 1.7201775687863117 2.5285619385540477 2.6264580227434635 2.3237874954938871 3.0373221170157194 3.9632632590073626 2.353525310754776
leaf_count=1435 37 11 22 24 26 18 15 21 26 23 57 40 12 107 8 4 27 3 157 81 28 517 5 44 10 21 35 24 55 7
internal_value=0.000107477 0.000146664 2.00563e-05 -0.000259374 -0.000715387 0.000174796 -0.000196347 -0.000451685 -0.000854613 -0.00158075 0.000126348 -0.0016234 0.000225453 0.000131182 -0.000544058 -0.00154184 0.000382812 -0.000315574 -0.00111847 0.000599894 7.87248e-05 -3.53656e-05 -0.000684793 -9.12001e-05 0.000254273 -0.000108875 0.000503304 0.000149958 0.000451191 0.000537682
internal_weight=237.451 163.956 73.4943 20.2525 9.87777 10.3747 8.10816 6.61904 4.84358 2.48144 53.2418 2.63302 4.13759 161.716 3.53519 1.70247 1.83272 1.20535 0.914143 0.346353 50.7257 30.7446 4.01423 3.10402 19.9812 8.12823 11.8529 9.32437 7.00059 5.50177
internal_count=2900 1833 1067 242 131 111 107 93 81 44 825 66 49 1822 387 111 276 268 265 108 803 594 77 49 209 85 124 114 79 64
is_linear=0
shrinkage=0.00196078


Tree=838
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 0 0 1 1 0 2 0 2 0 0 2 2 0 2 0 2 1 0 2 2 2 2 1 0
split_gain=0.0657177 0.438164 0.22201 0.233967 0.249987 0.228405 0.205646 0.180637 0.251881 0.116659 0.216234 0.440301 0.170374 0.423938 0.142657 0.208276 0.136854 0.741735 0.488685 0.145393 0.398634 0.298834 0.120491 0.928392 0.169174 0.417142 0.320529 0.214312 0.868444 1.22148
threshold=0.48627286610000009 0.61532588845000014 0.50663153795000015 0.52041855035000018 0.59210802070000013 0.63075955810000017 0.68186581240000022 0.6777042603500002 0.52332265500000019 0.46208197360000008 0.56424957340000015 44.710446918150005 0.58736265385000019 39.211875820650008 0.59879943715000017 0.62406814170000013 49.275256100300005 49.49736495185001 0.55820185025000013 49.700765821350011 0.55538756325000016 50.264779514000004 0.45393850480000009 0.58258734765000009 48.852845034800005 48.461603274950008 47.833738492450003 44.157169339850007 0.41367024935000007 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=9 -2 5 -4 6 -3 7 8 -5 16 -11 12 13 -12 -14 -16 22 -18 19 -19 21 -21 24 -24 25 26 27 -1 29 -29
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 11 -13 14 -15 15 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014120165412592274 -0.10342792079350778 0.061726080858970737 -0.114951933745919 0.079293660751269479 -0.12256682062206835 -0.0094126470373145088 -0.10496925889723699 0.10538642318582277 -0.10283680119663199 0.043168842302749623 0.01448742899178692 0.041648755753163381 0.026073313855812016 -0.11635403091385339 -0.10788993970860156 0.022421401458785201 -0.14593775753744068 0.070091941973953339 -0.10339597813994282 -0.11416047074515641 0.10088330975698163 0.027582275156935145 -0.10730131535922405 0.014737315609812604 0.019738062398104383 -0.044762062667309394 0.038348976538032868 0.0031404837497390711 0.03517934851889775 -0.085151083379097603
leaf_weight=176.1513242805363 0.46393783625171581 0.81997653175494667 0.27117487998293632 0.15708966595411766 0.15454153425025652 1.0038853641176499 0.11232809660191378 0.25495880673042848 0.14697872120450484 1.8443997744470824 0.44774068715878523 1.5871030247071756 0.7232473703375033 0.55408777474076487 0.24930431655957364 0.24143015879053564 0.40824694895127267 0.54330656863749005 0.34400645486311976 0.29381295178609435 0.28819144004955888 0.30123972841829527 0.85837673424248295 2.276722575779786 4.7437123148702076 2.0041251407237715 2.2824675403535357 3.7280613545590295 2.5310795199475251 2.7030331069836393
leaf_count=1801 127 22 42 7 79 36 56 7 74 13 34 19 30 21 24 17 16 4 37 8 3 50 48 35 33 18 21 75 47 96
internal_value=0.000669505 -0.0131507 0.00118817 -0.0343589 -0.00789696 0.0225701 0.0184993 0.0433084 -0.00874345 0.000897582 0.0150711 0.00144373 -0.0273537 -0.0578779 -0.00216376 -0.0437797 0.000496284 -0.0244287 0.0035883 0.0293871 0.00434847 -0.0424046 0.000771563 -0.0186763 0.00108561 0.000618445 0.00110377 0.000644534 -0.0144403 -0.0339691
internal_weight=208.49 3.38487 2.92093 1.09707 0.825897 1.82386 0.671355 0.559027 0.304068 205.105 5.64731 3.80291 2.21581 1.00183 1.21398 0.490734 199.458 2.1788 1.77056 1.42655 0.883244 0.595053 197.279 3.1351 194.144 189.4 187.396 185.113 8.96217 6.43109
internal_count=2900 450 323 265 223 58 144 88 81 2450 158 145 126 55 71 41 2292 118 102 65 61 58 2174 83 2091 2058 2040 2019 218 171
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 0 0 1 1 0 2 0 2 2 2 0 2 2 0 1 1 2 2 2 2 2 2 2 0
split_gain=0.0563928 0.397344 0.191739 0.209376 0.22152 0.193485 0.183558 0.160742 0.2229 0.0965854 0.178715 0.368931 0.14811 0.388497 0.132466 0.215749 0.316515 0.118409 0.646709 0.34838 0.196023 0.632652 0.109188 0.621444 0.53734 0.212148 0.640285 0.427833 0.521367 0.263588
threshold=0.48627286610000009 0.61532588845000014 0.50663153795000015 0.52041855035000018 0.59210802070000013 0.63075955810000017 0.68186581240000022 0.6777042603500002 0.52332265500000019 0.46208197360000008 0.56424957340000015 44.710446918150005 0.58736265385000019 39.211875820650008 41.902916368500009 41.792045663550006 0.6329151821500002 49.275256100300005 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 43.162556114600001 43.082598263550004 43.245737185650007 43.022303514600004 42.898324343550009 42.852084787850011 42.718072821900002 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 5 -4 6 -3 7 8 -5 17 -11 12 13 -12 15 16 -14 22 -19 -20 -21 -22 23 25 -24 26 27 28 -1 -30
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 11 -13 14 -15 -16 -17 -18 18 19 20 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00080115096932520098 -0.10310666947896621 0.0576465486556373 -0.11352161289652639 0.075370532685384517 -0.12026966300238991 -0.0084764226560710542 -0.1045037513965692 0.1033189683503907 -0.10256867328791663 0.039599318285156157 0.01309198113754494 0.038374909143257481 -0.10443885972757874 -0.11482418742572749 -0.034117659618972389 0.10924195457761388 0.087766359129324567 -0.14081573234276293 0.049604276413217123 -0.10736300970458844 0.11070192974558696 -0.10300173634629176 0.054036349743028872 -0.055198310643165632 0.0025954760134220662 0.031815628018265513 -0.05198118900502291 0.042913478296769919 -0.072968971678588804 -0.013726492995931172
leaf_weight=146.55000770091283 0.42102970274481721 0.79173515172442455 0.24830263931698915 0.1491630072996486 0.14236864215683909 1.0033202176682605 0.10206836321003721 0.23508033587495447 0.13332181272198795 1.8113970365375269 0.44601400641613587 1.552160507708322 0.18794288984827268 0.50769777977257036 0.61866442393511534 0.22369135916233063 0.15745547524693393 0.38213685598748215 0.82632265612483002 0.29533675799029879 0.25224119424819946 0.30729075609269785 2.1506645916961125 2.0478971381744477 36.385491733737581 2.1002991965287938 2.3499492500632178 2.3546740973833939 1.399266544653073 1.6211635146755723
leaf_count=1515 127 22 42 7 79 36 56 7 74 13 34 19 41 21 18 1 11 16 6 27 1 68 19 38 485 20 38 18 26 15
internal_value=0.000597265 -0.0125203 0.0010749 -0.0337727 -0.00778612 0.0206881 0.0180584 0.0422287 -0.00860983 0.000804193 0.0138705 0.00125272 -0.0256539 -0.0550028 -0.0020881 0.0327316 -0.016819 0.000442776 -0.0233884 0.00330301 -0.0414521 -0.00666252 0.000692429 -0.000468815 0.00546634 0.000247924 -0.000181839 0.000619384 -4.6448e-05 -0.0411716
internal_weight=207.754 3.22639 2.80536 1.0103 0.762002 1.79506 0.619634 0.517565 0.282485 204.528 5.50502 3.69363 2.14147 0.953712 1.18775 0.56909 0.345398 199.023 2.06333 1.68119 0.854869 0.559532 196.959 158.423 38.5362 156.375 154.275 151.925 149.57 3.02043
internal_count=2900 450 323 265 223 58 144 88 81 2450 158 145 126 55 71 53 52 2292 118 102 96 69 2174 1670 504 1632 1612 1574 1556 41
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 1 0 2 2 2 2 1 2 2 2 2 1 1 0 1 0 0 0 2 0 1 0 0 0 0
split_gain=0.0620674 0.208954 0.166929 0.134612 0.155077 0.0833405 0.0880648 0.071698 0.0609025 0.609617 0.492371 0.467746 0.413802 0.548253 0.335668 0.266574 0.579126 0.705242 0.555236 0.527167 0.512743 1.17563 1.00914 0.511532 0.381788 0.374974 1.23969 1.12332 0.372123 0.404647
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.680680957850008 0.37138109635000011 0.4019490434500001 0.56793209785000009 32.785955158400007 40.305698932850007 40.21994457600001 40.496232821400007 0.39584144190000009 40.12915366295001 40.036761086100007 39.945535567850008 39.468990633150007 0.33672644530000007 0.34692075085000007 0.47778509625000004 0.44705248345000009 0.54095685760000012 0.54422023290000021 0.55154037305000014 39.268993001500007 0.56167480015000015 0.34524415440000006 0.50449088350000015 0.51818807820000012 0.52772372085000019 0.52937037810000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 9 12 11 -10 13 14 15 16 -4 18 -18 20 28 -22 -23 24 -21 -17 -27 -28 -19 -30
right_child=2 5 8 4 -6 6 7 -9 10 -11 -12 -13 -14 -15 -16 25 17 19 -20 23 21 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.051502437665971006 0.070274792563409336 0.10276475480589882 -0.059862811523264142 0.043436847978209854 -0.021840058348159039 -0.10437162906581482 -0.10067842526880955 0.089933428134070459 0.059979644435808402 -0.050521833173027497 0.00045479899190660619 -0.0046946365734577538 0.040945934692253154 -0.058984353393453384 0.031431006514344599 0.012080048098025363 0.010868187033634236 -0.0067971853970140873 0.069114384767214473 0.075957959558243887 -0.12228810177505636 0.026540040184300048 -0.073307878972273074 0.10512899114353541 -0.0024018662879169653 -0.096447139672080476 0.067927137874820576 -0.029818446301329429 0.055517633717870878 -0.00052356059650690036
leaf_weight=0.76587273823815738 0.57233808199521208 0.14027278497815132 1.4838529477710825 0.78237690863898002 0.68047420596940356 0.05578462023549946 0.025211155560896259 0.090827236082986929 2.7435936246765769 2.5046198991894917 134.13754816968958 1.8876769668531777 2.351294594837781 1.6320772809267499 3.1687953975051633 3.4801990911364546 4.3556442019616943 20.220771076466924 2.6216736361384392 0.79683495452627484 1.1893190322443832 2.7574393539689481 1.5992941559889002 0.75819945329203609 2.8302546073814483 1.9618381106411087 1.5681801959872244 4.6981564460402296 2.219972717575728 3.0704886373132467
leaf_count=66 24 2 37 18 30 20 86 6 26 24 1784 22 24 24 24 18 34 186 20 6 12 22 69 7 160 20 9 61 16 43
internal_value=0.000535806 -0.0233971 0.000660999 0.0291586 0.013072 0.0455724 -0.00111828 0.04852 0.000376748 -0.00214241 0.00156161 0.0336188 -0.00021182 -0.00181369 -0.000226326 -0.00203017 0.00154521 0.00369327 0.0327537 -0.00202766 -0.00661043 -0.0341681 -0.0101127 0.0304283 0.014813 -0.015437 -0.0270757 -0.00535715 -0.000619503 0.0229923
internal_weight=207.151 1.07797 206.073 2.03519 1.46285 0.312096 0.171823 0.116038 204.038 65.2689 138.769 4.63127 62.7643 60.413 58.7809 55.6121 43.9037 42.4199 6.97732 35.4426 31.0573 5.54605 4.35673 4.38529 3.62709 11.7084 8.22817 6.26634 25.5112 5.29046
internal_count=2900 180 2720 72 48 114 112 92 2648 816 1832 48 792 768 744 720 612 575 54 521 348 103 91 173 166 108 90 70 245 59
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 1 0 2 0 1 1 1 1 1 1 0 1 2 2 1 0 2 1 0 2 2 0 1 1
split_gain=0.0538433 0.180245 0.146922 0.30483 0.245635 0.126389 0.181003 0.246882 0.0989519 0.0790901 0.184007 0.14684 0.112618 0.33704 0.130522 0.129727 0.807669 0.106015 0.321426 0.936829 0.305723 0.346448 0.644656 0.30765 0.333152 1.24113 1.68521 1.16249 0.53161 0.448075
threshold=0.62143349005000015 0.47777012665000013 46.177190236600005 0.5024400467000002 0.66294422320000013 45.027406014450008 0.48250052395000009 0.62406814170000013 50.448116877400004 0.60665848330000005 0.47106374065000006 0.47383311875000006 0.46613873835000008 0.47536001915000009 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.44705248345000009 39.468990633150007 42.406961525800007 0.43887907550000005 0.56915960600000015 40.982542372850013 0.43590012275000006 0.54910032635000017 41.169697216150006 40.878805547300004 0.56704889075000009 0.42019700010000005 0.39745815990000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 -4 5 6 -3 -8 -5 12 -11 -12 14 -14 15 17 -17 20 -19 -20 23 -22 -23 24 -1 26 27 28 -26 -27
right_child=1 2 3 8 -6 -7 7 -9 -10 10 11 -13 13 -15 -16 16 -18 18 19 -21 21 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.000983990123883614 -0.11098910408120384 0.10508067146409786 -0.11293642382959473 -0.021235268045828832 -0.11824942207834209 0.077034065403871477 0.054938083958964434 -0.1045981774738764 0.045854299720796222 -0.022640038589920849 0.099834268470956111 0.021007228979790314 -0.10930119862544632 -0.0053549985377251757 0.024618127886583227 -0.10657691176105594 0.014942489856870418 0.041300080055518926 -0.045867336864062795 0.046944461986843405 0.0023670465850736057 -0.0037691385107590128 -0.11673335386522062 0.02457036390127771 0.0063519233019731615 -0.0057008257258731911 0.10822955748509913 0.084559129968083666 -0.12084788435430203 -0.11555480352916575
leaf_weight=173.25424568700464 0.17745218552045061 0.13290460407733939 0.32448232849128533 0.79085076112096409 0.11306055213651689 0.44026941433548927 0.18205437684082426 0.20762140083752456 0.30448587084538303 0.58338477060897176 0.35417466703802325 0.71015094749600394 0.36579911197350101 2.1183920338858115 2.267499402165412 0.78322574054618543 1.8129982572572769 2.5332339149899772 2.3794562499970198 2.0031094065270736 2.0374535412993273 1.0928855547172136 0.93942176282871503 5.3479995888883414 0.4639437531477596 0.49774776530102816 1.1873087882995603 0.55330303923983581 1.12598361700293 1.4614993873692581
leaf_count=1830 25 1 11 63 105 4 8 96 25 20 4 76 55 122 20 50 25 20 21 32 19 21 21 56 22 23 4 15 53 53
internal_value=0.000492336 -0.0136078 -0.00668374 -0.0278048 0.0211886 0.0375618 0.00430671 -0.0300637 -0.00258545 0.000677216 0.0224974 0.0472384 0.000499428 -0.0206612 0.000762603 0.000488681 -0.0217173 0.000784517 0.012944 -0.00344648 0.000337124 -0.0267727 -0.0559862 0.000937098 0.000229201 -0.0244921 0.0126595 -0.0402845 -0.0837307 -0.0876463
internal_weight=206.546 2.67318 2.49573 1.41982 1.07591 0.96285 0.52258 0.389676 1.09534 203.873 1.64771 1.06433 202.226 2.48419 199.741 197.474 2.59622 194.878 6.9158 4.38257 187.962 4.06976 2.03231 183.892 178.544 5.28979 3.33054 2.14323 1.58993 1.95925
internal_count=2900 338 313 99 214 109 105 104 88 2562 100 80 2462 177 2285 2265 75 2190 73 53 2117 61 42 2056 2000 170 94 90 75 76
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 0 1 1 1 1 1 0 2 1 0 1 1 2 2 1 0 2 0 2 2 0 1 0 2
split_gain=0.238223 1.14875 1.64115 0.990069 0.720034 0.653939 1.49841 0.526164 1.06928 0.691122 0.52037 0.525295 0.654419 1.30896 0.735296 1.54195 0.73275 1.15962 1.03288 0.65065 0.511067 0.618402 0.72648 1.5673 0.736149 0.663677 0.594232 0.580044 0.516344 0.389284
threshold=0.37138109635000011 0.51243974730000008 0.5025747732000001 0.36927038110000004 43.104429861650011 0.37668033890000002 0.49678153350000009 0.37982395740000008 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.39024280710000009 0.52324780695000006 39.468990633150007 0.39458399450000009 0.52772372085000019 0.39584144190000009 0.3982365797500001 36.514114975300011 38.238138001450004 0.36543816055000006 0.48543456785000005 41.495754733000005 0.48759019190000008 43.124157941850008 42.541806567400009 0.48368312325000012 0.36597706655000006 0.49811382890000006 37.962710038050005
decision_type=2 2 2 2 2 2 2 2 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 5 20 -4 -2 -7 -3 -9 -10 -11 -12 13 -13 15 -14 -16 18 -18 29 21 26 23 -23 25 -24 -1 -22 -25 -19
right_child=1 7 4 -5 -6 6 -8 8 9 10 11 12 14 -15 16 -17 17 19 -20 -21 27 22 24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00010259453670104976 0.0012960859109298754 -0.00083999400689725875 -0.0024596765876667612 0.0010614343290966904 -0.00046413245964643243 -0.0024022707305536976 0.0011818452449517426 0.0010885059865289373 -0.0010475324111251559 0.00075378402416685392 -0.00069352630818742998 -0.00014104747598588912 -0.0022474296598171402 0.001775725777037353 0.0010501004249036613 9.0979804579128132e-05 0.00089796404744931586 -0.0004138597643738325 -0.001746405407250184 0.00015978732243334865 0.000109368612332544 0.001787485982139824 0.00019320576210779842 -0.0002876405539631608 0.00067568511332645486 -0.0008424269118869265 -0.00067889890282030814 -0.001420588651168158 0.00066643209951343873 -0.0022583074385707446
leaf_weight=87.381324875113933 1.2852811980992549 2.3101431818213305 2.0703009895514701 4.5054957345128051 1.0465965314069761 0.86109888527425915 0.93586426181718707 4.0836774199269703 2.1055149142630389 4.3079534620046607 3.4558192901313296 2.983563848421908 1.6379220401868213 2.5323818316755933 2.9300269971135995 3.2066096001071855 0.74535224121063892 3.9069225170151176 2.3851491161622107 59.124166120880545 2.1224590949714179 3.8680977933108833 6.1947779208421689 3.5377219812944514 5.7368517434224477 3.8623757846653461 3.90811414993368 1.7286596471676601 5.6864003743976355 0.49576551362497401
leaf_count=876 8 28 40 34 28 29 16 26 20 22 23 21 54 24 21 40 10 310 73 941 11 17 27 28 31 24 23 33 37 25
internal_value=0.000102315 3.17636e-05 -0.000786357 0.000158528 -0.00178961 0.000228174 -0.000535651 8.44774e-05 0.000107221 6.26055e-05 8.92544e-05 5.49302e-05 8.72829e-05 0.000738947 3.89899e-05 -0.00069963 9.0411e-05 4.82264e-05 -0.0011168 0.000105637 0.000125728 0.00014826 0.000398307 0.000739842 0.000115196 -0.000204521 6.91387e-05 -0.000577386 0.000300517 -0.000621554
internal_weight=230.942 102.41 6.19914 128.532 3.1169 3.08224 1.79696 96.211 93.9008 89.8171 87.7116 83.4037 79.9479 5.51595 74.4319 4.84453 69.5874 66.6574 3.1305 63.5269 124.027 120.176 28.8862 13.0922 15.794 10.0572 91.2894 3.85112 9.22412 4.40269
internal_count=2900 1759 121 1141 68 53 45 1638 1610 1584 1564 1542 1519 45 1474 94 1380 1359 83 1276 1107 1063 164 82 82 51 899 44 65 335
is_linear=0
shrinkage=0.00196078


Tree=843
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 0 1 0 1 1 2 0 0 2 2 2 0 1 1 1 1 1 1 2 2 2 0 1 0 2
split_gain=0.054216 0.231026 0.214688 0.341051 0.156181 0.281941 0.475762 0.78717 0.262025 0.281438 0.321569 0.178252 0.365814 0.0711811 0.77224 0.420359 0.7776 0.372209 0.585935 0.877036 0.689312 0.840479 0.695544 0.436562 0.589149 0.624993 0.484094 1.15047 0.378626 0.217673
threshold=0.39672464895000009 0.31123319660000009 48.680511450650009 0.37331217625000007 0.3972336157500001 0.42314601355000009 0.31148768000000004 0.41155953415000007 0.32272985840000007 0.34193587020000005 35.461062230100005 0.45462710695000008 0.4622167001000001 43.19689381845 43.245737185650007 43.061965423550006 0.50356276755000018 0.34506451900000007 0.34632196640000007 0.34560342505000002 0.35585760905000008 0.36000419150000007 0.36195024100000012 43.933728833200007 44.086690780350004 44.215931556700006 0.53136133645000017 0.37852160115000005 0.53592706805000012 42.988308018450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 -8 -7 10 -10 -12 -13 15 -15 29 -17 -16 19 -19 -20 -22 -23 28 -25 -26 27 -27 -24 -11
right_child=4 -3 -4 -5 5 8 7 -9 9 13 11 12 -14 14 17 16 -18 18 20 -21 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.022028203381575868 0.03237701301892211 -0.049560955935143397 0.019405433098910373 -0.12016007913061816 -0.12060149143623544 0.02849246685819434 0.09452043012559562 -0.11229943056022802 0.027288964052391392 0.00012653194810024592 -0.012239656632813416 -0.024056278105033975 -0.13787672838634685 0.080636072517786095 0.033572644168560699 -0.077580883294434966 0.017266562837963333 0.011527389683986922 0.05315312133960353 -0.062673045466898877 -0.09002985425511062 0.086071650454505502 0.048419430197511236 -0.091836857567884525 0.06176165427403401 0.0025512705204692419 -0.0008161209149510954 -0.13004083729116123 -0.0039570452099450433 0.030747446513734119
leaf_weight=0.3573220376856624 1.5496406164020289 1.1186030085518721 2.1707477513700724 0.31955030768949655 0.51463956144289003 3.3607356066349885 0.42190180392935872 0.32639872076379106 0.62819904647767488 150.65371684125819 0.60112980299163599 0.5782350944355128 0.55186224813223816 1.2921592383645464 3.3714587166905394 1.903715894033666 1.5832551292041896 2.9586504674516609 2.7011567987501648 3.4510032059624791 0.99719692091457801 0.98248219070956366 2.9786409330554333 0.80412418011110176 1.3190859259339038 1.7325139971217134 10.915525670199711 1.0516037597080865 2.5719142044945329 2.3578343493009006
leaf_count=11 12 29 15 91 32 33 8 44 14 1800 13 13 29 10 17 32 25 19 15 31 9 8 39 16 12 38 318 106 43 18
internal_value=0.00052507 -0.0110535 0.00407297 -0.0450986 0.000752234 0.000507943 -0.0465916 0.00430836 0.000806338 0.000331579 -0.0339972 -0.0562357 -0.0796384 0.000749892 0.00468637 -0.000183993 -0.0345155 0.00194776 -0.00133657 -0.0284227 0.00532693 -0.000204929 0.00380176 2.00201e-05 -0.00844469 -0.00397975 -0.0103097 -0.0475308 0.0241502 0.000598386
internal_weight=206.125 3.96622 2.84762 0.676872 202.159 200.609 1.26294 0.748301 199.346 195.985 2.35943 1.73123 1.1301 193.626 37.1275 156.499 3.48697 35.8354 32.4639 6.40965 26.0542 23.3531 22.3559 21.3734 15.8229 15.0187 13.6996 2.78412 5.55056 153.012
internal_count=2900 146 117 102 2754 2742 84 52 2658 2625 69 55 42 2556 681 1875 57 671 654 50 604 589 580 572 490 474 462 144 82 1818
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 0 2 2 0 2 1 2 0 2 1 1 1 2 2 0 1 2 0 1 1 2 0 0 2 2
split_gain=0.0555725 0.546284 0.690276 0.661028 0.466176 0.28261 0.86081 1.00702 1.08659 0.772826 1.31471 0.681934 1.96423 1.5071 1.3697 1.12422 0.674356 1.53092 0.644594 1.91681 0.561087 0.494772 0.48318 0.677861 0.62181 0.5371 0.448405 0.35645 0.316646 0.875142
threshold=0.35877668335000007 0.35165114815000004 42.297164883650005 39.852039223600009 0.36106703390000006 0.47997065955000012 42.487106141350004 41.495754733000005 0.48218616210000004 42.898324343550009 0.34566330350000002 41.872669623500009 0.47796473160000008 41.395309858300003 0.34587287805000005 0.34569324270000007 0.34548366815000003 41.061442884200012 42.428475018400007 0.47470135625000004 0.34515433670000012 39.039757512550004 0.47943175355000006 0.34458549145000011 0.34500464060000008 40.380906245900007 0.47727612945000003 0.47612346935000005 42.773538294100007 43.57842012870001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 11 7 16 -9 -8 -11 13 14 21 18 -14 17 -7 19 -13 -15 27 23 25 -25 -23 28 -1 -20 -30
right_child=4 2 -4 -5 -6 6 9 8 -10 10 -12 12 15 20 -16 -17 -18 -19 26 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0021407153487310085 -0.048096801107604704 -0.0020780290896222782 -0.0086220571447353355 0.085892668431348018 -0.00018367249890584959 -0.0081344852931316148 0.053515998065850549 0.0089900969563804223 -0.053422182113066513 0.045137310129960473 -0.028458151055942172 0.044190146935592561 -0.15726253530810677 0.014888176635145304 -0.10821368914513199 -0.036038186556684094 -0.012678218080932085 0.075274587887299932 0.028955196907635924 -0.14889372479276397 0.072243936046582496 -0.031628341994433568 0.020212053957934739 -0.083919669093101695 -0.023585332443431389 0.038188399985523099 0.045600178604500011 0.056816554799145373 -0.0767212634811128 0.0042152920144093121
leaf_weight=5.0968492736055913 2.0711165607208377 1.2704122242967053 2.7228385838679969 2.6069973367266357 103.99759497778803 4.8153834268450755 5.8778073228895655 4.8232410959899408 6.6155464835464954 4.7560376076726225 4.9574715197086334 1.0337286326685089 1.4222584427916438 3.124317073612473 1.229110301217587 1.6554925916716454 6.3655096702277651 4.0523398704826832 2.9934271030797417 1.0229146149940787 3.7560776388272643 2.1357942993054149 2.6980987861752501 2.6527339114109054 4.7971756348269992 2.2762160690035671 2.6040666578337541 1.5564878806471822 1.5716330946743244 8.9085053957533074
leaf_count=119 22 34 22 22 1904 33 25 25 35 22 28 30 32 34 18 18 42 16 39 15 18 16 13 19 45 24 12 10 76 132
internal_value=0.000472811 0.00217169 0.0299694 0.0570695 -0.00111923 0.000194585 0.00622903 -0.00468248 -0.0271056 0.0248953 0.00757649 -0.00485214 -0.0178496 0.00553014 -0.00605452 -0.0920571 0.0121553 0.0299815 0.000869652 -0.0518442 0.0461993 -0.00766059 -0.0179843 -0.0266724 -0.0450689 0.00439106 0.00761278 0.0149316 0.000270867 -0.0079222
internal_weight=205.467 99.3985 6.60025 3.87741 106.069 92.7982 42.2633 26.672 11.4388 15.5913 9.71351 50.5349 22.4411 28.0938 19.3634 3.07775 15.2332 8.86772 18.1343 2.05664 6.88039 21.2134 14.56 11.8619 7.44991 4.41201 16.0776 6.65334 13.4736 10.4801
internal_count=2900 974 78 56 1926 896 226 151 60 75 50 670 372 298 322 50 91 49 304 45 52 246 117 104 64 40 259 129 247 208
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 1 0 1 1 1 1 1 0 0 2 0 2 2 0 1 0 1 0 0 0 1 1 2 1
split_gain=0.179207 1.24337 1.76204 1.16278 0.737583 0.576778 0.576617 1.43275 0.535829 1.21469 0.712507 0.441931 0.439489 0.4128 0.741149 0.511962 1.60387 0.768283 1.15608 0.75788 0.36722 0.675386 0.368405 1.80941 0.367746 0.955026 0.539939 0.545211 1.65498 1.52187
threshold=0.37138109635000011 0.51243974730000008 0.5025747732000001 0.36927038110000004 43.082598263550004 0.36543816055000006 0.37668033890000002 0.49678153350000009 0.37982395740000008 0.38398550940000004 0.38733870245000007 0.36597706655000006 0.38906020780000011 0.48543456785000005 0.48368312325000012 41.495754733000005 0.48759019190000008 43.124157941850008 42.564639561200003 0.49678153350000009 0.39024280710000009 0.52161611930000007 0.39078171310000004 0.52366695610000014 0.52428071015000011 0.52646627350000019 0.39167988980000007 0.39971857130000005 41.468518788800004 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -4 13 -2 -8 -3 -10 -11 -7 -12 14 -1 16 -15 18 -17 -18 -14 -22 -23 -24 -25 -26 -27 28 29 -28
right_child=1 8 4 -5 -6 11 7 -9 9 10 12 -13 20 15 -16 17 19 -19 -20 -21 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=9.8213367920609496e-05 0.0012694227712949444 -0.00084856334028422396 -0.0025211099979256997 0.0011054192641673118 -0.00053531723877143491 -3.6487883012917592e-05 -0.0023575225949060562 0.0011868364278701232 0.0011398149711275153 -0.0010771738772538228 0.00069968898796313032 -0.0013861577966860627 -0.00057221626740400656 0.0017265545263725637 -0.00077711506736701018 0.00024910747451003205 -0.00065115693480099948 0.00067560409410830535 -0.0011390062766216827 0.0005795305556410298 0.0015528477548753248 0.00063142803499401188 -0.0028987649458203559 0.0013519799405718707 -0.002139490151074056 0.0012611924055732548 0.0012979877097370281 0.00010608666617087893 -0.0012944031142312065 -0.00097582325430673356
leaf_weight=86.646174625551794 1.2517964225262397 2.3246974290814242 2.093869727570564 4.6017094478011122 1.0952899880940092 2.0355740040540691 0.82389522955054395 0.93735818075947464 4.1657748934812835 2.0800085647497317 4.2422142289578906 1.7216050068964248 3.4640512578189364 3.6314728483557728 3.8857557558221734 6.8362884223461169 2.86264461558312 5.740773720201104 3.4814724400639534 5.8660678621381521 1.1790167034196191 4.0936776697635642 0.80376382376562006 0.83589889046561339 0.76221231180534132 1.4266621321439732 2.8363853436894697 64.801628839218665 4.2660017891903408 1.8829872841015456
leaf_count=876 8 28 39 34 29 11 29 16 26 20 22 33 23 17 23 29 25 31 22 40 18 24 19 16 48 7 18 1238 90 41
internal_value=8.82515e-05 2.84368e-05 -0.000823256 0.000137757 -0.00183911 0.000101468 0.00025197 -0.000471176 8.17053e-05 0.000104037 5.7478e-05 -0.00065493 8.35291e-05 0.00012536 6.06431e-05 0.000331525 0.000631501 0.000100634 -0.000219277 0.000175918 5.32591e-05 7.93989e-05 5.81379e-05 2.79008e-05 5.85257e-05 4.42949e-05 6.64253e-05 4.33246e-05 -0.000409309 0.000390758
internal_weight=232.677 105.367 6.20221 127.31 3.18916 122.708 3.01305 1.76125 99.165 96.8403 92.6745 3.75718 90.5945 118.951 90.5319 28.4187 12.3602 16.0585 10.3178 8.72871 86.3523 82.8882 81.7092 77.6155 76.8118 75.9759 75.2137 73.787 8.98537 4.71937
internal_count=2900 1759 121 1141 68 1107 53 45 1638 1610 1584 44 1564 1063 899 164 82 82 51 65 1542 1519 1501 1477 1458 1442 1394 1387 149 59
is_linear=0
shrinkage=0.00196078


Tree=846
num_leaves=31
num_cat=0
split_feature=1 2 1 2 2 2 1 0 0 0 2 0 0 2 0 2 0 1 2 0 2 2 0 1 2 2 1 2 2 0
split_gain=0.202049 0.286789 0.297933 0.441815 0.164047 0.691102 0.908786 2.96203 1.40879 2.56679 1.07567 0.818055 0.796742 0.620054 0.603165 0.512776 0.594675 1.16154 0.553594 0.334764 0.308988 0.448782 1.35566 0.963569 0.333498 0.361365 1.48021 0.478589 0.400254 0.327652
threshold=0.50064369330000014 48.315732392000008 0.50525433370000017 48.988717865950008 42.564639561200003 43.162556114600001 0.34632196640000007 0.49588335680000006 0.47997065955000012 0.47715637260000004 42.674081447500008 0.51818807820000012 0.47670728420000003 42.541806567400009 0.54317236010000014 43.542456167850005 0.48119816770000007 0.35814795965000007 43.740100730350001 0.47886290830000006 44.157169339850007 44.758188263300006 0.47760546090000006 0.34608245260000009 45.154229826150008 47.833738492450003 0.41640968835000008 47.001379125850008 48.461603274950008 0.39672464895000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 13 6 8 -8 9 12 -9 -12 -6 -1 -13 16 19 -18 -17 -7 -20 22 -22 -24 -23 26 27 -26 -27 -30
right_child=1 2 3 -5 5 15 7 10 -10 -11 11 14 -14 -15 -16 18 17 -19 20 -21 21 24 23 -25 25 28 -28 -29 29 -31
leaf_value=0.00013186595404202523 -0.0016258648946826395 0.0015791071325899609 0.00039109484969199307 -0.0020579313869039805 -0.00035346106200300609 -0.0009623884292609046 -0.0030618382827827745 0.00071847991087580431 0.00084045154856214859 -0.0025899191630089379 7.7553161631274453e-05 -0.0025164838079852819 0.0017092585709302889 0.0011898058846252469 -0.0005977561615558496 -0.00073705548589355079 0.0017947755951852825 0.00012016712922044896 0.00042396463102306245 0.0004487410511379861 -0.0027012873148642867 0.00078235890828609849 0.0011983989019686242 -0.00098464405839051856 -0.0022552685410301958 0.00084733954950343908 0.00046082069068359828 -0.00047748916538319314 -0.00053153323028847085 0.00022058460385448791
leaf_weight=158.3847388646227 0.61242942592207272 0.3405366102233528 0.78379713324829914 0.44344433449441567 1.898024985785016 1.2186590505152692 1.6993047778669259 2.9896608754061162 5.1690359525382519 1.6764845685102043 2.2506703627295792 1.2491995525197128 1.1599059570580719 2.1589710563421241 1.270568275824189 3.0912951536010942 2.9763379544019699 3.4248907314613461 9.8788033987511863 1.3762962520122526 0.90286240217392588 2.6223266536253531 1.4478705972433092 1.678560831089271 1.4562880976591288 2.9544701091945162 3.3956142291426659 0.96996233426034439 2.9085688563063732 9.5018259648932126
leaf_count=1608 283 5 11 61 52 38 24 21 23 28 15 26 8 10 26 41 11 37 84 6 28 31 5 41 73 24 36 31 20 193
internal_value=0.000106061 -0.000488037 -4.35618e-05 -0.000493822 0.000111699 3.1869e-05 -0.000282471 -0.000717119 0.000132688 -0.000640049 -0.000203673 -0.000781591 0.000428951 0.000146093 -0.00154898 0.000154077 0.000577822 0.000898799 6.06628e-05 -0.000213962 0.000126044 2.03226e-05 -0.000584854 2.63372e-05 0.000122739 4.10963e-05 -0.000374914 -0.00154455 0.000198726 4.43141e-05
internal_weight=231.891 2.18021 1.56778 1.22724 229.711 69.1675 19.3629 9.4594 9.90345 4.73442 7.7601 4.77044 3.05793 160.544 2.51977 49.8046 8.99618 6.40123 40.8084 2.59496 37.7172 27.8384 4.02929 3.12643 23.8091 21.1867 5.82186 2.42625 15.3649 12.4104
internal_count=2900 360 77 72 2540 922 223 112 111 88 88 67 60 1618 52 699 92 48 607 44 566 482 74 46 408 377 140 104 237 213
is_linear=0
shrinkage=0.00196078


Tree=847
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 2 0 1 1 0 1 0 1 2 2 0 2 2 1 0 0 0 0 0 1 1 1 2 0 1
split_gain=0.058916 0.195502 0.343812 0.197154 0.207699 0.122618 0.461391 0.785805 0.57268 0.372852 0.488991 0.433922 0.294589 0.473635 0.122001 0.343771 0.280101 0.208306 0.170724 0.119547 0.105137 0.163181 0.0952364 0.474701 0.428079 0.304473 0.261663 0.604202 0.579935 0.170975
threshold=33.151194885250007 0.31100865245000009 0.51700547890000015 0.38185982460000006 0.53136133645000017 35.97706729810001 0.49850303880000008 0.36597706655000006 0.34392682850000006 0.51243974730000008 0.38906020780000011 0.53781323915000012 0.41129008115000004 33.384956903900012 36.372781240150012 0.51929582950000019 36.514114975300011 37.020641110850008 0.36543816055000006 0.56793209785000009 0.52104727400000017 0.53781323915000012 0.42646926740000007 0.3972336157500001 0.31148768000000004 0.32600820335000008 0.34307356065000005 39.091773401050006 0.4588185982500001 0.31123319660000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -8 -2 -9 -11 -12 -13 -14 15 -7 -16 18 -18 -6 -20 -22 23 29 -25 -24 27 -27 -29 -19
right_child=5 2 3 4 19 14 7 9 -10 10 11 12 13 -15 16 -17 17 22 20 -21 21 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=0.10407291234586519 0.033670698595943162 -0.10919470688645393 -0.11946797753639393 0.10201282470820601 -0.10795931082079463 -0.066960342495854613 0.10536171557035889 -0.057808169316694274 -0.055926145426288633 0.10465359576745213 -0.10745465025842167 0.096960761571379506 0.085075037467187531 -0.11069782347853513 0.05016090541054772 0.020888663337904172 -0.050521653276075419 0.012271050096972092 0.011866959655788616 0.042620067298907161 0.01072902241296375 -0.064074683979303174 0.033248891645431093 -0.16301801155020007 -0.030350847495530211 0.010826499283897303 0.0011144578029531459 -0.0012955059127865338 -0.13191158323090821 -0.027503241951441673
leaf_weight=0.10861618071794399 1.2975673796609037 0.39222142118205738 0.093110347166657448 0.24869412928819656 0.10576335995028785 0.94886460219276958 1.1719147562980654 0.66997283371165428 1.584571844912716 0.58423581719398487 0.31612760463030987 0.37006084434688091 0.22839279432810144 0.26927481497943972 1.1300068848395302 0.83959696772581083 1.4033293594548006 3.9674608878922291 1.3607490370050075 0.10513366654538459 0.54902512847911544 0.62201761792857724 2.9035301599651566 0.3403519638959549 0.85223258475161856 1.7762835260946297 178.51177141554217 0.58574677398428299 0.80999152949516429 1.485379056073725
leaf_count=1 17 61 2 5 19 13 10 12 29 5 17 4 8 66 12 35 12 122 7 92 10 31 28 26 36 14 2153 14 30 9
internal_value=0.000602222 -0.022985 -0.0375899 0.013224 0.0401066 0.000723691 0.0142469 0.0380672 -0.0155888 0.00572047 0.029793 -0.00715088 0.0293914 -0.0208525 0.000280478 -0.0257194 0.000517362 0.00022993 -0.0225446 -0.0328944 -0.00703736 -0.0290041 0.000698576 -0.0110628 -0.0682128 0.001122 0.000608577 -0.0278608 -0.0770962 0.00143635
internal_weight=205.632 1.05354 0.944923 0.552702 0.459591 204.578 6.49212 3.60998 2.88214 2.43806 1.76809 1.18386 0.867728 0.497668 198.086 1.78846 196.298 195.168 3.93512 0.210897 2.53179 1.17104 191.233 6.64542 1.19258 184.587 181.684 3.17202 1.39574 5.45284
internal_count=2900 180 179 118 116 2720 168 122 46 112 100 95 78 74 2552 48 2504 2492 60 111 48 41 2432 193 62 2239 2211 58 44 131
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 1 0 2 2 2 2 1 0 0 0 0 0 0 2 0 0 2 1 0 2 1 1 0 2 1
split_gain=0.177185 0.265323 0.413218 0.249863 0.189972 0.20458 0.343613 0.283496 0.130254 0.860506 0.597882 0.810278 3.66644 1.70995 2.71548 1.49567 1.31124 1.0318 0.409516 0.268733 1.85662 2.02742 1.48385 1.08493 0.872742 1.33341 0.732564 1.56858 1.04689 1.30926
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 0.57987784795000008 0.64899254515000016 45.027406014450008 42.564639561200003 42.541806567400009 43.162556114600001 0.34744468730000005 0.50356276755000018 0.47997065955000012 0.47715637260000004 0.52511900840000014 0.54317236010000014 0.47670728420000003 43.245737185650007 0.48543456785000005 0.48218616210000004 40.823855932350007 0.35877668335000007 0.48181192180000004 42.178283198950005 0.34545372890000009 0.34515433670000012 0.47976108500000009 40.982542372850013 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=8 2 3 -2 5 6 7 -5 9 19 11 13 -13 14 17 -14 -17 -10 -12 20 23 -22 -21 24 26 -26 27 -1 29 -28
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 18 12 15 -15 -16 16 -18 -19 -20 22 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=6.9662457609038537e-05 -0.0022063281412877727 -0.0020819758890750976 0.0018897185874832086 -0.0019862374831848125 -0.0022894880085841461 0.0013173771053122867 -0.0021855456732056732 0.0017878139719659705 -0.00051905104964614795 0.0013174197421729284 0.00093807281969600321 -0.0032168049693975824 0.0011245727793988676 0.00074116530328839322 -0.0025765650746844325 -0.0022156292148709485 6.5940084455692787e-05 0.0017496493720128312 9.6455529516180195e-05 0.0007886943883411207 0.00019383654434155595 -0.0018344893551983765 7.6618696886795846e-05 0.0012308472913100277 -9.3030418976228842e-05 -0.0024768181685833521 0.0014653352993371804 -0.0016348440267061682 0.00075982884098726143 -0.00054506983193867411
leaf_weight=23.242339582066055 0.30065650940559807 0.33476224576588709 0.3068534699268638 0.10780585663451325 0.1457329786808258 0.34926701331278309 0.27941060960893083 0.26370713673532009 2.0591699746000836 2.2802670896053305 2.331826369118061 1.7917506629019024 2.5450239302590489 6.5098553150892258 1.9786774665117262 1.5450188311515374 2.5950924139469862 1.2317678625695405 47.542945678134856 12.867427087388931 3.5031060127075753 4.1264121010899544 89.572541474232821 3.2369406237266949 3.1711457330093245 1.2608822535257784 1.5511441454291368 2.27928153425455 12.807905494701116 6.3190313370414515
leaf_count=253 30 34 4 96 68 7 118 3 52 10 21 24 17 28 30 25 39 8 678 75 20 26 973 12 46 22 7 14 72 88
internal_value=8.62671e-05 -0.000482387 -0.000176996 -0.000615395 -0.000197981 0.000106763 -0.000542819 0.000692658 9.12913e-05 0.000121191 2.04263e-05 -0.000263655 -0.000725941 6.90214e-05 -0.000761316 -5.83389e-05 -0.000785503 0.000330103 0.000135804 0.000104552 2.09208e-06 -0.00090318 0.000166062 0.000130307 5.99487e-05 -0.000771202 0.000139683 -8.25634e-05 0.000413987 -0.000148836
internal_weight=238.438 2.0882 1.75343 1.44658 1.14592 1.00019 0.650924 0.371513 236.35 166.218 70.1311 20.2564 8.47689 11.7795 5.26962 6.68514 4.14011 3.29094 49.8748 163.938 61.4982 7.62952 102.44 53.8687 50.6317 4.43203 46.1997 25.5216 20.6781 7.87018
internal_count=2900 360 326 322 292 224 217 99 2540 1618 922 223 105 118 90 81 64 60 699 1608 560 46 1048 514 502 68 434 267 167 95
is_linear=0
shrinkage=0.00196078


Tree=849
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 1 0 0 1 1 2 2 1 1 1 1 1 1 0 0 0 1 2 2 0 0 1 1 1
split_gain=0.210781 0.273147 0.40859 0.212028 0.259122 0.210362 0.307022 0.160416 1.10076 1.08463 0.839954 1.42767 0.787587 0.511003 0.665193 0.40934 0.386392 2.33401 1.04813 1.33228 0.47505 0.949132 0.601268 0.370731 0.755688 0.438183 0.965607 0.888108 0.43557 0.55888
threshold=0.50064369330000014 0.66697104880000013 0.67036915065000013 0.52041855035000018 0.52332265500000019 48.461603274950008 0.59210802070000013 0.50579323975000012 0.50300889195000009 0.37668033890000002 0.35877668335000007 39.685256516350002 43.104429861650011 0.38398550940000004 0.38733870245000007 0.38906020780000011 0.36597706655000006 0.37308763210000007 0.37668033890000002 0.49678153350000009 0.48543456785000005 0.48368312325000012 0.34587287805000005 38.238138001450004 37.962710038050005 0.52290350590000012 0.52324780695000006 0.39410496695000002 0.39772761295000009 0.44751654140000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 -5 6 -4 8 16 10 -9 -12 -13 -11 -15 -16 20 -18 -19 -20 21 -1 -22 24 25 -17 -27 -28 -29 -30
right_child=1 2 5 4 -6 -7 -8 9 -10 13 11 12 -14 14 15 23 17 18 19 -21 22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0001125648883942616 -0.0017888013581306029 0.0020185566845538146 0.00095511877207765943 0.0014413700068128343 -0.0019950837560621499 -0.0020475083556354252 -0.0025413423151186641 0.00053932162632863397 0.0010566622432839209 0.00066285937705646257 8.2541441178867495e-05 -0.0028300090536987062 -0.00070308873143307962 -0.0010338597940641101 0.00068371777628672612 -0.0016701935656803959 -0.0026364935767487848 0.0021606266326778581 -0.0023033124216696962 0.0011782818254553755 0.00090655879485576889 -0.00088616040109739649 0.00020755826138482255 0.0001049919700699246 -0.0022251451548488594 0.0025668405268618306 -0.0025608642185799488 0.00082369885166266746 -0.00092959996172472875 0.00057917272438818884
leaf_weight=87.304412770297859 0.74386792983250349 0.32868136899196521 0.40363700441685069 0.20989112014649436 0.14105526719868067 0.2552800242556259 0.12691325432797385 1.5575860668905068 4.9984389546443699 5.8894989257678381 2.1875373236835003 1.7669966053217652 1.0775337126106022 2.0627566690091035 4.2849843353033057 0.66150435840245148 1.30318240757333 0.99282638728618655 0.7617818411090409 0.94898448686581105 6.138113476336005 3.818435021035838 20.641739274375141 76.848370519070158 0.73849996097851534 0.52096581459045399 0.56302009715000156 1.7856544172391293 2.4249719892468424 1.5454826587611021
leaf_count=877 102 9 66 7 87 44 45 10 46 49 16 32 27 20 23 15 19 5 29 20 29 23 119 881 32 1 20 24 114 109
internal_value=0.00010227 -0.000500493 0.000182829 -0.00119611 6.01622e-05 -0.000584982 0.000118728 0.000108039 0.000154814 5.09152e-05 -0.000718948 -0.00110842 -0.00202431 0.00010304 6.6982e-05 9.23896e-05 0.000117837 -0.000480974 0.000558027 -0.000372026 0.000138187 7.0714e-05 0.000367774 6.26108e-05 -0.000332642 -0.000146333 1.03905e-06 -0.000210492 1.94036e-05 -0.000342317
internal_weight=233.033 2.20933 1.11451 1.09481 0.350946 0.78583 0.53055 230.823 126.908 103.915 6.58965 5.03207 2.84453 97.3257 91.4362 89.3735 121.909 4.00678 2.70359 1.71077 117.903 91.1228 26.7799 85.0885 8.2401 7.5016 6.84009 6.31913 5.75611 3.97045
internal_count=2900 360 164 196 94 155 111 2540 1167 1373 85 75 59 1288 1239 1219 1121 73 54 49 1048 900 148 1196 315 283 268 267 247 223
is_linear=0
shrinkage=0.00196078


Tree=850
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 0 2 1 0 0 2 0 0 1 0 2 1 1 2 1 0 1 2 1 1 2 2 0
split_gain=0.052654 0.848322 0.815169 0.682612 0.368629 0.678039 0.713888 0.667007 1.45766 0.63347 0.619304 1.11222 1.20738 0.611655 0.407947 0.69599 1.07923 0.537099 0.69062 0.54263 0.35848 1.23095 1.06792 1.26438 0.326492 0.749401 0.521086 0.43146 0.321213 0.604797
threshold=0.50579323975000012 0.50300889195000009 0.37668033890000002 0.36998892250000009 38.703421923500009 38.828362408050005 0.38398550940000004 0.51929582950000019 38.592454371550012 0.38733870245000007 0.52266399210000014 0.52772372085000019 37.360990606650006 0.56369569775000017 0.54679500610000009 0.39772761295000009 0.54279811980000015 38.386256906100009 0.44751654140000008 0.43099009015000006 38.592454371550012 0.36254902550000007 0.48140774230000011 0.37668033890000002 39.788107623550012 0.34524415440000006 0.35394149875000008 40.823855932350007 36.372781240150012 0.47612346935000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 -2 7 -6 -7 -4 10 -8 -9 12 -12 14 15 -13 -17 18 19 -16 28 24 -23 -24 25 -22 -26 -28 -1 -30
right_child=2 -3 4 -5 5 6 9 8 -10 -11 11 13 -14 -15 17 16 -18 -19 -20 -21 21 22 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.0043834540477438932 -0.0050718927981930062 0.046475203149524184 -0.080678030626943342 -0.072349208950108032 0.068702833652422815 0.042332809862905073 -0.080878340176473218 0.05143441038141109 -0.16176981442495594 0.0015446097929202162 0.0069203172147459038 0.033806012101435433 -0.1526162034599145 -0.066917948330590921 0.03494225122135948 0.014257983065516395 -0.11152181454312336 0.10673523750157617 0.086977719417225902 -0.13049266491400852 0.0026295842625722295 0.014880760197605668 -0.16780762020938433 -0.014032568499503304 0.00052299814902686083 -0.062489102918598466 0.076919938688485803 0.011331353267383033 -0.013593103369636423 0.045367668595485827
leaf_weight=4.9153641685816174 3.2252773358486584 4.1584492812980889 1.3188702261541028 2.8326546712778509 1.6052341860377044 4.318322387058287 0.94625065545551379 2.0241068457253251 0.57758278248366046 63.975915548568992 0.88845006815972638 3.0300181200727803 1.0178447227226568 1.035639196471833 0.37743729321300656 1.7438165717176164 1.1204968718811867 0.97040611505508412 0.65043567004613578 0.41766397803439759 5.3666894694324565 1.2019615765311749 1.2579752625897529 0.92997684415604442 81.007284577182872 2.6349762787576765 1.6264453635085363 2.6163676919532008 2.4750554673082643 5.8558942079544067
leaf_count=127 38 46 22 47 16 38 12 19 8 1090 21 27 21 266 32 34 17 4 8 13 37 16 16 38 734 27 10 40 41 35
internal_value=0.000703866 0.00213997 -0.0010749 -0.0365304 0.00142208 0.00445161 0.00296204 -0.0127236 -0.00625442 0.000343282 0.000511234 -0.0086491 -0.0782624 0.00555 0.0145811 0.000396363 -0.0349461 0.0491884 0.0105565 -0.0519601 0.000462209 -0.00165236 -0.0608457 -0.102446 0.00049945 -0.0188142 0.00231225 0.0364742 0.0158896 0.0278509
internal_weight=206.123 114.046 92.0764 6.05793 86.0185 70.8457 69.2405 15.1728 13.8539 64.9222 13.2763 11.2522 1.90629 9.34591 8.31027 5.89433 2.86431 2.41594 1.44554 0.795101 109.888 96.6417 3.38991 2.18795 93.2518 8.00167 85.2501 4.24281 13.2463 8.33095
internal_count=2900 1167 1733 85 1648 1156 1140 492 470 1102 462 443 42 401 135 78 51 57 53 45 1121 918 70 54 848 64 784 50 203 76
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 1 2 1 0 0 1 1 0 0 1 0 1 2 2 0 0 0 0 0 1 2 1 1 0
split_gain=0.263205 0.784145 0.779004 0.410839 0.675113 0.6926 0.64954 0.579423 0.401216 0.615058 0.47107 0.31673 1.01676 1.42532 0.64546 0.461781 0.62356 1.34309 0.52755 0.728391 1.09905 1.05737 0.779662 1.73618 0.436715 1.40443 0.319543 1.78972 1.18219 2.17357
threshold=0.39167988980000007 0.39458399450000009 0.53136133645000017 0.39513787010000007 0.3982365797500001 37.360990606650006 0.39584144190000009 38.238138001450004 0.43166372265000008 0.56369569775000017 0.54910032635000017 0.40367054880000008 0.41753240920000007 0.53321756835000012 0.53592706805000012 0.41808628485000005 0.54017843775000018 0.4211999641000001 38.771633980050005 40.580626202750004 0.54475913895000005 0.54422023290000021 0.54679500610000009 0.55671985870000007 0.57161462230000015 0.43887907550000005 41.322103772800006 0.42552618185000007 0.42440346100000009 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 8 10 -10 -6 14 13 -13 -9 -14 17 -17 -18 21 -21 -20 -23 -24 -25 -26 28 -28 -22 -30
right_child=1 3 -4 4 7 6 -8 11 9 -11 -12 12 15 -15 -16 16 18 -19 19 20 26 22 23 24 25 -27 27 -29 29 -31
leaf_value=0.00015521532737313649 -0.0022170043736109571 0.0010829725874735951 5.5393106153428153e-05 0.00057832486606241586 -0.0019213594888422396 5.443256724109521e-05 -0.0017158218389863656 -0.00012401762105851432 0.00080273554103124601 -0.0011711791952772807 0.00034164700535216618 0.00040091114472453026 0.0011941613532196272 -0.0022713751694728008 0.0011124786342020373 0.000311728521599259 0.00093291970869450037 -0.0023346051594740303 -0.0017021293103543203 0.0011615376040779116 0.00175962110652888 0.00088664840315248348 -0.0026772974957916021 0.00030550160893274783 0.0022803943103598652 -0.0024052702096098882 -0.0028098271822102265 0.00010622039563826936 -0.0022236179871576276 0.00063243647067421445
leaf_weight=154.52065708915779 1.1886982817377423 1.4492456181906153 1.1326674213632939 1.2454836373217393 1.3295218564890081 1.2012088238261642 2.3674430497922003 3.03795465506846 1.3244269113056364 1.1202362556562091 0.48181063919037104 1.4483437723829404 1.5623950976878394 1.6321136455808298 3.4850622983649373 1.8484055129811161 3.2241242434720325 1.2267005733665426 1.7940881922841061 4.4642599858343592 1.9905507192015663 2.4675456583499891 1.082445536740124 4.5596811603754759 0.34809243679046609 0.83798120384744834 0.84309075225610541 20.128978994165664 1.3051112256944177 4.7642652286267548
leaf_count=1373 58 12 20 18 44 8 71 28 21 240 40 35 8 44 24 13 36 79 11 25 7 10 20 43 1 74 21 435 9 72
internal_value=0.000108978 1.35791e-05 -0.00110823 4.94632e-05 2.84033e-05 -0.000680586 -0.00111995 7.98783e-05 -0.000619999 -0.000101786 -0.0013194 0.000127882 7.9868e-05 -0.00101494 0.000536607 0.00014417 0.000111931 -0.000743929 0.000166979 0.000111592 0.000255796 -0.000323968 -5.7981e-05 -0.000399347 2.97971e-05 -0.00103011 0.00011652 -1.10066e-05 0.000448347 1.82929e-05
internal_weight=229.413 74.8919 2.32137 72.5706 71.1213 4.81414 3.56865 66.3072 4.256 2.44466 1.81133 62.0512 55.5282 3.08046 6.52302 52.4477 50.8853 3.07511 47.8102 44.5861 33.4963 11.0898 9.29575 6.8282 5.74575 1.18607 29.032 20.9721 8.05993 6.06938
internal_count=2900 1527 78 1449 1437 97 79 1340 345 261 84 995 943 79 52 864 856 92 764 728 569 159 148 138 118 75 544 456 88 81
is_linear=0
shrinkage=0.00196078


Tree=852
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 1 1 0 2 2 0 0 1 0 2 0 0 1 0 1 2 1 1 0 0 0 1 1 0 1
split_gain=0.0613801 0.231132 0.561635 0.297714 0.641863 0.304836 0.19631 0.125498 0.124056 0.0893684 0.93233 0.607981 0.288329 0.285496 0.18931 0.0733446 0.197993 0.185743 0.146481 0.203498 0.199021 0.0870157 0.858916 0.551301 0.54525 0.372165 0.328389 0.449384 0.763572 0.326304
threshold=35.461062230100005 0.4942366995000001 0.34392682850000006 35.131296350900008 0.49850303880000008 0.36543816055000006 0.33672644530000007 0.54749857790000023 33.151194885250007 37.064694648750013 0.52975958800000011 0.51929582950000019 0.44578006650000007 0.49850303880000008 37.360990606650006 0.62143349005000015 0.62640340110000015 0.47777012665000013 0.67036915065000013 0.57987784795000008 46.177190236600005 0.42829556000000008 0.42892428370000008 0.55335169605000012 0.55041765215000005 0.55754318735000019 0.42194844465000009 0.41917906650000009 0.54279811980000015 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -6 -1 -7 -9 10 11 13 -12 -2 -11 21 -17 -18 20 -20 -19 24 -23 -24 26 -26 27 28 29 -16
right_child=9 3 -4 -5 5 7 -8 8 -10 14 12 -13 -14 -15 15 16 17 18 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.023595008113990346 0.016492556217126402 -0.092191167092136067 -0.12843806744205435 0.064250443540485438 0.10335459129875219 0.020797188228463437 0.067299979397822549 0.028136659154222698 -0.10281952389219749 0.02907361603863988 -0.11956260087107146 0.048753896240146762 -0.012515229531170721 -0.030186011042065232 0.00023905566891593459 -0.11369138822236001 -0.11027555380622991 0.060461200572782439 -0.10930546855774788 0.0046537702901020264 -0.015483428621432042 0.095724743909513021 -0.033084849052412164 0.0078828896206519384 -0.022206742720967638 -0.10818384028476735 -0.031455502456718791 0.02589136968449542 -0.058220787396595176 0.033922444554448004
leaf_weight=0.56013459218229289 2.0342113898441294 0.55123349279165301 0.37973258557894951 1.2087587015565757 0.43093023076653514 1.9402231009298705 0.41265661222860217 0.12305536812505113 0.1755136744657193 2.3547742611335698 0.89779502419696633 2.1550735159253236 0.34959121473207233 3.6818585355067626 138.20438533658671 0.19381634658202473 0.16539870761334929 0.6206470733668541 0.25327223753083661 0.41094704989336606 0.77714774408377707 1.0237590724136705 3.7796708945716118 25.08639936072359 1.7542760825890575 0.70611716160783533 3.136490993667393 7.0470249252393833 2.2158874156302764 2.9371307771652928
leaf_count=42 34 4 36 18 5 36 9 106 56 36 43 32 37 22 1380 11 14 71 56 59 31 11 88 452 41 48 27 39 35 21
internal_value=0.000726842 0.010884 -0.0252984 0.0219315 0.00605009 0.0263346 0.0149625 0.0115095 -0.0488459 0.000432873 -0.00923844 0.00349085 -0.0895616 -0.0135742 0.000895397 0.000543039 -0.0167494 -0.00831407 -0.000135514 -0.0387998 0.0182374 0.000768272 0.00571106 0.00251865 -0.000178765 -0.0468816 0.000569618 0.00123746 2.55479e-05 0.000940001
internal_weight=205.568 5.78224 1.35252 4.42971 3.22096 2.66972 0.972791 2.23879 0.298569 199.786 9.11853 7.87114 1.24739 5.71607 190.667 188.312 2.42123 2.22741 2.06201 0.664219 1.39779 185.891 29.8898 28.8661 156.001 2.46039 153.541 150.404 143.357 141.142
internal_count=2900 312 87 225 207 203 51 198 162 2588 168 88 80 56 2420 2384 242 231 217 115 102 2142 551 540 1591 89 1502 1475 1436 1401
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 1 1 2 2 0 2 2 1 0 0 2 1 1 2 0 1 2 1 0 0 0 0 2
split_gain=0.334031 1.09229 1.07677 1.85851 0.765241 0.557661 1.35464 0.504607 1.01981 0.493891 1.51678 1.42999 0.924642 0.979281 1.15748 0.671438 0.681115 0.664765 0.658112 0.649977 0.88771 1.23101 1.08229 0.812457 0.714961 0.962586 0.579713 1.52344 0.566589 0.725747
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.082598263550004 0.37668033890000002 0.49678153350000009 0.37982395740000008 0.38398550940000004 42.599563320500003 43.19689381845 0.54317236010000014 41.941595803500007 41.395309858300003 0.42019700010000005 0.57944372925000021 0.62143349005000015 40.823855932350007 0.38906020780000011 0.3982365797500001 44.215931556700006 0.53592706805000012 0.41640968835000008 47.833738492450003 0.41865513010000005 0.55411514625000013 0.55411514625000013 0.56859076075000015 0.56974342085000018 42.102795028150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 -7 -4 -9 12 11 -11 13 15 -15 17 -17 18 -10 23 21 -21 -22 -12 -24 -26 -13 -28 29 -14
right_child=2 -3 7 4 -6 6 -8 8 9 10 19 26 28 14 -16 16 -18 -19 -20 20 22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00015846461263746602 0.0013672522429470941 0.001135856303569868 -0.00080834920952647829 -0.0025484915759768933 -0.00047826856853297337 -0.0022977307486983624 0.001186399070612594 0.0010651971159659445 0.00078728354357884389 -0.0030499186695714278 -0.001640735379973715 0.0008676439282725777 0.0017561542421474494 -0.0024899023231541259 -0.0002194813808397014 -0.0022008556282049423 0.00033609884061681938 0.00064423861673440031 -1.0866451121916032e-05 0.0020386321724416554 -0.0016888892205357974 0.00019128970420387938 0.0018191337352388085 0.00014332723856669744 -0.0021676612317480283 0.00012924607328568738 -0.0028593690075741545 0.00065431312822080464 -0.00023894424519577354 0.00052030149064734548
leaf_weight=122.37506497539107 1.2123841550201171 4.5598068237304679 2.3344798190519205 1.998354437062517 1.045686016033869 0.77367825587862149 0.96313682303298265 4.1514948457479468 4.4326773323118678 1.2112950421869784 1.8250658058095752 0.83777447417378459 2.7355052912607771 1.1742622079327691 3.2600216497085057 0.93100430388312705 0.72270859337641014 9.558674172498284 38.203000580180742 2.0544623211026218 1.4737408211512946 4.2676583998472779 0.85847669094800849 2.122954914404545 0.75931893626693536 9.2082861100061546 0.94245167355984427 0.95530456416054221 1.9735102166814602 5.5000587571412325
leaf_count=1107 8 34 28 39 29 29 16 26 24 25 38 7 16 27 55 150 169 56 442 8 41 57 6 37 51 227 13 38 49 48
internal_value=0.000125465 0.000193575 4.50315e-05 -0.000762578 -0.00183733 0.000346737 -0.000365635 9.27209e-05 0.000113934 7.23679e-05 -0.000154839 -0.00127627 0.000160332 6.49818e-05 -0.000820722 0.000137918 -0.00109215 0.000176891 7.21143e-05 4.12658e-05 0.000194477 0.00079161 -0.00011245 -0.000681398 0.000102149 -4.57293e-05 -0.000490895 -0.00109063 0.000704677 0.000930799
internal_weight=234.422 126.935 107.487 5.99324 3.04404 2.9492 1.73682 101.494 99.1597 95.0082 26.5168 3.94683 68.4914 58.2823 4.43428 53.8481 1.65371 52.1944 42.6357 22.57 18.6219 6.32212 12.2998 3.94802 10.8261 9.96761 2.73553 1.89776 10.2091 8.23556
internal_count=2900 1141 1759 121 68 53 45 1638 1610 1584 548 83 1036 923 82 841 319 522 466 465 390 65 325 75 284 278 58 51 113 64
is_linear=0
shrinkage=0.00196078


Tree=854
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 1 0 1 2 0 1 0 0 0 2 2 1 2 1 1 1 2 2 0 2 2 0 0
split_gain=0.340348 1.2584 0.485934 0.629918 1.06164 0.400774 0.571341 0.317605 0.659572 0.95305 0.968781 0.72966 0.647718 0.640781 0.528951 0.311252 0.41359 1.38855 1.12994 1.43621 2.58467 0.623076 0.705426 1.03242 1.46164 0.637238 1.4602 1.3091 1.00834 0.940385
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.51401155655000019 0.51243974730000008 0.47727612945000003 0.47715637260000004 0.3447651268000001 0.47670728420000003 0.35675578575000005 43.968221017800005 0.4622167001000001 0.3447052483500001 0.47512050540000011 0.47440196400000006 0.47760546090000006 40.621691032550004 40.337496327150006 0.34521421515000011 42.233786329550007 0.34479506600000004 0.34536391125000004 0.34569324270000007 42.988308018450006 41.261521012900012 0.48218616210000004 42.131954243650007 42.027086531450003 0.48851830785000006 0.49128768600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 12 9 10 -9 -11 13 14 -1 -7 17 -17 19 20 -18 -20 23 24 -23 26 -24 28 -27 -29
right_child=1 2 -4 -5 -6 15 -8 8 -10 11 -12 -13 -14 -15 -16 16 18 -19 21 -21 -22 22 25 -25 -26 27 -28 29 -30 -31
leaf_value=6.6936610735700576e-05 -0.0021601353628941666 -0.0020800571808786087 7.7619564566511803e-05 -0.0025843949805476984 0.0019294056293564907 0.00067513187915765199 -0.0013285009372117533 -0.00228354753170888 0.00024009769368454539 -0.0013154879312932829 0.00053889100852275867 0.00091675270757015563 0.0011973712496374516 -0.0010660970495542104 0.0011656903139378686 0.00024778027534029501 0.00030682390311760583 0.0013938571505820476 0.00085026710381983276 0.00054450577548800544 -0.0019166542577467216 0.00035854100302123217 0.0013483916992979019 0.0005631747243993948 -0.0017713572565081232 -0.0014278194654874083 -4.6357571744516081e-05 0.00098118941168660141 -3.3541897388586451e-05 0.00010760683888161416
leaf_weight=17.738275015548435 0.99927094188751553 0.50430086713458766 74.800172872980511 0.60835779701301351 0.51134952716529369 5.9575834199786177 1.2018057461827982 1.9167306057852314 5.3283964251168072 0.87577793269156279 0.61841127276420582 1.5762976397236341 2.1560289300978175 1.7529446892294789 1.861268751323222 42.745501152821817 3.7049830965697748 4.4914402263239017 5.6817588666453949 3.9351659448584533 4.3936131065711379 2.0999845881015045 5.8419267237186414 2.9199002631939948 3.0204621970187873 3.0734580643475073 5.7032733662053943 6.7765190822538015 5.6790421642363071 15.745716424193231
leaf_count=339 56 47 1396 25 3 25 12 88 43 43 5 16 8 13 8 285 16 29 29 28 35 11 19 11 35 18 39 29 45 144
internal_value=0.000132365 2.59971e-05 5.45815e-05 -0.00100653 -6.14128e-05 0.000184888 5.15946e-08 4.72564e-05 -0.000239574 -0.000752061 -0.00159505 0.000119491 0.000173119 6.96965e-05 0.00017128 0.000238054 0.00021557 0.000356753 0.00011832 -0.00042726 -0.000899447 0.000234435 0.000165638 -0.000367269 -0.000897849 0.000265703 0.000659392 0.000120371 -0.000523145 0.000370451
internal_weight=234.22 77.4235 76.4242 1.62401 1.01565 156.796 35.0259 33.8241 10.3156 4.98722 2.53514 2.45208 23.5085 21.3525 19.5995 121.77 115.813 47.2369 68.5758 12.0338 8.0986 56.542 50.8603 8.04035 5.12045 42.8199 11.5452 31.2747 8.7525 22.5222
internal_count=2900 1527 1471 75 50 1373 575 563 195 152 93 59 368 360 347 798 773 314 459 79 51 380 351 57 46 294 58 236 63 173
is_linear=0
shrinkage=0.00196078


Tree=855
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 1 2 2 0 1 2 2 2 1 2 2 0 1 1 1 2 2 2 2 0 1 2 1 0
split_gain=0.059813 0.973959 0.332615 0.524398 0.881177 0.307875 0.874437 0.689559 0.40514 1.40077 1.26487 0.960884 0.889912 0.615462 0.598006 0.487117 0.900202 0.883755 0.387735 0.549775 0.628283 0.560946 0.361425 0.431396 0.335793 0.382822 0.789481 0.33273 0.325309 1.1422
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.51401155655000019 0.51243974730000008 0.39584144190000009 0.3982365797500001 36.514114975300011 41.840895355800008 0.53592706805000012 0.4019490434500001 42.102795028150005 41.322103772800006 41.558544840500012 0.39904493880000008 40.580626202750004 40.036761086100007 0.55671985870000007 0.40259273675000007 0.42067602765000006 0.43590012275000006 44.215931556700006 39.893178577750007 39.468990633150007 38.238138001450004 0.54279811980000015 0.42829556000000008 37.962710038050005 0.43887907550000005 0.57507260265000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 -7 9 -8 -11 -10 15 -14 -13 16 22 -18 -16 21 -21 -20 23 24 27 -26 -27 -12 -17 -30
right_child=1 2 5 -5 -6 6 8 -9 11 10 12 14 13 -15 18 28 17 -19 19 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00204241010588267 -0.10957958178642457 -0.10596900775803052 0.028606490178414302 -0.12880754763218094 0.098612084868024433 0.041002677057759562 -0.11610148702905827 -0.085061240560624973 0.065205349450909819 0.11213218859340256 -0.013266782087148219 0.084372309510234653 -0.12017665528422017 -0.024423886545014688 -0.054337014513443221 0.03263405214203767 -0.099956296899159441 0.0086719908360994667 0.065754531553688558 -0.053842814000913154 0.0037915274843279621 -0.014386612071541788 0.04073552775360896 -0.04876104851110219 0.057945665546914264 -0.051640880857356387 0.025281184420072544 -0.11469476659229494 -0.059954926166440742 0.060905356504811228
leaf_weight=140.22830081649681 0.82505713598220509 0.40905559130624058 3.7484146452043197 0.51425706258305581 0.4338277243077755 0.55263774469494764 1.1098016922769591 2.0194937034975737 2.916600698343248 0.94531880319118755 2.8932853337931967 0.8892251923680331 1.0210123702536287 1.9596765595342729 1.2086709947325314 6.0522644491866213 1.9280578908510499 1.2246389069268842 2.5118332090787621 2.1990657710648511 13.52093240049089 1.3389675336802609 1.9860196352892661 1.9257743361085875 1.5590028204023836 1.8881518375128505 4.5483042602081696 0.36413150626572122 1.7809389862231912 1.3940007739356586
leaf_count=1373 56 47 41 25 3 10 29 73 37 4 301 4 19 37 13 31 18 36 24 46 378 43 18 33 8 14 86 24 20 49
internal_value=0.000876048 -0.0016146 -0.000240872 -0.0492261 -0.000672167 0.000806282 -0.000938119 -0.0579757 0.00162825 -0.00568474 -0.00179092 0.0113194 -0.00531894 -0.0572233 0.00406636 0.000297803 -0.00914068 -0.0577605 0.000629792 0.00402448 -0.00427092 0.0378885 0.000967273 -0.00502579 0.00245889 0.0134849 0.00271589 -0.0246049 0.0190346 -0.00688956
internal_weight=205.897 65.6684 64.8434 1.35714 0.842883 63.4862 59.7378 2.57213 57.1657 32.5804 31.4706 24.5853 30.5253 2.98069 21.6687 27.5446 18.3174 3.1527 20.7795 19.5708 15.72 3.8508 15.1647 13.1787 11.2529 7.99546 6.43646 3.25742 9.2272 3.17494
internal_count=2900 1527 1471 75 50 1396 1355 83 1272 727 698 545 694 56 508 638 538 54 504 491 424 67 484 466 433 108 100 325 100 69
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 0 0 0 0 2 2 1 2 1 2 1 1 2 0 0 2 2 2 0 2 2 0 1 0
split_gain=0.0531118 0.195707 0.50268 0.277807 0.167925 0.0971303 0.416133 0.165177 0.147333 0.225154 0.116728 0.0885175 0.486388 0.10716 0.484381 0.171645 0.153368 0.150668 0.10752 0.872585 0.497688 0.139787 0.239039 0.389197 0.948093 0.236125 0.206922 0.161943 0.143094 0.0965829
threshold=35.461062230100005 0.4942366995000001 0.34392682850000006 0.36543816055000006 0.33672644530000007 0.50041914915000019 0.51243974730000008 0.51484985480000012 0.53781323915000012 0.54749857790000023 33.151194885250007 36.072790850000011 0.36449507500000006 36.514114975300011 0.36543816055000006 37.020641110850008 0.36543816055000006 0.36998892250000009 37.663157789700008 0.52324780695000006 0.55980359870000018 38.052786106700005 38.318569170500005 38.703421923500009 0.54017843775000018 38.994321257850011 37.858673296900008 0.51589772760000019 0.35814795965000007 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 4 -3 -1 -5 -7 -8 -9 -10 -11 12 -2 14 -13 16 -15 -18 19 -17 -21 26 28 24 -24 27 -20 -25 -23 -27
right_child=11 3 -4 5 -6 6 7 8 9 10 -12 13 -14 15 -16 18 17 -19 21 20 -22 22 23 25 -26 29 -28 -29 -30 -31
leaf_value=-0.021160555711171973 0.036634845316518241 0.064262808879552005 -0.1254641015273272 0.035595026065512542 0.063459220880688214 -0.081884282437160186 0.10386886026885243 -0.031264116159908199 0.057342273994091211 0.026437130869094078 -0.10255169893943912 0.077372360892790926 -0.061853718303181232 -0.046645907697104222 -0.015871060228411112 0.044100681557862342 0.030363441754548127 -0.022639836554584607 0.0044585255341733597 -0.082394365297156297 0.030965011717319565 0.053337923901508613 -0.067069070580695833 -0.00073552434820321126 0.022529344701678024 -0.003289306835871367 -0.04384984028381253 0.034833183658036448 0.010314755224085578 0.0020187667794801831
leaf_weight=0.56558967880846356 0.86991408141329829 1.09036373719573 0.35332491249300801 0.82524666079552877 0.4006353763397783 0.53626847453415427 0.1998707279562949 0.6162309220235328 0.79537886731850427 0.12454857361399263 0.160650457689826 0.94087702278920859 1.183780119479138 1.4127766342280659 1.3659372075271674 3.4500748426653436 0.79901187121868167 1.6311775999529343 1.8141548389994562 1.1206691261613739 0.59182722751302197 1.3131274073384696 2.6879895406236747 2.0378603199496856 2.1065300327627483 47.8366017968292 1.734317076964089 3.4422043736667547 1.8796582563227273 120.94840409103472
leaf_count=42 13 9 36 7 9 10 2 18 10 106 63 9 35 12 39 28 3 45 36 27 29 10 34 16 26 597 24 32 38 1535
internal_value=0.000789822 0.010335 -0.0233972 0.0205709 0.0139262 0.00594922 -0.00410653 0.0178844 0.00775612 0.0300085 -0.0462213 0.000518176 -0.0201354 0.000733363 0.02216 0.000479638 -0.0204449 -0.00521311 0.000900725 0.0151358 -0.0432181 0.000505196 0.000887927 0.00040433 -0.0277029 0.00117764 -0.0191522 0.0216063 0.0280093 0.000514367
internal_weight=204.835 5.66811 1.31955 4.34856 0.966225 3.25819 2.43295 1.89668 1.69681 1.08058 0.285199 199.167 2.05369 197.113 2.30681 194.806 3.84297 2.43019 190.963 5.16257 1.7125 185.801 182.252 179.06 4.79452 174.265 3.54847 5.48006 3.19279 168.785
internal_count=2900 312 87 225 51 216 209 199 197 179 169 2588 48 2540 48 2492 60 48 2432 84 56 2348 2288 2240 60 2180 60 48 48 2132
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 1 0 0 2 2 1 2 2 1 1 2 2 1 2 2 1 2 1 2 2 2 0
split_gain=0.233068 1.1565 0.428006 0.853734 0.561513 0.947863 0.358592 0.83769 0.731378 0.463365 0.740983 0.437767 2.42897 1.02381 0.582562 0.823936 1.12462 0.610476 0.556353 1.82385 0.304769 1.20433 0.964417 1.57327 0.456765 0.577189 0.409472 1.24782 0.957019 0.300474
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.52428071015000011 0.51401155655000019 0.51243974730000008 0.48543456785000005 0.48368312325000012 0.34587287805000005 0.48181192180000004 0.48140774230000011 43.124157941850008 42.674081447500008 0.35675578575000005 42.37975859965001 40.982542372850013 0.35877668335000007 0.36000419150000007 47.833738492450003 43.968221017800005 0.37982395740000008 39.788107623550012 37.797539186950011 0.37138109635000011 36.82350895510001 0.36543816055000006 39.211875820650008 38.771633980050005 37.272044000450002 0.53484925600000011
decision_type=2 2 2 2 2 2 2 2 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 5 -3 7 9 -8 10 -1 12 14 -13 15 17 -17 -10 19 -15 22 26 24 -24 25 -19 27 28 -22 -5
right_child=1 2 3 29 -6 -7 8 -9 11 -11 -12 13 -14 18 -16 16 -18 20 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.5850416553675762e-05 -0.0021548435872499549 -0.0020653555009479338 0.0022665424014894622 -0.00029501969192083892 -0.0025346543660716252 0.0018672564540389068 0.00089748169910030336 -0.00079901952847598464 0.0010365841479008839 0.00048804717413371122 -0.0011472085882353964 0.0013767887179457524 -0.0015537598931189942 0.00049338407244674547 0.00090005669590281355 0.00020064295999076338 -0.0014763754358622311 0.00061981493184125661 0.0008189807054786311 -0.0023474944080053343 0.00045272805684527356 0.001466380678094628 0.00024833084219013697 -0.0019844800862408468 0.00087854470091703457 -0.00071878190085426991 -0.00051693220514930217 0.0013108099273475607 -0.0010112893891471013 8.9043192816887126e-05
leaf_weight=77.434462306532623 0.93438210617750783 0.46338440613180754 0.66902310306613699 8.9441331749912916 0.56712933477683691 0.47943567484617233 6.2209112090058616 4.0926305514294645 3.6142887384630731 10.849281795322893 1.920164132490753 3.7328258478082699 3.1494515836238852 2.948310412466526 4.4631473720073691 3.7022418975830069 2.6292334697209299 2.5515631660819071 2.545304358471185 1.2318724286742506 4.0680664470419305 3.0903350468724957 2.7815947197377673 2.1518722865730524 3.7278955578804016 2.4064766624942422 3.0961878299713126 3.2056270986795425 2.9699576888233423 62.974433590638
leaf_count=824 56 47 11 169 25 3 30 24 31 47 13 17 27 17 19 19 32 16 21 49 37 16 20 26 15 24 16 11 22 1216
internal_value=0.000102998 1.29594e-05 4.02958e-05 6.17891e-05 -0.000992948 -6.55737e-05 0.000145598 6.86114e-05 0.000258522 0.000107977 5.60138e-05 0.000190067 0.000110271 0.000553311 0.000228152 0.000153173 -0.000495762 0.000275224 9.62593e-05 -0.000343804 0.00018365 0.000363435 -3.32396e-05 -0.000725573 0.000359994 -2.98979e-05 0.000107924 0.00029679 -0.000165069 4.12793e-05
internal_weight=233.616 75.0319 74.0975 72.5876 1.50995 0.94282 158.584 94.2965 64.2872 90.2039 79.3546 58.0663 47.6079 10.4583 44.4585 39.9953 6.33148 33.6639 6.72549 4.18018 30.0496 16.4302 13.6194 4.93347 8.68594 4.95804 13.3398 10.2437 7.03802 71.9186
internal_count=2900 1527 1471 1396 75 50 1373 908 465 884 837 435 331 104 304 285 51 234 87 66 203 102 101 46 55 40 86 70 59 1385
is_linear=0
shrinkage=0.00196078


Tree=858
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 1 2 2 2 0 0 2 0 1 0 0 2 2 0 1 0 2 2 1 1 0 2 0 1
split_gain=0.286107 1.02843 0.449093 0.526123 0.855643 0.281333 0.819378 0.614759 0.746569 0.417385 1.08884 1.14187 2.01143 0.626115 0.573082 0.567533 0.938645 0.601888 1.46866 0.93583 0.815984 0.507641 0.936112 0.49703 2.37057 1.06354 1.32118 1.05716 1.42296 0.827246
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.51401155655000019 0.51243974730000008 0.39584144190000009 0.3982365797500001 36.514114975300011 43.812290675100009 40.580626202750004 0.53592706805000012 0.53905571685000009 40.380906245900007 0.57507260265000015 0.49091344570000006 0.54475913895000005 0.54279811980000015 43.633733172900008 44.215931556700006 0.53321756835000012 0.41640968835000008 0.56704889075000009 40.036761086100007 41.322103772800006 0.42552618185000007 0.42440346100000009 0.56276758185000009 41.792045663550006 0.55754318735000019 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 -7 -9 10 -8 -12 13 21 -15 16 17 -11 -19 20 -20 22 -13 25 -25 -17 -27 -26 -29 -30
right_child=1 2 5 -5 -6 6 9 8 -10 15 11 12 -14 14 -16 23 -18 18 19 -21 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=0.00014477250919539387 -0.0021327762424193605 -0.0020651945221651317 0.00053646238352099483 -0.0025185376310033515 0.0017460074817190663 0.0007101323729688453 -0.0023083806320598668 -0.0021954249987388022 0.00024938626602571311 -0.00038295811365174646 0.0017706842187357171 5.8972121031354153e-05 -0.0031088095917375571 -0.0021863593654609863 0.00046943986775635748 0.0016988859658220029 0.0013615001994203408 0.0016069546335955821 -0.00090727711347447814 -0.0022718700623760779 0.0018636551622074843 0.00074308196928595297 -0.0014791271822306414 -0.002473435833891952 -0.0014659248868072758 -0.0014216345425282306 0.00057318126467696261 0.0013517474063874625 -0.0007340041690140403 0.00020115467562315873
leaf_weight=153.60147596484603 0.85996640936355007 0.44318794575519749 4.2113362946547559 0.57256478015915491 0.46316985599696636 0.63400068785995189 0.86944384966045873 1.6193217115942391 0.68266686610877503 4.0438347606686857 1.2226177938282514 14.174983818222254 0.86374884386896056 0.94980582227071753 0.46547063652815268 1.9785395693033914 3.6249154843389979 2.7509376704692841 0.90343993413262091 0.77020969317527477 0.74596275011572288 3.262626007111975 1.7042160448618222 1.5302845236728924 1.653503961686513 1.7152678482234476 4.990053330999217 3.2743928945856196 4.9771446103695807 13.505110403359138
leaf_count=1373 56 47 41 25 3 10 22 56 17 33 6 171 15 131 161 8 19 13 21 18 26 41 16 55 38 11 70 18 57 322
internal_value=9.53596e-05 -1.55612e-07 2.31767e-05 -0.00104711 -0.000117582 4.37005e-05 1.52391e-05 -0.000999536 -0.0014704 5.78159e-05 -0.000155059 -7.23781e-05 -0.000177573 -5.44109e-05 -0.00131289 0.000165541 0.000516233 0.000183707 0.000626889 -0.000487379 0.000345911 3.86366e-05 -0.000106103 3.16314e-05 -0.000109038 0.00043564 6.28935e-05 4.55192e-05 0.000160389 -5.06772e-05
internal_weight=233.064 79.4627 78.6028 1.47892 0.906358 77.1238 72.9125 2.93599 2.30199 69.9765 23.5129 22.6435 21.4209 20.5571 1.41528 46.4636 12.8393 9.21438 5.17055 2.41961 1.6494 19.1418 15.8792 33.6243 24.9404 8.68386 6.70532 23.4102 21.7566 18.4823
internal_count=2900 1527 1471 75 50 1396 1355 83 73 1272 563 541 535 520 292 709 130 111 78 65 47 228 187 579 490 89 81 435 397 379
is_linear=0
shrinkage=0.00196078


Tree=859
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 2 0 1 1 2 0 1 2 2 1 2 1 1 0 1 0 1 0 0 1 1 0 0 2
split_gain=0.0593917 0.609927 0.609932 0.454335 0.404693 0.878557 0.699528 0.697958 0.664009 1.89445 0.506337 0.552642 0.478831 0.406131 0.538562 0.295712 0.757709 0.39679 0.350167 0.762743 1.18069 0.305748 0.657763 1.90414 1.65261 0.890559 0.635745 0.245838 0.636994 0.539
threshold=0.39167988980000007 0.39458399450000009 0.53136133645000017 0.39513787010000007 0.53484925600000011 43.968221017800005 42.467547400400008 0.53029849405000007 0.40621538280000008 0.41753240920000007 44.215931556700006 0.53136133645000017 0.39971857130000005 40.305698932850007 36.625813070500008 0.39024280710000009 39.468990633150007 0.38906020780000011 0.38733870245000007 0.51700547890000015 0.38042274180000007 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.50300889195000009 0.36543816055000006 0.36927038110000004 0.48543456785000005 0.48368312325000012 41.495754733000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 -3 5 6 7 13 12 -10 -7 -12 -6 14 -5 17 -17 18 19 21 -21 22 24 -24 25 27 -26 28 -1 -29
right_child=1 3 -4 4 8 10 -8 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.0012200105863720001 -0.11239091710968033 0.058469568355051849 0.0012704949249228523 0.021337033652563415 0.0010784745387131087 0.077712725177550387 -0.12252450699626745 -0.11086408931840908 -0.11484618102837184 0.0014839305207379205 -0.10334694494398984 0.022019756798402224 0.059807046844507918 0.027023529377875024 -0.11995221086857595 -0.0066476626988592599 0.063276727452192913 -0.033218948573925031 0.031537677909139999 -0.10290157481806819 0.0018213313668921237 0.029464841181341961 0.036665486372851788 -0.08815853080588032 0.019888348434474235 -0.055822949586574244 0.087607048737736115 0.028267109969476473 -0.041376529880044283 -0.0028772983857152531
leaf_weight=78.915461041896378 0.97908494340663199 1.3040488010155957 0.91180194483604282 0.51871993788517989 2.4572534470935343 1.0022714985534551 1.0378061482042538 0.80345251056132827 1.4426067479471374 47.294563205568579 0.47633219148337946 1.3430644813925026 3.1913488920545205 1.6176618780009446 0.56216559854510706 3.6372241401113561 2.7001105393283069 3.2978546274825922 3.8691755943000308 1.7749619699316088 2.7362372775096446 4.0616532836575052 2.1579684857279053 2.8179044332355261 2.5844146865420035 2.7476962564687701 2.990464199334383 10.096020346973093 3.6740889053326091 12.35954295657575
leaf_count=876 58 12 20 16 30 11 34 31 54 1092 76 14 30 21 28 28 20 24 24 38 29 28 17 51 22 27 28 75 23 63
internal_value=0.000879822 -0.00162083 -0.0575824 5.74335e-05 -0.00117618 -0.0231808 -0.0504164 -0.0290474 0.0018023 -0.00195941 0.0206388 -0.0108022 0.034259 -0.00468775 -0.0521471 0.00203633 0.0231446 0.00103867 0.0019025 0.000999041 -0.0393826 0.00248729 0.0015614 -0.0340241 0.0031233 0.000377533 0.0562139 0.00184759 -0.000674944 0.0111252
internal_weight=205.363 64.9422 1.89089 63.0513 61.7472 7.36147 4.53981 3.502 54.3858 48.7372 2.82167 1.8194 5.6486 2.69855 1.08089 140.421 6.33733 134.083 130.786 126.916 4.5112 122.405 118.344 4.97587 113.368 107.793 5.57488 105.045 82.5895 22.4556
internal_count=2900 1527 78 1449 1437 231 130 96 1206 1146 101 90 60 65 44 1373 48 1325 1301 1277 67 1210 1182 68 1114 1064 50 1037 899 138
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 1 0 1 1 2 2 1 2 2 1 2 2 2 1 0 1 0 0 1 2 2 1 2 1
split_gain=0.235175 1.12525 0.781139 1.21523 1.25698 1.22108 0.601564 0.435706 0.513781 0.973599 0.798086 2.28324 1.1455 0.944962 0.732388 0.409613 1.07951 0.759777 0.421017 0.922288 0.810213 0.560818 0.398642 0.753443 0.628388 0.376947 0.525518 1.53007 0.620492 1.83632
threshold=0.54511840960000013 0.54317236010000014 0.41865513010000005 38.386256906100009 40.660558922250004 0.54017843775000018 0.41640968835000008 0.52511900840000014 0.40621538280000008 0.39971857130000005 41.395309858300003 43.633733172900008 0.39584144190000009 43.933728833200007 37.360990606650006 0.41917906650000009 38.052786106700005 49.110028829250005 38.386256906100009 0.44751654140000008 0.56369569775000017 0.49091344570000006 0.48543456785000005 0.48368312325000012 0.34587287805000005 38.938637541200009 39.995120105550008 0.44705248345000009 41.322103772800006 0.43887907550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 22 9 10 12 -12 -9 -13 -14 16 -2 -18 19 -17 -21 -22 23 -1 -24 -20 27 -27 29 -28
right_child=15 -3 3 4 5 -7 -8 8 -10 -11 11 13 14 -15 -16 18 17 -19 25 20 21 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=9.8483842805066851e-05 0.0017204014937881884 0.00089946797828854787 0.0013244401732110909 -0.0024691054078724113 -0.0016051982180931808 0.00065307094754215201 0.00096100710221638016 0.0006973170330462473 -0.0012199453708145909 0.00073242933100074422 -0.0023907658688455012 0.0012172977196327252 0.00024110787531446119 -0.00082887538160733587 -0.0022443480536130582 -0.0019617417451210928 -0.0022419063974532852 0.00037039803291061626 0.00081317282899584812 0.0016473552520684441 -0.0021975764281751478 0.0009323379061774331 0.00086214535456316781 -0.00076657476872153739 0.00019852186019199525 -0.002461481862050364 0.0012985870147731518 7.2507218025686876e-05 -7.3436219074088981e-05 -0.00031169412694960572
leaf_weight=88.40338201038594 0.52226039643573985 7.0219788858667007 1.0720827368204471 1.5202592760324476 1.660830831009662 2.0653101243078709 3.2398162675090125 4.2254180239979231 1.6634194790385652 4.2305348205845794 2.3186991484835744 1.6173798441886904 0.81288554985076178 1.8721815760363822 1.0376824643462894 1.2691992762920556 1.399261426413432 0.61671558703528706 2.4655036685180667 0.82513851218391188 0.58360229306344991 0.35336569602304735 6.094283638522028 4.0482248986954792 54.947977745090611 1.2393491100519884 5.4478399418294412 3.512924503243994 23.226416319314012 5.4430930080452526
leaf_count=889 15 44 13 10 82 12 20 36 38 31 63 9 16 31 29 80 45 27 34 8 95 113 30 24 437 24 23 61 455 106
internal_value=9.83488e-05 0.00012936 9.94551e-05 -0.000577819 -0.000966539 -0.000353494 0.000123977 0.000108143 -0.000182449 -7.53558e-05 -0.00036291 -0.000882612 0.000133892 0.000119507 -0.00115258 -2.58497e-05 -0.000791922 -0.00144277 1.79778e-05 -0.00068736 0.000230543 -0.00101717 0.000141801 6.06051e-05 0.000264776 6.97037e-05 2.25454e-05 -0.000588334 0.000107636 0.000493797
internal_weight=234.757 187.852 180.83 6.31848 5.2464 3.72614 174.512 171.272 17.7782 16.1148 11.8842 5.80826 6.07599 3.48956 1.85057 46.9047 2.53824 2.01598 44.3664 3.03131 1.76211 0.936968 153.494 92.4516 61.0423 41.3351 38.8696 4.75227 34.1173 10.8909
internal_count=2900 1814 1770 117 104 94 1653 1633 253 215 184 103 81 40 45 1086 87 72 999 296 216 208 1380 913 467 703 669 85 584 129
is_linear=0
shrinkage=0.00196078


Tree=861
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 2 2 0 0 0 2 0 0 2 1 1 0 0 0 0 1 0 1 1 1 0 0 1
split_gain=0.0575289 0.518732 0.418018 0.404461 0.35633 0.428642 0.791041 0.753159 0.820723 0.677035 0.370261 0.393212 0.247768 0.229717 0.415006 0.477941 0.436087 0.394246 0.727903 0.366352 0.575644 0.562989 0.777041 0.224239 0.325637 0.327843 0.416629 0.22167 0.443797 0.32958
threshold=0.56369569775000017 0.56501302355000016 0.56276758185000009 0.56055207925000017 38.938637541200009 40.922041107600009 40.742467179200005 42.280042771400005 42.654057868200006 0.57811143375000007 0.57161462230000015 0.57703362175000017 37.272044000450002 0.55609113500000007 0.54910032635000017 41.134354310300004 0.42922367590000005 0.4410796084000001 0.55754318735000019 0.54317236010000014 0.54095685760000012 0.54475913895000005 0.42194844465000009 0.57161462230000015 0.43967246490000006 0.47536001915000009 0.47976108500000009 0.57995269605000022 0.58859016195000013 0.43808568605000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 12 6 10 23 -9 -10 -6 -12 -3 14 19 16 -16 18 -15 20 -1 -21 -23 -7 -25 -26 -27 -11 -29 -30
right_child=1 4 -4 -5 5 7 -8 8 9 27 11 -13 -14 17 15 -17 -18 -19 -20 21 -22 22 -24 24 25 26 -28 28 29 -31
leaf_value=0.0012868689491086168 -0.069401331914316508 -0.010039336539324999 0.042655441072200657 -0.046073478847077964 0.036276992143031539 -0.12915123311490095 0.10433397327760188 0.051354899158754776 -0.079746716209334795 0.07103988417108266 0.0021145509065500635 -0.11140684174042959 -0.11096644904712215 0.060192211357121342 -0.0098399413082023834 -0.0060774013702968007 -0.12565139265944808 0.053464548300589831 -0.056865667780286615 0.04681024049722729 -0.035977872541636875 0.031864347334468565 -0.036305393258544628 0.048556918734420279 -0.1174136572541906 0.07804514605399665 -0.10875600175256506 -0.061399078482103957 0.091802154951241263 0.00027469670260464959
leaf_weight=156.82833602434812 1.1511393698529016 0.50032827870666352 2.4262698427774003 1.8168906016799145 1.7772367345169215 0.42381843831390043 1.083948554620292 2.7431318348535561 1.2418250145856271 0.41495291143655766 1.0242062737233935 0.43458791642842687 0.47336784768231155 0.93314406575518605 0.54130757558596021 2.5825592100154608 0.81418449254124425 2.2279936771665234 1.2333137741079552 4.4127836240513698 4.2578656599507658 3.6774656124180183 3.0662972144782543 0.28847729042172421 0.64054640423273645 0.25879813497886062 0.22165760102870991 1.1360701988451181 0.42397768609225739 5.4588779856103429
leaf_count=1735 22 202 22 23 19 7 18 37 39 7 9 71 66 15 27 41 22 19 33 33 35 36 20 3 18 5 57 35 5 219
internal_value=0.000873652 -0.00426386 0.00142118 0.000872663 -0.000220778 0.00304212 0.0303972 -0.00587518 0.00367708 -0.011398 0.00563112 -0.0317045 -0.0591056 0.00134502 0.000781719 -0.0313163 -0.0794028 0.0239287 -0.0064461 0.00151559 0.000301879 0.01904 0.000868494 -0.0653722 -0.0461943 -0.0705775 -0.00813531 1.96593e-05 -0.004179 0.00687108
internal_weight=204.515 19.6969 184.818 182.392 18.5458 17.5721 4.31998 13.2521 11.4188 8.6757 3.23603 1.45879 0.973696 180.575 176.181 3.93805 1.35549 4.39445 2.16646 172.243 161.086 11.1565 6.74376 1.8333 1.40948 1.121 0.480456 7.43388 7.01893 5.88286
internal_count=2900 839 2061 2039 817 549 117 432 342 305 99 80 268 2016 1949 90 49 67 48 1859 1770 89 56 90 83 80 62 266 259 224
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 0 2 1 1 2 1 1 1 2 1 2 2 2 0 1 2 1 2 2 1 0 1 2 1
split_gain=0.26122 0.516066 0.572461 0.359604 0.354181 1.1862 1.53 1.04001 1.19077 1.66325 1.08411 1.02525 5.24293 2.59684 0.831811 0.552429 1.43617 0.448272 0.331429 1.62181 2.07935 2.03949 1.55207 0.589693 0.337994 0.325995 0.630767 0.448447 0.305137 0.28508
threshold=42.178283198950005 42.027086531450003 0.34988473400000003 0.57600071855000012 0.47997065955000012 43.968221017800005 0.47905751325000007 42.773538294100007 0.34458549145000011 0.34632196640000007 42.686561923500008 0.34560342505000002 0.34581299960000006 0.3459626957000001 44.157169339850007 0.34479506600000004 42.448133449100006 44.758188263300006 41.621607100200002 0.48218616210000004 0.34744468730000005 41.840895355800008 0.34569324270000007 41.811877919650009 41.532441862050007 0.47536001915000009 0.57944372925000021 0.47976108500000009 37.272044000450002 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 18 5 6 7 10 -9 -10 15 -6 -13 -14 -7 -2 -17 -16 24 22 -21 -22 23 -20 -1 26 -5 -27 -29 -19
right_child=4 2 -4 25 11 14 -8 8 9 -11 -12 12 13 -15 17 16 -18 29 19 20 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00015995327669991529 0.00044635292457331012 0.00021489200966850244 0.0013884207423962333 0.00055456055384272543 0.00079437677289015819 0.0013901729700117268 -0.0027746172472777478 0.00032357162824767002 -0.0026471590337410781 0.00016294747941735893 0.0013878859984846629 -0.0037884706820240032 0.0022265660925441838 1.7757351820103696e-05 -0.00081234462189373193 0.00047658082139057507 -0.0024360628670118817 8.7324657172428315e-06 -0.0010315924281096046 -0.0026367181743238446 -0.0016506935918150693 0.0010757642912534817 0.001483062675939022 0.00037345002712784597 0.00073114128046435946 0.001645482416899555 -0.0022010268256142797 0.00061998809830437845 -0.0021093661765759215 0.00077924487352164012
leaf_weight=117.24014811234156 1.8213341150112698 3.9201541449583592 2.6981027599977097 0.49273204497330814 7.2939041330246246 2.0346281103556967 1.1312288064509619 1.6964685695202204 2.3321939343586569 1.2405270301096605 1.902697451849235 1.36092348396778 2.1376555562019339 47.93369851251191 2.0043268758454351 1.3183168533723804 1.2855474464595316 7.1942796857329068 2.1572105705272389 1.844856936484575 1.91035716002807 2.3553947224281728 3.2652014894410968 2.4558712738507893 4.1230703997425726 0.46982615796150617 0.9077527783192636 0.28649249131194665 0.34972614746948238 2.4834339618682861
leaf_count=1081 25 27 28 20 36 12 17 61 57 22 14 12 5 807 32 17 24 76 22 12 26 22 17 28 27 9 103 108 138 15
internal_value=0.000107691 0.000158466 0.000693311 0.000132789 2.15607e-05 -0.000166865 -0.000597962 -0.000385642 -0.00102912 -0.00167143 0.000150176 0.000106411 8.84636e-06 0.000112056 0.000233169 -0.000382001 -0.000961413 3.16574e-05 0.000146417 -0.000139371 -0.000897445 -0.000145242 0.000448611 -0.000283588 0.000179358 -0.000603115 -0.00123153 0.000192589 -0.000880324 0.000206457
internal_weight=229.648 144.477 6.61826 137.859 85.1712 26.445 12.7283 11.5971 5.26919 3.57272 6.3279 58.7262 51.4323 50.0714 13.7167 4.4252 2.60386 11.682 135.352 13.9889 6.11061 4.26575 7.87828 4.61308 121.363 2.50653 1.40048 1.10604 0.636219 9.67771
internal_count=2900 1668 55 1613 1232 372 237 220 140 79 80 860 824 812 135 66 41 123 1235 127 60 48 67 50 1108 378 123 255 246 91
is_linear=0
shrinkage=0.00196078


Tree=863
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 1 1 1 2 2 1 1 0 2 1 1 0 0 2 0 0 2 2 1 1 2 0 0 2 0
split_gain=0.222655 0.244049 0.383096 0.192204 0.192791 0.179048 1.24131 1.0218 1.93387 1.39677 0.623333 0.60418 0.864762 0.52246 0.738338 1.08139 0.48882 0.757834 0.554101 1.49973 0.718241 0.626951 1.09004 0.380944 0.35684 0.45922 0.987969 0.629182 0.573624 0.403569
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 43.368902217050007 0.36543816055000006 0.38398550940000004 0.51929582950000019 34.394321486900004 0.39904493880000008 0.39971857130000005 0.48543456785000005 0.48368312325000012 41.495754733000005 0.48759019190000008 0.49678153350000009 43.124157941850008 42.541806567400009 0.36597706655000006 0.38906020780000011 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.52215502530000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 10 8 -7 -10 16 -9 13 -13 -15 -16 17 -1 19 -18 -21 22 -20 -12 -14 26 -26 -28 -29 -27
right_child=1 -3 -4 4 -6 7 -8 11 9 -11 23 12 24 14 15 -17 18 -19 21 20 -22 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=0.00012807793792961677 -0.0021723154319247648 -0.0020770019854815442 0.0018302231565500344 3.9678749479792059e-05 -0.0023296743127045067 0.0011677829177203054 0.0011820129683404893 0.00076282274390425267 -0.0021571538269173547 0.00022211040571378405 -9.3958443250386425e-05 0.00075495612763752738 0.00059846919909923126 -0.0024814747060407497 0.0023157917320474931 -0.0020532706708639623 0.0017539510596466391 -0.00077200799593311019 0.00035209160955085761 -0.00055376366092837754 0.00065304095435593577 0.00067228166582577976 -0.00096771406627894885 -0.001398508258979082 -0.0024388350400106574 -0.00074955321774965004 0.0023192578206282168 0.00054087672573138582 -0.0014070221555479495 0.00013149761596841506
leaf_weight=86.060157232137499 0.26246217740299371 0.32986878691008303 0.28657195344567288 0.91962087330921327 0.15416953944213674 1.5294030532240857 4.5327207352966061 5.196923177689313 2.9614270245656371 1.395734906196594 1.9113871827721589 0.50023641111329142 5.3579053413122883 1.195307530986611 0.39116564059804648 0.49144028583395993 3.6469830460846451 3.7532239940483114 6.4192920029163343 2.8396446770057064 5.7062033340334892 5.6158608496189109 3.8482381515204906 1.5654232898959888 0.86278006166685317 2.0539592121567685 0.37744459509849582 1.1907051735834104 1.1355558426639616 74.468591844601178
leaf_count=876 30 34 4 224 68 11 34 34 43 25 11 8 33 27 3 48 17 23 27 25 40 31 24 33 28 17 1 113 72 936
internal_value=0.000119756 -0.000539498 -0.000226972 -0.000668157 -0.000300501 0.000125477 0.000174552 6.31362e-05 -0.000729158 -0.001395 0.000136926 0.000113166 7.4811e-05 -0.00104403 -0.00147712 -0.000116928 0.000161058 9.04641e-05 0.000386881 0.000701275 0.00025204 0.000145537 -0.000142567 -0.000681328 0.000108569 7.57953e-05 -0.000611951 -2.89736e-05 -0.000409983 0.000107849
internal_weight=226.96 1.95269 1.62282 1.33625 1.07379 225.008 125.899 99.1086 5.88656 4.35716 121.366 93.222 88.0251 2.57815 2.07791 0.882606 117.89 89.8134 28.0762 12.1928 8.54585 15.8834 10.2675 3.47681 85.4469 80.089 3.56649 2.70371 2.32626 76.5226
internal_count=2900 360 326 322 292 2540 1141 1399 79 68 1107 1320 1286 86 78 51 1063 899 164 82 65 82 51 44 1200 1167 214 186 185 953
is_linear=0
shrinkage=0.00196078


Tree=864
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 2 2 1 2 2 2 2 2 2 2 1 1 0 0 1 0 0 0 0 2 2 1 0 1 1
split_gain=0.0568703 0.156008 0.141893 0.106323 0.110579 0.43949 0.0816198 0.189071 0.0708714 0.492512 0.437973 0.212795 0.613996 0.314972 0.505443 0.364944 0.149816 1.2899 1.19938 1.19694 0.734231 0.637339 2.29189 0.63333 0.428078 0.325306 1.18796 0.598713 0.419366 0.456045
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 50.448116877400004 0.52041855035000018 46.177190236600005 46.051945193250006 0.49091344570000006 43.162556114600001 43.082598263550004 43.245737185650007 43.022303514600004 42.898324343550009 42.852084787850011 42.718072821900002 0.34587287805000005 0.34632196640000007 0.48041974790000003 0.47961138885000004 0.34494476210000008 0.47670728420000003 0.5089817670000002 0.52290350590000012 0.47778509625000004 43.542456167850005 43.933728833200007 0.38780276035000005 0.53592706805000012 0.39167988980000007 0.40105086675000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 6 7 -3 9 11 -10 12 13 14 -1 -16 17 18 19 20 -12 23 -23 -18 -25 27 -27 -24 -28 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 16 -13 -14 -15 15 -17 21 -19 -20 -21 -22 22 25 24 -26 26 28 -29 29 -31
leaf_value=0.0014300449895851414 -0.10954227873935946 0.057507783703187147 -0.10303027187049166 0.054682222992353896 0.02661422955520016 -0.11079158789062529 0.056782502631899059 -0.068554538157599668 0.049361531465077289 -0.049203988912022122 -0.00047896353617980054 0.032500238083159133 -0.05067520067375534 0.038020560630530331 -0.074353091253040057 -0.0051190344922640895 -0.019890964159428273 -0.06762260732400735 0.075955216355262589 -0.065978412837651643 0.077175911555979443 -0.14432153208567094 0.07444208283812867 0.093630486548014424 0.031481905083777989 -0.1374886137086466 0.067275003698157254 -0.00088027588880531984 -0.062193513580942023 0.0066508434010854184
leaf_weight=147.58226018075607 0.1608026100602723 0.22473033617279792 0.14523516496797118 0.29610719252377737 0.559530859903134 0.41265841398853809 0.30815501511096954 0.25282146341123735 2.094356893656367 1.993999015270673 7.8425139957835217 2.0905798415624295 2.3201267928197913 2.2831609252898479 1.5223241974308614 1.5230893647531045 1.7167139491066361 2.7338579915813161 2.1624822914600363 2.5328805611934504 1.4413476529880425 1.0739564691066359 1.7825465705245722 1.5786345172673462 3.7199826372525422 0.61434464377816667 0.99612399097531934 2.5865568392910063 1.0782619328238059 8.9403832849347946
leaf_count=1708 23 9 129 11 91 16 2 46 22 40 133 21 40 21 24 18 23 18 6 36 6 49 18 10 57 21 8 34 40 220
internal_value=0.000974132 -0.0144593 -0.00750711 -0.000752823 -0.0100905 -0.0272284 0.0166595 -0.00923107 0.00115426 0.000182837 0.0047622 0.000808799 0.000381993 0.00115669 0.000597918 -0.0397274 0.00247285 -0.00480182 0.00748378 -0.0050466 0.0115772 0.00752037 -0.00290686 0.0328956 0.049998 0.00658627 -0.00215416 0.0298504 0.00539407 -0.000758567
internal_weight=204.571 2.36004 2.19924 2.054 1.7579 1.19837 0.785707 0.477552 202.21 159.316 42.8949 157.322 155.231 152.911 150.628 3.04541 40.8006 16.7131 13.9792 11.8167 9.28386 24.0875 17.0722 7.01533 5.29862 15.9982 11.6291 4.3691 11.0148 10.0186
internal_count=2900 327 304 175 164 73 57 55 2573 1872 701 1832 1811 1771 1750 42 679 199 181 175 139 480 390 90 67 341 289 52 268 260
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 1 2 1 2 1 2 1 1 2 0 0 2 1 0 2 2 0 2 1 2 2 1 0 0 0
split_gain=0.205012 1.09187 0.386937 0.490293 0.31986 0.300174 1.36585 1.68208 1.24044 0.807187 0.655443 0.441172 0.795829 1.05492 0.671608 0.642309 0.299994 0.602784 0.554609 0.484365 0.473617 0.577782 0.59588 1.24638 0.554167 0.665453 0.523225 0.670533 0.686165 1.03271
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 40.337496327150006 0.52537349185000015 0.39971857130000005 41.468518788800004 0.39584144190000009 43.633733172900008 0.4019490434500001 37.360990606650006 0.41753240920000007 0.40621538280000008 44.086690780350004 0.53321756835000012 0.53839705400000015 38.238138001450004 0.43166372265000008 0.56369569775000017 38.771633980050005 40.823855932350007 0.55754318735000019 41.093509583400007 0.43625939340000008 41.590548329450009 42.526729949000007 0.42829556000000008 0.54475913895000005 0.55671985870000007 0.56055207925000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6 -8 -7 -9 12 -11 -14 -13 -16 17 -17 -19 -18 26 24 -23 -24 -22 -26 -21 -28 -29 -30
right_child=1 2 4 -5 5 9 8 10 -10 11 -12 14 13 -15 15 16 19 18 -20 20 21 22 23 -25 25 -27 27 28 29 -31
leaf_value=0.00014850091826348311 -0.0021322177231688738 0.00012219595183296714 0.0012827761974330632 -0.0021201199510478938 0.0014402928773245309 0.0014018892613361998 -0.0025062518918891352 0.00023117334276845134 -0.00021631461744815069 0.00026475224442685543 -0.0022181913312520232 0.0019097347170554436 -0.0023035736526726461 0.0001364078116527566 -0.0016079802808860585 -0.002123751116471357 0.00082782870449440754 0.00087587223768686615 -0.00099315591639204787 -0.00063758301861071458 6.5537818861589571e-05 0.0010512158122965498 -0.0023816892029264068 4.4008696441778795e-05 0.001708444947555782 0.00043055540301547895 0.0015426290296743658 -0.0014610428875997967 0.0021592109673935693 -0.00014192729586899285
leaf_weight=153.44002433247624 0.89316289887938083 0.79520703474554355 0.82623171720842847 0.70931693223246839 2.6092621199786645 1.7832375979050983 1.5539681259542706 0.78945993538945891 2.1928456148598343 2.8580701691098502 0.89762411452829838 0.79181547113694151 1.5228476981646966 1.2326953273732213 0.84244633000343938 0.66793064477678799 3.7948666991087512 1.2706364927580582 1.1747266633469733 5.9747943310067049 4.3826121799647826 2.0289636591114713 0.85394261544570582 17.585984155088227 2.7108393311500549 3.7121122392709367 1.1037351191043834 1.1899634739384053 0.86105448007583607 5.8039155261722044
leaf_count=1373 56 19 24 56 16 17 34 16 37 27 28 15 51 31 16 44 39 20 240 41 25 26 21 421 16 32 4 16 4 135
internal_value=0.000107728 2.25118e-05 4.90492e-05 -0.000934957 6.98959e-05 5.56188e-05 -0.000300812 0.000453758 -0.00116605 0.000101748 -0.00107203 6.33404e-05 -0.00046016 -0.00121205 0.000117016 9.07082e-05 0.00011765 -0.000472904 -2.19892e-05 0.00015442 9.91152e-05 0.000236289 4.26496e-05 -6.8324e-05 0.000603098 0.000969895 -0.000188161 0.000111571 -8.95136e-05 0.000155359
internal_weight=226.854 73.4143 72.5211 1.50452 71.0166 70.1904 8.04316 4.29635 3.74681 62.1472 1.68708 60.364 5.61361 2.75554 54.7503 53.9585 53.1161 3.11329 2.44536 50.0028 46.2079 31.2745 20.4689 18.4399 10.8056 6.42295 14.9335 8.95867 7.85493 6.66497
internal_count=2900 1527 1471 75 1396 1372 131 60 71 1241 44 1224 109 82 1115 1100 1084 304 260 780 741 541 468 442 73 48 200 159 155 139
is_linear=0
shrinkage=0.00196078


Tree=866
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 1 0 2 1 2 1 0 2 0 1 2 2 1 0 2 1 2 1 0 0 2 0 0 1 0
split_gain=0.0629207 0.454207 1.00551 0.425569 0.258287 0.357977 0.806415 0.719576 0.724366 0.369872 0.938465 0.645708 0.825161 0.797494 1.54588 0.537196 0.518033 1.41248 0.798943 1.32576 0.694881 0.462097 0.36959 0.324371 0.945888 0.911253 0.564183 0.721615 0.711119 0.778243
threshold=0.35877668335000007 0.49588335680000006 42.686561923500008 0.36106703390000006 0.35394149875000008 0.3459626957000001 0.48607826115000008 41.792045663550006 0.34632196640000007 42.686561923500008 0.34581299960000006 0.48320409570000006 41.919251152600005 0.47470135625000004 0.34542378970000004 41.811877919650009 43.509905336500005 0.34515433670000012 0.47997065955000012 42.773538294100007 0.34479506600000004 42.448133449100006 0.34458549145000011 0.48041974790000003 0.47976108500000009 41.21013581150001 0.47943175355000006 0.47778509625000004 0.34500464060000008 0.47648274005000008
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -9 11 16 12 15 -14 21 23 17 18 19 -11 -18 -15 -21 24 26 -25 27 28 29 -1
right_child=3 2 -4 -5 -6 7 -8 8 -10 10 -12 -13 13 14 -16 -17 20 -19 -20 22 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039065614851703902 -0.045806420006645261 0.073387062596505251 -0.010833887705482749 0.00015113203535289488 0.027453732106608619 0.021958214091358584 0.040952136140326494 -0.061919385576408248 -0.007509985570286138 0.071375464382394158 0.075742641501429481 -0.049933241886299301 0.034787452574801613 -0.1409184791292675 -0.002247781291156738 0.050294768149064278 -0.0042966754630362801 -0.083981406384294507 0.074024410620535983 -0.024700589713771811 0.041092519106414579 -0.060404963004985504 -0.11978134041290356 0.04498737219269329 -0.072078203307741992 -0.018476940816510804 0.04537458583181133 -0.03598877864193354 0.037599206284522901 -0.065058307639020527
leaf_weight=10.0173293995049 2.0554963135000426 2.766740256920456 2.9070370425470173 102.05253786387004 3.5789763167140327 3.9341345928551155 5.1609845533967009 3.9566344225313497 6.4124876506757573 1.0272953297681007 2.019222527742385 2.9793566390871993 1.4712321476617933 1.4568821429274978 3.4843295407481492 2.3644136294460614 7.8839703850753704 2.2086845407029614 1.4773329123854635 0.79557099818339316 5.8948393887840211 1.3958074883557854 0.84097743965685368 5.1856814548373205 1.9207491278648365 4.0135015472769737 2.5440787188708773 5.4458049032837144 4.9823817773249166 1.9557511806488026
leaf_count=162 22 22 21 1904 46 33 26 29 37 7 11 19 42 24 34 15 125 44 6 34 31 19 17 27 13 19 12 48 38 13
internal_value=0.000964889 0.00275526 0.0302353 -0.000756248 0.00110376 6.54832e-05 0.00277959 -0.0144557 -0.0282714 1.90282e-05 0.0107509 -0.00481034 -0.00190283 -0.0315393 -0.0469381 0.0041188 0.0042312 -0.0194005 0.0150435 -0.0176665 0.0151217 -0.101524 -0.07356 0.00109153 -0.0044579 0.0172986 0.000748745 -0.00431935 0.00585234 -0.00735855
internal_weight=204.19 100.082 5.67378 104.108 94.4084 90.8294 76.5262 14.3033 10.3691 71.3652 22.1479 49.2173 46.2379 7.80825 6.33702 38.4297 20.1287 6.34986 4.14118 2.66384 13.7788 2.85269 1.63655 36.0653 26.8661 9.19918 24.9453 22.4013 16.9555 11.9731
internal_count=2900 974 43 1926 931 885 786 99 66 760 275 485 466 119 77 347 264 108 64 58 156 43 51 332 286 46 273 261 213 175
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 2 0 2 2 2 2 1 0 0 0 2 0 1 0 2 0 1 2 1 0 1 2 1
split_gain=0.0521127 0.52992 0.587784 0.412369 0.374856 0.301025 0.481714 0.590594 0.37879 0.280001 0.931109 0.820057 0.592384 0.48 0.426532 0.480613 0.438106 0.423018 0.428436 0.827624 2.62692 0.78311 0.526944 0.649227 0.604269 0.388714 0.386972 0.380987 0.970784 0.874377
threshold=0.39167988980000007 0.39458399450000009 0.53136133645000017 0.51243974730000008 0.39513787010000007 0.3982365797500001 0.39584144190000009 36.514114975300011 0.53839705400000015 41.840895355800008 42.102795028150005 41.322103772800006 41.558544840500012 0.39904493880000008 0.57944372925000021 0.57357564145000006 0.62143349005000015 40.878805547300004 0.54095685760000012 0.42829556000000008 0.54317236010000014 39.852039223600009 0.54910032635000017 0.44705248345000009 39.468990633150007 0.4019490434500001 0.55892039160000018 0.42067602765000006 44.215931556700006 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -8 -9 11 -11 14 -13 -12 15 17 -16 18 -7 20 -20 -22 -21 26 -25 -15 -24 28 -27 -30
right_child=1 3 -4 4 5 9 7 8 -10 10 13 12 -14 25 16 -17 -18 -19 19 22 21 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=0.001966337438382211 -0.11136779109596454 -0.10581929417988221 0.0021758981846562572 0.054305468191105988 0.019118244995556227 0.019054536369409233 0.037310665595277001 -0.10934694327959947 -0.01259342455415512 0.063350411684916869 0.075809926905912206 -0.11112186795584773 -0.020253182036627588 -0.067835153050872857 -0.11147078388217578 0.057841964294891537 0.018226763393025088 0.024769079543050295 -0.15950270575450304 0.046195890999264778 0.02563469600466968 -0.059909382221745577 -0.11835149687925406 0.032607051001858962 -0.037307800711337144 0.067372272775118744 -0.02798815065171328 -0.0048801041818142344 -0.11769660379516844 0.032869563015369259
leaf_weight=139.10268162745024 0.91211336333071702 0.36557420977624033 0.91158016008557752 1.277652455959468 1.4181507243774825 4.9826895738660957 0.55059310980141196 1.3416486850474028 0.5793725075200199 2.8372976042810505 0.85585758835077541 1.1362942580917654 1.9461878178080949 0.8258574969368081 0.66639059209182849 1.5050014212670237 0.42753979759027061 5.3916937266476443 1.4809362161904598 2.2061952936928702 2.8690033184029744 1.7067771260626612 0.65252490155398879 3.7553099119832041 1.8428548688534645 2.5485092091839787 1.7312909817264879 15.80538240777423 0.68244422315910902 0.88699653837829828
leaf_count=1373 58 46 20 12 11 58 10 63 12 37 4 22 37 11 148 35 168 35 14 14 44 19 33 44 27 25 38 436 34 12
internal_value=0.000879242 -0.00147986 -0.0546125 7.60783e-05 0.000701378 -0.000428165 -0.0273399 -0.0539965 -0.0801665 0.00141665 0.00949193 -0.00469402 -0.0537501 0.00241893 0.000481331 0.00286422 -0.0607812 -0.000244116 -0.00659734 -0.0144654 -0.0437397 -0.00627345 0.00293781 -0.00901859 0.00959184 -0.000608284 -0.0527234 0.00217839 0.0292701 -0.0326015
internal_weight=203.202 64.0997 1.82369 62.276 61.9105 60.6328 3.88977 2.47161 1.92102 56.743 24.4423 32.3007 3.08248 21.605 29.2182 28.1243 1.09393 26.6193 21.2276 16.2449 6.05672 4.57578 10.1882 7.98198 5.59816 20.7492 2.38382 19.9233 4.11795 1.56944
internal_count=2900 1527 78 1449 1403 1391 96 85 75 1295 559 736 59 522 677 361 316 326 291 233 77 63 156 142 71 518 71 507 71 46
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 0 2 2 1 0 0 0 2 0 2 2 1 1 1 2 2 0 1 0 2 2 2 1 1
split_gain=0.0523523 0.350814 0.471621 0.368958 0.58208 0.340432 0.343678 0.244707 0.476628 0.348725 0.640143 0.636753 0.239324 0.576177 0.204584 0.498545 0.827282 0.435813 0.243572 1.06216 0.555347 0.725797 1.4786 0.643913 1.55496 0.906409 0.563386 0.921543 0.535695 0.47945
threshold=0.47727612945000003 0.3447651268000001 0.3447052483500001 0.34500464060000008 0.34512439750000007 0.47512050540000011 0.47440196400000006 41.755948821900006 40.982542372850013 0.34524415440000006 0.46594413340000007 0.47706655490000011 0.47778509625000004 41.902916368500009 0.47868327295000007 40.621691032550004 43.45354240915001 0.34458549145000011 0.35585760905000008 0.35759408400000009 41.322103772800006 42.027086531450003 0.48218616210000004 0.34581299960000006 0.49128768600000011 42.852084787850011 40.922041107600009 40.496232821400007 0.34554354660000003 0.35877668335000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 -1 8 -6 -9 -11 -12 13 -2 15 -14 -17 -16 20 -20 26 22 -22 25 -25 -23 27 28 -19 -21
right_child=12 3 -4 4 7 -7 -8 9 -10 10 11 -13 14 -15 17 16 -18 18 19 29 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00098445831251761889 0.041509854432362374 -0.059508982508124392 0.050067187028354602 0.042819835120644641 -0.0074942232464129737 -0.043799068984312288 0.047527094347876268 0.04043403488334632 -0.108789305053001 0.027532320039749859 -0.11726587709550854 -0.0035944137031935254 0.010202010865176058 -0.010791252360704594 -0.045466989165689815 -0.11508962144622362 0.0099706847831717276 0.045070367951538098 -0.092847740075906307 0.061000237833706596 0.015449453396468978 -0.047778472821051021 -0.060491241380241506 0.048930934562807504 -0.020433258013990083 0.0131098644877934 0.045412527663065472 -0.040217126033929497 -0.005920029883958614 -0.00065455927474898071
leaf_weight=15.975781330198528 4.6519750058650953 1.8086345013234657 2.0267052203416815 1.6780800964334046 1.0166200668554664 1.6697149124520354 1.607290744781493 1.025437112431973 0.85534837271552522 1.3210986215344749 1.021112845133757 0.95246310625225294 2.4902906678616992 3.8492816165089607 1.9742361837998021 1.1151189365191387 1.0062669813632963 5.1996253728866595 1.2439938914030779 1.2772191260009993 5.1498418450355512 3.8734279433265346 5.1059699729084969 8.8002708004787547 5.1075286529958239 6.6290831156075001 6.4077555015683165 2.9110224284231654 3.412579566705972 101.0305173807601
leaf_count=339 20 31 9 12 51 13 8 10 15 33 48 11 18 21 18 39 6 31 15 10 22 40 32 36 31 29 29 18 32 1873
internal_value=0.000787607 -0.00299675 0.00418252 -0.0187809 -0.00942118 -0.000647677 0.00345004 -0.0235787 -0.0537784 -0.0104927 -0.0263432 -0.0624071 0.00147179 0.0178285 0.000617322 -0.0201444 -0.055768 0.00122284 0.00181315 -0.00100164 0.00735485 -3.52588e-05 -0.0223585 0.00934367 0.0234575 -0.00934634 0.0216422 0.00842416 0.0248655 0.000115145
internal_weight=202.194 30.9583 21.2795 9.67879 7.87016 19.2528 17.5831 6.19208 1.87197 4.32011 3.29467 1.97358 171.236 8.50126 162.735 4.61168 2.12139 158.123 156.149 103.552 52.5971 34.6661 10.2558 24.4103 13.9078 10.5025 17.931 11.5232 8.6122 102.308
internal_count=2900 580 369 211 180 360 347 168 66 102 92 59 2320 41 2279 63 45 2216 2198 1898 300 190 54 136 67 69 110 81 63 1883
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 0 0 0 0 2 2 2 0 0 1 0 0 2 1 2 0 2 0 2 1 0 2 1 2
split_gain=0.267994 0.962599 0.392165 0.596112 0.54208 0.379245 0.550058 0.356033 0.491068 0.846371 0.322133 1.96608 0.969866 0.788778 2.32733 0.430219 0.617828 0.861922 1.03621 0.830871 0.738362 0.547016 0.305182 0.627185 0.249622 0.237649 0.217352 0.378551 1.18055 2.8854
threshold=0.39167988980000007 0.39388042275000007 0.48543456785000005 0.34587287805000005 0.48368312325000012 0.48181192180000004 0.48140774230000011 0.52366695610000014 0.51401155655000019 0.51243974730000008 43.124157941850008 42.674081447500008 43.45354240915001 0.5089817670000002 0.53321756835000012 0.36000419150000007 0.51929582950000019 0.50579323975000012 39.852039223600009 0.36730936200000003 39.788107623550012 0.49588335680000006 51.779769178100004 0.61532588845000014 41.495754733000005 0.38906020780000011 0.48119816770000007 42.178283198950005 0.34560342505000002 40.79983011445001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 26 8 9 -3 11 15 -12 -14 -15 21 17 19 -19 -17 25 -5 -9 -24 -7 -18 27 28 -1 -30
right_child=1 7 3 10 -6 24 -8 22 -10 -11 12 -13 13 14 -16 16 20 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.8639972969332268e-05 -0.0021256727544621845 -0.0020710037466377161 0.00085107616754843485 0.0002729564767060752 -0.00064629317585133202 0.00073455081225070847 -0.00098208736350502315 6.5528421589380444e-05 -0.0024883165950067188 0.0018598427045684832 0.0014625048897172314 -0.0014148695094790477 0.00079494447895123838 -0.002522069200121308 0.0007186688099769154 -0.00022253464492500796 0.000625051489257465 -2.7084793455157419e-05 -0.0015762478623862911 0.00083304592605468056 0.0012759683569272286 0.0012370987499831009 -0.0025790742795554992 0.00026468775147631791 0.00012741448354448192 1.9202803565790917e-05 0.0006513333829954648 -0.00010590090874133821 -0.0010314821674257968 0.0015629756013502852
leaf_weight=33.931090573101756 0.8049708794860625 0.40937444251903687 6.114961775019764 6.7555696661584062 3.9075606224942012 5.5657582469284517 1.9258549287915219 71.145167384680462 0.50867634790483862 0.43370826169848442 2.9836613573133928 2.9375012349337331 3.4950468288734555 1.3730179204139861 2.245103393914178 6.8331784605979937 3.6029923246242097 4.1110424511134616 2.7843283172696829 4.939110454171896 3.1532994285225859 3.4016536194831133 0.51137337058753363 0.71518568671308458 4.8919417858123779 8.0527432695962471 2.4686027880525208 30.697851726567023 2.2774218291187918 5.9636808289214969
leaf_count=331 56 47 30 37 24 26 13 1312 25 3 15 27 25 49 15 47 26 31 34 40 16 24 67 17 21 49 12 395 54 32
internal_value=0.000103465 6.90236e-06 0.000150072 0.000269449 6.82774e-05 0.000100108 5.26767e-05 3.01875e-05 -0.00096684 -4.88527e-05 0.000206686 0.000137851 0.000524187 0.000130604 -0.000511138 0.000242383 0.000135137 -0.000102115 -0.000652632 0.000220338 0.000434208 0.000595848 4.881e-05 -0.000920925 0.000450542 0.000206481 7.9128e-05 5.97435e-05 0.000180319 0.000845999
internal_weight=228.941 74.5285 154.413 62.7832 91.6298 87.7222 77.2645 73.7235 1.35176 0.843083 56.6682 46.5714 10.0968 7.11317 3.61812 43.6339 33.4767 18.6677 6.89537 11.7723 14.809 10.1572 72.3717 1.22656 10.4577 11.6557 75.3386 72.87 42.1722 8.2411
internal_count=2900 1527 1373 465 908 884 837 1471 75 50 435 331 104 89 64 304 243 152 65 87 91 61 1396 84 47 75 824 812 417 86
is_linear=0
shrinkage=0.00196078


Tree=870
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 2 0 1 1 1 1 0 2 0 2 2 2 2 1 2 2 1 0 2 1 1 1 2 1 0
split_gain=0.0554807 0.224927 0.198558 0.179781 0.147625 0.134571 0.0545972 0.259503 0.411524 0.315214 0.480613 0.260653 0.338298 0.61865 0.388131 0.826891 0.489425 0.253792 0.282458 0.499867 0.255937 0.311671 0.202991 0.485524 0.19362 1.3986 0.673793 0.768461 0.721057 1.01767
threshold=32.785955158400007 0.31308942845000004 0.38185982460000006 0.53136133645000017 34.542090938800008 33.96174662340001 0.47727612945000003 0.3447651268000001 0.3447052483500001 0.34500464060000008 0.34512439750000007 0.47512050540000011 38.938637541200009 0.47440196400000006 39.530201452500002 40.742467179200005 41.395309858300003 43.57842012870001 0.32144247180000002 41.902916368500009 48.919835655300012 0.31100865245000009 0.47778509625000004 41.902916368500009 0.34569324270000007 0.34554354660000003 0.3459626957000001 41.872669623500009 0.34632196640000007 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 -4 5 -2 7 8 11 -9 -11 12 -6 14 -14 -16 -17 18 19 -18 21 -19 23 -8 25 -24 27 -26 -28 -30
right_child=4 2 3 -5 6 -7 22 9 -10 10 -12 -13 13 -15 15 16 17 20 -20 -21 -22 -23 24 -25 26 -27 28 -29 29 -31
leaf_value=0.1041448009394776 0.0051835693096264519 -0.10840654885404295 0.058934543782801309 -0.10801594349437832 -0.026526950094342985 0.055108838496765622 0.038621560641852189 -0.05491622069341251 0.046232208574465562 0.039595851294137611 -0.021211342106589114 -0.039144099278705657 0.053331141200063693 0.075527239838949434 -0.090127866813076121 0.067828676269618846 0.082499453387550686 -0.021345458304927518 -0.073000279595608689 -0.10714116659246678 -0.015028891640571272 0.040772562235724778 0.0016844390549203012 -0.0096224669067760289 -0.0051408691012014077 -0.061997711892955366 -0.035736639990764832 0.051787913062974325 0.081604801971858279 0.0007162644544928986
leaf_weight=0.11038066446781059 1.2557210183365435 0.30175898823927128 0.20547932857880369 0.094012529621522845 3.3141539088101259 0.94710444427346363 4.5434989556670171 1.7787555585091448 1.9899064861237992 1.6524845279636791 6.0907267584152578 1.6831658746232268 1.3274080259725423 1.2711055576801307 1.0102577311918128 1.0969760685693462 0.38603813061490455 1.1458027654734908 0.96571357059292495 0.21719288130043424 3.4347890419885516 2.7374584867502563 26.224917699495567 3.856807142496109 4.1286187842488271 3.9709061086177817 5.3483780175447455 5.5702387276105583 1.5769523978233326 113.59728894156422
leaf_count=1 48 57 7 103 52 36 20 30 9 11 145 13 8 5 12 14 14 49 22 60 26 37 185 21 22 32 31 24 10 1796
internal_value=0.000805002 -0.0270675 -0.0511561 0.00652765 0.000903624 0.0266489 0.000618521 -0.00330484 0.00301076 -0.0169548 -0.00823443 -0.00161572 0.00212042 0.00910516 0.00225303 -0.00391398 0.00480982 -0.00296898 -0.0394658 0.0142195 0.00485572 0.0224439 0.0013181 0.0164714 0.000524588 -0.00669009 0.00219753 0.0275544 0.000156979 0.00182378
internal_weight=201.834 0.711632 0.601251 0.299492 201.122 2.20283 198.92 30.1019 20.58 9.52197 7.74321 18.5901 16.9069 13.5927 12.3216 10.9942 9.98397 8.88699 1.56894 0.603231 7.31805 3.88326 168.818 8.40031 160.417 30.1958 130.221 9.69886 120.523 115.174
internal_count=2900 168 167 110 2732 84 2648 507 321 186 156 312 299 247 242 234 222 208 96 74 112 86 2141 41 2100 217 1883 46 1837 1806
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 2 2 2 1 1 1 1 1 1 2 2 1 1 2 0 1 0 0 0 1 1 1 1 0
split_gain=0.228289 0.630683 1.40027 0.733448 0.50369 1.96216 1.45785 1.28358 1.97768 0.647027 0.616133 0.502636 0.472014 1.32312 0.590211 0.356607 0.646421 0.560231 0.77951 0.64237 0.348663 0.68436 0.932147 0.654689 0.351051 0.660441 0.314445 0.706939 0.600024 0.274754
threshold=0.38906020780000011 0.48543456785000005 0.48368312325000012 0.34587287805000005 0.37982395740000008 0.51017933595000009 39.852039223600009 43.19689381845 42.564639561200003 0.36106703390000006 0.38398550940000004 0.39024280710000009 0.34744468730000005 0.36000419150000007 0.36730936200000003 38.238138001450004 37.962710038050005 0.39167988980000007 0.39458399450000009 40.496232821400007 0.52877159370000015 0.39410496695000002 0.52975958800000011 0.52324780695000006 0.53905571685000009 0.4019490434500001 0.39513787010000007 0.3982365797500001 0.39724858540000008 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 -3 5 7 -7 8 12 -8 -6 -2 -5 -14 -15 16 20 -17 19 -19 23 -22 -23 -13 -24 -26 -20 28 -28 -1
right_child=11 3 -4 4 10 6 9 -9 -10 -11 -12 15 13 14 -16 17 -18 18 26 -21 21 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=5.9470129670930187e-05 -0.00069651971217370102 0.00094523444292579867 -0.0010997331903577793 -0.00033384027624092452 0.0010669864990044988 0.00021318158111387718 -0.00070966793295612217 0.0011515889430962932 -0.0011128623637389047 -0.0026569220533845281 0.00018660156667471952 0.00029395692891116712 0.0012483974561013252 -0.00020647896286665591 0.00061840081964333017 0.00066586294876145073 -0.0022394592860963468 0.00036183992076977518 0.0011594055861374273 -0.0021474653648641106 -0.0031940576895319317 0.0022920841813996715 -0.0015763381920465358 -0.0021957564861584808 0.0020569881400294629 -0.00022040691983002647 -0.00030615127839172217 0.00010798439522502277 -0.0021889878414569838 0.00039737843693458475
leaf_weight=78.068474377798339 3.5911235995590678 6.2525323699228457 3.9084956387523553 3.3596712797880235 5.4786125635728222 2.0754866106435648 1.0304434769786897 5.563047398813068 4.2374758068472138 1.8056489164009688 6.9122539907693863 0.79314945067744502 5.7888581184670356 8.1412036418914777 5.6489204112440339 6.0814031772315493 0.63268218276334653 0.60682861786335607 1.0187717466615129 1.1091005139751358 0.24067611712962378 0.70485061407089222 0.56226322246948246 0.83204181183828041 0.56073882244527329 3.857470453633141 2.3262920556589957 62.326223741634749 0.90345765626989294 10.495068859308956
leaf_count=836 24 30 24 18 32 16 8 32 29 50 45 14 38 50 46 33 33 8 8 56 3 2 18 31 3 301 37 995 33 47
internal_value=0.000101922 0.000148437 4.88251e-05 0.000312064 0.000232952 0.0001201 -0.00103557 0.000293475 0.000117816 -0.00194942 0.000575863 2.15975e-05 0.00034516 0.000461674 0.000131421 5.2835e-05 -0.000335651 9.55839e-05 4.47996e-05 -0.00126006 -0.00017614 4.45067e-05 0.000181604 -0.00098069 -0.000117077 6.86296e-05 7.84318e-05 6.16329e-05 -0.000832837 9.95134e-05
internal_weight=234.913 148.766 92.472 56.2942 50.0416 37.6508 4.91158 32.7392 27.1761 2.83609 12.3909 86.1471 22.9387 19.579 13.7901 82.556 8.18387 74.3721 68.2907 1.71593 7.55119 5.926 5.68532 1.62519 4.98047 4.41821 66.5747 65.556 3.22975 88.5635
internal_count=2900 1301 907 394 364 287 74 213 181 58 77 1599 152 134 96 1575 405 1170 1137 64 372 327 324 45 322 304 1073 1065 70 883
is_linear=0
shrinkage=0.00196078


Tree=872
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 1 2 0 1 1 0 1 1 1 2 1 2 1 1 0 0 0 1 1 2 2 1 2 2
split_gain=0.0542645 0.249785 0.762669 0.343265 0.15226 0.25443 0.312742 0.718305 0.180845 0.165085 0.876843 0.193281 0.489424 0.206747 0.165706 0.0855154 0.715926 0.579992 0.225753 0.192793 0.369319 0.368745 0.430964 0.353227 0.49431 0.397976 0.281631 0.273 0.272813 0.504824
threshold=0.39672464895000009 48.461603274950008 0.31123319660000009 0.37331217625000007 0.3972336157500001 0.42314601355000009 0.31148768000000004 41.24714903835001 0.43447800965000011 0.33672644530000007 0.32272985840000007 0.46768060835000008 0.35814795965000007 0.34307356065000005 0.34392682850000006 39.420767558750008 0.34692075085000007 39.530201452500002 0.34446573455000007 0.46208197360000008 0.56323163980000013 0.55980359870000018 0.56915960600000015 0.4274273225500001 0.41808628485000005 38.386256906100009 38.938637541200009 0.49091344570000006 38.771633980050005 38.441102963850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 -8 -7 10 -10 12 -11 -13 -15 16 -16 -17 -19 21 -21 23 -23 24 28 -25 27 -22 29 -18
right_child=4 -3 -4 -5 5 8 7 -9 9 11 -12 13 -14 14 15 17 19 18 -20 20 26 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.020900107288173549 0.032051147888433822 -0.027407072903240671 0.11320967629421118 -0.11940675623891572 -0.10520973502207719 0.030742916765267699 -0.11195081521973418 0.08803808792508061 0.01923489058253737 0.067988523908479301 -0.10009497238468928 -0.030378852610329927 -0.020077663327597681 0.029777752641098328 0.047516792629757519 -0.05128581222163095 0.0021340346432573757 -0.034198999617966831 0.00091839655382262375 0.11013972756536078 -0.11418438962545339 -0.014280920819564691 -0.11143295402776364 -0.0035835666458208684 -0.043301453422940783 0.075085497563740999 0.059551803118690697 0.03181049801027263 0.021865153949148543 -0.05547284469346489
leaf_weight=0.38180752331390866 1.5717761697014783 2.7799851689487696 0.56060597955365665 0.32094430294455378 0.50252129188447614 2.0350053876900338 0.32831800355415908 0.39647570220404305 1.7022724812850349 1.4060315023621108 0.9647717918123816 2.1095844442024818 1.1449129933498623 1.9938024133443821 3.5877629257738581 2.1993878109133211 18.652992335981267 1.8547214418649662 140.64101547293649 0.46211989247240015 0.28586291148440068 1.8594321454365847 0.60521794415217289 1.2313560218462947 2.5359965816605827 1.345964224077761 0.44731429918101639 0.23205490625218772 5.8992293579503885 1.6562938909046341
leaf_count=11 12 20 24 91 32 24 36 16 18 31 48 19 47 12 24 21 223 12 1720 3 66 40 67 38 29 14 21 128 37 16
internal_value=0.000816402 -0.0106517 0.0262182 -0.0431775 0.001051 0.000802506 -0.0445857 -0.00255315 0.00108839 0.000775417 -0.0239313 0.00112195 0.0284627 0.000750177 0.00110421 0.000792653 0.00496144 -0.000325255 0.000461309 0.000625691 0.036625 -0.000895147 -0.0381375 0.00203538 -0.0011445 0.0375001 0.00142875 -0.0487709 0.00293471 -0.00256401
internal_weight=201.696 4.04334 1.26336 0.702752 197.652 196.08 1.22731 0.724794 194.853 192.818 2.66704 190.151 2.55094 187.6 185.491 183.497 38.8016 144.695 142.496 35.2138 1.42735 33.7865 2.46465 31.3218 28.7445 2.57732 0.965232 0.517918 26.2085 20.3093
internal_count=2900 146 126 102 2754 2742 84 52 2658 2634 66 2568 78 2490 2471 2459 706 1753 1732 682 218 464 107 357 305 52 215 194 276 239
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 0 0 1 1 1 2 2 2 2 0 0 0 0 0 0 2 1 1 0 0 2 1 1 0
split_gain=0.268174 1.13292 0.377014 0.73056 0.499327 0.333222 0.525687 0.949786 0.31118 1.03277 0.702614 0.694333 0.931035 0.346695 0.669633 0.960875 0.56628 0.702188 1.07786 0.937742 0.515593 1.05676 0.578242 1.45713 0.493957 0.978754 0.537618 1.32348 0.50635 0.485553
threshold=0.39167988980000007 0.39388042275000007 0.48543456785000005 0.48368312325000012 0.34587287805000005 0.52366695610000014 0.51401155655000019 0.51243974730000008 0.39584144190000009 0.39971857130000005 0.4019490434500001 43.633733172900008 36.514114975300011 40.580626202750004 40.036761086100007 0.55671985870000007 0.53978922790000017 0.54191491270000014 0.54317236010000014 0.54511840960000013 0.54475913895000005 44.269496632500008 0.41640968835000008 0.41865513010000005 0.55240861050000023 0.55754318735000019 41.093509583400007 0.43625939340000008 0.42194844465000009 0.54279811980000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 -3 -7 11 -11 12 -10 14 16 -16 -12 -18 -19 -20 21 29 -23 -24 28 -26 -27 -28 -22 -15
right_child=1 5 4 -5 -6 8 -8 -9 9 10 13 -13 -14 20 15 -17 17 18 19 -21 24 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0001155362010192919 -0.0021563905523577917 -0.0020715404467859032 0.00081831638615603697 -0.00076188845154573739 0.00021996276320347037 0.00058535140794576876 -0.0024977223500180818 0.0019011360661761675 0.00056428675861961613 0.0013238267445268407 -0.0013129821532606412 8.9167785398493785e-06 -0.0022399839024319487 0.00045136364364859106 -0.0018199200153896551 0.00025816678059181731 0.0011850826240564615 -0.0017771791033115458 0.0012820865149011564 -0.00011861237246173108 0.00020918130848663979 -0.0023228925450830707 0.0020096865176338278 -0.0021748781360739575 0.0011510621214243218 0.00070811308447804122 -0.0023327457290460694 -8.0919125000505395e-06 -0.0011045586566040258 0.0014207672910156689
leaf_weight=85.477105957683307 0.91130956506822158 0.4468334631237656 5.9196652728132895 3.8110062243649727 56.921019656350836 4.1174877153243861 0.50708515744190663 0.47984830103814602 0.5985824554227287 1.7361006382852782 1.1602112043183357 1.8814510274678466 1.9000361098442224 4.7637573336251062 1.9968985458835953 1.4965887428406857 2.0259391439612982 1.2639349261298765 2.2135966002824707 10.818844241898658 1.9463982841989516 0.61952037736773391 0.66105448082089402 0.61999124816065887 3.2431529132300083 3.5040692313778008 0.99180206691380846 18.597637134411343 2.6824649348855019 3.40737634152174
leaf_count=884 56 47 30 24 435 41 25 3 11 17 19 27 62 34 18 36 13 10 15 439 24 22 4 38 21 53 32 421 22 17
internal_value=0.000112754 1.64485e-05 0.000159975 7.80859e-05 0.000276328 4.33229e-05 -0.000892708 -1.4435e-05 6.18988e-05 3.02633e-05 9.35433e-05 -0.00089074 -0.00156818 5.91007e-05 -0.000145963 -0.00092968 1.06451e-05 0.00010473 -4.83665e-05 0.0001193 0.000163918 0.000549292 -0.000767651 -1.55288e-05 3.85734e-05 0.000142396 7.43273e-07 -0.000125788 -0.000552142 0.000855607
internal_weight=226.721 74.592 152.129 89.2881 62.8407 73.6807 1.43377 0.926682 72.2469 68.1294 63.7493 4.38007 2.49862 62.0132 20.976 3.49349 17.4825 16.3223 14.2964 13.0324 41.0372 10.0717 1.90057 1.28105 30.9655 26.3367 23.0935 19.5894 4.62886 8.17113
internal_count=2900 1527 1373 908 465 1471 75 50 1396 1355 1255 100 73 1238 550 54 496 477 464 454 688 115 64 42 573 527 506 453 46 51
is_linear=0
shrinkage=0.00196078


Tree=874
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 1 2 1 1 1 1 2 2 2 2 0 0 0 1 0 0 1 2 1 2 2 1 1 2
split_gain=0.0542731 0.355558 0.670372 0.407302 0.431845 0.254741 0.181817 0.106542 0.497499 0.527063 0.638358 0.186457 0.156381 0.148713 0.103069 0.193687 0.0962381 0.0893808 0.148344 0.0733822 0.388645 0.173193 0.0921881 0.265582 0.200382 0.182444 0.285564 0.133969 0.880499 0.45078
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.34392682850000006 35.131296350900008 0.51243974730000008 0.38733870245000007 37.064694648750013 0.38991347565000006 0.39745815990000005 0.39772761295000009 0.45280081435000008 37.360990606650006 36.625813070500008 35.131296350900008 33.96174662340001 0.54384599265000022 0.56793209785000009 0.56859076075000015 0.48627286610000009 0.61532588845000014 0.6166282446500001 0.46419268885000003 40.580626202750004 0.45877368940000007 41.902916368500009 47.673928029900004 0.44286099220000008 0.43887907550000005 41.986601436450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 14 -5 -4 -7 8 13 -10 -11 -12 -9 -2 15 -1 -8 -18 -19 22 -21 -22 24 -24 27 -25 -27 28 -14 -29
right_child=7 2 5 4 -6 6 16 12 9 10 11 -13 19 -15 -16 -17 17 18 -20 20 21 -23 23 25 -26 26 -28 29 -30 -31
leaf_value=-0.007577604468850906 0.022042655119028899 0.097419059173099912 -0.051437414988626001 -0.10496135642318792 0.0017251943917337368 0.064143430231863419 0.014007076942057684 0.026981666087277492 -0.13420972424374106 0.10529242743999943 -0.10703742764980129 -0.0059250177243429965 0.0010153878002521646 -0.010508661759273216 -0.0057132623885343646 0.092678434457520997 -0.1035344110635919 0.089075930710728238 -0.10077133802998967 -0.10304565966838226 0.069830566502446609 -0.0098640328109511639 -0.035372746277093865 0.05558245246988977 -0.03237279469761515 -0.026043843547838653 0.043540273099426291 -0.0070036158570898526 -0.065884606739713386 0.034927652154941008
leaf_weight=0.36246364466205638 2.3471390497725215 1.0572183243930342 0.63678270007949356 0.77813657020851656 0.74043887897278182 0.66432986967265639 1.3071012084838001 2.2859817637217921 0.60146702115889628 0.30427958350628592 0.45147492575051729 0.30597987750843458 162.97413297853564 3.4909721424264717 0.78450878523290157 0.4114324077963829 0.14972622955428949 0.090787769295275211 0.075292760368256495 0.42836473878105552 0.31121364135469809 2.2030386093063044 0.85384973329200775 1.363670990103856 1.8288570414006233 1.1500770619604739 1.2105538443429393 5.6763865123793931 1.9913653874828003 4.6756621506428928
leaf_count=41 23 11 13 36 10 10 31 36 18 2 36 29 1737 24 8 8 28 2 150 108 7 232 31 26 34 31 13 72 26 67
internal_value=0.000830777 0.00944473 0.0291763 -0.0160855 -0.0529423 0.00450217 0.0200761 0.000518112 -0.0111674 -0.0594168 -0.0170469 -0.0661923 0.000986983 0.00257819 0.0198294 0.0457223 0.00203739 -0.0475043 0.0030085 0.000665196 -0.0150002 5.48773e-07 0.000918861 0.0149293 0.000556777 0.0264618 0.00963955 0.000900288 0.000207811 0.0119353
internal_weight=201.513 7.05822 3.98124 3.07698 1.51858 2.92402 2.28724 194.454 7.50131 1.6632 1.06173 0.757455 186.953 5.83811 1.5584 0.773896 1.62291 0.315807 0.166081 184.667 2.94262 2.51425 181.725 4.57815 177.146 3.7243 2.36063 175.318 164.965 10.352
internal_count=2900 348 245 103 46 234 221 2552 132 85 67 65 2420 47 57 49 211 180 152 2384 347 239 2037 101 1936 70 44 1902 1763 139
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 1 1 2 0 0 1 1 1 0 1 0 2 0 2 2 0 2 0 0 2 1 1 2 2
split_gain=0.05715 0.289578 0.493218 0.385966 0.0745395 0.34251 0.384063 0.389055 0.212195 0.26412 0.311535 0.533642 0.467519 0.85116 0.644261 0.158125 0.12006 0.433591 0.409615 0.273168 0.690362 0.571339 0.124578 0.159636 0.122595 0.615567 0.312281 0.145809 0.157806 0.596519
threshold=50.666627092000006 51.307674290650006 51.779769178100004 0.61532588845000014 47.833738492450003 46.177190236600005 0.37482410710000008 0.45877368940000007 48.461603274950008 0.39672464895000009 0.51017933595000009 0.39685937550000011 0.40850573335000007 0.45280081435000008 0.61802041855000012 0.41367024935000007 0.43780126340000008 41.558544840500012 0.37331217625000007 39.468990633150007 35.818873074050011 0.42314601355000009 35.131296350900008 0.41932876265000008 0.46768060835000008 40.742467179200005 0.33672644530000007 0.34307356065000005 45.027406014450008 44.421469061800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 16 -7 15 -6 -10 -11 -12 -13 -14 -15 -8 17 19 -19 20 21 22 23 -1 25 26 -18 -26 29 -29
right_child=1 2 3 -5 8 6 7 -9 9 10 11 12 13 14 -16 -17 24 18 -20 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.10351875477717974 -0.12910249750522251 0.078159671128745251 -0.13324331248693175 0.010033263648968952 0.032639973444306823 -0.12368225077791378 -0.022921364809826601 -0.088186551056656751 -0.024683788120207717 0.033356169926293588 -0.072214926641881325 0.092860561560215243 -0.11046093462644338 0.087224114429280852 -0.031415824818737045 0.043829411214016206 -0.08907828971333652 0.018681742091265278 -0.1066813679322916 0.037606735873624189 -0.12958587874595595 0.090656855371439471 -0.11378971865261799 0.09441253141557511 -0.025571770787813808 0.052276714141405584 0.0077076628439125307 0.001452189912903469 0.024079238923945034 -0.052319910091820333
leaf_weight=0.078118384725712309 0.20516845653764804 0.48395773349329807 0.32623051874361408 0.44378612656146288 2.7927360627800217 0.42205034045036827 0.73335231293458469 0.57369963684323 2.792466930113731 3.4555617896548938 0.96938953828066621 0.5906084215966988 0.59321023810480289 0.90724479313939788 0.92378414783161134 0.68765908852219582 0.57677537784911626 0.38326412206515648 0.81460990290361224 1.347779272124171 0.43662807424698258 0.53224607621086761 0.23698987034731545 0.085177516448311508 2.0595108452835111 2.2050534668378532 0.78993337539668573 169.44689496762396 2.9616035818180526 2.0884792677970827
leaf_count=38 22 11 81 17 33 23 35 34 20 28 21 7 22 13 44 7 16 11 137 26 29 6 7 3 22 38 36 2003 58 52
internal_value=0.0007505 -0.0189681 -0.000948532 -0.0506683 0.000894733 0.000383834 -0.0370175 -0.0186806 0.00820852 0.00154033 0.0113833 -0.00767388 0.0130786 -0.00635844 0.0273683 0.00938082 0.00087497 -0.0164501 -0.066571 0.00564775 -0.0258122 0.0227765 -0.0674815 -0.000274918 0.0012515 0.0195935 -0.0331377 0.000880443 0.00119265 0.000797503
internal_weight=200.944 1.45914 1.25397 0.770017 199.485 186.46 2.41676 1.99471 13.025 10.2323 7.4398 3.98424 3.01485 2.42424 1.83103 1.42101 184.043 3.91481 1.19787 2.71694 1.36916 0.932532 0.400286 0.163296 180.128 3.57176 1.36671 176.556 174.497 171.535
internal_count=2900 131 109 98 2769 2581 99 76 188 155 135 107 86 79 57 42 2482 257 148 109 83 54 48 41 2225 90 52 2135 2113 2055
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 2 0 0 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 2 0 2 2
split_gain=0.0501841 0.413095 0.790804 0.515255 0.34439 0.997545 1.87563 0.391342 0.358075 0.355979 0.470561 1.37097 0.984615 0.938103 1.2077 1.17638 0.275881 0.260726 1.23593 0.358771 1.49163 0.297925 0.795504 0.236995 0.801684 1.27379 0.613137 0.234159 0.493657 0.660504
threshold=0.48077901860000011 0.3447052483500001 0.34494476210000008 0.34515433670000012 0.35319301815000009 0.34587287805000005 42.131954243650007 0.47727612945000003 0.4622167001000001 0.34569324270000007 0.47778509625000004 0.34536391125000004 0.34536391125000004 0.3447651268000001 0.34494476210000008 0.34521421515000011 0.48101853240000009 0.34542378970000004 0.34545372890000009 0.34581299960000006 0.34587287805000005 0.34632196640000007 0.34692075085000007 0.49588335680000006 0.35675578575000005 0.36106703390000006 42.049402686800001 0.47577916830000005 41.902916368500009 43.673409002000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 9 -7 8 -6 10 12 13 27 -12 -15 -16 -5 -18 -19 -20 -21 -22 -23 26 -25 -26 -24 -1 -29 -30
right_child=1 2 3 16 7 6 -8 -9 -10 -11 11 -13 -14 14 15 -17 17 18 19 20 21 22 23 24 25 -27 -28 28 29 -31
leaf_value=0.0053317757375315371 0.046842364750772691 -0.058937487509738797 0.047038271667338177 0.033277963571257625 -0.061516460910396267 0.020252227323211608 -0.11913711912844067 0.056731980009701921 0.024252646794220303 0.033840193816482587 -0.049528262396872025 -0.076763317905402972 0.059412138068291834 0.072225870251823018 -0.055739252313182677 0.033549347026193985 -0.027402118003707301 0.11770108281515056 -0.022577406206030107 0.091629007758294717 -0.0230243593683047 0.051061016710868962 0.0099035929233566855 0.040792907357697694 -0.088529102471541346 0.00063151589005191501 -0.050409147365487628 0.0025178733171155282 -0.081073893376427245 0.0058099283258118486
leaf_weight=19.739765354780051 1.9979120211792167 2.163751143962144 2.493112437427043 2.622229002416133 0.72240688983856616 1.8404421190207352 2.0302899934758898 2.0727973952889442 1.4921945995156418 2.8981118332594624 2.9985229508602051 3.0567858909489578 2.9559992606227743 2.6057531563565117 2.8489962914027274 3.0608088802546263 3.2612154334783545 0.90466383844613929 6.4501553103327742 1.8138680011034001 5.2534412071108809 3.1286252476274958 3.6180577313061795 4.8539561065845183 1.6289055608212937 98.188339657007077 3.155674649606226 6.8367666075937432 2.0174711467116144 1.5450832611895746
leaf_count=386 14 14 11 12 53 18 29 16 21 22 23 37 38 13 30 23 21 4 35 7 24 15 32 38 13 1829 38 37 36 11
internal_value=0.000673528 0.0016932 0.00104674 0.00199156 -0.00178412 -0.00393335 -0.0528608 0.0255035 -0.00372539 -0.000187901 -0.00225683 -0.017231 0.0043359 -0.00142622 0.0155116 -0.00949486 0.00115891 0.000522093 0.00122806 0.000405451 0.00162415 0.000261706 0.00132942 -6.67071e-05 0.00110641 -0.000823485 -0.0181943 -0.0010659 -0.0132098 -0.0433923
internal_weight=200.256 141.534 139.536 137.372 58.7222 54.4348 3.87073 4.2874 2.2146 50.5641 47.666 14.5709 33.0951 11.5141 8.51556 5.90981 134.879 132.257 128.996 128.091 121.641 119.827 114.574 111.445 104.671 99.8172 6.77373 30.1391 10.3993 3.56255
internal_count=2900 2107 2093 2079 793 703 47 90 74 656 634 126 508 89 66 53 2068 2056 2035 2031 1996 1989 1965 1950 1880 1842 70 470 84 47
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 1 2 2 2 2 0 1 1 2 0 1 2 1 2 1 2 1 1 2 0 1 1 2
split_gain=0.0489731 0.147912 0.379881 0.261755 0.220183 0.0682316 0.155863 0.567912 0.234068 0.142761 0.343941 0.372277 1.01263 0.788634 0.627826 0.258191 0.253267 0.222074 1.07096 0.837 0.292902 0.226462 0.191026 0.749175 0.8845 0.693669 0.181103 0.745923 0.266253 0.152459
threshold=50.666627092000006 52.932444045400004 0.5810754169000002 0.61532588845000014 52.337596613600006 49.49736495185001 48.988717865950008 0.31100865245000009 48.680511450650009 45.154229826150008 44.758188263300006 44.157169339850007 0.47760546090000006 0.34608245260000009 0.41367024935000007 43.874475754150005 0.48607826115000008 0.41640968835000008 47.001379125850008 0.43967246490000006 47.480720532750006 0.36501901140000009 43.542456167850005 0.34527409360000011 0.3979222179000001 43.411469133450005 0.58626987215000004 0.47536001915000009 0.49242537650000007 42.564639561200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 6 8 -8 9 10 11 15 -13 -14 -15 22 -17 18 -11 -19 -21 -20 25 -24 -25 26 29 -28 -29 -1
right_child=1 3 4 -5 -6 -7 7 -9 -10 17 -12 12 13 14 -16 16 -18 19 21 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0017045035197991772 0.066823215114239845 -0.14023160437487822 -0.11830136918944754 0.014692360028124456 0.018733183507774556 0.018344396562743333 0.017331058979844657 -0.075582417310797026 0.023011386453895527 -0.11474659091706968 0.040133963098752085 -0.13379461063522541 0.053907969350521751 -0.13740451163980225 0.0022836728099498087 0.00066842406207728508 0.040517926352197101 0.080912869863471348 -0.033519438073807875 -0.052064304085737749 0.014321348779820709 0.02231410178218772 0.038983446713334563 -0.088594056556231426 0.015005162752694205 0.053887566729887926 -0.11261374815042056 0.037152779775461386 -0.10170434415910604 -0.0072270482244500313
leaf_weight=137.22013048131021 0.47962704843666759 0.22839020145511313 0.27162700580083765 0.20872616063570604 0.20631144952494651 2.180019752966472 1.4993759272620075 1.1720968040026489 4.6661842335015526 1.073742272768867 2.2088525493163607 0.76344400726520634 1.2596630305051806 0.55712170968763508 0.7615833763993578 3.1557961797370799 3.2245248182443902 1.044490293832496 1.1685402075527238 1.5910205777472586 1.1414377437904475 1.9201553517486898 1.5297174295192224 1.9733175546862187 1.4150873943581244 2.4336811875309641 0.69840258746171358 1.005343548732071 0.16007618447304128 22.204290514320746
leaf_count=1488 32 48 34 6 11 66 9 36 33 73 33 28 5 13 31 32 34 12 15 41 28 40 16 25 25 33 79 42 260 272
internal_value=0.000619119 -0.018054 0.00394881 -0.0662543 -0.0591477 0.000750631 0.000554792 -0.0234343 0.000886541 0.000338886 0.000915927 0.000430248 -0.0326322 -0.00267842 -0.0567313 0.00106154 0.0208078 -0.0127852 -0.0287165 0.00477217 -0.0243328 0.00119071 0.000314457 -0.0191042 -0.0453283 0.000897784 9.82207e-05 -0.0308929 0.0180801 0.000460536
internal_weight=199.423 1.39468 0.957566 0.437116 0.477938 198.028 195.848 2.67147 193.177 188.51 180.571 178.362 3.34181 2.57837 1.31871 175.02 6.38032 7.93939 4.16244 3.77695 2.73246 3.0887 168.64 4.91812 3.3884 163.722 161.288 1.86382 1.16542 159.424
internal_count=2900 131 77 54 45 2769 2703 45 2658 2625 2416 2383 77 49 44 2306 66 209 128 81 69 55 2240 66 50 2174 2141 381 302 1760
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 0 1 1 1 1 2 0 0 0 2 2 0 0 0 2 1 1 2 0 1 0 0 0 2
split_gain=0.222101 0.600313 0.622089 0.36366 0.497033 0.857356 0.763173 0.567663 0.563211 2.33341 0.598019 0.556464 0.635189 0.359599 1.15257 0.522078 1.66345 1.31133 0.676115 0.548683 0.641242 0.87583 0.384379 0.317454 0.798135 0.573299 0.289661 0.882936 0.620138 0.429547
threshold=0.39167988980000007 0.39458399450000009 0.53136133645000017 0.39513787010000007 0.53484925600000011 43.968221017800005 0.52468488970000016 0.39772761295000009 0.40621538280000008 0.41753240920000007 0.39971857130000005 44.215931556700006 0.53136133645000017 0.54017843775000018 0.54095685760000012 40.580626202750004 40.380906245900007 0.54475913895000005 0.54422023290000021 0.57507260265000015 38.386256906100009 0.44751654140000008 0.49091344570000006 38.938637541200009 0.56704889075000009 0.42067602765000006 0.48181192180000004 0.48218616210000004 0.48140774230000011 42.428475018400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 -2 -3 5 6 -5 -8 10 -10 -6 -7 -13 -11 -15 16 18 -17 -16 20 21 -20 -21 -22 25 -25 28 -28 -1 -29
right_child=1 3 -4 4 8 11 7 -9 9 13 -12 12 -14 14 15 17 -18 -19 19 22 23 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=8.2430926133602637e-05 -0.0021610466858701448 0.0010309318107340343 4.0333594279165844e-05 0.00017523992659157085 -7.052587895521206e-05 0.0014790447887987968 -0.00066125917865382153 -0.002283752869604621 -0.0022742276712549351 -0.00065099638033974184 0.0011796629020609537 -0.002033926249899445 0.00042996853133835865 0.0020080490500661908 -0.0011080191874529826 0.0012215556965176947 -0.0029391858698983643 6.8868680319144747e-05 -0.0019291448456349983 -0.0021329893781040178 0.00098818279229014863 0.00046263099210882631 0.00031838754121589962 0.00060122926408657758 0.0011492802930310635 -0.00070760267437318099 0.0012354012565583775 8.6191652191986522e-05 -0.0010835949882605014 0.00041674363782768213
leaf_weight=71.758247258901974 0.98366140387952217 1.3948481563711528 0.9905221238732338 1.5659823528403629 2.555853897065389 1.1077776681631806 1.6318639123346659 1.6852202012087216 1.6569321682472935 2.4185223338427013 3.4657919654855505 0.55614534722553832 1.4539123559370635 1.2171162329614151 2.0825233950745377 4.3598948772996655 0.81382435234991035 29.257051933262119 1.1679023103133652 0.68942184617844648 2.6984226033091527 1.1867486880328213 0.38228837867336551 2.0841128341853619 2.4055155040696263 3.3628212087787688 3.1942506879568091 51.987416514544748 1.7975326906889666 21.309860589564778
leaf_count=824 58 12 20 38 30 11 42 50 54 24 30 76 14 6 16 22 15 545 64 130 15 26 161 12 17 39 11 355 13 170
internal_value=9.85974e-05 1.00306e-05 -0.00105653 3.96033e-05 1.97947e-05 -0.000440058 -0.000952944 -0.00148556 7.93246e-05 1.78267e-05 0.000649027 0.000363211 -0.000251745 8.7992e-05 0.000122557 7.71053e-05 -0.000204323 0.000218365 -6.57345e-05 8.95596e-05 0.000201511 -0.000723685 -0.00125856 0.000407989 0.00020861 -0.000206816 0.000141789 0.000226271 5.3936e-05 0.000182294
internal_weight=223.222 73.1747 1.97418 71.2005 69.8056 8.0009 4.88307 3.31708 61.8047 55.7831 6.02165 3.11784 2.01006 54.1262 51.7076 50.4905 16.8736 33.6169 16.0598 13.9772 12.9055 2.35465 1.07171 10.5509 7.85245 5.44693 150.047 76.4915 73.5558 73.2973
internal_count=2900 1527 78 1449 1437 231 130 92 1206 1146 60 101 90 1092 1068 1062 495 567 480 464 173 90 291 83 68 51 1373 536 837 525
is_linear=0
shrinkage=0.00196078


Tree=879
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 1 2 0 0 2 1 2 0 1 2 1 1 1 0 2 2 0 1 1 1 0 2 1 1
split_gain=0.0487853 0.718761 0.308355 0.552603 0.32582 0.319134 0.300487 0.217665 0.506487 0.258967 0.119493 0.165373 0.122243 0.256277 0.795085 0.252911 0.514403 0.295749 1.33721 0.164057 0.149606 0.318472 0.905014 0.662286 0.566534 0.253181 0.592411 0.213821 0.48187 1.29053
threshold=49.275256100300005 49.49736495185001 0.39672464895000009 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.48363821445000005 52.932444045400004 0.5810754169000002 0.66697104880000013 48.680511450650009 0.31123319660000009 45.673096293200011 0.39614083410000006 0.36501901140000009 47.001379125850008 0.37668033890000002 0.43967246490000006 0.41808628485000005 0.58859016195000013 44.758188263300006 44.157169339850007 0.47760546090000006 0.34608245260000009 0.41367024935000007 0.35877668335000007 0.55411514625000013 43.19689381845 0.34632196640000007 0.35675578575000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 -5 -6 -7 8 -8 -10 12 -12 20 -14 -15 17 -17 18 -16 -18 21 27 -23 -24 -25 -22 -27 -1 -29 -30
right_child=1 2 3 4 5 6 7 -9 9 -11 11 -13 13 14 15 16 19 -19 -20 -21 25 22 23 24 -26 26 -28 28 29 -31
leaf_value=-0.00014272007111933309 -0.14054936055544032 -0.11558142122016823 0.098162301327330878 -0.10806197104238627 0.1106458812390093 -0.1025236910533896 0.091830663994567352 -0.059581563940010795 -0.067212652867928976 0.046610187367231631 0.034363165211388935 0.0021397155274923666 0.04587526654156493 -0.12470921382917502 -0.11533331747209036 0.083571332152914124 -0.0340108295967868 -0.074955087383864763 0.10812069559063944 0.017517123444314355 0.053120133914441661 -0.13049348376730024 0.050054031453493221 -0.1333123332641675 0.0020483431603242155 -0.053403021616277718 0.057078989074901443 -0.0085681948962074411 0.088016749138217665 0.005909609791323104
leaf_weight=156.97361397306372 0.3829167399235297 0.2042021453380588 0.59705802053213153 0.29098917976807603 0.25117456912994418 0.29347869609773658 0.63090579584240891 0.39721156485029485 0.55190048913937062 0.31339140521595255 2.4934689179062834 4.4084521482000127 0.66465185023844142 0.64179687964497123 0.51215792511357017 0.74262439087033305 1.395516872755252 0.95650944627413981 0.56132231000810862 1.1088424522022249 1.4593573328165796 0.70865716143452973 1.2257068157196047 0.51935180148575433 0.7641375579405576 1.042160158511251 0.90835198495187786 7.2877651716189602 2.4813435897231093 8.3766437874801323
leaf_count=2086 22 3 3 27 1 73 6 19 33 32 11 45 4 27 37 7 39 21 3 38 20 28 5 13 31 34 12 89 12 119
internal_value=0.000636338 -0.0104189 0.00369577 0.0110186 -0.00804653 0.00389057 -0.00837079 0.00622293 0.0236927 -0.0259883 0.000857928 0.0137811 0.00038432 -0.0130019 -0.0196136 -0.00683165 0.0104784 -0.0345192 0.00151068 -0.0111961 0.00086921 0.000472486 -0.0307019 -0.00251842 -0.0527241 0.021618 -0.00195164 0.00104532 0.0113227 0.0246733
internal_weight=199.146 3.91323 3.53031 3.32611 2.72905 2.43806 2.18689 1.89341 1.4962 0.865292 195.232 6.90192 188.331 6.58342 5.91877 5.27697 3.24698 2.02999 1.07348 2.50436 181.747 178.337 3.21785 2.5092 1.28349 3.40987 1.95051 175.119 18.1458 10.858
internal_count=2900 219 197 194 191 164 163 90 71 65 2681 56 2625 176 172 145 84 61 40 77 2449 2383 77 49 44 66 46 2306 220 131
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 2 2 2 0 0 1 2 0 0 2 1 1 1 2 1 0 0 0 1 2 1 2 0 2
split_gain=0.049471 0.151935 0.294246 0.273103 0.147399 0.205041 0.764652 0.355082 0.238096 0.719413 0.656301 0.411259 0.110591 0.143476 0.107699 0.33152 1.03091 0.146372 0.141726 0.0762553 0.789328 0.315872 0.531892 0.43205 0.464697 0.340239 0.224947 0.210079 0.177404 0.171987
threshold=0.42646926740000007 0.32272985840000007 0.33672644530000007 0.4447920721000001 48.919835655300012 48.680511450650009 48.461603274950008 48.315732392000008 35.818873074050011 0.41155953415000007 0.42314601355000009 0.30560462260000004 35.131296350900008 0.41932876265000008 0.46768060835000008 42.131954243650007 0.33960061075000009 0.34307356065000005 0.34392682850000006 38.592454371550012 0.36000419150000007 0.56369569775000017 0.54679500610000009 0.55041765215000005 0.44751654140000008 38.318569170500005 0.49091344570000006 33.151194885250007 0.62406814170000013 38.771633980050005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 8 10 11 12 -10 13 -1 15 16 -4 -16 -19 20 -20 22 25 -24 -25 -22 27 -23 -28 -21
right_child=1 2 14 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 17 -17 -18 18 19 29 21 26 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.10321401828012088 0.025932319633591008 0.0099237149773150849 0.10580386771864923 -0.088707658804806036 -0.026238143037587966 0.034751244277706241 -0.15561118122560974 0.074849295603968385 -0.1023456470577179 -0.13106701993233863 0.11362816492980915 0.053356995237680928 -0.11248644461914958 0.092371723775523717 -0.025527331117989618 0.054333855569266704 -0.098732306948132509 0.027669996102845058 0.052990374242678134 -0.030850768165746407 0.00083395045271102196 0.039310369771358517 0.10828010789755248 -0.033969427004994314 0.081742139766699362 -0.042597245479571957 0.091744189639883136 -0.10943910163263396 -0.10325633753296991 0.00014691724507292142
leaf_weight=0.071836168038771908 2.3911998448893419 0.46673573739826568 0.39892709255218439 0.70445334688702133 2.6650633118115366 1.4301203489303587 0.32727839052677143 0.59016937762498844 0.2231574506840841 0.51750354526302544 0.44025668501853943 0.70733265677699819 0.21897169601288624 0.078482860117219388 2.1188779154326758 1.3646957050368653 0.64459864476793882 1.9575971104204644 3.098918856354433 1.8110275549552159 17.330738951226532 0.11308636276089501 0.77558013999077902 0.81256924858826074 0.6058395627187565 2.0133128092857069 0.14933032930639456 0.59184643961589245 0.067853031676690989 153.6488855804173
leaf_count=38 23 6 4 45 22 6 3 2 91 52 2 28 7 3 19 28 50 12 26 19 207 46 7 42 8 21 27 98 95 1863
internal_value=0.00057548 0.000883554 0.000566095 -0.0494016 -0.00752096 0.00331103 -0.0108507 0.00578618 -0.0122684 -0.0365511 0.0311647 0.0160152 -0.0671456 -0.00109702 0.000878204 0.0218894 -0.0205406 0.000604834 0.000907446 0.000618027 0.00567988 -0.000847738 0.00160606 0.0482683 0.015454 -0.00368633 -0.0581616 -0.0855765 0.0308216 -0.00021419
internal_weight=198.336 191.066 188.675 1.17119 7.27017 4.60511 3.17499 2.84771 2.25754 1.44799 0.809547 0.93049 0.369291 0.150319 187.504 2.40822 1.04353 185.095 182.977 181.019 25.5591 22.4602 21.538 2.19399 1.41841 19.3441 0.922116 0.704933 0.217183 155.46
internal_count=2900 2646 2623 51 254 232 226 223 221 171 50 119 48 41 2572 82 54 2490 2471 2459 577 551 285 57 50 228 266 144 122 1882
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 1 0 2 2 2 0 0 0 0 2 2 1 2 1 2 2 2 0 2 1 2 2 1
split_gain=0.18322 1.03617 0.367615 0.494735 0.46387 0.879467 0.329952 0.657917 0.549595 0.407666 2.03771 0.821252 0.959828 2.35457 0.356737 0.477975 0.327665 0.862275 1.175 0.549183 0.51278 0.419045 0.594129 0.381159 0.284117 0.487543 1.1897 2.67586 1.08615 1.71535
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.52511900840000014 0.51401155655000019 0.51243974730000008 0.48543456785000005 0.34587287805000005 0.48368312325000012 43.124157941850008 42.674081447500008 43.45354240915001 0.5089817670000002 0.53321756835000012 0.48181192180000004 0.48140774230000011 42.37975859965001 40.982542372850013 0.35877668335000007 39.749124837650008 0.37982395740000008 39.211875820650008 38.771633980050005 37.797539186950011 0.48119816770000007 42.178283198950005 0.34560342505000002 40.79983011445001 42.686561923500008 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 5 -3 8 -8 14 10 16 -11 -13 -14 15 24 17 19 -19 21 -21 22 23 -9 25 26 -1 -28 29 -27
right_child=1 2 3 -5 -6 -7 7 9 -10 11 -12 12 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=2.1035530657734671e-05 -0.0021394723520015181 -0.0020769584674966827 0.0016991209948367409 4.8979269642092041e-05 -0.0025103118867328472 0.0017972084335811857 0.00086912364978469 0.00025415362188993974 -0.00066281273248395233 0.0014239189091067722 -0.0014421341580515405 0.00090962998043118894 -0.0026177061538652513 0.00072982190241217631 0.00043872279750575106 -0.00093908909482668887 0.00074332721524192932 0.00021022521403601905 -0.0015165226684550291 0.0003014280808897218 0.0013377824218428606 -0.00042497271424176672 0.00095665185412329486 -0.00046061951332507017 0.00073313702738339907 -0.00016847410210034944 -0.00098741657055001811 0.0015647193216777548 3.7583194975019124e-05 -0.0025415758178753208
leaf_weight=32.021364937054386 0.84397926891688158 0.44727994113782077 0.70560967057099233 69.697491149817779 0.4810319654570776 0.45388885773718357 5.9600881314836434 13.983797661028811 3.8388349110609843 2.8958462178707105 3.0486098639667025 3.4381851807702333 1.3130918794777247 2.0994550075847656 10.239494040608404 1.8390416866168369 4.1065329164266577 3.6459851637482634 2.5923461890779436 4.1867378661409012 3.2686583455651999 4.0815366040915242 3.8640685006976119 3.6085004303604356 2.4239850220037615 3.5784984113561249 2.1724620760733151 5.7866588402539492 23.129016776038043 1.7407025699503718
leaf_count=331 56 47 17 1379 25 3 30 107 24 15 27 25 49 15 47 13 19 19 32 41 17 26 16 27 12 56 54 32 306 33
internal_value=0.0001012 2.04627e-05 4.5857e-05 6.55177e-05 -0.00095557 -0.000125669 0.000140591 0.000249716 6.25005e-05 0.000183949 0.000107354 0.000548486 0.000178436 -0.000558252 9.60748e-05 4.78087e-05 0.000216352 0.000161191 -0.000507327 0.000287594 0.000755795 0.00015091 0.000260457 0.000107541 7.34245e-05 5.00551e-05 0.000189666 0.000868107 -0.000146151 -0.000945069
internal_weight=221.493 72.6293 71.7853 70.4031 1.3822 0.901169 148.863 62.0934 86.7701 56.1334 46.3868 9.74658 6.85073 3.41255 82.9312 72.6917 43.3382 39.2316 6.23833 32.9933 7.4554 25.5379 21.4564 17.5923 70.8527 68.4287 39.9805 7.95912 28.4482 5.3192
internal_count=2900 1527 1471 1396 75 50 1373 465 908 435 331 104 89 64 884 837 304 285 51 234 58 176 150 134 824 812 417 86 395 89
is_linear=0
shrinkage=0.00196078


Tree=882
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 1 2 0 0 2 2 0 1 0 0 0 1 1 1 1 2 1 2 0 2 0 2 2 0
split_gain=0.314562 0.600944 0.435783 1.20097 0.95365 0.883247 1.37141 1.29972 0.855153 0.843876 0.506863 0.817362 0.597488 0.572015 0.784635 0.484442 0.337541 1.35623 0.958548 1.35761 0.713664 0.737756 0.625345 0.759289 0.636512 0.769544 0.60793 0.603633 0.67248 1.22694
threshold=41.621607100200002 41.726652433350004 0.39584144190000009 0.53592706805000012 0.52682554415000016 0.53905571685000009 0.41917906650000009 38.994321257850011 0.52898116820000018 0.57944372925000021 40.823855932350007 40.036761086100007 0.54511840960000013 0.4355408521000001 0.54910032635000017 0.62143349005000015 0.48140774230000011 0.36000419150000007 0.34632196640000007 0.3453339720000001 0.36501901140000009 40.08085804200001 0.38906020780000011 39.268993001500007 0.52266399210000014 39.134693790050008 0.47997065955000012 41.395309858300003 39.039757512550004 0.47778509625000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 8 16 -5 7 -7 -4 10 11 12 -8 14 -14 -11 26 18 19 -18 -19 22 23 -22 -24 -26 27 28 29 -1
right_child=1 -3 3 5 -6 6 9 -9 -10 15 -12 -13 13 -15 -16 -17 17 20 -20 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00012049255698545123 -0.0010315995187073989 3.8477352507456152e-05 -0.00024135409327129899 0.0012405721619827453 0.0011118164725294852 3.3132838166293246e-06 0.0009324268613054344 -0.0023868496838642173 -0.0022731723790206525 -0.002190446065937636 0.00064341688374402778 -0.00064054054661771105 0.00011545020334003501 0.00032208836269184395 -0.0021223290302170516 0.00011501484798650113 0.0010608701745431796 -0.00079118833944712727 0.0013821414045685279 -0.00025939717152091159 0.00025008206552899645 -0.00067281784766887946 -0.00076382845699650231 0.0012220663482207807 -0.00045938870877787751 0.0010914817184646472 -0.0005817855473057099 0.001015132943588577 -0.00017215847141307234 0.001936293746141198
leaf_weight=6.8262481758229168 2.0589485291784504 100.79886178745437 1.7614110724534833 2.4001285992562762 4.5625411374494425 1.8130539254198113 4.0308304019272425 1.6900380395818499 1.4536632994422687 0.89917722897871388 8.0340572912245971 4.8180279326625159 1.5238916911184772 6.9118603595152308 0.99623215793690167 0.57418179662954572 6.080562464892866 3.4502427912666489 5.7937047202140084 5.8997673280537128 11.788707681000238 3.6210502712056032 3.7071823049336654 4.1875123418867579 2.4730410227784887 2.4475126583129168 5.1370503641664973 2.8028978114016345 16.804591910098679 1.8100663423538206
leaf_count=149 33 1408 49 14 28 31 24 21 40 155 47 39 10 104 59 172 27 25 41 31 78 39 24 21 32 11 32 20 125 11
internal_value=9.72685e-05 1.70572e-05 0.000163643 -1.50121e-05 0.000239091 9.42525e-05 6.32673e-06 -0.0011498 -0.00116002 0.000152073 0.000232925 5.25218e-05 0.000300553 3.05165e-05 -0.000769168 -0.00129199 0.000191019 0.00029386 0.000727354 0.000410699 5.06118e-05 0.000153514 0.000275128 0.000504848 -0.000150251 0.000312023 3.86728e-05 0.000151523 5.63769e-05 0.000501062
internal_weight=227.157 102.858 124.299 36.9066 87.3927 33.6915 31.2914 3.50309 3.21507 27.7883 26.3149 18.2808 13.4628 9.43198 2.52012 1.47336 82.8301 49.4493 17.774 11.9803 31.6752 28.225 24.604 15.9762 8.62774 4.92055 33.3809 28.2438 25.4409 8.63631
internal_count=2900 1441 1459 765 694 676 662 52 89 610 283 236 197 173 69 327 666 329 99 58 230 205 166 99 67 43 337 305 285 160
is_linear=0
shrinkage=0.00196078


Tree=883
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 0 2 0 0 1 2 2 2 1 1 2 1 0 0 0 0 0 0 1 0 1 0 0 2
split_gain=0.18009 0.71522 0.598522 0.578832 0.565048 0.417227 1.49103 1.298 1.45666 1.11068 0.954442 0.864696 1.06527 1.05786 1.03103 1.42057 0.813804 0.810308 0.80871 0.87895 0.868995 2.07213 1.2203 1.14512 1.26956 0.712379 0.688396 1.09355 1.15022 1.20703
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 42.027086531450003 0.47997065955000012 0.48015029490000011 43.968221017800005 0.47905751325000007 0.48101853240000009 0.34566330350000002 42.773538294100007 42.686561923500008 43.022303514600004 0.3447052483500001 0.34632196640000007 44.157169339850007 0.34587287805000005 0.48414718120000005 0.48851830785000006 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.50300889195000009 0.35675578575000005 0.47440196400000006 0.36927038110000004 0.52511900840000014 0.53136133645000017 44.086690780350004
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 11 -8 -11 12 -2 -13 25 -16 -9 -12 -19 -20 -21 -22 -23 -24 -25 -15 -26 -28 29 -29
right_child=5 2 3 -5 -6 6 9 16 -10 10 17 13 -14 14 15 -17 -18 18 19 20 21 22 23 24 26 -27 27 28 -30 -31
leaf_value=0.00013700940072557569 -0.00046811789587945812 -0.0022019860161718655 0.0015699382887120956 -0.0011493456824035483 0.00073566011242144071 0.0021435373539530496 -0.0014175443268406901 0.0014221931758807869 -0.0027813926557591459 0.00092846976562732544 -0.001284113577831314 -0.0029000989811687559 0.0013371127618531256 -0.00068329504526510156 -0.0025815311768153382 0.00043577539055433855 4.3237040760696772e-05 0.0011837560239077532 -0.0016676395635708476 0.0013722754192026659 -0.0022793923500045877 0.0019577111235148438 -0.0013193313789842465 0.0021454467915237633 -0.0012528074397668728 0.0021507897379237605 0.00089227648350868709 -0.0024731288618395895 7.5689566418333189e-05 0.00023888059318977669
leaf_weight=132.0914812490546 4.2370847653946857 0.89270702791964085 0.48770484086708144 0.78596191526662551 6.3533103254594598 1.3704389669001091 1.8572509922087181 1.9347626352682699 1.114656863734125 5.1430314821191123 1.7122494168579567 0.9510417313867946 1.7867379160015842 0.6613916867063383 1.4625760352937507 1.0170874844770876 11.002781311268334 2.4598223995417348 1.1436620721360657 1.8957314714789379 1.4609270994551469 1.3116323128342617 2.2624233020469537 1.1499205441214133 1.48883448075503 0.70390322431921959 5.7299452466249923 1.455300036468546 26.978040850512116 1.1138728864752918
leaf_count=1258 66 104 8 252 46 6 13 12 17 24 11 30 14 50 40 17 123 11 17 7 16 4 30 7 24 3 97 39 510 44
internal_value=0.000104171 0.000146989 -0.000970933 -0.000108094 0.000164482 3.1986e-05 0.000122387 -0.000180762 -0.000647137 7.39314e-05 0.000124018 -0.000427266 6.73351e-05 -0.00104849 -0.000590498 -0.00134392 0.000249455 4.15391e-05 8.83883e-05 2.98018e-05 7.30893e-05 1.57469e-05 9.65624e-05 3.58047e-05 0.000116665 0.00077787 5.32113e-05 0.00010833 -4.36964e-05 -0.00129733
internal_weight=224.016 140.611 2.16637 1.27367 138.445 83.4051 58.5331 24.872 11.9345 57.1626 55.3054 10.8198 6.02382 4.796 3.84496 2.47966 12.9375 50.1624 48.4501 45.9903 44.8466 42.9509 41.49 40.1783 37.9159 1.36529 36.766 35.2772 29.5472 2.56917
internal_count=2900 1668 364 260 1304 1232 860 372 237 854 841 220 80 140 110 57 135 817 806 795 778 771 755 751 721 53 714 690 593 83
is_linear=0
shrinkage=0.00196078


Tree=884
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 2 0 0 0 1 2 2 2 2 1 1 1 1 0 0 0 0 0 0 2 2 0 0 1
split_gain=0.18829 0.605663 0.666045 0.56031 0.535661 0.442484 1.62773 1.56762 1.51381 1.05696 0.924717 0.900388 0.894434 1.15386 1.1404 0.944763 1.39236 0.823385 0.600504 0.576115 0.55563 0.739769 1.03647 1.65048 0.619361 1.38302 3.1601 1.90712 1.1017 1.25227
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 42.027086531450003 0.47997065955000012 43.968221017800005 0.47905751325000007 0.48015029490000011 0.48101853240000009 0.34566330350000002 44.157169339850007 42.773538294100007 42.686561923500008 43.022303514600004 0.3447052483500001 0.34632196640000007 0.34587287805000005 0.34479506600000004 0.47440196400000006 0.48414718120000005 0.48851830785000006 0.49128768600000011 0.49588335680000006 0.52511900840000014 43.45354240915001 43.812290675100009 0.5089817670000002 0.53136133645000017 0.40621538280000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 12 -7 -10 -11 -8 13 18 -14 19 -17 -12 -2 -16 -19 -22 -23 -24 25 -25 -27 -28 29 -26
right_child=5 2 3 -5 -6 8 11 -9 9 10 17 -13 14 -15 15 16 -18 20 -20 -21 21 22 23 24 28 26 27 -29 -30 -31
leaf_value=0.000140507205635189 0.0003772538618575998 -0.0022089521817210541 0.0015621525971965537 -0.0010378873525900285 0.00072400740340402029 0.0021388125238401756 0.0014699945790616173 -0.0028357982591087315 -0.0013789139671940389 0.00091664720442190999 -0.001296080007816564 7.0311080620403879e-05 -0.0029727728684535654 0.0013593033440302191 -0.00049662223002580174 -0.0025530992527980478 0.00038093543607425288 0.0010005519403986365 -0.0011305214086549332 0.0020420378980980799 -0.001529348800171036 0.0014754297116848824 -0.0020801778416806578 0.00095691255451453322 -0.0023829458603290919 -0.0041195488043919148 0.0015397727796317583 -0.0017224823202376326 6.020374580754475e-05 0.00031807004957410203
leaf_weight=131.96226203684 1.7046446878375734 0.86598529906495914 0.53080972196767084 0.79730685068170715 6.3393619689304606 1.4039075579494227 2.0931178136961526 1.1940477974712838 1.8527367990463961 5.1677553589688605 1.6985386013984669 11.339944100865976 0.98773865724797349 1.7862140486831775 0.73488362504576821 1.4828379022656011 1.0709630791097877 2.4610276231542221 2.5122301052324474 0.6456243135035038 1.1204668372520235 1.9675888121128071 1.3920003232196894 7.676243912894277 1.5718206018209486 0.74208373948931727 1.9646102128317582 1.0610886514696174 28.157909910765738 1.1375445719313573
leaf_count=1258 25 104 8 252 46 6 12 17 13 24 11 123 30 14 50 40 17 11 41 3 17 7 16 49 52 11 31 66 511 35
internal_value=0.000106979 0.000151038 -0.000871076 1.2733e-06 0.000167253 3.40915e-05 -0.000181654 -0.000702677 0.000126938 7.8216e-05 0.000126323 0.000288407 -0.000469541 3.84736e-05 -0.00108913 -0.000616229 -0.00132268 4.6163e-05 -0.000521013 0.000690637 9.24522e-05 4.469e-05 8.33066e-05 2.06312e-05 8.97457e-05 0.000479358 -0.00049358 0.000395726 -5.4703e-05 -0.00124891
internal_weight=225.423 140.496 2.1941 1.32812 138.302 84.9276 25.5522 12.1192 59.3753 57.9714 56.1187 13.4331 10.9251 6.00309 4.92205 3.93431 2.5538 50.9509 4.21687 1.38051 49.2524 46.7914 45.6709 43.7033 42.3113 11.444 3.76778 3.0257 30.8673 2.70937
internal_count=2900 1668 364 260 1304 1232 372 237 860 854 841 135 220 80 140 110 57 817 66 53 806 795 778 771 755 157 108 97 598 87
is_linear=0
shrinkage=0.00196078


Tree=885
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 0 2 2 0 2 1 2 2 0 1 2 0 0 2 1 1 0 0 0 1 0 0 1 0
split_gain=0.238636 1.24618 0.940885 1.88671 1.40051 0.719486 0.810341 0.477955 1.17329 1.3374 0.915976 0.820406 0.937756 1.4614 1.33867 1.29166 1.17726 1.07844 0.897187 0.588681 0.758408 0.883708 0.844431 0.779354 1.40853 0.691761 2.35937 0.564549 0.477321 0.813896
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 43.368902217050007 0.38398550940000004 0.51929582950000019 42.599563320500003 43.19689381845 0.56859076075000015 42.871500973550006 0.38906020780000011 41.840895355800008 41.621607100200002 0.57357564145000006 0.42019700010000005 42.406961525800007 0.52215502530000013 0.57944372925000021 38.238138001450004 0.39513787010000007 0.41917906650000009 0.53592706805000012 0.54317236010000014 0.54475913895000005 0.4211999641000001 0.55671985870000007 0.62143349005000015 0.3982365797500001 0.54191491270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 -7 11 9 10 -9 -8 13 17 15 -14 -16 -13 19 -19 -21 22 -22 -23 -25 -26 -27 -20 29 -10
right_child=2 -3 5 4 -6 6 7 8 28 -11 -12 12 14 -15 16 -17 -18 18 27 20 21 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00013542725766671108 0.0011409459701276178 0.0011805054341993218 0.00079977720968150859 -0.0021621029882122325 0.00023435978436713571 -0.0010371894286568427 0.0010366304052714314 -0.0029913159237129295 -0.0013674799816038605 0.00069680868599627621 -0.00070781359895118494 -0.0015654523144414761 7.621811547593029e-06 -0.0018585247927350975 -0.002377874339870066 0.0015669347610510035 0.00057454103730652281 -0.00035119939962910483 -0.0021867348784941967 0.00085224826111515294 -0.0016318017727667425 -0.00065023270156311657 -7.3989695088886052e-05 0.0017009339684055931 0.0011158005477052331 -0.0011148881971369767 0.00053401473836961542 0.00011981410764712585 0.0001640009696763412 0.00048581836845114514
leaf_weight=120.35745284522 1.5423043845221389 4.5526908896863452 5.2264436157420269 2.9022169574163854 1.3849947387352584 2.5533511405956224 3.9549837894737712 1.3989971298724446 2.2128885372076215 1.0745661298678895 1.3056968823075292 1.5144960717298079 3.2764731184579414 1.568650648172478 0.95136888578417655 5.422565246000886 1.1432044858811421 7.1475362926285007 1.0376334114116605 6.8718946197768664 1.8300093682482828 2.9261193759739426 4.9739795345813036 2.9007924050092724 2.9370119031518724 4.586792869493368 12.237621310749089 0.67232013371813071 17.871191701909993 1.5485922473017124
leaf_count=1107 11 34 34 43 25 86 19 24 38 38 21 14 44 32 40 29 16 208 157 42 39 16 36 11 14 37 93 172 387 33
internal_value=0.000115604 0.000173518 4.6691e-05 -0.000718862 -0.00138792 9.17039e-05 5.23006e-05 8.27481e-05 -0.000145724 -0.00115374 -0.00188895 0.000170779 0.000115544 4.828e-06 0.000640783 0.000979623 -0.000766465 6.37154e-05 0.000114989 0.000166379 0.000260597 0.000135081 -0.000492981 0.000302084 0.000425046 0.000237758 8.4479e-05 -0.00127985 3.03775e-05 -0.000604482
internal_weight=229.885 124.91 104.975 5.82952 4.28721 99.1452 93.9187 91.3654 25.4119 3.77926 2.70469 65.9535 61.9985 51.2049 10.7936 8.69904 2.09457 49.6362 48.1217 46.4118 39.2642 32.3923 6.80399 25.5883 22.6622 19.7614 16.8244 1.70995 21.6327 3.76148
internal_count=2900 1141 1759 79 68 1680 1646 1560 541 83 45 1019 1000 871 129 73 56 839 825 496 288 246 75 171 155 144 130 329 458 71
is_linear=0
shrinkage=0.00196078


Tree=886
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 1 0 1 1 1 1 2 0 0 1 0 0 0 1 0 2 0 0 1 2 0 2 2 2 1
split_gain=0.19171 1.169 1.12975 1.99668 1.21065 0.713386 1.01578 0.512142 0.484032 0.592167 0.411179 0.328969 0.487274 0.912758 0.672675 0.333923 0.920478 0.802294 0.860565 0.625945 0.558655 0.516865 0.597885 0.51103 0.93786 1.36999 0.657821 0.608209 0.402917 0.389161
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 0.37482410710000008 0.38398550940000004 0.51243974730000008 0.36543816055000006 0.38733870245000007 0.38906020780000011 0.36597706655000006 41.792045663550006 0.48543456785000005 0.48320409570000006 0.36000419150000007 0.48181192180000004 0.48101853240000009 0.48041974790000003 0.34608245260000009 0.47976108500000009 40.79983011445001 0.47943175355000006 0.47778509625000004 0.34500464060000008 39.945535567850008 0.45006137540000007 39.268993001500007 38.318569170500005 40.21994457600001 0.33263974130000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -4 -7 11 -8 -10 -9 12 13 15 -14 16 17 18 19 21 -20 22 23 24 26 -26 27 29 -24 -1
right_child=2 -3 5 4 -6 6 8 10 9 -11 -12 -13 14 -15 -16 -17 -18 -19 20 -21 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00047239161314073118 0.0011220195631911054 0.0011396042415245749 0.00080329399549136551 -0.0025496433237270776 -0.00046519746684621082 -0.0021263764383864553 -0.00087368138506407423 -1.7015201755743784e-05 0.00081372010069878295 5.7543637995278096e-05 -0.0013696795825633116 3.4790938368533583e-05 0.00093904584796703904 -0.00097109524815451663 6.692672134612527e-06 0.00068434949319213915 -0.00096724759527207389 0.0012279746619578739 0.00031097431651857778 -0.00098037596898049905 0.0021936768350926559 0.00095740162400401977 -2.8812583607635896e-06 0.00073126571892530919 0.00064287521489667771 -0.0017141292815689491 0.0013681115972581212 -0.00093037609727097774 -0.0010196966344359875 0.00075597552042110095
leaf_weight=1.3612696776254027 1.5344548169523466 4.4810532443225375 5.1344774458557358 2.0962256733328104 2.1909434588160366 0.8156417062273239 2.0343025601468971 1.9382407106459134 4.1825363077223292 82.877514758209145 1.5588814032380467 55.784779542140313 7.8591328449547273 2.6275048361858344 4.7874207571148872 5.2185017466545096 2.6132538691163054 2.8933154214173546 1.1891516984633193 2.0862712375819674 1.2355542788282035 2.6457294523715964 3.116679321974515 5.3454371797834019 1.5684154956834384 2.3972165654413402 1.9610934667289255 1.7150054480880497 2.8853303752839565 3.6513331715996173
leaf_count=64 11 34 34 37 31 62 20 11 22 1542 33 570 58 17 29 24 14 15 43 13 7 12 20 38 25 25 9 15 29 36
internal_value=0.000104195 0.000156846 4.10755e-05 -0.0007974 -0.00148439 9.24335e-05 5.18384e-05 0.000119025 7.17796e-05 9.38718e-05 -0.000619981 0.000141908 0.000246452 0.000149951 0.000586099 0.000220278 0.000154228 0.000240293 0.000148579 5.39193e-05 0.00127034 0.000134896 4.42305e-05 0.000222934 8.20407e-06 -0.000781929 0.000368831 7.75411e-05 -0.000491692 0.000422389
internal_weight=221.787 120.921 100.866 5.82162 4.28717 95.0445 89.91 116.44 89.0944 87.0601 3.49712 112.942 57.1576 44.5111 12.6466 41.8836 36.6651 34.0518 31.1585 28.7338 2.42471 26.6475 24.0018 17.9998 12.6543 3.96563 8.6887 6.72761 6.00201 5.0126
internal_count=2900 1141 1759 79 68 1680 1646 1107 1584 1564 44 1063 493 406 87 389 365 351 336 286 50 273 261 212 174 50 124 115 49 100
is_linear=0
shrinkage=0.00196078


Tree=887
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 0 2 1 2 0 0 0 0 2 0 0 2 0 1 2 1 1 2 1 1 0 2 0 0 2
split_gain=0.0556945 0.272402 0.233245 0.193034 0.186603 0.278789 0.132891 0.814296 0.78666 0.142453 0.417155 0.192788 0.53282 0.337114 0.16872 0.146723 0.118843 0.463874 0.661743 0.505961 0.443531 0.886518 0.558491 0.486156 0.445638 0.427925 0.216342 0.20975 0.184589 0.175818
threshold=0.39672464895000009 0.31063441215000004 0.31123319660000009 0.31123319660000009 48.680511450650009 0.37331217625000007 48.988717865950008 0.36106703390000006 48.852845034800005 0.61802041855000012 0.66697104880000013 0.55671985870000007 0.48119816770000007 50.264779514000004 0.61532588845000014 0.57995269605000022 44.157169339850007 0.47727612945000003 0.34506451900000007 44.921040431000009 0.41367024935000007 0.39167988980000007 47.001379125850008 0.34587287805000005 0.41865513010000005 0.58859016195000013 43.874475754150005 0.61299062905000012 0.48041974790000003 43.542456167850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 -1 8 -8 16 11 -11 12 -9 -13 15 -15 26 19 -19 -18 21 22 23 -20 -22 -26 29 -27 -28 -5
right_child=1 3 -4 6 -6 -7 7 9 -10 10 -12 13 -14 14 -16 -17 17 18 20 -21 24 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=0.016429866929565926 0.063382478136199169 -0.045543851419316543 -0.050732381873842616 0.0014181858859393332 0.018217049513482169 -0.11754975967452899 -0.1590271047360351 0.10644891952825922 0.056141321862506477 -0.11486493195560415 0.040067807348251917 0.066571317016047321 -0.10794395270999668 0.021789025109343871 0.045196726735807713 -0.062837848709178065 0.0024668701524355663 0.094347357727522632 0.0067548843066151361 -0.1261285261385274 0.076159495922283105 -0.11623381801857768 0.033831209137247589 -0.085293166241779766 -0.055311695091891128 0.038231675373284271 0.039145977096857111 -0.01169598919807442 0.0047242317209562337 -0.017759844409898778
leaf_weight=0.34606229886412609 0.70359621939132821 0.88517880928702553 1.0629183880955677 164.85455872011164 2.1663602394983172 0.28176158126734663 0.36598332189168958 0.16438734531402666 2.6113117067143312 0.37274974805768568 0.32557578467822168 0.94006730202818323 0.39317264468809299 0.30597889627097152 0.36764361523091793 0.6200017923838459 0.56759018660522886 0.66776213981211086 1.0945625305175766 0.66376680106623098 0.88983220094814885 0.95981288820621546 1.7201467286795376 1.2059555042069403 1.1062933286884797 1.9113406948745253 2.7541260607540599 1.5031865253113208 3.586814620270161 4.9230488240136756
leaf_count=11 20 14 29 2071 15 91 9 1 20 22 40 19 64 23 5 41 14 5 5 30 12 49 25 40 40 21 15 54 37 58
internal_value=0.00103842 0.00127205 -0.0108618 0.00104882 0.00430517 -0.043699 0.00126045 -0.0171204 0.00163145 -0.00223732 -0.0426316 0.00786868 -0.0447338 0.020999 -0.0121181 -0.0348739 0.000875957 -0.00863137 -0.00214867 -0.0668529 -0.00834976 -0.0298835 -0.00926998 -0.0414977 0.0114719 -0.00126049 0.00153942 0.0162519 0.019675 0.00086208
internal_weight=200.322 196.464 3.8571 195.761 2.79418 0.627824 194.876 3.85556 191.02 3.48958 0.698326 2.79125 0.55756 2.23369 1.29362 0.925981 188.409 12.2902 11.0589 1.23136 10.3911 4.98048 4.02066 2.30052 5.41065 4.52082 176.119 3.41453 6.34094 169.778
internal_count=2900 2754 146 2734 117 102 2720 224 2496 215 62 153 65 88 69 64 2476 295 251 44 246 119 70 45 127 115 2181 75 52 2129
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 2 0 0 1 0 1 1 1 1 1 2 2 0 1 2 0 0 0 1 2 2 1 2 1
split_gain=0.0500271 0.342938 0.595787 0.832636 0.274115 0.741867 1.54212 0.352172 0.3045 0.300441 0.417344 1.14393 0.781912 0.746307 1.01045 0.925376 0.232898 1.53313 3.50693 1.41713 1.13574 0.879637 2.13164 1.27091 1.80957 0.717226 1.31164 1.21485 0.585037 0.740094
threshold=0.48077901860000011 0.3447052483500001 0.34494476210000008 0.34503457980000002 0.35319301815000009 0.34587287805000005 42.131954243650007 0.47727612945000003 0.4622167001000001 0.34569324270000007 0.47778509625000004 0.34536391125000004 0.34536391125000004 0.3447651268000001 0.34494476210000008 0.34521421515000011 41.872669623500009 41.322103772800006 0.48661716715000009 0.34988473400000003 41.289992964000007 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.35165114815000004 41.21013581150001 41.134354310300004 0.34545372890000009 41.061442884200012 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 9 -7 8 -6 10 12 13 -1 -12 -15 -16 17 20 -19 -20 25 -18 -23 -24 -25 26 27 -5 29 -29
right_child=1 2 3 16 7 6 -8 -9 -10 -11 11 -13 -14 14 15 -17 21 18 19 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00071292030665280354 0.043404062302700414 -0.049739283855578104 0.084037448196188608 -0.095080266552738935 -0.061532976434665432 0.018417135299995249 -0.11063176832115951 0.054195262528979209 0.020759491070699427 0.031053534083113704 -0.04424604499302609 -0.070495182475008134 0.053667123891785573 0.066903722358103296 -0.049313718783493804 0.029636298998336294 0.027469046176943863 -0.13627605032930867 0.080128375046541467 -0.02672673351382698 0.085351338931449736 -0.10608651639956988 0.10328725138275685 -0.1225570099928637 0.004502547719335657 -0.060494994154025122 0.076626623154875464 0.040227466395414038 -0.059003071666250323 0.00042174477098500185
leaf_weight=29.726577315193481 1.9674748886609439 2.2449385412037364 1.2319592237472523 1.3110874593257893 0.65303514266861329 1.8375000788510072 1.8667302549729354 1.9465698199346659 1.4436702348903052 2.8911102360580108 3.0383821441209866 3.0670622665202236 2.9022527174674897 2.4988313680514675 2.8993197060190141 3.0425918330438435 14.649750676908296 2.6925151608884317 1.6179352849721906 5.3292900604774331 1.640018669982054 1.8465231035661407 1.2449439540505398 1.1565139368176449 36.383289275774587 1.8370131097872207 2.3259505146415895 5.0819786419160655 1.5270034575223679 57.736364751069914
leaf_count=470 14 14 4 11 53 18 29 16 21 22 23 37 38 13 30 23 78 19 6 93 7 19 4 8 802 21 15 36 16 940
internal_value=0.000934266 0.00194496 0.00136172 0.00219536 -0.0015451 -0.0034333 -0.0466165 0.0235654 -0.00487114 -0.000238313 -0.00215603 -0.016243 0.00412405 -0.00174755 0.0135505 -0.00888688 0.00145606 -0.00195577 -0.0393908 -0.00184131 0.00309415 0.00646133 -0.00111308 0.00388466 0.000588139 0.00116197 0.00282806 0.000213668 0.00215536 0.00364201
internal_weight=199.638 141.825 139.857 137.612 57.8136 53.7704 3.70423 4.04328 2.09671 50.0661 47.175 14.5462 32.6288 11.4791 8.44074 5.94191 136.38 81.0992 9.63974 6.94723 71.4594 55.281 40.6313 38.7847 37.5398 69.8194 67.9824 65.6564 64.3453 62.8183
internal_count=2900 2107 2093 2079 793 703 47 90 74 656 634 126 508 89 66 53 2075 1164 118 99 1046 911 833 814 810 1039 1018 1003 992 976
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 0 2 0 2 0 0 1 1 2 1 1 0 1
split_gain=0.0511417 0.327912 0.272285 0.561521 0.402515 0.159533 0.190101 0.167163 0.375362 0.787689 0.311465 0.267174 0.243096 0.149998 0.498538 0.347147 0.137276 1.01667 0.628407 0.717933 0.792767 0.928712 0.873358 1.33253 0.812914 0.755363 0.480972 0.152661 0.265975 0.68147
threshold=0.47727612945000003 0.34524415440000006 0.35675578575000005 0.47706655490000011 0.35814795965000007 0.47778509625000004 0.3453339720000001 0.47886290830000006 0.34518427590000006 0.34608245260000009 0.34458549145000011 0.47905751325000007 0.3447052483500001 0.47577916830000005 0.34500464060000008 0.3447052483500001 0.35585760905000008 0.48543456785000005 40.621691032550004 0.47997065955000012 42.487106141350004 0.48607826115000008 0.48218616210000004 0.34569324270000007 0.34566330350000002 42.898324343550009 0.3453339720000001 0.35877668335000007 0.50041914915000019 0.36501901140000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 -4 6 -2 8 -7 -10 -9 -12 -13 15 -15 -1 18 -18 26 -20 21 22 23 -21 -22 -26 -14 -19 29 -29
right_child=5 2 4 -5 -6 7 -8 10 9 -11 11 12 16 14 -16 -17 17 27 19 20 24 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00053452576943968948 0.0018947651693288739 -0.11099189935990446 0.060078115204620114 -0.015192055325289614 -0.033402732434894153 0.0040525786410822119 0.033078061180509696 -0.039645226404189132 -0.10478872062562944 0.010883039575838888 0.043440751091309696 0.045580138327636514 0.066020234979181525 -0.03949512334273949 0.021925194783442879 0.040268934082355302 -0.087469791546167991 0.028939077695296564 -0.037703217816317254 -0.042704722619440798 0.05324507903816849 0.024485629128592732 -0.054268819105308411 0.036951035799170688 0.035608245472207804 -0.019647335015657543 0.013381143644629147 0.0098111848450270905 0.0010669091054229987 -0.057890207927686954
leaf_weight=16.814868578521793 4.5344092659652224 0.9250235142367268 0.72989291027715797 1.8071199418045578 1.2485120250712496 3.8261666565667829 3.4366489723324776 1.8192118430742983 1.172130416845903 1.1827493621967731 1.53842233121395 1.2440554648637761 2.6876571290194979 3.0783574216402476 2.3155926547478884 2.5295433561896052 1.3373704060795706 1.8265314532909531 4.3530042413622132 4.1470400858670491 5.4817085899412623 6.1147121489047995 5.278954502195119 4.2547952756285667 4.5134498029947263 5.4752394929528236 4.9013015991076827 3.3062509745359412 94.278936318357069 2.7017556505161338
leaf_count=351 23 71 10 16 55 35 18 17 27 13 10 6 17 33 15 29 20 15 32 27 23 33 31 15 19 35 42 22 1793 47
internal_value=0.000860264 -0.0029861 -0.0271682 -0.0476271 0.00108516 0.00152888 0.0153392 0.000847003 -0.0152803 -0.046692 0.00148904 0.00197674 0.0015568 0.00161853 -0.0131277 0.00573034 0.00119328 -0.000845825 0.00566176 0.000612201 0.00534162 -0.00791287 -0.0223936 -0.00236604 0.0223017 0.00532023 0.0320235 0.000288681 -0.00023313 -0.0206336
internal_weight=198.861 29.4489 4.71055 2.73214 1.9784 169.413 7.97106 161.441 6.18105 2.35488 155.26 153.441 151.903 24.7384 5.39395 19.3444 150.659 103.451 47.2079 39.6189 35.2659 19.7955 13.6808 8.40184 15.4704 9.98869 7.58896 102.113 100.287 6.00801
internal_count=2900 580 152 87 65 2320 41 2279 75 40 2204 2187 2177 428 48 380 2171 1897 274 215 183 106 73 42 77 54 59 1877 1862 69
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 2 1 0 1 2 1 1 2 1 0 1 2 0 0 2 1 2 0 0 1 0 0 1 2
split_gain=0.217871 0.867772 0.488131 0.579814 0.551077 0.45301 0.569472 0.373337 1.19656 0.554104 0.353108 0.331435 0.530292 1.45171 0.323304 1.01118 0.281058 0.263449 0.725412 0.53551 0.489562 0.40414 0.355204 0.284909 0.657816 0.431354 1.50091 1.00232 0.580691 0.547316
threshold=0.54511840960000013 0.54317236010000014 0.42829556000000008 41.986601436450009 49.39887334565001 40.878805547300004 38.771633980050005 0.41865513010000005 0.54017843775000018 0.4211999641000001 40.621691032550004 0.41753240920000007 0.40621538280000008 43.968221017800005 0.39971857130000005 0.53592706805000012 0.50663153795000015 38.386256906100009 0.55892039160000018 0.56369569775000017 38.938637541200009 0.49091344570000006 33.151194885250007 0.55411514625000013 0.55892039160000018 0.46208197360000008 0.56501302355000016 0.56501302355000016 0.43706775245000007 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 6 -2 11 9 -9 -3 12 14 -14 15 -1 17 18 -4 -20 -19 22 -21 -22 -25 26 28 -27 -26 -28
right_child=2 10 16 4 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 20 19 21 23 -23 -24 24 25 27 29 -29 -30 -31
leaf_value=0.00012452136642633263 0.00035057463348042999 0.00032960403214606098 -0.0024766371525325953 -0.0021485928975177684 0.0002984575783686818 0.0003712879726275366 -0.001468911310854428 4.1121547049057009e-05 0.00016769403067461543 -0.0023785653352417185 0.0012131848223167828 0.00081926867383827235 -0.0024077297380338271 0.0007693054295061202 0.00065976050453645451 -0.0012353512142341497 -0.00076265721066258484 0.0011215758869770214 0.0010993861354472779 0.00099997334848632912 -0.00059764315681521286 0.0010495987156675388 -0.0021577775391155309 0.00097354221141362162 -0.0003142570418128259 0.0018102195919477975 0.00076886987312578265 8.3114419021800429e-05 -0.0017120141937870532 -7.9566189069800455e-05
leaf_weight=154.22061939644664 1.0994394368171918 3.2340969531796864 0.55989085341570843 1.2713710736716164 0.49026390645303752 2.8437660448253155 1.6597686368040738 0.50281249359249969 4.6150924460962415 1.3166410775229449 3.7612330777337775 2.5525325080379835 1.1250373355796903 1.0874483103398231 4.1611009076004839 2.131349317089188 1.5147439610891513 1.8702010209672142 0.98053468903526697 0.17002342187151931 2.1632486012531436 0.31405245144378569 0.70419469588887296 3.2394490612205145 2.0412473790347638 1.5765901114791612 4.3553754198364905 7.1545056143659167 2.5960190296173096 8.8897769229952228
leaf_count=1521 29 21 25 49 26 18 23 5 28 84 23 15 22 29 43 23 319 21 11 44 19 27 93 25 14 7 35 178 27 96
internal_value=9.68937e-05 0.000127734 -2.42505e-05 -0.000486393 -0.00146758 -0.000177899 -0.000743915 0.000100156 -0.000363214 -0.00170988 0.000804686 0.000118196 0.000107198 -0.0008462 0.00012034 0.000105984 6.50103e-05 9.92504e-05 -0.000486865 2.68068e-05 0.000146447 -0.000858262 -0.00154364 8.94859e-05 0.000139278 3.77293e-05 -0.000136699 0.000394981 -0.00109674 0.000199423
internal_weight=224.202 178.708 45.4945 7.36461 1.76163 5.60297 2.75921 171.713 6.43455 1.81945 6.99533 165.278 162.726 2.21249 160.513 156.352 38.1299 36.6151 2.7287 2.16881 33.8864 1.18827 0.874218 32.0162 29.853 26.6135 17.8824 8.7311 4.63727 13.2452
internal_count=2900 1814 1086 145 75 70 52 1770 117 89 44 1653 1638 51 1587 1544 941 622 200 175 422 164 137 401 382 357 172 185 41 131
is_linear=0
shrinkage=0.00196078


Tree=891
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 1 1 2 0 0 0 0 1 1 0 2 0 2 1 2 0 0 0 2 2 0 2 1 0
split_gain=0.0646025 0.642499 0.389703 0.345564 0.6641 0.597611 1.9925 0.532655 0.530366 0.33225 1.07936 0.532278 1.18268 0.468604 0.541101 0.458871 1.15408 1.28868 1.36472 1.09448 0.75058 0.631597 0.693106 1.21652 0.530077 1.40049 0.816489 0.546402 0.722124 0.887815
threshold=42.178283198950005 42.027086531450003 0.34988473400000003 42.487106141350004 42.564639561200003 0.48851830785000006 0.34545372890000009 0.34988473400000003 42.654057868200006 0.55754318735000019 0.56793209785000009 0.54191491270000014 0.53592706805000012 0.44805544745000009 0.43706775245000007 0.47997065955000012 43.968221017800005 0.47715637260000004 42.773538294100007 0.34458549145000011 44.157169339850007 0.48041974790000003 0.48119816770000007 0.48140774230000011 42.773538294100007 43.124157941850008 0.48414718120000005 43.45354240915001 0.34566330350000002 0.53136133645000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -2 -7 -6 11 -11 12 15 14 -12 16 17 18 -10 -20 -18 -17 -23 -24 -25 -26 -27 -28 -29 -30
right_child=3 2 -4 4 8 7 -8 -9 9 10 13 -13 -14 -15 -16 21 20 -19 19 -21 -22 22 23 24 25 26 27 28 29 -31
leaf_value=0.00066114807405407913 0.014226616833012471 0.013838989037994791 0.06687984999546652 0.03757285096119363 -0.049683463482563528 0.050103272347800987 -0.14523370892482215 -0.01931739664608112 0.068804902351572203 -0.12173331660103584 0.017002756080521372 0.040002976616566356 -0.082518096014264172 0.0043418941493727527 -0.11714099633499542 0.065024120082323569 0.071097642648292533 -0.094778468821038908 0.0096029303502833657 -0.12366616014672721 -7.5211817280134894e-05 -0.066617754080106159 0.10757538420148074 0.047648940405434555 -0.053175283361453565 -0.080817222367155786 0.056402388444665531 0.11168090105518534 -0.021761142307812571 0.045184542722006199
leaf_weight=120.25286521642136 1.8149356704598161 3.5166770123032611 2.2854097507879487 4.6161256037776175 2.2268981883316874 1.5205779224634168 1.3789671080885453 4.0467655944466969 1.5307899072504394 0.89645068731624533 0.50792330940021002 3.6609546232357379 1.6586314223532088 6.7681664610954613 0.73706086602760479 2.0910143703222301 1.75003935600398 2.7032015325967222 1.3498889217189574 1.1338548627754788 9.6644546066381718 1.1926543861627603 1.2464949289569656 2.6248094092588898 3.9196055780921624 0.83870308846235175 3.2514372654259196 0.63655222090892394 5.7334172033315536 3.026743660448119
leaf_count=1613 32 27 28 44 33 5 22 62 12 34 16 49 26 253 29 8 12 34 60 60 123 7 6 17 44 6 24 4 184 26
internal_value=0.000861223 0.00222935 0.0347315 -0.00151663 0.00104198 -0.0201386 -0.0546204 -0.000356911 -0.00180894 6.39739e-05 -0.0176714 0.00335505 0.000330033 -0.00602975 -0.0624136 0.00354865 -0.00851739 -0.0414032 -0.00546284 -0.0512358 0.0108368 0.0124563 0.00756451 0.0117225 0.00575787 -0.000559098 0.0147324 0.0210684 0.00884214 0.00136942
internal_weight=198.582 126.055 5.80209 72.5271 63.7659 8.76125 3.1939 5.56734 59.1497 56.9228 8.9096 48.0132 44.3523 8.01315 1.24498 42.6937 18.1322 6.71774 4.01453 2.48374 11.4145 24.5614 22.4704 21.2778 20.0313 17.4065 13.4869 12.6482 9.39671 8.76016
internal_count=2900 1668 55 1232 1111 121 54 67 1067 1034 332 702 653 298 45 627 301 166 132 120 135 326 318 311 305 288 244 238 214 210
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 1 1 2 0 1 2 1 1 0 1 0 0 0 2 1 1 0 2 0 2 0 2 1 2
split_gain=0.0528602 0.53023 0.335667 0.285313 0.54547 0.505938 1.76344 0.441018 0.425883 0.291585 0.28624 1.40623 0.973696 0.597885 0.804915 0.636522 0.336383 0.742273 0.725834 1.20371 0.764139 0.389853 0.391751 0.385935 0.305088 0.977042 1.06456 1.17952 0.938603 0.616974
threshold=42.178283198950005 42.027086531450003 0.34988473400000003 42.487106141350004 42.564639561200003 0.48851830785000006 0.34545372890000009 0.34988473400000003 42.654057868200006 0.53839705400000015 0.38398550940000004 42.871500973550006 0.37982395740000008 0.3982365797500001 0.54191491270000014 0.39904493880000008 0.55754318735000019 0.56793209785000009 0.54191491270000014 43.874475754150005 0.41865513010000005 0.44805544745000009 0.58388970390000006 44.157169339850007 0.47997065955000012 43.968221017800005 0.47715637260000004 42.718072821900002 0.3447651268000001 44.157169339850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -2 -7 -6 -9 12 -12 24 14 -13 -15 18 -18 19 -17 -21 22 -19 -22 25 26 27 -10 -29 -27
right_child=3 2 -4 4 8 7 -8 9 10 -11 11 13 -14 15 -16 16 17 21 -20 20 23 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.00059515650134535098 0.012789289455203294 0.012503268768000862 0.062244140384564522 0.034258175238431977 -0.044389533783478388 0.046474801523729313 -0.14004912270617578 -0.054731840389634134 0.093815516871824212 0.0018762055396162305 -0.13526471548400151 -0.079221125507743698 0.082657207291080129 0.095419948847941222 0.024928589623691103 -0.13731291581354765 -0.1210637722792402 -0.11445771924490951 0.062751955500187168 0.049233136412907025 0.021241908823677175 0.0042538370096801862 0.0018819340199625022 -0.10885249553346402 0.01118195567564445 0.065815430256196961 -0.087041549213899658 0.0010598286546176945 -0.12257608717174553 0.00052630792433991131
leaf_weight=120.2293366814539 1.8169077605562036 3.5038371800546875 2.213936468004249 4.5596024391379606 2.2423756423522709 1.4776793271303175 1.2915271213278172 1.3771821563132105 0.92362232171581427 2.6819623490464437 0.85399840709760866 2.1239861719950599 1.5551026763860125 0.73034745082259078 1.1405064083519389 0.61258424399420563 0.5918701335322093 0.60198088246397652 2.2504887288960163 2.1458874915406345 0.3736644648015498 6.7418103476284159 0.55747768719447777 0.58509118331676291 17.511114230524981 1.7039497938822012 2.6519462857395411 2.0624690397598902 0.87434146022133052 9.6128617885115073
leaf_count=1613 32 27 28 44 33 5 22 22 4 40 29 59 13 3 33 14 21 28 24 42 8 243 14 61 143 12 34 67 60 122
internal_value=0.000776472 0.00201012 0.0317631 -0.00139198 0.000945455 -0.0184274 -0.0507137 -0.000301427 -0.00165334 -0.0173297 5.16804e-05 -0.00981284 0.0052144 -0.00400781 -0.0428346 0.00433582 -0.000264394 -0.0130491 0.0179305 -0.00920531 0.0160719 -0.00495789 -0.0585206 -0.0581496 0.00180664 -0.00740142 -0.0382605 -0.00475009 -0.0357488 0.0103568
internal_weight=197.599 125.947 5.71777 71.6523 63.0071 8.64526 3.10843 5.53682 58.4475 4.05914 56.2051 19.3097 36.8954 18.4557 3.26449 15.1912 14.4609 8.49314 5.96772 3.71723 3.10464 7.90127 1.15946 0.958756 35.3403 17.8292 6.51238 3.86043 2.93681 11.3168
internal_count=2900 1668 55 1232 1111 121 54 67 1067 62 1034 579 455 550 92 458 455 306 149 125 111 285 42 69 442 299 165 131 127 134
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 1 1 0 0 0 0 2 0 1 1 1 1 0 0 0 0 2 0 2 0 0 1 1 0 1
split_gain=0.339223 0.509083 0.935745 0.345917 0.989129 0.575728 0.736718 0.551732 0.536821 1.07273 0.63904 0.928655 0.966578 0.552924 0.780488 0.512383 0.496918 0.435094 0.866415 0.417763 0.681989 0.556031 1.38743 0.856228 0.410822 0.532163 0.284982 0.305724 0.656354 1.88514
threshold=0.52428071015000011 0.52646627350000019 0.39024280710000009 0.52266399210000014 39.134693790050008 0.38906020780000011 0.39024280710000009 0.51929582950000019 0.51017933595000009 0.51589772760000019 0.50300889195000009 39.344049039350004 0.50482021495000018 0.37308763210000007 0.36543816055000006 0.37982395740000008 0.39167988980000007 0.51401155655000019 0.51243974730000008 0.48543456785000005 0.48368312325000012 41.468518788800004 0.48851830785000006 38.441102963850007 0.48181192180000004 0.48140774230000011 0.50663153795000015 0.41917906650000009 0.54317236010000014 0.40367054880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 7 -7 8 10 15 13 -12 -13 14 19 -10 -8 18 -18 20 24 22 -21 -24 25 -1 27 28 -3 -30
right_child=1 26 -4 4 -6 6 16 -9 9 -11 11 12 -14 -15 -16 -17 17 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=9.0066206616061365e-05 0.00033285748175894073 1.7337626715310831e-06 -0.0022543853669224033 -0.0003348133735975426 0.0012915455879081489 -0.0014306045136358513 0.00074430541996991736 0.00090840444374964263 -0.00047370074971363039 -0.0016526558854946796 -0.00041283439990325238 0.002012857664860989 0.00043229792554742109 0.0011138523190252654 -0.00085252493946448007 0.00080664335162838278 -0.0020805879557411265 -0.0025383164327527335 0.0017790807962002873 0.0016225736480466239 -0.00075056865290319469 0.0001096436665789422 0.00071284651143103755 -0.00077443923170248633 0.00048261667160750307 -0.00098238833372885103 -0.0007987354361293469 0.00012549956976593658 0.00034117196593661387 -0.0024146094676656626
leaf_weight=69.888550565634432 1.0903534444514655 19.598001307749659 1.0599017431304671 2.4446502099744967 3.4906356354767922 2.0135284299030891 1.840027407044545 3.7126081421738482 2.7328703231178215 1.8842061064206062 2.1457468587905151 2.536264730617404 3.597625027410686 2.1694027613848439 3.1201593535661223 2.1448667868971825 0.43152997220022349 0.40090485411201371 0.46408187784254551 3.9762935303151625 3.6538345462759017 13.419201005250214 3.885559125803411 2.412014352157712 10.239883083850144 1.8253388255834568 1.5824443138008053 52.25631894324124 2.149660755472723 1.7163611368669078
leaf_count=817 13 234 53 20 38 16 12 27 34 23 18 25 33 14 30 13 52 18 3 19 23 65 27 27 47 12 319 762 47 59
internal_value=0.00010153 -1.37519e-06 -0.000942444 0.000158139 0.000621674 0.000138274 -0.000505011 0.000163119 0.000141774 -0.000396094 0.000171375 0.00069744 0.00108583 0.000133365 0.000114444 8.92996e-05 8.91816e-05 -0.000840576 -8.06118e-05 0.000142048 7.82745e-05 0.000372472 0.000715765 0.000143206 0.000115228 6.27689e-05 2.48016e-05 4.20123e-05 -0.000143921 -0.000882286
internal_weight=223.883 79.453 2.15026 144.43 5.93529 138.494 5.15007 133.344 129.632 6.76194 122.87 8.27964 6.13389 114.59 112.421 4.87774 3.13654 1.29652 0.895612 109.301 85.6076 23.6931 10.2739 6.29757 81.9538 71.7139 77.3028 75.7203 23.464 3.86602
internal_count=2900 1487 66 1413 58 1355 101 1254 1227 70 1157 76 58 1081 1067 47 85 73 55 1037 899 138 73 54 876 829 1421 1102 340 106
is_linear=0
shrinkage=0.00196078


Tree=894
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 0 0 0 1 0 0 2 0 2 0 0 0 1 1 0 2 2 1 1 1 1 1 1 1 2
split_gain=0.206299 0.261264 0.381099 0.142242 0.471548 1.1642 1.39339 0.933097 2.15728 1.32285 1.21504 0.755999 0.619344 0.439136 0.482543 0.624739 0.498452 0.595835 0.514982 0.473353 0.348526 0.320252 0.265034 1.15222 1.05207 0.692406 0.589881 0.409771 0.431508 0.374748
threshold=0.50064369330000014 50.666627092000006 48.315732392000008 42.599563320500003 43.19689381845 0.52511900840000014 0.54317236010000014 0.50356276755000018 0.34632196640000007 0.48101853240000009 0.47715637260000004 43.245737185650007 0.47670728420000003 42.487106141350004 0.57944372925000021 0.58388970390000006 0.58626987215000004 0.47536001915000009 0.47976108500000009 0.49811382890000006 37.272044000450002 42.96395231715001 0.34632196640000007 0.34560342505000002 0.35585760905000008 0.36000419150000007 0.36195024100000012 0.34479506600000004 0.31810424840000007 43.933728833200007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 5 7 -7 8 9 10 12 -6 21 14 -1 -16 -17 -18 -19 -15 -20 -5 23 27 -24 -26 -27 28 -13 -28
right_child=1 -3 -4 4 11 6 -8 -9 -10 -11 -12 22 -14 19 15 16 17 18 20 -21 -22 -23 24 -25 25 26 29 -29 -30 -31
leaf_value=0.00013346465474571841 -0.0015677805830337458 -0.0020953135688227373 0.00038427955847827124 -0.00098253981885587367 0.0015375977334178858 -0.0029706793551200401 -0.00041245110995697802 0.0011567831926850253 -0.0017434331901481353 0.0010185777310678856 -0.0015122567170863684 0.0001079742581937871 0.0016247352723832871 0.00010804998871218101 -0.0028101059566112314 0.0016219178473178991 -0.0021592592961550989 0.0016768488112905728 0.00074769255614524389 0.0011962927230568885 -0.0021732284832369463 0.00079119708073040629 0.0013332093481334087 -0.001155274993834522 -0.0015679211695284437 0.0016294704427211634 0.00049537961427186482 0.0006021959468959304 -0.0010042552585142995 -7.8096776450853041e-05
leaf_weight=148.10556605354122 0.55251108608717858 0.33433898771181692 1.2645802521146832 1.0271193173030062 1.4350861301645625 1.1773393814219155 2.686204785713926 2.3276624702266409 2.7011816753802114 4.4637773968279362 2.262822590302676 6.8413372704962985 1.0373331110458819 3.0680692816968067 0.45042563259175894 0.42873645665895344 0.69349859697376803 0.48499707953305893 0.26379229844496876 3.0788073306903243 0.38815530523424968 0.63226583382493107 2.8714788611978319 3.2268072776496401 0.94472257560119288 0.98488346952945249 6.0267685328144607 4.8902428182773283 1.6680855283775597 16.042387033638079
leaf_count=1404 283 34 43 25 11 24 40 16 30 19 33 106 9 28 34 7 74 7 29 21 23 28 15 31 9 8 71 29 33 376
internal_value=0.000101864 -0.000502368 -0.000209271 0.000107767 2.92614e-05 -0.000235916 -0.00119202 1.96828e-05 -0.000198618 0.000244202 -0.000452767 0.000137356 0.000436254 0.000139401 0.000118463 -0.000701526 -0.000281127 -0.000726868 0.000146843 0.000653122 -0.00099136 -0.000306703 9.11584e-05 -0.000103417 0.000211556 7.73485e-05 0.000144769 0.000149884 -0.000110054 7.85114e-05
internal_weight=222.361 2.15143 1.81709 220.21 63.2475 18.3157 3.86354 14.4522 12.1245 9.42332 4.95954 44.9318 2.69672 156.962 150.815 2.70961 2.25918 1.83044 1.13694 6.14688 0.651948 1.65939 43.4967 16.6265 26.8702 23.9988 23.054 13.3997 8.50942 22.0692
internal_count=2900 360 326 2540 913 224 64 160 144 114 95 689 62 1627 1578 174 140 133 59 49 52 53 678 199 479 464 455 168 139 447
is_linear=0
shrinkage=0.00196078


Tree=895
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 1 0 0 1 0 2 2 2 2 2 1 2 2 0 0 2 2 2 2 2 0 0 1 1 1
split_gain=0.0565678 0.294445 0.217084 0.214175 0.906879 0.213403 0.26029 0.518632 0.753249 0.410631 0.211243 0.485068 0.354782 0.5806 0.423535 0.259719 0.44949 0.332396 0.213073 0.371839 0.199739 0.646993 0.19952 0.3835 0.276507 0.208697 0.314228 0.380303 0.199118 0.356828
threshold=0.47727612945000003 0.34512439750000007 0.34392682850000006 0.34500464060000008 0.47648274005000008 0.3447651268000001 0.47778509625000004 0.47868327295000007 0.34545372890000009 0.47905751325000007 38.318569170500005 38.052786106700005 39.268993001500007 39.646013290900008 40.742467179200005 0.34392682850000006 37.186372654950006 35.131296350900008 0.47470135625000004 0.43780126340000008 44.921040431000009 41.558544840500012 41.755948821900006 40.982542372850013 42.207998345450008 0.46594413340000007 0.47706655490000011 0.34524415440000006 0.34491482290000003 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 10 -4 -7 8 -8 -9 11 15 -12 -14 -15 16 17 -1 19 20 21 -16 23 -3 -24 -26 27 -27 -11 -30
right_child=2 22 5 -5 -6 6 7 9 -10 28 12 -13 13 14 18 -17 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.043545953532617442 0.054934004563345011 -0.0082816244177988073 -0.017380043076709383 0.037159418997588761 -0.072107983870373857 0.020878411231914827 -0.093199744876934665 0.038606655957917763 0.0080407987140113588 0.030352745194094199 -0.046033596483682181 0.089661931550392274 0.074858356211332189 -0.070675643816256531 0.032120992882798689 -0.04432666537912941 0.081700757983039329 -0.046576504304280453 -0.030563650015242513 0.03549886550546804 0.0035163342894617929 -0.10728844479796343 0.035218977484600067 -0.099418427348795801 0.020256872771759561 -0.0077841552499196293 0.0085877675744431611 -0.1149092522487081 -0.025319240801308721 0.0016956446409328062
leaf_weight=0.72044359320717866 0.75877729349303891 0.99701618803373893 5.8852295707911244 1.5932639936800104 1.6494013253395667 6.991832807660102 1.409422162221744 2.9971191943623117 1.5355937278363851 2.3098787367343894 1.5286987564759318 0.90872773434966791 1.0883532166481007 0.82113865442806755 0.65044256485998431 0.75585105591198942 0.8499665765557437 0.94745629746466875 1.603849270613863 3.469861073535867 6.088155921548605 0.68190535650865058 0.98212349321693215 0.85997408966068178 0.72278077922237605 0.56350575876422249 0.78498069662600745 0.8045500248845201 5.0644063446670762 141.46007020198715
leaf_count=49 11 51 35 12 24 36 29 19 24 12 14 6 5 12 11 13 13 18 17 43 61 114 13 15 25 7 11 46 33 2121
internal_value=0.000863349 -0.00321011 0.00156654 0.00176787 -0.000822987 0.001325 0.0020055 0.00115294 -0.0404108 0.00195914 0.00502232 0.0250236 -0.000228261 0.00463317 -0.00110681 0.00708117 0.0225136 -0.00764842 0.00346536 0.00847689 -0.00415871 -0.0392298 -0.0235557 -0.0504872 -0.0105924 -0.0262375 -0.0418457 -0.0707841 0.00122116 0.000761914
internal_weight=197.485 29.0724 168.412 23.3575 21.7643 167.654 161.768 154.776 2.94502 151.831 20.1149 4.18245 15.9324 14.4037 13.3154 3.27372 2.51787 1.6679 12.4942 10.8904 7.4205 1.33235 5.71493 1.85699 3.85794 2.87582 2.15304 1.36806 148.834 146.524
internal_count=2900 580 2320 412 400 2309 2274 2238 53 2185 376 99 277 263 258 93 80 67 246 229 186 125 168 66 102 89 64 53 2166 2154
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 1 2 1 2 2 2 2 2 0 0 2 1 1 0 1 1 0 0 1 0 0 2 2
split_gain=0.0552827 0.763679 0.362646 0.315125 0.286908 0.193363 1.13057 0.518654 0.381768 0.475432 0.434584 0.320312 0.456043 0.402499 0.288969 1.05713 0.597877 0.533444 0.427061 0.17352 0.941634 1.09224 0.549506 0.639709 0.564631 0.369882 1.35305 1.06222 1.19578 1.04978
threshold=41.24714903835001 41.134354310300004 41.348489042950007 41.028010303750008 41.43512228960001 0.44805544745000009 0.56704889075000009 0.43672345135000007 43.509905336500005 0.45206730335000006 41.811877919650009 42.508878681700004 42.654057868200006 43.32600771660001 47.480720532750006 0.6003263375500002 0.61802041855000012 50.264779514000004 0.5024400467000002 0.39078171310000004 0.52772372085000019 0.39772761295000009 0.39584144190000009 0.53592706805000012 0.53905571685000009 0.4274273225500001 0.54384599265000022 0.55671985870000007 38.994321257850011 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 19 -4 6 -6 -8 9 -7 -11 -12 -13 -14 15 -10 17 -16 -18 -1 21 -21 -22 -24 -25 29 -27 28 -28 -26
right_child=2 -3 4 -5 5 8 7 -9 14 10 11 12 13 -15 16 -17 18 -19 -20 20 22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=0.0050481882773420906 -0.027033830609404653 0.044083687365263496 0.028953810537108771 -0.029400872981225623 -0.00038983409068459247 0.089915069933270614 -0.0066965554003064259 -0.12049534945550473 -0.12722543891045232 0.082428532358162776 -0.050454200989610953 0.080910300760449513 -0.11904896855923337 0.035751039744176011 0.08761744198916771 0.019102313113304764 -0.11517084154087819 -0.0050214591907999703 -0.0021141510365956201 -0.1326267493261295 0.046889827724793304 0.036394225790042027 -0.068732940823416425 0.053805385812696498 -0.00028576786411750805 0.096464684569247408 0.008129419872176755 0.0076704729958220006 -0.14962610675509683 -0.07966138602265635
leaf_weight=55.578908383910175 5.0155610799711203 4.2265930350258705 3.4277303673134147 3.3738199435183551 83.665816019278282 1.1643398180603961 0.61219909432111208 1.1581771597557233 0.7671445237938318 0.72705725451851355 0.96002904580200299 0.70696369521829161 0.30517529668941279 0.37358562802910456 1.2882934333756568 1.3851566067969541 0.47255205121473398 1.2011078364666898 1.1405105155281487 1.1461984221241461 2.2931602131575373 0.57369188570373797 1.449521955364619 1.7838057279586816 6.4721525039967691 1.4643942044349376 0.92932359786936902 10.043413080385447 0.99485293682664633 2.2438442992279306
leaf_count=529 44 33 22 34 1094 9 20 36 23 25 45 12 36 8 14 46 14 51 74 41 16 23 43 12 72 9 25 451 16 23
internal_value=0.000779443 0.00255841 -0.00079844 0.000571813 0.000525943 -0.00048985 -0.00206318 -0.0811435 0.0123219 0.035498 0.0148785 -0.00605843 0.0246989 -0.033848 -0.00337828 -0.0330533 0.0121903 0.0429202 -0.0352345 0.00176186 -0.00445193 -0.0762476 9.97308e-06 -0.00422555 -0.000318404 -0.00467755 0.00573251 -0.00536978 -0.0734346 -0.0207202
internal_weight=196.945 92.5737 104.371 88.3471 99.3558 95.9281 85.4362 1.77038 10.4919 4.23715 3.07281 2.34575 1.38572 0.678761 6.25476 2.1523 4.10246 2.4894 1.61306 84.9733 29.3944 1.71989 27.6745 25.3813 23.9318 22.148 13.432 11.9676 1.92418 8.716
internal_count=2900 1327 1573 1294 1529 1507 1150 56 357 135 126 101 56 44 222 69 153 65 88 1260 731 64 667 651 608 596 501 492 41 95
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 2 0 0 0 1 0 2 1 0 0 1 0 0 1 1 1 1 1 2 0 1 1 2 2 0
split_gain=0.206353 0.636323 0.580236 0.572702 0.400652 0.3227 0.235483 0.691417 0.395499 1.03844 1.40335 0.430514 0.267558 0.247076 1.24865 0.691001 2.14228 0.699981 0.62061 1.23612 1.53166 0.500473 0.418883 0.399744 0.63854 0.35678 0.411309 0.417803 1.03139 0.298637
threshold=41.621607100200002 0.57600071855000012 0.44578006650000007 0.62143349005000015 41.726652433350004 41.532441862050007 0.56704889075000009 0.56323163980000013 0.55671985870000007 0.42892428370000008 0.54749857790000023 40.166811829450005 0.43967246490000006 0.48181192180000004 0.48218616210000004 0.34566330350000002 0.48015029490000011 0.48041974790000003 0.3453339720000001 0.34632196640000007 0.36000419150000007 0.36501901140000009 0.35394149875000008 37.962710038050005 0.46928235680000008 0.32600820335000008 0.34427112960000006 39.646013290900008 40.380906245900007 0.42314601355000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -2 6 7 8 9 13 -11 -10 -8 15 -15 17 22 23 -16 -20 -21 -22 -17 24 29 -25 -27 -28 -29 -1
right_child=4 2 3 -5 -6 -7 12 -9 11 10 -12 -13 -14 14 18 16 -18 -19 19 20 21 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.0013945159129178178 -0.00080944402214384783 0.0011238354700935566 -0.0022235151916460217 8.4942444937682456e-05 5.8841724375516989e-05 0.00073043073775954325 0.0011062292433135284 -0.00095212367207946102 0.00011735503171923265 6.3720091314121893e-05 -0.0025391649068315552 0.0012350349230771261 0.00019222169030466571 0.0018269850997899273 0.00095109815227834504 -0.00073215644100415038 -0.002855237162270814 0.00095491820697672636 -0.0010017139487222405 0.0012644286685901344 -0.00060443230555091521 0.00016871248093923465 0.0010291529668337363 0.00067258572173521582 0.0015388496913225312 -0.00075260300094766167 0.00050595674603469496 -0.0012559539646609052 0.00012335709138023079 0.00030497570013782475
leaf_weight=0.50877679148562638 2.0867633902962544 0.44552622061746605 1.1283757723931556 0.65189311094081848 97.771383877965491 3.9694826740305862 2.1199649448972187 2.1741308054552055 2.6001698567561098 2.0806603610981251 1.2901887115149291 2.7017236137762666 2.937571877897426 1.8582797218114127 3.937225639820098 0.83489692989678577 1.2430133689194915 3.4929610863327971 3.3954944424331179 4.8982274592854074 3.4458223364781579 48.898680848098593 1.3726348687960124 2.1181848511914749 1.6124723143875597 3.7989093550713759 4.0700690178200594 2.8018919714959329 8.1380096180946548 1.8179699787870047
leaf_count=66 33 23 156 172 1408 27 18 39 36 18 34 13 45 7 21 17 14 15 22 39 25 426 37 23 9 34 23 24 51 25
internal_value=0.000106591 0.000161268 -0.000877389 -0.00137821 4.06969e-05 0.00018084 0.000161728 0.000142552 0.000164813 0.000137572 -0.000932531 0.000686899 0.000575346 0.000174288 0.000242331 3.2184e-05 -0.000796315 0.00013299 0.000196729 0.000147748 0.000215932 0.000117817 0.000363019 1.75336e-05 0.000590546 -9.03279e-05 -0.000176244 -3.03723e-05 -0.000229908 -6.66427e-05
internal_weight=220.201 120.343 2.2258 1.78027 99.8581 118.117 114.148 109.09 106.916 101.614 3.37085 5.30189 5.05754 98.2435 66.4337 31.8098 3.45055 28.3592 64.5755 60.6382 57.2427 52.3445 2.20753 24.8663 3.93922 20.9271 18.8089 15.01 10.9399 2.32675
internal_count=2900 1459 351 328 1441 1108 1081 1018 979 930 52 49 63 878 540 338 68 270 533 512 490 451 54 255 100 155 132 98 75 91
is_linear=0
shrinkage=0.00196078


Tree=898
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 2 2 1 0 0 1 2 2 1 0 0 0 1 0 2 1 1 2 2 0 0 2 2 0
split_gain=0.0834831 0.1829 0.288715 0.170253 0.24801 0.222259 0.104353 0.104692 0.0706538 0.907189 0.833203 1.63826 1.06956 1.3955 0.687287 0.5987 0.933037 0.485843 0.434913 1.62703 1.43849 0.421492 0.526616 0.298125 0.294294 0.519572 0.389914 0.327759 0.422213 0.789442
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.52041855035000018 0.59210802070000013 48.315732392000008 46.051945193250006 45.027406014450008 0.41917906650000009 0.54017843775000018 0.53905571685000009 0.41808628485000005 39.685256516350002 42.072181850200003 0.4211999641000001 0.54511840960000013 0.54317236010000014 0.54384599265000022 0.39971857130000005 0.53592706805000012 43.968221017800005 0.39584144190000009 0.39745815990000005 48.852845034800005 38.386256906100009 0.55892039160000018 0.56369569775000017 38.938637541200009 39.995120105550008 0.56704889075000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 5 -5 7 -2 10 14 18 12 -12 -14 -10 16 -11 -15 21 20 -20 -1 -23 -19 25 -17 -27 -26 29 -29
right_child=1 -3 -4 4 -6 -7 -8 -9 9 15 11 -13 13 17 -16 24 -18 23 19 -21 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.0014345457004058993 -0.10090541061692127 -0.10496391518477849 0.093446373335440314 -0.10099233867822371 -0.12140138293537139 0.058917107796518202 -0.11346435350323114 0.10190139057921462 0.057634142724786543 -0.0049865837993804986 0.035040919331426529 -0.15469864520592758 -0.1638091656538978 0.022982453405699078 -0.11821769635431426 -0.11981231111154833 0.0624868420627284 -0.10856199341607374 -0.11817391138526262 0.092002609255701945 0.031476558915062652 -0.097607473583490367 -0.010868834382755032 -0.0023678975035599809 0.042575535446935583 0.048741010489556272 -0.05254413793770446 -0.067971717517132685 0.0055617129387375806 0.024794197353698588
leaf_weight=136.63712372567306 0.049067787314241995 0.22831285532447498 0.23131924495100964 0.10707411666930966 0.13623257428196212 0.46173424858716317 0.28719683072995394 0.052890215069055557 0.28695163875818142 3.8154131631599721 2.5206087931874199 0.96703204140067089 0.82825472787953947 1.4722369557421191 0.98570424655190436 0.53910708364855908 4.4278032900765538 0.64484153245575704 0.98841584212277611 2.3281225264072418 1.8343826697673646 0.93530084332451169 2.7816894206189318 0.44804171947180294 2.0133376675657955 0.70797803914319934 0.82065399579505538 2.253686907934028 25.005048061837442 1.5471310712746342
leaf_count=1440 80 34 4 147 68 14 12 1 2 28 37 13 18 14 84 31 25 28 33 13 42 41 53 30 21 13 157 35 351 31
internal_value=0.000790511 -0.0222968 -0.00805779 -0.0295163 -0.000210544 0.0288153 -0.0826104 0.00429963 0.000974678 0.00458512 -2.99623e-05 -0.0340328 -0.014302 -0.0509541 -0.0785676 0.00715805 0.0312564 -0.0145142 0.00157805 0.0301166 -0.0209242 0.000530701 -0.0326948 -0.0650263 0.00111771 -0.0354032 -0.00563444 0.00356799 0.000841627 -0.0302112
internal_weight=196.343 1.55383 1.32552 1.0942 0.705041 0.568808 0.389155 0.101958 194.789 42.4028 152.386 6.88102 5.91398 3.39337 1.27266 41.1302 8.24322 2.56512 145.505 5.15092 2.8228 140.354 3.71699 1.09288 32.8869 2.06774 1.52863 30.8192 28.8059 3.80082
internal_count=2900 360 326 322 229 161 93 81 2540 778 1762 140 127 90 86 692 53 72 1622 88 75 1534 94 58 639 201 170 438 417 66
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 0 0 1 0 0 0 2 1 1 1 2 2 2 1 1 1 1 1 1 0 0 1 0 2 2
split_gain=0.236953 0.916506 0.431743 0.715502 0.41313 0.407191 0.922233 0.582157 0.48727 0.574674 0.339395 1.00945 0.481998 1.34583 1.10173 2.06863 0.907406 1.44281 0.853687 0.739367 0.807989 0.71364 1.04818 0.346105 0.599746 0.913395 0.329147 1.08705 0.752402 2.1904
threshold=0.52428071015000011 0.38042274180000007 0.38398550940000004 0.52646627350000019 0.39051226010000012 0.48543456785000005 0.48368312325000012 0.34587287805000005 0.48181192180000004 0.48140774230000011 0.52266399210000014 39.134693790050008 0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 43.124157941850008 42.564639561200003 0.37482410710000008 0.38906020780000011 0.39024280710000009 0.36000419150000007 0.34744468730000005 0.39167988980000007 0.51401155655000019 0.51243974730000008 0.3453339720000001 0.48015029490000011 40.259171735100004 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 8 -7 9 26 12 -12 13 16 15 -14 17 21 -17 -16 -21 22 -9 -22 25 -25 27 -1 29 -28
right_child=1 2 3 -5 -6 7 -8 10 -10 -11 11 -13 14 -15 19 18 -18 -19 -20 20 23 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=5.2337201355792958e-05 -0.0019477093316985741 0.0013434082168543599 3.7302825867098609e-05 4.880255468021941e-05 -0.0022042021730193594 0.00085197425702844499 -0.00088466864638584222 -0.00030446655986529197 0.0005075538374374294 -0.001019035271988008 -0.00031605650658335003 0.0013176429242049946 0.0011486343397631193 0.001307140337983784 0.00057465899501378634 -0.0025346975148434255 0.00091411876399205701 -0.0013705899181763119 -0.00065488944900995256 -0.0013472933932991192 0.0007793449946666204 -0.00025532886847820795 0.001100203055968921 -0.0020536147880116178 -0.0025822061347663427 0.0020006849061000335 0.00058499851477971916 -0.0012880209301650623 0.00037897769434585963 -0.0028489930113255913
leaf_weight=43.207100963492849 0.90297247539274295 0.96383019722998042 0.49824359919875749 73.34631799939234 0.86490446794778109 6.0650342283770433 3.756288190605118 3.3351350724697237 10.313235466368495 1.8753742668777693 2.4613247723318628 3.5534855455116485 1.4216234348714376 4.431629102677106 8.114324711263178 1.9341441704891624 4.6027550634462377 2.7481153178960076 1.7869551656767724 2.00667855516076 1.8785074257757517 8.0938626602292043 5.2694414211437106 0.36108099145349093 0.38674026446824428 0.52321391366422176 1.9855413090199392 2.458682836382649 22.936172675515991 1.1152732496848328
leaf_count=538 15 6 7 1408 51 30 24 18 48 14 20 38 9 32 49 34 34 20 27 15 12 55 39 45 18 3 46 17 211 17
internal_value=0.000104436 1.60329e-05 3.94653e-05 2.2643e-05 -0.00138491 0.000150607 6.58467e-05 0.000276577 0.000108407 5.24594e-05 0.000210619 0.000649116 0.000154376 0.000314214 -9.28565e-05 -0.000863318 0.000131245 -5.40516e-05 -0.00163197 0.00020572 -0.000374879 0.000162615 0.000555753 0.000244679 -0.000545522 0.000345207 8.04841e-05 -1.98288e-05 0.000256421 -0.000650109
internal_weight=223.198 76.5763 75.6733 74.7095 1.36315 146.622 87.6477 58.9741 83.8914 73.5781 52.909 6.01481 46.8942 28.4809 18.4133 5.14272 24.0493 19.4466 3.7211 13.2705 5.15622 16.6984 8.60458 3.14954 1.27104 0.884295 71.7028 45.6658 26.037 3.10081
internal_count=2900 1487 1472 1466 58 1413 915 498 891 843 468 58 410 198 212 70 166 132 61 142 93 112 57 78 66 48 829 555 274 63
is_linear=0
shrinkage=0.00196078


Tree=900
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 2 1 1 2 2 0 2 1 1 2 2 0 0 1 0 2 1 1 0 1 0 2 1 1
split_gain=0.0513371 0.247765 0.365437 0.603182 0.283295 0.278256 0.199921 0.780179 0.436966 0.330156 0.355014 0.350136 0.310433 0.162853 0.420064 0.290361 0.264298 0.19783 0.149667 0.223074 0.154105 0.370099 1.55241 0.251449 0.273972 0.210126 0.144954 0.268371 0.106009 0.475401
threshold=0.47727612945000003 0.34482500525000009 0.34506451900000007 0.34512439750000007 0.47648274005000008 0.47440196400000006 38.115457128050004 0.34193587020000005 0.32600820335000008 41.902916368500009 48.315732392000008 0.37331217625000007 35.818873074050011 0.35675578575000005 0.35814795965000007 42.686561923500008 41.21013581150001 0.47706655490000011 0.47796473160000008 0.34530403280000005 0.47886290830000006 40.21994457600001 0.34479506600000004 0.34458549145000011 0.47905751325000007 0.3447052483500001 0.46928235680000008 40.421032462050007 0.34521421515000011 0.34536391125000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 12 9 -8 11 -11 -1 15 -15 16 -5 -17 19 -2 21 -20 -23 -22 -25 -26 27 -10 -27 -30
right_child=18 2 3 13 -6 -7 8 -9 26 10 -12 -13 -14 14 -16 17 -18 -19 20 -21 23 22 -24 24 25 28 -28 -29 29 -31
leaf_value=0.017036001125769747 -0.0014246308442811535 -0.069244139596969442 0.062037222387033165 -0.013677778952301191 -0.045467057202487129 0.026288609017328237 0.0379471876995277 0.10518443596846605 -0.12298055906971156 0.019435476690343789 0.002862087765684489 -0.10642652543598219 -0.065596430282136187 0.064115361448506589 -0.033764164949101609 -0.030914807210379192 -0.081250478779936741 0.046136309402380185 0.012091292435244559 0.030225630566863095 -0.035190159002693754 0.054562995701756906 -0.10258040984545036 0.043940026328568735 0.042680528398415046 -0.0099921125063675981 -0.022796500192856659 -0.02507272046674322 0.030965181912497433 0.00049497179015030107
leaf_weight=1.3630694467137905 4.5471861986443383 1.1919140185491404 1.0105355866253374 0.9569423933917286 1.1594464102672635 4.819750008173286 2.2100952711771225 0.81488220871142392 0.49157987855141916 0.33959799213334907 5.7268342587631196 0.63305278562984313 0.6821701657027005 0.69248402226548922 1.1952784497734681 0.74969577520823782 1.4649237920530138 0.59983451338484883 2.3926808685064307 4.3640399016439915 1.8631211059691839 1.021652499213815 1.63430409214925 1.5252759009599675 1.2196298614144314 8.2796373534947616 2.0586980271618813 0.65034529066178948 5.3227142058312884 134.75941867796678
leaf_count=55 28 26 6 29 12 27 34 11 10 11 37 114 24 10 55 40 26 8 16 25 17 7 40 10 6 50 14 31 28 2093
internal_value=0.000793423 -0.00310476 -0.0182428 -0.00912861 0.00257603 0.00539074 -0.0013374 0.0224418 -0.00695344 0.00443166 -0.00662479 -0.0624822 -0.0105253 -0.0218364 0.00214078 -0.0338382 -0.0545507 0.0033326 0.00146623 0.0140753 0.000755158 -0.0164346 -0.0421329 0.00132249 0.00177269 0.00134271 -0.0386462 -0.0672204 0.00100289 0.00165275
internal_weight=195.741 28.8111 7.86161 6.66969 20.9495 19.7901 14.9703 2.86012 12.1102 8.90958 6.69949 0.972651 2.04524 5.65916 1.88776 3.7714 2.42187 1.34953 166.93 8.91123 158.018 5.04864 2.65596 152.97 151.107 149.581 3.20062 1.14193 148.362 140.082
internal_count=2900 580 200 174 380 368 341 90 251 196 162 125 79 168 65 103 55 48 2320 53 2267 63 47 2204 2187 2177 55 41 2171 2121
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 2 0 0 0 1 1 1 2 2 1 2 2 1 1 1 1 1 2 1 1 1 0 2 0 0
split_gain=0.0465004 1.81277 0.442542 1.99954 1.87943 0.765336 0.404023 0.521147 0.320149 0.583299 0.580191 0.27892 0.687968 1.7885 0.289869 1.279 1.57823 0.538576 0.653323 0.275779 0.243065 0.447921 1.61196 0.436035 0.283283 0.313717 0.204074 0.202559 0.680652 0.259742
threshold=0.34542378970000004 0.34545372890000009 41.872669623500009 0.34527409360000011 42.233786329550007 41.755948821900006 0.48041974790000003 0.48218616210000004 0.48119816770000007 0.34494476210000008 0.3447052483500001 0.34569324270000007 41.028010303750008 42.487106141350004 0.3459626957000001 41.726652433350004 42.207998345450008 0.34632196640000007 0.3465914194000001 0.34392682850000006 0.34744468730000005 0.35585760905000008 42.564639561200003 0.35759408400000009 0.35877668335000007 0.36106703390000006 0.42646926740000007 37.737818700150008 0.47305469895000007 0.42314601355000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 27 -8 9 10 19 12 -3 -14 15 -13 -17 -16 -19 26 -20 22 -22 -23 -25 -26 -6 28 29 -1
right_child=1 11 3 -5 8 -7 7 -9 -10 -11 -12 14 13 -15 17 16 -18 18 20 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.076603355057975997 0.11028941706517598 0.022575678806935388 -0.1061626139508042 -0.13509527914272446 -0.0060946965950303975 0.063859449932975418 0.049213741706941629 -0.0036273077746790065 0.035469590746911098 -0.046916215268708074 0.044766785108203505 -0.035931208517108452 -0.11335143728613239 0.009350092059802511 -0.029959168430520128 0.095367797542902477 0.00082597828158936413 0.055960773748365028 -0.025653363002007525 -0.040061455690470427 0.060548027328246136 -0.053953158748932577 -0.033395945261919337 0.04098005456798149 -0.039791024031302281 0.00058043330848111683 0.032926960536937125 -0.008883403282127918 0.10876397546875749 0.010782718637103861
leaf_weight=0.43883226829349142 1.5195318711921562 2.6871251296252003 1.6837126891186986 1.2652798836934369 5.5331318972112076 2.1011060688178977 3.5572667047381392 3.9267977699637413 2.7983546243631272 2.3649439434520891 3.0935729937627903 3.1189907975494844 1.9957957257283849 2.9347131378017366 5.653057081042788 3.0515954792499542 4.1903595239855349 2.173138039186596 3.4176982981152824 1.8294106815010307 4.7783350404351941 1.4930657844788573 2.9566540920641273 1.6984061913590256 1.9628036861904536 99.460302057229683 1.7686025104776488 19.530977446876932 0.65766494721174229 1.5124114719219504
leaf_count=64 9 16 39 28 138 13 16 26 15 33 26 19 30 31 37 9 34 14 22 13 48 22 22 22 22 1904 32 166 6 24
internal_value=0.000716154 0.00164725 -0.00184294 -0.0133582 -0.00528178 0.0055388 0.00140235 0.0214887 0.00448669 -0.00145595 0.00733861 0.000481162 -0.018132 -0.0403176 0.00153964 0.0176061 0.0406638 0.000192776 0.001638 -0.00534182 0.000618278 0.00141747 0.0246385 -0.000299449 0.000477387 -0.000200861 0.003357 -0.00538754 0.0207835 -0.0088703
internal_weight=195.154 143.092 52.0621 20.337 19.0717 31.7251 29.624 7.48406 17.388 14.5897 12.2247 141.572 7.61763 4.93051 133.954 10.3609 7.24196 123.593 117.94 9.13115 115.767 112.35 7.73499 104.615 103.122 101.423 7.30173 22.1399 2.60891 1.95124
internal_count=2900 2261 639 324 296 315 302 42 257 242 209 2252 77 61 2175 62 43 2113 2076 183 2062 2040 70 1970 1948 1926 170 260 94 88
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 0 1 0 1 2 0 0 1 1 1 1 1 0 0 0 2 2 2 1 2 0 0 0 0
split_gain=0.185584 1.38488 1.21616 2.22829 1.36581 0.79281 0.957187 0.548884 0.779575 0.471083 0.579859 1.05874 1.15418 0.797628 0.643529 0.4118 0.402641 0.608278 0.409061 1.02209 0.528517 1.19067 0.592326 0.697026 1.10135 0.396632 0.388769 0.71875 0.380061 0.861066
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 43.368902217050007 0.38398550940000004 0.51929582950000019 0.38906020780000011 0.51243974730000008 0.38906020780000011 38.238138001450004 0.52290350590000012 0.52324780695000006 0.39410496695000002 0.39772761295000009 0.43166372265000008 0.36543816055000006 0.36597706655000006 0.48543456785000005 0.48368312325000012 0.4901499955000001 41.468518788800004 43.124157941850008 41.986601436450009 0.35877668335000007 38.318569170500005 0.48181192180000004 0.48140774230000011 0.52215502530000013 0.52428071015000011
decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 -7 -9 -8 11 -11 -13 -14 -15 -16 18 -18 19 26 21 -20 23 24 -22 -12 27 -1 -27 -30
right_child=2 -3 5 4 -6 6 9 8 -10 10 25 12 13 14 15 -17 17 -19 20 -21 22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=9.1109595358435319e-05 0.0011721614638713163 0.0012041038626943404 0.00083482400034717191 -0.002248366939317019 0.0001241061491623127 -0.0020597294235984533 0.00064387031530606018 -0.0020745751288227809 0.0008339203019543936 -0.0031585758553855738 0.0013376421103395489 0.0025571625325185796 -0.0024949747497410779 0.00072739639793733006 -0.0013697275354648735 -0.00012923340078531623 0.00017800607236872533 -0.0014250541243565184 0.0014281830724761108 -0.00095789593784245946 0.0012873225578702012 5.3867148110590461e-05 0.00078975024206312072 -0.00059367566421698686 -0.0002396161653329088 -0.00075798651746118403 0.00047046348800594665 -0.0012046094019079264 0.00083151367057045255 4.5581601640280133e-05
leaf_weight=69.129878812434981 1.5957784531638015 4.6489002481102935 5.2597912293858817 3.0844762963242829 1.3374455391895024 1.2342370599508279 5.4810221495572469 0.57825761036656309 0.91485425608698279 0.52201786218210955 0.98757708998164062 0.5165344476699828 0.68163047957932565 1.7903416235931215 1.8451007453841155 2.3257299113383851 2.0779615752398963 1.6191487086471168 4.6344342045485991 3.5869338776683426 2.8514341078698653 5.080854594707489 4.1153024928644291 5.5357977859675884 5.0017638653516769 1.9922907543586905 10.15685788169503 1.6860914640128601 5.8410917655128278 65.007301091107365
leaf_count=817 11 34 34 43 25 14 33 57 15 8 8 1 23 26 82 260 11 33 24 23 30 23 24 32 31 16 47 12 43 1060
internal_value=0.000102739 0.000154825 4.07881e-05 -0.000814022 -0.00153079 9.4948e-05 5.15721e-05 -0.00109224 -0.000292492 8.74332e-05 5.00162e-05 -0.000462702 -0.000266135 -0.00048567 -0.000255916 -0.000678006 0.000112583 -0.000524054 0.00013364 6.63417e-05 0.000342706 0.00070945 0.000139155 -6.08153e-05 0.000314803 0.000103361 0.000111713 6.02592e-05 8.66268e-05 0.000110378
internal_weight=221.121 120.125 100.995 6.0177 4.42192 94.9778 89.718 2.72735 1.49311 86.9906 81.5096 7.68136 7.15934 6.6428 5.96117 4.17083 115.476 3.69711 111.779 84.5598 27.2196 9.71529 17.5043 13.389 7.8532 73.8283 80.9728 70.816 72.8407 70.8484
internal_count=2900 1141 1759 79 68 1680 1646 86 72 1560 1527 400 392 391 368 342 1107 44 1063 899 164 47 117 93 61 1127 876 829 1119 1103
is_linear=0
shrinkage=0.00196078


Tree=903
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 0 0 2 2 0 0 0 1 1 1 0 1 0 2 2 2 2 2 2 2 0 1 1 0
split_gain=0.229627 0.952371 0.719635 0.673593 1.44138 0.611262 0.635434 0.570358 1.00008 1.05776 0.671091 0.554765 0.530933 0.798719 1.17 0.456444 1.29223 0.585083 0.56356 0.381364 0.74919 0.516196 0.481332 0.839875 0.413823 0.487365 0.372911 0.354755 0.401054 0.410462
threshold=0.45206730335000006 0.56055207925000017 0.44922307715000004 0.56915960600000015 0.43967246490000006 0.4410796084000001 0.54910032635000017 0.55240861050000023 40.259171735100004 41.468518788800004 0.55754318735000019 0.56501302355000016 0.54317236010000014 0.41985269900000005 0.42194844465000009 0.45664800455000004 0.56323163980000013 0.45877368940000007 0.56859076075000015 44.710446918150005 42.526729949000007 42.508878681700004 42.428475018400007 42.406961525800007 46.177190236600005 48.008184682100008 0.57811143375000007 0.46419268885000003 0.46613873835000008 0.58736265385000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 12 -8 -9 -10 -11 -12 -1 -14 -15 18 -17 -18 -3 20 21 22 23 27 -21 -26 -6 -19 -29 -30
right_child=1 15 -4 4 26 -7 7 8 9 10 11 -13 13 14 -16 16 17 19 -20 24 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00010310846046432025 -0.0025232149208367642 -0.001388660171086993 0.0011104027236337769 0.00040971317759281364 -0.0024895882917090949 0.0008593581566755038 -0.0014944254996650289 -0.0017313159340178355 0.0012998217294858403 0.00055033241014099826 -0.0016930826154216278 -1.074278956019457e-05 -0.00022634175406936752 0.0016799212504670096 0.00020818886909238301 0.0017689183199008417 0.0010588764109972103 -0.0023516691246795421 0.00010989801936910576 0.0010382547533462233 -0.0022356375472706237 0.002217871505970592 -0.0028823578018372978 0.0023672926858472783 -0.0016221141628590626 9.9411514923270663e-05 -0.00081644111894245246 0.0010185516926420888 -0.0021735022690941817 -0.00024624089720944097
leaf_weight=169.53809974351043 0.60777699522441508 1.895800997968766 2.7711098933941676 2.3561612852427052 1.2723435310763309 4.22360698263219 1.4982887255464437 1.3402370402982322 2.0541229248046875 1.8668221349362282 1.6887905972544106 1.3608696763403711 3.740908066101837 3.7400575503706914 4.6697834637016058 1.6443940685130645 1.5268302989425127 0.39468282580492031 1.9647640385810516 1.3873530917917376 0.91652556448752864 0.2960069179534911 0.29354876140132535 0.41082772612571705 0.75647461132029992 3.8500482533127069 0.85718849041586498 0.62450612544489592 0.58163620908908376 1.5762941207444781
leaf_count=1761 17 27 22 43 35 27 32 75 9 19 34 13 43 18 25 7 20 23 26 13 71 1 7 1 35 125 24 8 53 286
internal_value=9.88639e-05 -0.000108885 0.000118032 0.000104296 -0.000646969 0.000121514 0.00010524 -0.000380867 -0.000180113 0.000118137 -0.000375575 -0.000942361 0.000131485 0.000527414 0.000862703 -2.79024e-05 0.000134028 -7.90887e-05 -0.000625996 -0.000235789 -0.000630245 -0.000278029 -0.000468369 -0.000270867 9.94477e-05 -0.000183294 -0.00181611 -0.000612003 -0.000365235 -0.000765704
internal_weight=221.706 18.7275 202.978 200.207 4.48569 195.722 191.498 9.80913 8.31084 6.97061 4.91648 3.04966 181.689 12.1507 8.40984 18.1197 14.2591 12.6147 3.86057 11.0879 5.09403 4.1775 3.8815 3.58795 5.99388 4.60652 2.12953 3.17712 2.78244 2.15793
internal_count=2900 720 2180 2158 102 2056 2029 182 150 75 66 47 1847 86 43 703 650 643 53 623 450 379 378 371 173 160 59 370 347 339
is_linear=0
shrinkage=0.00196078


Tree=904
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 0 0 1 0 0 0 2 1 1 0 1 0 1 1 2 1 2 0 2 1 0 0 1 0 0
split_gain=0.357216 0.783894 0.640538 0.783148 0.425528 0.410551 1.00834 0.551329 0.55032 0.635658 0.340212 1.09206 0.649126 0.813746 0.63261 0.904514 1.18978 1.44765 0.877922 2.23141 0.93505 0.511107 1.06484 0.487318 0.391947 0.450088 0.794239 0.291717 0.710557 0.991219
threshold=0.52428071015000011 0.38042274180000007 0.38398550940000004 0.52646627350000019 0.39051226010000012 0.48543456785000005 0.48368312325000012 0.34587287805000005 0.48181192180000004 0.48140774230000011 0.52266399210000014 39.134693790050008 0.38906020780000011 0.39024280710000009 0.51929582950000019 0.37138109635000011 0.50300889195000009 0.36927038110000004 0.37982395740000008 37.858673296900008 0.37482410710000008 38.592454371550012 0.49811382890000006 36.372781240150012 0.39167988980000007 0.51401155655000019 0.51243974730000008 0.41917906650000009 0.54017843775000018 0.54511840960000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 8 -7 9 -1 12 -12 14 -14 15 16 21 -18 19 -17 -21 23 -23 -9 -15 26 -26 -5 -29 -30
right_child=1 2 3 27 -6 7 -8 10 -10 -11 11 -13 13 24 -16 18 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00011306601262084322 -0.0017988505245946024 0.0016015189911928295 5.9235607535566625e-05 -0.00014025887406888521 -0.0021891715950842472 0.00087002993603972471 -0.00090725029586424192 -2.3377164495694457e-05 0.00056764785775836391 -0.0010650794024149035 -0.00031647511200780877 0.0013782507014444406 -0.001438555856196446 0.00072642907177995221 0.0010206272976575643 0.0012073694521923734 0.00019366469413341342 0.0018463303396606767 0.00027688996127215107 -0.0025856623867947554 -0.00059302909628274568 0.00021256061921455172 -0.0010459995450203886 0.0010248711323820833 -0.002073061483162109 -0.0024602964348128874 0.0018373291286941428 -0.0013938602306314571 0.00074473176124000527 3.2087584743147938e-05
leaf_weight=70.00735956745666 0.90015895524993439 0.99892903864383598 0.49372621253132709 21.685053952882299 0.93930783167525078 6.0868365289643398 3.6624166863621204 3.0598476864397588 10.321026768535374 1.8061243183910836 2.471373892389237 3.578780861946143 2.0139721781015387 1.8698255175258967 3.9312921977834767 1.4128376170992831 4.1473166393116099 4.0061641745269299 4.9145223908126354 2.0222402885556225 1.6393845481798051 10.762016868218778 3.4015156850218764 3.8510282263159752 0.35656684792775173 0.38392934207149665 0.45391092635691166 1.1457897366417444 9.2781796266790462 39.238367764059149
leaf_count=829 15 6 7 327 51 30 24 25 48 14 20 38 15 12 27 9 31 28 30 34 25 60 30 18 45 18 3 29 53 999
internal_value=0.000130192 1.98678e-05 4.20574e-05 2.06535e-05 -0.00141452 0.000186561 9.93948e-05 0.000310454 0.000144282 8.34354e-05 0.000247701 0.000685987 0.000192717 -0.000470382 0.000270758 0.000195588 0.000369673 0.00100569 -0.000313789 -0.000885851 -0.00169352 0.000123604 -8.96953e-05 0.00056075 0.000165952 -0.000711467 0.000116967 4.94794e-05 0.000132329 0.000168372
internal_weight=220.84 74.6795 73.7794 72.7804 1.43303 146.16 85.7969 60.3634 82.1345 71.8135 54.2765 6.05015 48.2264 5.0782 43.1482 39.2169 29.2279 8.15348 9.98898 5.07446 3.66162 21.0744 14.1635 6.91088 3.06423 1.19441 0.810478 71.3474 49.6623 48.5165
internal_count=2900 1487 1472 1466 58 1413 915 498 891 843 468 58 410 93 317 290 192 59 98 68 59 133 90 43 78 66 48 1408 1081 1052
is_linear=0
shrinkage=0.00196078


Tree=905
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 1 0 1 2 1 2 2 0 2 0 0 1 0 0 2 2 1 1 1 1 1 2 1 0
split_gain=0.0469009 0.641674 0.279275 0.40541 0.278071 0.256357 0.159253 1.01035 0.497002 0.32556 0.441822 0.366175 0.506177 0.354792 0.253176 0.965815 0.525683 0.498525 0.397674 0.193737 0.605753 0.187912 0.348248 1.00311 0.974248 0.821326 0.543667 0.537286 0.454657 0.418123
threshold=41.24714903835001 41.134354310300004 41.348489042950007 0.48181192180000004 41.028010303750008 41.43512228960001 0.44805544745000009 0.56704889075000009 0.43672345135000007 43.509905336500005 0.45206730335000006 41.811877919650009 42.406961525800007 0.58388970390000006 47.480720532750006 0.6003263375500002 0.61802041855000012 0.48544953745000008 0.6461932277500001 0.6018382683000002 43.45354240915001 43.19689381845 0.34632196640000007 0.34560342505000002 0.35675578575000005 0.36000419150000007 0.36195024100000012 44.215931556700006 0.34479506600000004 0.4588185982500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -4 7 21 -9 10 -8 -12 -13 -14 15 -11 17 -16 -18 -15 -21 -7 23 28 -24 -26 -27 -28 29 -23
right_child=2 -3 5 -5 -6 6 9 8 -10 14 11 12 13 19 16 -17 18 -19 -20 20 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0018957706125041691 -0.060438660361209422 0.041280209047365894 0.027823630559521886 -0.0017608924755455621 -0.027453447008240268 -0.0039681128268758198 0.087106121211081161 -0.0064216550702330712 -0.11871198865289384 -0.1249700854888267 0.076290210127798519 -0.11008504781008753 -0.032677069056000214 0.091341311363656308 0.090881785347850297 0.017579343098865954 -0.11337888488558621 -2.3412098048938935e-06 -0.0015545722944487457 -0.11842467354984461 0.11023971761124496 0.0024295779593270913 0.067199959370931872 -0.056625087630315131 -0.089302387700707891 0.08566072408774747 0.026192306687060185 -0.015773429771422365 0.032377797193229481 -0.062681616035180618
leaf_weight=84.522325596256906 1.8681000198703248 4.0931761559913857 3.3537332438318108 3.1849134488211348 3.3564160610994795 50.742662322285469 1.1100754663348178 0.61885596031788637 1.0855986045207826 0.72254205204080824 0.70745174623880336 0.38823177141603116 0.86029426369350392 0.59823669656179823 1.0882719183064189 1.3889759938538189 0.44859402219299216 1.3550441569241227 1.0925785689614711 0.21398560416946566 0.25261512746510562 6.6926256487568008 3.0163807212375131 3.0349569846875957 0.87438237573951383 0.90319127263501187 6.115225848159751 6.0880982898816001 4.6183874742127955 1.1567257051938211
leaf_count=1260 16 33 22 28 34 558 9 20 36 23 25 37 13 8 19 46 15 46 73 40 3 122 18 31 8 8 75 224 31 19
internal_value=0.000933989 0.00257749 -0.000525318 -0.0234541 0.000774815 0.000650587 -0.000306934 -0.00172626 -0.0779414 0.0114824 0.0331566 0.0133315 -0.00592196 0.0150841 -0.00320497 -0.0311998 0.0116304 0.0404782 -0.0341036 0.0536709 0.005373 -0.000165701 0.00577106 -0.00506794 0.015657 0.00453657 0.0107969 0.00525608 0.00748235 -0.00716558
internal_weight=195.553 91.9719 103.581 5.05301 87.8787 98.5277 95.174 84.9471 1.70445 10.2269 4.13089 3.02082 2.31336 1.92513 6.09601 2.11152 3.98449 2.44332 1.54117 1.06484 0.466601 83.2426 32.5 15.5027 16.9973 13.9809 13.1065 12.2033 12.4677 7.84935
internal_count=2900 1327 1573 44 1294 1529 1507 1150 56 357 135 126 101 64 222 69 153 65 88 51 43 1094 536 203 333 315 307 299 172 141
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 1 2 2 0 1 2 1 2 2 1 0 1 0 1 0 1 2 2 1 1 0 1 2 2 0
split_gain=0.168994 0.868508 0.732069 0.550734 0.501475 0.490671 0.382007 0.356444 1.2608 1.75776 1.89461 1.59434 0.496953 0.308935 0.306941 1.39241 0.602266 0.418179 0.69023 1.92436 0.683848 0.788609 0.936144 0.596364 0.558589 1.67163 0.502087 0.340535 0.548702 0.496011
threshold=42.178283198950005 42.233786329550007 0.57944372925000021 0.47536001915000009 42.027086531450003 0.47976108500000009 42.297164883650005 41.621607100200002 0.48218616210000004 0.34744468730000005 41.840895355800008 0.34569324270000007 41.811877919650009 37.272044000450002 0.36000419150000007 0.49128768600000011 0.36449507500000006 0.48181192180000004 0.34566330350000002 0.48015029490000011 0.34530403280000005 41.395309858300003 40.79983011445001 0.3453339720000001 0.34479506600000004 0.47814436690000012 0.3459626957000001 38.938637541200009 37.962710038050005 0.46928235680000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 -5 -3 14 11 -10 -11 12 -9 -7 15 17 -16 18 20 -20 21 22 24 -19 25 27 -25 28 29 -1
right_child=1 6 3 5 -6 13 -8 8 9 10 -12 -13 -14 -15 16 -17 -18 23 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015528700373551799 -0.0018373772058445047 0.0009646849527887813 -0.0022121097330058503 0.0014452020654473108 0.00069987192143358603 0.00033671230600057191 1.9006460694897914e-05 -0.0011233297091834446 -0.0024980779676773254 -0.001665174666461942 0.00097703031647349285 0.0014395965043777111 0.00023667406032693578 -0.0021217457862753881 -0.0010441838585410123 0.0017761386414796606 0.00010281606824116719 0.0010227003798386376 0.00056499372022079247 -0.0022928537708143655 0.00080863971602058451 0.0010940431643351287 -0.00086915795225121295 -0.00034055630607998373 0.0006945625510068103 -0.0017133188116898264 0.00064608120809368308 0.00064885778422732704 -0.0009261972615783444 0.0013685684409635262
leaf_weight=2.4063218991104933 0.95973043952835624 1.678300364059395 0.86836673550078503 0.4549529966607222 6.0486665213829829 0.33627649245772773 76.490287911916312 2.0120152095332724 1.7539528012275694 1.8378706113435326 2.4136748020537198 3.0731103392317891 2.1229074734146707 0.47284553939516627 1.8074952065508103 2.2688928209245196 67.028054987730684 5.1055061258375627 2.01869309052563 1.6432828605175016 5.4997679993921329 2.4552952584344885 4.5428985245525828 3.8805483356118202 4.8593740124051683 2.0338449496775857 4.0553149804472923 4.3532188126118854 1.9369658603100104 1.2467015609145162
leaf_count=83 22 22 104 8 46 108 1188 22 12 26 23 17 28 144 25 27 682 25 38 15 37 17 36 23 36 15 19 29 16 7
internal_value=8.884e-05 1.65485e-05 0.000130131 -0.00100985 0.000147953 -0.000183953 3.93104e-05 0.000122343 -0.000182944 -0.0008465 -0.00016515 0.000369909 -0.000425091 -0.00109999 0.000156779 0.000276592 7.2698e-05 0.000202689 8.5204e-05 -0.000717443 0.000185403 4.15929e-05 -7.92751e-05 0.000499941 0.000133855 -9.36367e-05 0.000163627 0.000237663 -8.25559e-05 0.000364773
internal_weight=217.665 79.1283 138.537 2.13244 136.404 1.26408 78.1686 130.356 13.2135 6.0055 4.25155 7.20803 4.13492 0.809122 117.142 48.3066 68.8356 46.0377 32.9964 3.66198 29.3344 23.8346 21.3793 13.0414 16.8364 11.9771 7.93586 9.94321 5.58999 3.65302
internal_count=2900 1232 1668 364 1304 260 1210 1258 128 61 49 67 50 252 1130 423 707 396 329 53 276 239 222 67 186 150 42 135 106 90
is_linear=0
shrinkage=0.00196078


Tree=907
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 2 0 0 0 1 0 1 1 0 0 0 0 0 2 0 2 0 1 0 0 1 2 0 1 1
split_gain=0.259239 0.496066 0.48153 0.738694 0.448558 0.336007 0.247032 0.569382 0.418601 1.08299 0.700646 0.401962 0.391194 0.229136 1.15595 0.754262 1.27789 0.710056 0.644497 1.51948 0.692442 0.610949 0.734275 2.026 0.699057 0.581614 0.332368 0.890148 1.18346 0.672298
threshold=41.621607100200002 0.57600071855000012 0.44578006650000007 0.62143349005000015 41.726652433350004 41.532441862050007 0.56704889075000009 0.56323163980000013 0.55671985870000007 0.42892428370000008 0.54585192060000021 0.43967246490000006 0.44805544745000009 0.50579323975000012 0.51243974730000008 0.48543456785000005 0.48759019190000008 0.48320409570000006 38.592454371550012 0.50109278165000015 36.372781240150012 0.48181192180000004 0.34566330350000002 0.48015029490000011 0.48041974790000003 0.35319301815000009 39.646013290900008 0.47778509625000004 0.34500464060000008 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 5 -3 -4 -2 6 7 8 9 13 -11 -8 -10 15 -15 17 -17 21 20 -20 -18 22 24 25 26 -24 -1 28 -28 -29
right_child=4 2 3 -5 -6 -7 11 -9 12 10 -12 -13 -14 14 -16 16 18 -19 19 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.00031871841954650881 -0.00083969619731118314 0.0010925471425627077 -0.0022087839199367272 0.00042970897045985126 5.8516313107578161e-05 0.0007476424928015117 0.0012197978554332816 -0.00082408532564135482 0.0012372311327129863 -5.6450569502833492e-05 -0.001869487219108456 0.00011497814756724752 0.00015888195079307563 -0.0012280960366916466 0.00015212013311860259 0.0015659043248426629 -4.4708544631445305e-07 -0.00089324241200848119 -0.0012416983652493751 0.00087527317649400537 0.0010886440604245401 0.00085040170697868228 -0.00098303416145220906 -0.0028152012138322998 0.00099501389873496676 0.0010851470540548835 -0.00038442991686345337 -2.09137471179606e-06 0.0011597788297919923 -0.0012727635633425318
leaf_weight=11.454224365162196 2.1848711370694209 0.43400034528894993 1.0845081394427323 0.65394798670422449 98.731236875339164 4.0204773428849867 2.2213159259408704 2.2536631220064001 2.6739339802006716 1.6360194904264056 1.6419604742259251 2.9441605141182663 2.5051613299874589 2.482080739340744 38.825844746519579 4.0173600167036083 3.8900257924105954 2.5484119660686693 2.7394678499549618 2.4869008250534534 5.3058574572205544 4.5421344561036667 0.82416688041121222 1.2116300910711286 3.5859423354268065 1.4295689998371015 4.1887513197725621 3.0461132191121578 3.5045290188863873 3.3740938398987055
leaf_count=147 33 23 156 172 1408 27 18 39 29 16 36 45 20 33 341 18 34 16 31 19 26 22 13 14 15 41 41 16 21 30
internal_value=0.000112526 0.000173524 -0.000755031 -0.00121627 3.90697e-05 0.000190425 0.000171001 0.000151351 0.000171722 0.000144302 -0.000964612 0.000590085 0.000715627 0.000180851 6.91867e-05 0.000260174 0.000587885 0.000107998 0.000315455 -0.000234364 0.000627939 0.00017666 8.28432e-05 -0.000770445 0.00018427 0.000328836 7.05607e-05 -0.000130839 0.000319005 -0.000669884
internal_weight=222.442 121.526 2.17246 1.73846 100.916 119.354 115.333 110.168 107.914 102.735 3.27798 5.16548 5.1791 99.4571 41.3079 58.1492 18.4396 39.7096 14.4223 5.22637 9.19588 37.1612 32.619 3.46537 29.1537 2.25374 25.5677 14.1135 7.69328 6.42021
internal_count=2900 1459 351 328 1441 1108 1081 1018 979 930 52 63 49 878 374 504 128 376 110 50 60 360 338 68 270 54 255 108 62 46
is_linear=0
shrinkage=0.00196078


Tree=908
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 0 2 1 0 1 0 0 2 2 1 1 2 2 2 0 1 0 0 0 0 1 1 0 0 2
split_gain=0.24527 0.835997 0.510622 0.613415 0.44079 0.374453 1.14577 0.535248 0.883712 0.838764 0.563494 1.11247 0.765604 0.757149 0.678616 0.756004 0.418476 1.16309 0.448452 1.27389 1.23138 1.43291 1.54527 0.632264 0.583875 0.52223 1.01527 0.427817 1.07435 1.60017
threshold=0.52428071015000011 0.38042274180000007 0.38398550940000004 0.52646627350000019 0.39051226010000012 0.52266399210000014 39.134693790050008 0.38906020780000011 0.51929582950000019 0.39024280710000009 0.50579323975000012 0.50300889195000009 42.929886289700008 39.852039223600009 0.37308763210000007 0.36543816055000006 42.280042771400005 42.428475018400007 43.162556114600001 0.48759019190000008 0.34632196640000007 0.48101853240000009 0.47760546090000006 0.48041974790000003 0.47961138885000004 0.34542378970000004 0.34479506600000004 0.48543456785000005 0.48218616210000004 41.093509583400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 7 -7 8 10 -9 11 14 13 -12 15 16 27 -18 20 23 21 22 25 24 -20 26 -19 28 -1 -30
right_child=1 2 3 -5 -6 6 -8 9 -10 -11 12 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00023430458632845016 -0.0018657294214009209 0.0013963940388245606 0.00013788222234611462 2.9583517905626318e-05 -0.0021809416925356478 -0.0003967509856841765 0.001340217510073585 -0.0014661142565945175 0.0010407683943766946 0.00013595395154324027 -9.981101251885345e-05 0.0010355029241313634 0.00045103248384672069 -0.0013465767074113647 0.0011405669661519956 -0.00082421621102642486 -0.0014760894100709259 0.00072961796017075812 5.5744126919746909e-05 0.001449878838288397 -0.0011602377931170754 0.00098178167947021505 -0.0016793914151588688 -0.00074484948904180327 0.0011604523784742944 0.0012362004282083583 -0.0013022264244073934 0.00049882549201537933 0.00021977566378175606 -0.001686145767402571
leaf_weight=47.820671425193723 0.91087235300801594 1.0282373130321492 0.50542890885844716 71.449197328540322 0.83731384516795515 2.4983870096039018 3.5131624149507843 2.0724829016253343 4.0835199621506026 3.1908639046159806 4.1731675937771779 5.2567921467125407 3.4874863801524043 3.3972206208854914 2.4217247162014237 3.3630429360200642 2.0547239881707346 2.1210792567217163 14.42623366274348 2.8156677000224581 3.9701312185788984 4.4604637436568737 2.5060647667851299 3.2879870098549864 2.108248531818389 1.3658923003822563 1.7059419217403045 15.493644991889594 3.9765556631027712 2.9500355497002602
leaf_count=452 15 6 7 1408 51 20 38 16 27 85 28 43 38 37 14 30 28 40 205 13 34 20 35 19 7 15 34 94 22 19
internal_value=9.28748e-05 1.25328e-06 2.42901e-05 4.90818e-06 -0.0013081 0.000138976 0.000618337 0.000118755 0.000142287 -0.000494873 0.000114735 0.000153119 -0.000309117 -0.000659299 0.000113422 9.16833e-05 0.000119417 -3.84622e-05 3.77333e-05 0.000215743 -0.000212106 9.74641e-05 -0.000414872 4.04412e-05 0.000196601 0.000195376 -0.000176102 0.000211173 0.000129767 -0.000591956
internal_weight=223.252 74.731 73.8202 72.7919 1.34274 148.521 6.01155 142.51 137.246 5.26335 133.163 122.105 11.0579 7.57039 116.848 114.426 111.063 40.8224 38.7677 22.6381 16.1296 12.1594 7.69898 19.8225 16.5345 5.19291 3.82702 70.2409 54.7473 6.92659
internal_count=2900 1487 1472 1466 58 1413 58 1355 1254 101 1227 1124 103 65 1081 1067 1037 450 422 244 178 144 124 231 212 89 74 587 493 41
is_linear=0
shrinkage=0.00196078


Tree=909
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 1 0 1 0 1 1 1 1 0 2 0 2 2 1 2 0 1 2 0 1 1 1 2 1 0
split_gain=0.167897 1.55141 1.32347 2.11638 1.36233 0.846505 0.902968 0.698708 0.749816 0.476228 0.477611 0.440541 0.522366 0.612269 1.79993 1.49964 0.341941 0.548043 1.44804 0.876672 0.527493 0.479716 0.44554 0.371491 0.335289 0.31432 0.503598 0.581477 0.458716 0.585212
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 0.37482410710000008 0.38398550940000004 0.51929582950000019 0.38906020780000011 0.51243974730000008 0.36543816055000006 0.36597706655000006 0.38906020780000011 0.39024280710000009 0.52428071015000011 39.468990633150007 0.52646627350000019 38.592454371550012 40.12915366295001 0.34524415440000006 40.496232821400007 0.46594413340000007 0.3447052483500001 37.272044000450002 0.42314601355000009 0.36000419150000007 0.39167988980000007 0.39458399450000009 40.496232821400007 0.39513787010000007 0.53484925600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -5 -4 7 -7 -9 16 -11 -8 -13 14 -14 -15 20 18 21 -19 22 -18 23 -1 -22 -17 27 -27 -28 -30
right_child=2 -3 5 4 -6 6 11 8 -10 10 -12 12 13 15 -16 25 17 19 -20 -21 24 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0013567906324358004 0.0011495893335369115 0.0012411703957228401 0.00086900635052004817 -0.0026071030874065329 -0.00044137322499120856 -0.0021508976117365929 0.00064292652592376704 -0.0020542866065045634 0.00095079918272522048 4.679801415379235e-05 -0.0013889270325796513 -0.00072487150693130529 -0.0002905405195979674 -0.0022847153318805635 0.0019019639859153435 0.00095238892428273355 -0.00020114214430295125 0.00086605889258169525 -0.0012060022454062388 9.2127605266870594e-05 0.00098376573758559888 0.00083660476039535087 -0.002197569349206448 0.00052739569779695623 0.00024971363966603204 0.00013726076510818511 0.0012301650907933178 -0.0021450619457922828 -0.00057416403665210957 0.00011313826683009475
leaf_weight=0.55350019420802699 1.5212309937924136 4.849028017371892 5.2373478496447197 2.2415345693007112 2.2253029376734048 1.232176981866359 5.2428009585710234 0.49670702154253354 0.89341416335082613 2.0006881505250926 1.6058361729665191 3.162066605873405 3.186575887259095 1.0529939664702386 2.6258272986706288 1.5285114087164391 4.0534384371712786 6.0511491802753872 4.315658351755701 80.317630521618412 5.246761661488561 2.9656270118430257 0.42399324587313447 1.4728374651813281 4.3974437432189006 0.86501939455047139 1.3081180108711112 0.85179795575095341 5.1851501150740651 58.497479490610203
leaf_count=62 11 34 34 37 31 14 33 57 15 11 33 20 26 53 32 9 30 42 42 750 36 17 18 33 33 9 9 36 127 1206
internal_value=0.000105415 0.000155062 4.51107e-05 -0.000847904 -0.00152817 0.000103638 5.70975e-05 -0.00107585 -0.000122954 0.000108621 -0.000592471 9.26749e-05 5.5814e-05 8.8684e-05 0.000699951 3.7407e-05 0.00013165 9.31509e-05 -0.000312222 0.000146351 0.000442656 0.000237317 -0.000369734 1.27246e-05 0.000649062 7.32412e-05 5.30967e-05 -0.000995112 8.07865e-05 5.71769e-05
internal_weight=215.608 118.254 97.3541 5.98807 4.46684 91.366 86.1286 2.6223 1.39012 113.405 3.60652 83.5063 78.2635 75.1015 5.8124 69.2891 109.798 97.7035 11.3347 86.3688 12.0945 7.01907 2.45033 2.02634 9.64421 68.2361 66.7076 1.71682 64.9907 63.6826
internal_count=2900 1141 1759 79 68 1680 1646 86 72 1107 44 1560 1527 1507 58 1449 1063 881 89 792 182 47 113 95 69 1396 1387 45 1342 1333
is_linear=0
shrinkage=0.00196078


Tree=910
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 0 1 1 1 2 2 1 0 1 2 2 1 2 0 0 0 1 1 1 2 0 2 0 2 0
split_gain=0.273866 0.212849 0.292565 0.206662 0.601438 0.752755 1.00816 0.564104 0.933222 0.720099 1.06659 0.582978 0.562262 0.451774 0.700705 0.570024 0.54457 0.401292 0.661304 1.25006 0.704994 2.29159 3.22811 1.18549 1.58664 0.515069 1.32723 0.498694 0.469645 0.442902
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.52366695610000014 0.39458399450000009 0.52772372085000019 0.38991347565000006 0.39584144190000009 0.39971857130000005 43.633733172900008 36.514114975300011 0.4019490434500001 0.52266399210000014 0.41753240920000007 42.072181850200003 44.157169339850007 0.40621538280000008 38.592454371550012 0.51700547890000015 0.52104727400000017 0.50300889195000009 0.37138109635000011 0.37668033890000002 0.36195024100000012 40.742467179200005 0.48140774230000011 41.24714903835001 0.46594413340000007 37.272044000450002 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 5 6 -5 -6 9 10 -9 -10 17 14 16 -16 -13 27 20 -20 23 -22 -23 29 -25 -26 -27 28 -1 -19
right_child=1 -3 -4 4 7 -7 -8 8 11 -11 -12 13 -14 -15 15 -17 -18 18 19 -21 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-2.6512608693918009e-05 -0.00067383495185511274 -0.0020764829094747335 0.0016328395668412136 9.5286749680467043e-06 0.00096420444898374349 -1.37812220129674e-05 -0.0023058048836358423 0.00064740909046735111 0.0012871783714692832 0.00018279395831463316 -0.0022278817150075949 -0.0004374474865975899 0.00082059933741022615 0.00016074991237115575 0.00084889692810871079 -0.00091996105481191538 -0.0022796332392369181 6.7817005437044442e-05 -0.0016940363963484312 0.00015842498733865148 0.0014916905364833902 -0.0022853344266792596 0.00075352570076554542 -0.0031675441906511533 0.00041014274758044525 0.0013374371987858252 -0.0024083042905448625 0.00049920404288099655 -0.0022070637739397708 0.00040299043984033428
leaf_weight=2.1215804961739226 1.3802923335751973 0.31703274353640143 0.24963529407978047 1.3264707084745153 2.845436346018686 5.3399820438353345 1.5894087210181167 0.67304822709411327 1.6438960172235955 1.6728710588067768 1.885727690765634 1.528553131502121 5.0050402081978964 50.975236224194305 1.9425546478014442 1.0954091395542489 1.0344732753583228 78.259532084324746 2.223563325678696 3.7837996761227259 5.6733834659680706 1.9956173640675841 4.115697396802716 0.93963943957351048 1.8527705065207558 0.55720026791095723 1.0472230876912361 19.739044971938711 0.46254081570077676 18.798459282144904
leaf_count=95 322 34 4 18 21 63 53 11 17 27 62 15 35 768 21 36 38 727 29 23 44 35 43 16 29 2 42 148 20 102
internal_value=0.000125686 -0.000606478 -0.000320551 0.000132162 4.73506e-05 -0.000451294 -0.00125253 0.000110397 7.14954e-05 -0.000817566 -0.00147158 0.000136116 0.000174721 0.00010267 -0.000425922 0.000211094 -0.00118098 0.000151887 0.000106719 -0.000527244 0.000140351 0.000594293 -0.000238798 8.76219e-05 -0.000908213 -0.000294144 -0.00110745 0.000393166 -0.000416817 0.000132734
internal_weight=222.075 1.94696 1.62993 220.128 73.5531 8.25586 2.91588 65.2972 62.4518 4.23165 2.55878 58.2201 146.575 56.5762 5.60099 3.03796 2.56303 141.57 119.247 6.00736 113.24 11.7847 6.11131 101.455 4.39683 3.45719 1.60442 22.3232 2.58412 97.058
internal_count=2900 360 326 2540 1150 134 71 1016 995 100 73 895 1390 878 110 57 53 1355 1092 52 1040 122 78 918 89 73 44 263 115 829
is_linear=0
shrinkage=0.00196078


Tree=911
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 0 1 0 1 2 2 0 0 2 2 0 1 1 0 0 0 2 2 2 2 2 1 2 1
split_gain=0.0504071 0.437061 0.239101 0.164228 1.2301 0.373184 0.310442 0.956445 0.363474 0.325455 0.25173 0.530373 0.242069 0.503466 0.876951 0.875774 0.379503 0.651709 0.569509 0.372786 0.305394 0.367591 0.1912 0.769484 0.852005 0.730029 0.634916 0.585642 0.368883 0.350272
threshold=0.46613873835000008 0.57811143375000007 0.46208197360000008 0.45206730335000006 0.56323163980000013 0.44922307715000004 0.56915960600000015 0.43967246490000006 0.57811143375000007 0.4410796084000001 39.091773401050006 42.622319549950006 0.54910032635000017 0.55240861050000023 40.259171735100004 41.468518788800004 0.54317236010000014 0.41985269900000005 0.42274183410000005 0.54095685760000012 0.55754318735000019 0.56501302355000016 40.79983011445001 40.305698932850007 40.496232821400007 40.21994457600001 41.134354310300004 0.34554354660000003 41.21013581150001 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 9 -8 -9 12 -6 -12 16 -14 -15 -16 19 -18 -19 22 -17 -22 23 25 -25 29 27 -24 -28 -1
right_child=1 -3 -4 4 10 -7 7 8 -10 -11 11 -13 13 14 15 20 17 18 -20 -21 21 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=0.0068910204115724995 -0.10734529868254568 -0.00054491901617113013 0.034290520696034249 -0.1326438448319078 0.040549127822973395 0.044641769977716857 0.017759768041948055 -0.12216342482009215 -0.027165829118762946 0.033076899662753304 -0.051878830592541794 0.023193287198839813 -0.075682201088757589 -0.089762715418889971 0.067203569909450381 0.01989458206659972 -0.016521051718311055 0.067096942554132274 0.011370059818222526 -0.028651799869146972 -0.071297026608394445 0.0035507344570584508 -0.069418169350017891 0.069463579128126132 0.0084402322106210802 -0.057953541318021468 0.04292788979448111 -0.0017447902172989475 -0.00030281667589996731 -0.017052034519960766
leaf_weight=42.568772661523781 0.41044297692133014 5.7673912339832896 2.2030939001488141 0.77546349799376812 1.2986520132963049 2.0001587599981567 2.098383753735106 0.9932920414721591 0.67745807559913374 3.2683523719751966 1.7048897865461188 2.1005497837904841 1.1899503046479347 1.0469380557624388 1.8242238834500311 1.5123108589323235 3.323827372514641 3.3723183460533619 4.0199377853423357 4.1825167170609339 1.4102977433940398 1.2270586723461745 2.55519664811436 3.7041639294475299 5.9843521300936118 2.0143984258174887 2.0225512292236081 2.5599367585964501 81.893501568993088 7.1340406520575916
leaf_count=420 26 559 23 21 38 22 43 35 24 27 30 23 32 75 9 19 43 20 23 34 34 13 23 32 49 15 14 21 1019 134
internal_value=0.00124951 -0.00764052 0.00153756 0.00115469 -0.0152954 0.00168441 0.00120861 -0.0271895 -0.0836437 0.00181397 0.0025333 -0.0104401 0.0012252 -0.015534 -0.00533953 0.00945583 0.00205749 0.0202561 0.0367924 0.00079621 -0.0159305 -0.0364733 0.00161494 0.00590767 0.031771 0.00106253 -0.0013458 -0.0355501 0.000739133 0.00345438
internal_weight=196.844 6.17783 190.667 188.463 5.87956 182.584 180.584 3.76913 1.67075 176.815 5.10409 3.80544 173.546 8.21078 7.02083 5.97389 165.336 10.7161 7.39226 154.619 4.14967 2.63736 150.437 61.4057 9.68852 51.7172 89.0312 5.11513 83.9161 49.7028
internal_count=2900 585 2315 2292 112 2180 2158 102 59 2056 91 53 2029 182 150 75 1847 86 43 1761 66 47 1727 650 81 569 1077 44 1033 554
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 1 1 0 0 2 0 0 2 2 1 0 0 2 2 1 0 1 0 2 0 2 0 0 2
split_gain=0.202188 1.54719 1.05268 2.01557 0.735259 0.569548 0.560061 1.27348 0.531846 1.18349 0.867492 0.515489 1.09796 1.0157 0.830441 0.428757 1.10918 0.412319 0.762304 0.633398 0.400076 2.04103 1.08335 0.527734 0.39539 0.385801 2.07311 1.04904 0.412224 0.344025
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 0.49588335680000006 42.622319549950006 0.35585760905000008 0.35165114815000004 0.48543456785000005 0.48368312325000012 41.495754733000005 0.47814436690000012 0.4622167001000001 38.592454371550012 43.124157941850008 0.37982395740000008 0.51484985480000012 0.48041974790000003 41.322103772800006 42.049402686800001 0.38042274180000007 0.51929582950000019 0.38906020780000011 0.52215502530000013 40.036761086100007 0.52428071015000011 39.091773401050006 0.52682554415000016 0.52607706355000017 38.318569170500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -5 7 8 9 17 -10 12 -8 -13 -15 -4 -17 29 -19 -20 -18 -22 24 -24 -23 26 -25 28 -27 -1
right_child=2 -3 15 5 -6 -7 11 -9 10 -11 -12 13 -14 14 -16 16 20 18 19 -21 21 22 23 25 -26 27 -28 -29 -30 -31
leaf_value=0.0004730045418858725 -0.00086022935647497509 0.0012406760115596834 -0.00075096459928616162 -0.0024449014997102317 0.0011596880105180435 -0.00074127527848551439 -0.0012325997096985079 0.0012753614750613228 0.0010996768164692914 -0.001173792036207515 0.00013620296015443088 4.8652280264429965e-05 0.0013336104806234491 -0.0016361643262036397 -1.5509270990104315e-05 0.0016519724265568181 0.0011065047027890022 0.0007826064211126127 -0.00052528271494366337 0.00039103667013248904 -0.0021685590971474338 0.001270483935973859 -0.00092292867618253135 -0.00096406064904413483 0.00032382999990664189 -0.0023008110141289062 0.001288525709682335 5.5754326573333868e-05 -5.9596402846004347e-05 -3.2260501108361945e-05
leaf_weight=5.7426637359931183 1.094758450155495 4.8431231640279284 2.2906729872338465 2.0434380952501674 1.8871753778075797 1.1960790143930351 0.9420923050129234 3.8139416078338391 5.2522657141089466 2.9020449519157401 11.372345365118234 7.9879607838811335 2.0056714163947618 3.4103540647774935 1.8888556676683945 1.7545918724499632 1.4319010218605388 8.6613095030188578 4.8758779466152173 7.1581383973825723 1.5502982233301725 3.8089731819927684 2.1392825962539055 2.4068417265079907 3.0582862939918414 1.0256016704079218 4.5220580914829043 71.496862833987507 0.45571726979687799 52.969543215134763
leaf_count=113 30 34 28 37 23 31 46 34 32 18 55 51 17 34 29 11 7 39 24 35 20 19 20 21 26 44 35 1388 19 580
internal_value=0.00010104 0.000154313 3.64714e-05 -0.000745138 0.000418115 -0.0018159 0.000110093 0.000163568 0.000120708 5.60975e-05 0.000440596 -0.000228335 0.000513461 -0.000392902 -0.0010585 8.7156e-05 0.000107656 0.000101045 0.000339027 1.97673e-05 7.81703e-05 6.18934e-05 0.000100784 3.81665e-05 0.000848898 6.38971e-05 0.000506061 2.19159e-05 -0.00161132 1.71597e-05
internal_weight=225.989 123.826 102.163 6.22145 2.98193 3.23952 118.983 102.748 98.9342 82.3096 16.6246 16.2349 2.94776 13.2872 5.29921 95.9411 93.6504 79.4075 20.6953 12.034 91.8958 90.4639 88.9136 82.0464 6.86726 79.9071 6.9289 72.9782 1.48132 58.7122
internal_count=2900 1141 1759 121 53 68 1107 930 896 809 87 177 63 114 63 1638 1610 791 98 59 1599 1592 1572 1527 45 1507 56 1451 63 693
is_linear=0
shrinkage=0.00196078


Tree=913
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 1 0 0 1 2 0 2 0 1 0 2 1 0 2 1 1 1 0 2 1 1 1 1 1
split_gain=0.198478 1.52816 0.928836 2.03369 1.04968 0.633755 0.438753 0.400628 0.893891 0.399745 0.81167 0.54348 0.393454 0.773083 0.591256 0.647335 1.44537 0.566007 0.561995 0.588806 0.481917 0.465138 0.565105 0.832985 1.70127 0.847926 2.15033 0.60441 0.363081 1.00113
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.082598263550004 0.49588335680000006 0.36543816055000006 0.51589772760000019 0.51929582950000019 0.38906020780000011 40.982542372850013 0.52215502530000013 37.064694648750013 0.52877159370000015 0.39078171310000004 0.52646627350000019 42.34047585750001 0.39167988980000007 0.52975958800000011 34.997818021800008 0.45521092180000006 0.39458399450000009 0.39513787010000007 0.53484925600000011 44.086690780350004 0.40367054880000008 0.41753240920000007 0.39971857130000005 0.41808628485000005 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -2 -1 -4 -9 10 -10 -11 13 -13 -14 16 -16 -17 -15 -20 -21 -19 -23 24 -24 27 -27 -25 -28 -30
right_child=2 -3 7 4 -6 -7 -8 8 9 11 -12 12 14 18 15 17 -18 21 19 20 -22 22 23 25 -26 26 28 -29 29 -31
leaf_value=0.00014141994353581604 -0.00073327311674317632 0.0012489627404851176 0.00069886101344535264 -0.0025822305552182876 -0.00020195662096108937 0.0011870792097688635 -0.00054972775979781491 -0.0013075729971787275 0.0010367304616360979 -0.00093505468765864351 -0.00027442554012046416 -0.0024712335623978572 0.00072279167182027256 0.0022648013746178952 -0.0026408135514214199 0.00127244332720729 0.00070753543849753995 -0.0010557513891983864 0.00052141704752641264 -0.0021909103104591934 0.00054640355706041298 0.0013895903289368496 -0.0018594920176914574 0.00010634778911877941 0.00042129348169859501 -0.0022610936260536968 0.001165534595682904 0.0014259921713528614 -0.0015100922732997713 0.00014297707881740033
leaf_weight=110.97353984029633 1.0302523062709945 4.7977464124560347 4.0340105267241588 2.1066035274416213 1.0761952687462324 1.8420981451636178 3.6473902698489828 1.7822497593588185 4.6437776489183298 2.0787246514737481 2.9801433118991554 0.66270318298484143 5.6059760581701985 0.33568498492240939 1.0381952137686301 1.5297501012682904 0.94846488316034072 1.3911825687973749 1.2172082261463404 0.86595112372742711 0.34610942323888594 1.2616247478872527 2.4763576106633982 2.3189062788151196 2.5543532596711884 1.4984556770941697 1.2496711146086443 3.1428939234465361 1.4500164370983828 49.233550322644987
leaf_count=1063 30 34 27 39 29 23 44 27 27 20 30 25 27 1 36 6 35 39 168 48 42 8 63 26 48 43 7 22 14 849
internal_value=0.000110739 0.000164807 4.66219e-05 -0.000697889 -0.00177739 0.000498289 0.000119427 9.42534e-05 6.73365e-05 9.49222e-05 0.000524208 5.46191e-05 8.06186e-05 -0.000569155 0.00011004 6.10332e-05 -0.00104226 9.32159e-05 -0.000113265 -0.000441875 -0.00140926 6.61206e-05 9.00634e-05 6.44156e-05 -0.000701419 0.000129834 5.46117e-05 0.000865713 0.000121428 9.56841e-05
internal_weight=220.12 119.419 100.701 6.05515 3.1828 2.87235 114.621 94.646 90.612 88.8297 7.62392 81.2058 79.1271 3.42766 75.6994 70.0934 1.98666 68.1068 2.76495 2.42927 1.21206 66.577 65.1858 63.9242 5.03071 58.8935 53.4317 5.4618 51.9332 50.6836
internal_count=2900 1141 1759 121 68 53 1107 1638 1611 1584 57 1527 1507 284 1223 1196 71 1125 259 258 90 1119 1080 1072 111 961 913 48 870 863
is_linear=0
shrinkage=0.00196078


Tree=914
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 1 0 1 1 1 1 0 1 1 0 0 0 2 0 2 2 0 0 0 1 1 0 1 2 2
split_gain=0.249782 1.45033 0.973943 2.399 1.47464 0.799743 1.02014 0.667532 0.694606 0.581188 0.670121 0.574035 1.05142 0.525047 0.654639 0.389845 1.08203 0.732808 1.72004 1.07561 0.882805 0.751096 0.609356 0.738073 0.286232 0.83279 0.717614 1.88232 0.709997 2.12015
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 0.37482410710000008 0.38398550940000004 0.51929582950000019 0.38906020780000011 0.39024280710000009 0.36543816055000006 0.36597706655000006 0.52324780695000006 0.39078171310000004 0.38906020780000011 0.51243974730000008 0.48543456785000005 0.48368312325000012 41.495754733000005 0.48759019190000008 43.124157941850008 42.541806567400009 0.49678153350000009 0.48181192180000004 0.48140774230000011 0.41917906650000009 0.42067602765000006 0.54317236010000014 0.40367054880000008 43.633733172900008 42.37975859965001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -5 -4 13 -8 -9 15 -11 -10 -13 -7 -15 16 22 18 -17 20 -19 -20 23 -1 26 -26 28 -28 29 -14
right_child=2 -3 5 4 -6 6 7 8 11 10 -12 12 24 14 -16 17 -18 19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=9.829121075601641e-05 0.0012813427339203375 0.0012246652760090101 0.00082453656099592502 -0.0025691148841613305 -0.00037216473242365745 -0.0020730475232091767 0.00073351225451135835 -0.00087294855502068817 0.00073317593219127141 0.000117001591979412 -0.0015525470533685963 -0.002380024792787587 9.0485258289441103e-05 -0.0020562033004788531 0.00076980915767215006 0.0017823450022106942 -0.00097573397845388118 0.00014014090727943333 -0.00062887478252964229 0.00075060702772494715 -0.0010825490815265285 0.00061863955925142581 0.00057472901944972141 -0.0011881752649125919 0.00083708962479985623 4.3444394773466845e-05 0.0005356845306921477 -0.0024029826592895792 0.00065987424774797596 -0.0021600264393631325
leaf_weight=69.676575237310317 1.718364250846206 4.8048969432711592 5.3377007879316798 2.2566467681899667 2.4498564191162586 1.2637749761342996 5.6144837639294556 3.1183247948065391 4.7263442895346079 2.0500819534063335 1.6831894596689378 0.69033842161297698 11.922838877479085 0.50993501689663367 0.8250240188499447 3.9149626344442394 3.5422121607698491 5.8530426472425443 2.7622939562425 5.5569931981153777 3.7090542577207088 5.6523847095668316 10.395490653812884 1.7578548863530148 5.7026790927629909 46.799156106755618 1.6336946282535785 1.7206261451938187 4.8365711455116971 1.860548483673482
leaf_count=817 11 34 34 37 31 14 33 20 33 11 33 11 167 57 15 17 23 27 25 31 24 40 47 12 34 1065 38 59 59 41
internal_value=0.000108674 0.000168944 3.7651e-05 -0.000701574 -0.00142555 8.68362e-05 4.3672e-05 7.91784e-05 3.49223e-05 0.000125423 -0.000635734 7.03578e-05 2.86809e-05 -0.00116722 -0.000309687 0.000150609 8.52537e-05 0.000353882 0.000708655 6.45631e-05 -0.00033413 0.000209117 0.000131181 6.66339e-05 5.10078e-05 0.000129649 -0.000136885 -0.000971729 1.35089e-05 -0.0002133
internal_weight=224.346 121.359 102.987 6.42487 4.7065 96.562 91.2243 88.6256 83.0111 116.554 3.73327 79.8928 75.1665 2.59873 1.33496 112.821 85.3721 27.4487 12.3296 15.1191 9.5621 8.41468 81.8299 71.4344 74.4761 52.5018 21.9743 3.35432 18.62 13.7834
internal_count=2900 1141 1759 79 68 1680 1646 1560 1527 1107 44 1507 1474 86 72 1063 899 164 82 82 51 65 876 829 1463 1099 364 97 267 208
is_linear=0
shrinkage=0.00196078


Tree=915
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 1 0 1 0 1 1 1 0 2 0 1 0 2 0 2 1 1 1 1 1 2 2 2 2 1
split_gain=0.0522961 0.931927 0.823913 1.79631 1.12751 0.586177 0.719734 0.491494 0.705896 0.342083 0.365615 0.274527 0.389645 0.31464 0.726496 0.500133 0.50875 1.31214 0.494935 0.54205 0.398254 0.392147 0.358296 0.857888 0.32766 0.26379 0.232287 0.789269 0.715802 0.364565
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 0.37482410710000008 0.38398550940000004 0.51929582950000019 0.38991347565000006 0.51243974730000008 0.36543816055000006 0.36597706655000006 0.38906020780000011 0.52215502530000013 37.064694648750013 0.52877159370000015 0.39078171310000004 0.52646627350000019 42.34047585750001 0.52975958800000011 34.997818021800008 0.3920092213000001 0.39458399450000009 0.39584144190000009 0.3982365797500001 0.45521092180000006 43.57842012870001 41.840895355800008 42.102795028150005 41.322103772800006 0.39904493880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -5 -4 7 -7 -9 -1 -11 -8 -13 14 -14 -15 17 -17 -16 -20 -18 -22 -23 25 -21 -24 28 -28 -25 -29
right_child=2 -3 5 4 -6 6 11 8 -10 10 -12 12 13 15 18 16 20 -19 19 24 21 22 23 26 -26 -27 27 29 -30 -31
leaf_value=0.0020746187575813491 0.059288313463382217 0.050867256487994443 0.036352187811332176 -0.12904942609792036 -0.021447127537276262 -0.097544195583337628 0.024659055132633948 -0.10465182539788016 0.069626760546792385 -0.0015283570126643985 -0.068886950223413498 -0.043472773111164265 -0.12760897566574136 0.032253384153264217 0.11362173264297742 -0.13319573412424721 0.055748746088551897 0.037793839048563031 0.028854616317501088 -0.11016381172869327 -0.055791480505631819 0.043963554610200337 -0.11147170532984765 0.0015316439420608521 0.025625565380365256 -0.024038390395262774 0.060233048002246936 0.069617322760682041 -0.050453811945463493 0.00026867142903236687
leaf_weight=102.35326200482905 1.3804367524571706 3.8944362718611947 4.6855736663565031 1.8845753567293289 2.0150539577007294 1.2526562660932534 4.8242797364946446 0.3961347198965085 0.56231272390141385 1.8589760437607759 1.4223932073218746 2.0029612198086388 0.61388943600468282 5.2616878324188283 0.30477115511894259 0.94803153560496756 1.3331746499752615 0.85221277397067752 0.98015604180955029 0.72461396548169432 1.2130405701755069 1.9347117368597526 0.8545818036654953 27.19316445791765 0.23543999910111779 0.5787651464343071 2.7356913762778303 0.78897297754884022 2.9345052669923453 19.341742503414935
leaf_count=1063 11 34 34 37 31 17 33 56 13 11 33 20 25 27 1 36 10 35 168 48 35 15 38 422 42 19 37 4 57 488
internal_value=0.00136911 0.00282681 -0.000448654 -0.0387451 -0.0734481 0.00200077 -6.62768e-05 -0.0563038 -0.0024041 0.0010557 -0.0307267 0.0015773 5.23167e-06 0.00127046 -0.0312082 0.00267795 0.000114608 -0.0522514 -0.00484739 -0.0234567 0.00171492 0.000463746 0.00167449 0.000171252 -0.0768633 -0.0761674 0.00223601 0.00983547 -0.00353186 0.00298662
internal_weight=197.362 109.529 87.8331 5.28007 3.89963 82.5531 77.8675 2.2111 0.958447 105.635 3.28137 75.6564 70.8321 68.8292 2.85887 65.9703 60.7086 1.80024 2.24498 1.94021 58.9084 57.5752 56.3621 54.4274 0.960054 1.43335 52.9941 22.8664 30.1277 20.1307
internal_count=2900 1141 1759 79 68 1680 1646 86 69 1107 44 1560 1527 1507 284 1223 1196 71 259 258 1125 1115 1080 1065 90 57 1008 529 479 492
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 0 2 0 2 0 1 1 1 2 0 1 0 0 2 0 0 0 0 0 2 1 0 0 0 1
split_gain=0.0476863 0.41559 0.511192 0.392175 0.335104 0.388568 0.272851 0.261038 0.547993 0.175897 0.160814 0.21187 0.192826 0.171989 0.150447 0.36025 0.349981 0.264418 0.372779 0.316897 0.3372 0.240947 0.445225 0.415832 0.517279 0.389307 0.63111 0.237989 0.542102 0.781249
threshold=0.57995269605000022 42.406961525800007 0.47536001915000009 0.47976108500000009 42.654057868200006 0.58859016195000013 37.272044000450002 0.57507260265000015 40.922041107600009 0.62406814170000013 0.50663153795000015 0.52041855035000018 0.52332265500000019 48.461603274950008 0.56915960600000015 0.45051046375000009 0.56704889075000009 0.56369569775000017 42.233786329550007 0.56276758185000009 0.56055207925000017 0.55609113500000007 0.54910032635000017 0.55240861050000023 41.840895355800008 0.4410796084000001 0.55754318735000019 0.54317236010000014 0.54475913895000005 0.42194844465000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -3 -6 9 14 -9 -5 -7 -12 -13 -14 16 -16 17 19 -19 20 21 22 27 -24 -25 26 -23 -1 -29 -30
right_child=1 4 3 6 5 10 -8 8 -10 -11 11 12 13 -15 15 -17 -18 18 -20 -21 -22 25 23 24 -26 -27 -28 28 29 -31
leaf_value=0.00073946321826788141 -0.11202604703285098 0.053402624154601924 0.080413906463807264 0.085509344312420604 -0.060317648622494627 0.01361725624085656 -0.10744589910411771 0.08659661840521489 -0.027561404995810387 -0.10325354092455791 -0.11049322406855802 0.10214455602149633 0.0095263645326556668 -0.10395734631962875 -0.047644050809239148 0.022174027695463259 0.043606886719349952 -0.068171522423373918 0.0092304574396641342 0.037949919976749548 -0.042123540815068271 0.058325066551907251 -0.077472168821867554 -0.06715107273252871 0.027187453378837319 0.055177598547023823 -0.054628842528734303 0.044136404887686942 0.02934554653804531 -0.040043873051073882
leaf_weight=154.38301000097135 0.75229242843988486 1.1712064417879444 0.36088412316166796 0.17000348905730789 1.0537859313772058 4.6520671849430073 0.35462706108410202 1.0326991983602045 0.70931724400725205 0.069566624339358896 0.24941999230577483 0.13917269743978977 0.39835060630139196 0.20089837335399352 1.9062329664593556 1.206985323136905 1.9614681169041421 1.3026223993292654 1.1912510213442145 2.3652008129283777 1.7864778499497322 0.86711100785760153 1.34785295392794 0.93380945952230865 1.539376789354719 2.1299073782865889 1.1516032036161048 4.2067874684580584 3.6082838505972177 2.9483991544693708
leaf_count=1770 103 18 7 27 35 99 154 31 25 81 28 2 47 48 35 21 34 33 11 22 23 15 34 37 19 19 33 33 36 20
internal_value=0.00123127 -0.00565248 -0.050373 -0.00181056 0.0040558 -0.00457849 -0.0517494 0.00158444 0.0401136 0.0306962 0.00583607 -0.0308081 -0.00389248 -0.0285191 0.00122131 -0.0205758 0.00159473 0.00113632 -0.0311988 0.00159122 0.00109954 0.00154559 0.000961008 -0.0327858 -0.00843227 0.0253546 -0.00611104 0.00174182 0.0161188 -0.00185738
internal_weight=196.151 9.57227 1.70737 0.955081 7.8649 6.69369 0.594197 186.578 1.74202 0.23957 5.63991 0.987842 0.738422 0.599249 184.836 3.11322 181.723 179.762 2.49387 177.268 174.903 173.116 168.968 3.82104 2.47319 4.14862 2.01871 165.146 10.7635 6.55668
internal_count=2900 649 372 269 277 259 262 2251 56 108 224 125 97 95 2195 56 2139 2105 44 2061 2039 2016 1949 90 56 67 48 1859 89 56
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 1 2 2 0 0 1 0 0 1 1 0 1 2 0 0 0 2 0 0 0 0 2 0 0
split_gain=0.178096 0.509763 0.337267 1.1103 0.946373 0.422922 0.570861 0.489861 1.33997 0.446001 1.26878 1.35818 0.672711 0.464468 1.68653 0.638923 0.877909 0.445935 0.417192 1.33447 0.436562 0.663471 0.420087 0.480995 2.12744 0.885318 0.664271 0.499566 0.427203 0.412048
threshold=42.178283198950005 42.027086531450003 0.36000419150000007 0.49128768600000011 0.36254902550000007 0.57944372925000021 0.47536001915000009 41.840895355800008 41.590548329450009 0.55671985870000007 0.54679500610000009 0.42892428370000008 0.56055207925000017 0.56704889075000009 0.46208197360000008 0.43887907550000005 0.57507260265000015 0.47976108500000009 41.792045663550006 0.47943175355000006 0.48543456785000005 0.48320409570000006 41.678468725050003 0.48181192180000004 0.48101853240000009 0.48041974790000003 0.47976108500000009 41.468518788800004 0.47943175355000006 0.47851860725000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 -4 7 -7 8 9 10 -6 -12 -11 14 -14 -15 -17 -8 20 -20 21 22 23 24 25 26 27 28 29 -1
right_child=-2 -3 4 -5 5 6 17 -9 -10 12 11 -13 13 15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014226559372449135 2.679797767863407e-05 0.00069425002299572847 -0.0017101494953351492 0.0014571097398702261 0.00010591074135306719 -0.0021775197820626396 0.0016614737247761114 0.0009452143250816208 -0.001558671464580658 0.0013032808379819971 -0.00026432289287052041 -0.0026621980818262816 -0.0010376620606956499 0.0016484287319405557 0.0012951155114986608 -0.00045641001786609329 0.0015603771126172028 -0.00097565719977733335 0.00072437281045632026 -0.0012590847452758453 0.00072392734445559629 -0.00083089566781580266 0.00095996433607476741 0.00071793984052697139 -0.0018911977393776479 0.001244830387353195 -0.0009119360191861593 0.0011592365728563851 0.00090946298718794477 -0.0005948191079441739
leaf_weight=19.279916327893275 78.185938364376852 6.1779912916827007 1.1799318047997065 2.7048514904454342 51.203441261626722 0.75564451762875151 0.40739188023144357 2.4468225883319965 1.9296480361372221 2.6548705511959261 2.9177490063011637 1.3185697401931973 3.3884776958730054 1.5865973599138667 1.8377807146243865 2.6672985927361883 1.2045943191496915 0.62434517616065932 2.3966723110934245 2.8608576953411102 5.9581696577370158 2.4604577757418147 2.7332997287157914 5.2421094365417948 1.9826663434505452 2.8503504842519751 2.2978620976209632 1.8870573397725809 2.3471627235412589 3.4354885509237638
leaf_count=238 1232 55 23 29 432 103 7 24 30 28 40 34 50 20 12 42 24 245 31 17 31 15 13 24 13 15 16 21 11 25
internal_value=0.000101831 0.000143515 0.000118229 0.000230269 3.22203e-05 5.96527e-05 -0.000882692 8.26766e-05 5.28292e-05 9.80409e-05 2.05894e-05 -0.00101067 0.000419931 0.000200442 -0.000217356 0.000600465 0.000171038 6.56408e-05 0.000170727 -0.000354915 0.000225479 0.000158766 0.000216665 0.000164999 7.99479e-05 0.000201704 0.000100045 0.000186332 0.000113078 3.07886e-05
internal_weight=218.924 140.738 134.56 58.4369 76.1232 74.9432 1.78738 73.1558 70.709 68.7794 55.4398 4.23632 13.3396 10.6847 5.22626 5.45849 3.87189 1.03174 55.7321 5.25753 50.4745 44.5164 42.0559 39.3226 34.0805 32.0978 29.2475 26.9496 25.0626 22.7154
internal_count=2900 1668 1613 499 1114 1091 355 736 712 682 506 74 176 148 62 86 66 252 470 48 422 391 376 363 339 326 311 295 274 263
is_linear=0
shrinkage=0.00196078


Tree=918
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 0 2 1 1 1 1 0 1 0 1 1 1 2 2 1 0 1 0 0 2 2 0 0 1
split_gain=0.229552 1.51502 1.19463 1.83969 1.49682 0.747448 0.863728 0.536952 0.719518 1.09745 0.485672 0.545203 0.564252 0.702832 1.37492 0.575942 1.07246 0.815897 0.62702 1.08158 0.517845 2.12027 0.94821 0.870244 0.975154 1.06382 0.599119 0.581685 0.562783 0.542638
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 43.368902217050007 0.38398550940000004 0.51929582950000019 34.394321486900004 0.39904493880000008 0.39971857130000005 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.39458399450000009 0.52772372085000019 0.39584144190000009 0.39971857130000005 0.4019490434500001 43.633733172900008 36.82350895510001 0.41917906650000009 0.54095685760000012 0.40621538280000008 0.54017843775000018 0.54475913895000005 40.621691032550004 40.380906245900007 0.53781323915000012 0.53592706805000012 0.4211999641000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 7 -7 -9 -10 -8 -12 -13 14 -14 -15 18 -18 19 -17 21 26 -23 28 25 -25 -19 -28 -22 -26
right_child=2 -3 5 4 -6 6 10 8 9 -11 11 12 13 15 -16 16 17 20 -20 -21 23 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.00011073819431630439 0.0010016350899700434 0.0012263390968404733 0.00079799549223693027 -0.0022407132423232176 0.00022401567127299595 0.00079027361435441172 0.00063818679034615853 -0.0024818294567336687 0.0023074019839017042 -0.0020531351287292649 -0.00075867278178151274 0.00073246662499552666 -0.0022683456116638591 0.00094269956615851012 3.1930212699443969e-05 0.00057956111373372147 0.0014540522092338528 -0.0005383755357438563 2.2322031543058239e-05 -0.0022626862455207824 0.00012124148587852059 5.3627150816776785e-05 -0.0024615442337896469 2.4323110082723577e-05 0.00087553663628553652 0.0014626868532935681 8.3869159430760263e-06 0.0014530416835995905 -0.0025616196863456186 5.3318986996974996e-06
leaf_weight=116.1986174920803 1.5699284616857756 4.8765714168548575 5.3013438624329856 3.0301164323464036 1.3781654981430618 0.48462302645202671 5.4895411878824225 1.2169242530362683 0.39010529412189487 0.51464951853995444 3.1918729431927195 4.6247649662400354 1.4854326244676475 2.823120138142257 3.0509242201223969 0.70199268171563689 1.6744134931359429 2.3688562033930776 1.7032246935414148 1.9297923508565871 0.50559200873976695 0.79828197311144355 2.0721265616157325 3.6055404539220026 2.9615421061753286 4.3766432479023933 2.272333957022056 2.027834564447403 0.7414621397620067 39.510472317288986
leaf_count=1107 11 34 34 43 25 8 33 27 3 48 20 33 54 21 40 12 17 26 27 62 33 11 59 23 21 23 36 10 14 985
internal_value=9.79699e-05 0.000155671 2.93439e-05 -0.000821048 -0.00147016 8.23979e-05 4.04896e-05 -0.00107191 -0.00149726 -0.000172992 7.34673e-05 3.58573e-05 6.78641e-05 2.66679e-05 -0.000721296 7.50891e-05 3.86673e-05 0.000103664 -0.000904646 -0.00150456 6.67423e-05 -0.000353016 -0.00176206 0.000144192 0.000184186 0.00081298 0.000253448 0.000689644 -0.00147391 6.60106e-05
internal_weight=222.877 121.075 101.802 5.97821 4.40828 95.8234 90.5221 2.6063 2.12168 0.904755 87.9158 82.4262 79.2344 74.6096 4.53636 70.0732 67.2501 62.9151 4.33501 2.63179 61.2407 9.53943 2.87041 51.7013 50.4542 7.98218 6.66902 4.30017 1.24705 42.472
internal_count=2900 1141 1759 79 68 1680 1646 86 78 51 1560 1527 1507 1474 94 1380 1359 1258 101 74 1241 142 70 1099 1052 46 72 46 47 1006
is_linear=0
shrinkage=0.00196078


Tree=919
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 1 0 0 0 1 0 1 1 1 1 0 2 2 0 1 2 1 2 0 0 2 1 1 0 1
split_gain=0.20196 0.237963 0.277742 0.367323 0.142135 0.713596 0.710242 0.687452 1.23005 0.519226 1.08104 0.395524 0.686582 0.998219 0.739584 0.731916 0.67534 1.31325 0.756904 0.629531 0.855638 0.803535 0.444666 0.725534 0.357743 1.08293 0.542299 0.74924 0.567128 0.506872
threshold=0.50064369330000014 48.315732392000008 0.50525433370000017 48.988717865950008 0.52428071015000011 0.41917906650000009 0.54017843775000018 0.54475913895000005 0.54317236010000014 0.4211999641000001 0.54585192060000021 0.41808628485000005 0.41753240920000007 0.40850573335000007 0.39971857130000005 0.53321756835000012 41.395309858300003 43.633733172900008 0.52607706355000017 0.39584144190000009 36.82350895510001 0.39388042275000007 43.933728833200007 0.54191491270000014 0.52266399210000014 39.134693790050008 0.38906020780000011 0.39024280710000009 0.51929582950000019 0.39167988980000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 24 11 -7 8 -8 -9 -11 12 13 14 16 -15 19 18 -18 21 -21 -6 -19 -24 26 -26 28 -28 -1 -29
right_child=1 2 3 -5 5 6 7 9 -10 10 -12 -13 -14 15 -16 -17 17 22 -20 20 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.00012351034182540182 -0.0016279675210776365 0.0014131131452370395 0.00023139781571577056 -0.0020637916862752364 -0.00032742818857572919 -0.0013224563825870611 5.2390386669808204e-05 0.0008914191018253632 0.0016024720661998472 -0.0017205324373337496 0.00010633691998270576 -0.0010489269392843774 0.0010941576652098233 0.00016913925369020365 0.000528062698867578 -0.0022588324541314799 -0.00028780231392767789 0.0008407703153943658 -0.0024728899775662708 0.0005074324003315079 -0.0022068622999378432 0.0012070592514652333 -0.0014848634007322242 0.00045676269434822685 -0.00037414767658930793 0.0013268203527063741 -0.0013820793450616434 0.00075865893844017697 0.00088477006495264342 -0.0008694889254366665
leaf_weight=132.48762031972001 0.54026804909517467 0.35234320536255825 0.76693197013810255 0.4121534982114099 2.6347105763852721 1.1874137487102405 4.4532710104249409 2.9888312664697869 3.5270707625895739 1.2914970498532046 34.837491724285428 2.0874610857572398 1.5700122695416201 0.69611413590609972 5.1784688950283444 1.5189026683510745 0.88372283196076784 1.374601889401674 1.9640413122251628 0.855041734408587 0.93454862828366458 2.6134249782189727 1.4718707010033543 1.4879077508812768 2.4778736378066233 3.4323625331599033 2.1627393560484043 1.8822872715536507 3.8724580300040534 1.2062492565528371
leaf_count=1227 283 5 11 61 35 36 28 21 18 10 615 22 10 23 54 49 16 9 53 12 33 19 29 35 20 38 16 12 27 73
internal_value=0.000100227 -0.000509134 -0.000114424 -0.000570894 0.000105937 3.55284e-05 0.000175245 0.000213004 0.00073748 0.000106007 4.10321e-05 -0.000231431 -0.000157822 -0.000248767 -0.000106374 -0.00149579 -0.000337418 -0.00076041 -0.00179481 9.42543e-05 -0.00091001 0.000436704 -8.07916e-05 -0.00050879 0.000141044 0.000613687 0.000121318 -0.000497 0.000145129 0.000122775
internal_weight=223.15 2.0717 1.53143 1.17909 221.078 73.5564 48.2856 47.0982 7.98034 39.1178 36.129 25.2708 23.1834 21.6134 19.3983 2.21502 14.2199 7.18214 2.84776 7.03773 1.78959 5.24814 4.33438 2.95978 147.522 5.91024 141.611 5.25128 136.36 3.08854
internal_count=2900 360 77 72 2540 1127 728 692 46 646 625 399 377 367 295 72 241 142 69 99 45 54 73 64 1413 58 1355 101 1254 85
is_linear=0
shrinkage=0.00196078


Tree=920
num_leaves=31
num_cat=0
split_feature=2 0 2 2 0 1 2 1 2 2 1 0 0 1 2 2 0 0 0 1 2 1 0 0 1 1 1 1 0 2
split_gain=0.25827 0.559179 0.496553 0.316632 1.27091 1.66765 1.88612 1.56425 0.458503 0.454912 0.28774 0.995523 0.696599 0.652758 0.517438 0.481348 0.467765 0.931945 0.373992 1.22324 1.01095 0.869527 2.00173 0.787758 0.622341 0.471458 1.26517 0.436643 0.412882 0.429109
threshold=42.178283198950005 0.57600071855000012 42.027086531450003 41.621607100200002 0.48218616210000004 0.34744468730000005 41.840895355800008 0.34569324270000007 41.532441862050007 41.811877919650009 0.39584144190000009 0.53592706805000012 0.52898116820000018 0.39388042275000007 41.24714903835001 38.238138001450004 0.54095685760000012 0.54422023290000021 0.48181192180000004 0.36000419150000007 40.08085804200001 0.34566330350000002 0.48015029490000011 0.48041974790000003 0.36501901140000009 0.34632196640000007 0.3453339720000001 0.35394149875000008 0.52366695610000014 39.646013290900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 9 10 -5 13 12 -12 18 15 -13 -17 -18 21 25 24 23 27 -1 -21 26 -20 -23 29 -26
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11 11 14 -14 -15 -16 16 17 -19 19 20 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=2.9152885607441451e-05 3.3720880597313448e-05 -0.00073871024651652394 0.00074091432955592331 -0.0010326516088372416 -0.0023903779162854394 -0.0016047276517821968 0.0010492223113502599 0.0014944888562344152 0.00084476181392705669 0.00027194846078979683 -0.00023865080348786037 -0.00048562442289430485 -0.0022011309924624303 0.0011809024543440391 -0.00083092678408824058 0.00090216396370091268 -0.00088601832392244185 0.00033949044255501755 0.0012297158223277961 -0.00057595881131139828 -0.00091255249381385131 -0.00086642259817484033 -0.0028650911565829091 0.001024694151681718 0.00029348224717977981 0.001268822760944445 -0.00018567840282536572 0.00098249130095719433 -0.00038356618534791319 0.0010218005674955987
leaf_weight=24.800098744688519 78.485283847499886 2.531498500563429 6.0410879363917038 1.9835150742437671 1.7668580673635004 1.8379704020917413 2.3406558926217258 3.0590893980115652 4.0704141766764215 2.1323442237917334 1.5991699140722624 3.4892990939115469 1.2304558415198696 2.7256739679723969 2.0278519159182897 4.0418790765106705 2.7653063200414207 17.379439935670234 4.912883445620535 3.326086823246448 3.3892921581864348 0.79670555927441444 1.2527187671512363 3.4853219762444487 18.398950542323298 5.0497783273458472 4.8005172684788704 1.2801500657978975 2.7919143177568904 3.74286850914359
leaf_count=255 1232 387 46 22 12 26 22 17 27 28 48 123 40 21 16 21 17 139 23 24 38 17 13 15 114 39 26 33 39 20
internal_value=0.000123648 0.000174407 0.000191339 0.000165894 -0.000122988 -0.000793381 -0.000118119 0.00043253 0.000198191 -0.000356764 0.000174959 1.92712e-05 -0.00109203 0.000237682 0.000125135 0.000195187 0.000293405 0.000171263 0.000204734 0.000316772 9.9363e-05 4.02557e-05 -0.000907534 0.000151823 0.000220725 0.000782851 0.000530205 0.000273227 0.000327001 0.000416598
internal_weight=217.535 139.05 136.518 130.477 13.1204 5.94548 4.17863 7.17495 117.357 4.11586 113.286 32.5334 2.82963 80.753 29.7038 27.6759 24.1866 20.1447 78.0273 46.4123 31.6491 31.615 3.32957 28.2854 28.2598 14.7632 9.7134 2.07686 24.9337 22.1418
internal_count=2900 1668 1281 1235 127 60 48 67 1108 50 1081 404 88 677 316 300 177 156 656 323 235 333 63 270 197 88 49 50 173 134
is_linear=0
shrinkage=0.00196078


Tree=921
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 2 0 0 0 0 2 1 1 2 1 1 0 0 0 1 2 2 1 1 2 1 1 2 0
split_gain=0.212307 0.504122 0.355247 1.33346 1.22295 0.796998 0.546859 2.21237 0.64749 0.655453 1.30694 0.833511 0.712964 0.977184 0.599792 1.41121 0.66488 1.36477 0.586565 0.440393 0.548177 0.512544 1.37369 0.438833 0.406332 0.448034 0.819745 0.380525 0.353987 1.31589
threshold=42.178283198950005 42.027086531450003 0.35585760905000008 0.34744468730000005 0.48543456785000005 0.47440196400000006 41.792045663550006 0.47943175355000006 0.48543456785000005 0.48218616210000004 0.48181192180000004 41.468518788800004 0.34554354660000003 0.34530403280000005 40.580626202750004 0.34479506600000004 0.34479506600000004 0.47814436690000012 0.46928235680000008 0.57944372925000021 0.47536001915000009 41.840895355800008 41.590548329450009 0.33960061075000009 0.33263974130000007 39.468990633150007 0.31810424840000007 0.47976108500000009 43.124157941850008 0.56501302355000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 8 -8 9 10 11 12 13 14 16 -16 17 18 23 21 -21 22 -6 24 25 26 -1 -22 29 -2
right_child=28 -3 4 -5 19 -7 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029487635239477006 -0.00027160866307150087 0.0007015431813586784 -2.1725898427697797e-05 0.0014415937773399599 0.00011759713700959579 -0.0026374037440153515 0.0010062232392007012 -0.0015363161752391915 0.0008960022107705602 -0.00052776174130301362 0.0016065901694802872 0.00087017017125460541 -0.00087409685575308264 0.0010420976946377272 0.00041512646985470975 -0.001345493731676548 0.00081048856589743302 -0.001633607639946336 0.00066994203510081448 -0.0021545849236111326 0.0015954250341653287 0.00098599137637450304 -0.0015502101626136903 -0.0013024040791533493 0.0013833532288811254 0.00097275251720163852 -0.0024939090537237107 -0.00085736590175561496 0.0001316642336848489 0.001023256882536366
leaf_weight=0.97448511293624551 28.563634337180705 6.1310638618888325 0.77210095229747722 3.3694391344615715 70.270315106197813 1.0665053982520474 2.3373245209077131 3.010538574308157 5.1048854365944853 4.7715745009481898 2.5235557854175559 5.1960865319706491 3.0804719920270136 3.8064272977280771 3.3377365670166901 3.6803132052300498 4.5789758637802143 1.8137965444475401 5.1529892347753048 0.75328416628144523 0.3829246519890146 2.4414726425893596 1.9514272790402163 1.225509259085811 0.71224076417274762 0.73483247484546144 0.69371522939763963 0.66632851275471694 47.918350090541935 3.3737849281769732
leaf_count=32 316 55 37 39 689 16 28 18 28 28 8 37 22 26 27 26 32 13 24 103 7 23 30 20 11 7 37 245 847 69
internal_value=0.00010582 0.000151693 0.000126612 0.000245702 4.12848e-05 -0.00153898 0.000169292 -0.00042508 0.000236369 0.00015673 0.000243801 0.000145506 1.9114e-05 0.000122124 -3.07625e-05 -0.000508155 0.000180131 -7.51316e-05 0.000222617 7.92821e-05 -0.000878414 0.000102403 7.25331e-05 -0.000308407 8.26189e-05 -0.000302909 -0.00086483 3.77795e-05 2.50859e-05 -0.000134822
internal_weight=220.396 140.54 134.409 56.1049 78.3044 1.83861 52.7355 5.34786 47.3876 42.2827 37.5111 34.9876 29.7915 26.711 22.9046 7.01805 15.8865 11.3076 9.49377 76.4658 1.80254 74.6632 72.2217 4.34078 3.11527 2.40303 1.6682 1.04925 79.8558 31.9374
internal_count=2900 1668 1613 463 1150 53 424 46 378 350 322 314 277 255 229 53 176 144 131 1097 355 742 719 107 87 76 69 252 1232 385
is_linear=0
shrinkage=0.00196078


Tree=922
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 1 0 1 1 1 0 1 2 2 1 1 1 2 1 2 0 2 2 2 0 1 2 2 0 1
split_gain=0.198252 1.13057 0.816544 1.81789 1.36205 0.683699 0.959946 0.528637 0.566524 0.584632 0.727368 1.0254 0.694261 0.464583 0.391774 0.718785 0.668598 1.00705 0.640133 0.624599 1.10646 0.62373 0.942445 0.379212 0.980013 1.84923 0.733732 0.892168 0.921042 1.06483
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 0.37482410710000008 0.38398550940000004 0.51243974730000008 0.38733870245000007 0.38906020780000011 0.39024280710000009 0.52324780695000006 0.39078171310000004 39.134693790050008 41.792045663550006 0.39971857130000005 0.4019490434500001 0.39584144190000009 41.395309858300003 0.39410496695000002 47.673928029900004 0.52607706355000017 43.633733172900008 36.82350895510001 40.12915366295001 0.47694679800000012 0.32272985840000007 40.532725462000009 40.922041107600009 0.48101853240000009 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 13 3 -2 -5 -4 -7 -8 -9 -10 12 -12 -11 23 16 -16 17 18 -13 20 -19 22 -18 -1 25 -25 -26 -28 29 -29
right_child=2 -3 5 4 -6 6 7 8 9 10 11 14 -14 -15 15 -17 21 19 -20 -21 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=6.9840337336506733e-05 0.001164392146942626 0.0011276767188393242 0.00078753292081885364 -0.0025116901027834788 -0.00029376552637161977 -0.0021166712603015629 -0.00092483383425213635 0.00080190860565457504 -0.00073660558035692971 4.4540209832112837e-05 -0.0023955315770277821 -8.5513173464447226e-05 0.0014785536088446037 -3.234277187899848e-06 0.001399223596529159 8.8233440805741864e-05 0.00050457986448825573 0.00046109592922206124 0.0015616640798969536 0.00050421952605558839 -0.0025916786918448562 2.0907058463049561e-05 -0.0022426688476449713 0.0010369795222107596 0.0010670754336169564 -0.0018710562299737619 -0.00044919202820602286 0.00017681813888870211 8.203713433834496e-05 0.001457266479101461
leaf_weight=27.110016234207251 1.5332177691161621 4.5042167305946341 5.1050470247864714 1.9877674980089066 2.2919951856601983 0.77971954493841522 2.0104317720979443 4.1168099828064433 3.4243017667904487 2.4670448382385066 0.65856762975454231 1.6963048175675779 2.7391983300476568 55.691256926649658 1.6536273313686241 58.148658577993501 0.65081213554367456 0.74697196437045965 1.9496520184911785 1.0036776554188689 1.1736880992539225 1.6959900605725122 1.8301094719208775 1.4788657670142122 6.6348244249820736 1.9483113971073178 4.5725074503570822 4.2936414908617753 9.8489816449582559 5.9673024928197265
leaf_count=291 11 34 34 37 31 62 20 22 23 19 11 30 26 593 17 1241 12 11 13 19 31 27 62 21 39 35 28 23 53 24
internal_value=0.000110932 0.00016362 4.50886e-05 -0.000667592 -0.0013239 9.01923e-05 4.91532e-05 6.87975e-05 9.25914e-05 5.6016e-05 9.15353e-05 3.98083e-05 0.000799028 0.000126678 6.25417e-05 0.000124484 -0.000282135 0.000107807 0.000795304 -0.00074934 -0.00140441 -0.000895514 -0.00152199 0.000243646 0.000379261 -0.000616206 0.000488199 0.000332592 0.000510351 0.000921469
internal_weight=219.714 122.05 97.6636 5.81298 4.27976 91.8506 86.7456 85.9658 83.9554 79.8386 76.4143 71.2081 5.20624 117.546 70.5495 59.8023 10.7472 6.57029 3.64596 2.92434 1.92066 4.17691 2.48092 61.8545 34.7444 3.42718 31.3173 24.6824 20.1099 10.2609
internal_count=2900 1141 1759 79 68 1680 1646 1584 1564 1542 1519 1474 45 1107 1463 1258 205 104 43 61 42 101 74 514 223 56 167 128 100 47
is_linear=0
shrinkage=0.00196078


Tree=923
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 1 1 0 0 2 2 0 2 0 1 1 1 0 0 1 1 0 0 1 0 1 2 2 1
split_gain=0.0587948 0.724772 0.520579 0.608004 0.335384 1.72724 0.341197 0.785009 0.407079 0.405699 0.471601 1.18324 0.446282 0.942524 1.04043 0.501402 0.820083 0.381948 0.361866 0.650085 0.302295 0.208846 0.596292 0.737279 0.494102 1.73364 0.623749 0.9283 1.24786 0.818942
threshold=0.52428071015000011 0.38042274180000007 0.38398550940000004 0.52646627350000019 0.52266399210000014 39.091773401050006 0.38906020780000011 0.39024280710000009 0.51929582950000019 0.51017933595000009 40.12915366295001 42.929886289700008 0.50300889195000009 39.344049039350004 0.50482021495000018 0.37308763210000007 0.36543816055000006 0.39167988980000007 0.51401155655000019 0.51243974730000008 0.39051226010000012 0.41917906650000009 0.54017843775000018 0.54095685760000012 0.40621538280000008 0.54095685760000012 0.40259273675000007 41.468518788800004 43.633733172900008 0.39584144190000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 20 6 -6 8 -8 9 12 -11 -12 15 -14 -15 16 -1 -9 19 -19 -4 24 -23 -24 26 -26 27 29 -29 -5
right_child=1 2 3 21 5 -7 7 17 -10 10 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0020930377541115391 -0.096463204874681782 0.074934243105279505 -0.0067063537224862002 0.053946835912267094 -0.058135307816861617 0.064577955000798423 -0.073472324451168802 0.037797868262088669 0.037226850291207508 0.0039840801314817943 -0.11143733554427925 0.011862362007031474 -0.030413724120151253 0.10204376702288448 0.012297401770009736 0.051512703437592858 -0.050963093319783409 -0.10438577440685071 -0.12377972737769667 0.089358763650019185 -0.11175363006405832 -0.071606860955117452 0.099467686510544995 0.0042799879620782572 0.0028506715511032723 -0.12023106888791604 0.069171031683907064 -0.10428793395196852 -0.0027264740750169423 -0.016797546445865365
leaf_weight=100.32435741969584 0.78396372671704639 0.92048928141593833 0.43875986337661632 3.4798125887755322 1.6502907982794557 3.7611939493326645 1.9400539295747865 1.7537085817893969 3.3323153820820144 3.2228772789239875 1.5770297702401879 1.5367106916382907 2.0683775059878817 2.1895440798252821 3.1503434949554503 1.9674914879724372 3.0004379437596063 0.31459823729892356 0.33761969426632277 0.38528231345117092 0.72927209410954674 1.010020082376285 0.82988308742642303 41.755792628797735 3.8756066219648337 1.6238798929553011 1.2565694746444922 1.7660854700952766 3.840720332285855 3.0887624491006136
leaf_count=1037 15 6 7 25 18 40 16 12 27 24 20 26 18 25 33 14 30 52 18 3 51 29 5 1047 54 59 17 49 65 58
internal_value=0.00156293 -0.000890504 0.000269053 -0.000809969 0.00277379 0.0271552 0.00173571 -0.024614 0.00275449 0.00178948 -0.0228309 -0.0505858 0.00317377 0.0268974 0.0490966 0.00150459 0.000552346 0.00934532 -0.0387486 0.00227006 -0.0722936 0.000525375 0.00433383 0.00613495 -0.00824482 -0.0334927 0.00209251 -0.00483039 -0.0347173 0.0206805
internal_weight=197.912 65.3996 64.6157 63.6952 132.512 5.41148 127.101 4.73126 122.369 119.037 6.33662 3.11374 112.701 7.40827 5.33989 105.292 103.325 2.79121 1.0375 0.699881 1.16803 62.5271 43.5957 42.5857 18.9314 5.49949 13.432 12.1754 5.60681 6.56858
internal_count=2900 1487 1472 1466 1413 58 1355 101 1254 1227 70 46 1157 76 58 1081 1067 85 73 55 58 1408 1081 1052 327 113 214 197 114 83
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 0 1 0 0 1 0 0 1 0 0 1 2 1 1 1 2 2 1 1 1 2 0 0 0
split_gain=0.0557236 1.63044 0.558228 0.451552 0.364913 0.348553 0.42899 0.435907 1.05361 0.286696 0.612206 1.61665 0.942795 0.661278 0.533735 0.508758 0.502971 0.396928 0.212602 0.639422 0.732804 0.521109 0.926581 0.349886 0.490755 0.816605 1.16449 0.380551 0.314864 1.0469
threshold=0.51700547890000015 0.51929582950000019 0.38042274180000007 0.38906020780000011 40.036761086100007 0.39024280710000009 0.52324780695000006 0.39388042275000007 0.52772372085000019 0.51401155655000019 0.37138109635000011 0.50300889195000009 0.5025747732000001 0.36730936200000003 0.51243974730000008 0.49588335680000006 0.36543816055000006 42.622319549950006 0.39584144190000009 0.39971857130000005 0.4019490434500001 43.633733172900008 36.514114975300011 0.40259273675000007 0.40621538280000008 0.41753240920000007 43.968221017800005 0.5339660489000001 0.54017843775000018 0.54095685760000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 -4 -5 -7 8 -8 10 11 16 15 -13 17 -12 -1 -14 -9 21 -21 22 -20 -22 -25 26 -26 -27 -29 -30
right_child=1 2 3 5 -6 6 7 18 -10 -11 12 13 14 -15 -16 -17 -18 -19 19 20 23 -23 -24 24 25 27 -28 28 29 -31
leaf_value=0.0018849603378509401 -0.11021432041868791 -0.067519847982045994 0.052444551043320034 -0.033164766472016868 0.0020418810367782247 0.032392215716199747 -0.11547026617328504 0.025575983451212921 0.0095495099902656051 0.028652034967697207 -0.043007295295794223 0.0133472815118761 -0.11973195533818651 0.084211950767076507 0.0014974739138498751 0.053910041324927639 -0.040718800143236672 -0.037308726471232609 0.040884296658781821 0.07210800998241769 -0.052986049763335298 0.0032160719213074891 -0.1123482677447659 0.064871507765290909 -0.11658931587340533 0.074817517714003398 0.024766126216483397 -0.033639382539094265 0.10141399558785698 0.0015928628174924271
leaf_weight=100.26252978543152 1.3351323032256903 1.1626032240455959 3.1103589870035639 3.0169647987931958 2.6690364987589419 4.2335496374507775 1.0985457951901474 3.4077304652892044 1.7446896854671647 4.1351246845442793 0.85027509550127378 2.1734625957906237 1.5170887592830702 3.3409765567630529 0.91321765072643746 1.4921717679244464 2.8498328306595786 0.95022110143327143 0.52905383682809759 1.4762586057186116 1.1881898902356614 1.5467506519635206 1.5530287889996541 1.208464910974725 1.3752466701880615 0.73206078096882166 1.0113834928051799 2.33377408835804 1.0773170068860043 42.452884309182537
leaf_count=1037 22 29 19 20 26 33 46 41 28 33 30 20 37 30 9 23 27 31 11 17 10 27 63 17 51 34 32 29 6 1062
internal_value=0.00141686 -0.000653843 0.00124765 0.00230287 0.0291676 8.43955e-05 0.00158228 -0.000496859 -0.0387546 0.00278462 0.0018492 0.00352868 -0.0300286 0.0562813 -0.0638149 0.0187304 0.000707472 -0.0879888 0.00131934 -0.000144079 0.00264376 -0.0407502 -0.0734121 0.000647874 0.00191757 0.000364412 -0.056687 0.00328656 0.00214482 0.00406331
internal_weight=196.748 78.263 76.9279 75.7653 5.7794 69.9859 66.9689 62.7354 2.84324 118.485 114.35 108.627 5.72297 5.51444 3.38053 2.34245 103.112 2.46731 59.8921 56.4844 52.8556 3.62883 2.08208 51.3793 50.1911 48.9827 2.38663 46.596 45.864 43.5302
internal_count=2900 1623 1601 1572 45 1527 1507 1474 74 1277 1244 1114 130 50 77 53 1064 68 1400 1359 1258 101 74 1241 1231 1214 83 1131 1097 1068
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 1 0 2 0 2 2 1 0 1 2 1 2 2 2 1 0 2 0 1 0 2 2 2 0 1
split_gain=0.166655 0.487757 0.450494 0.320325 0.504096 0.410253 0.58939 0.297825 0.644106 0.455339 0.438529 0.780918 2.71732 1.15884 1.15004 1.5468 0.943342 0.735096 0.410724 0.391795 0.361338 0.351883 0.766643 1.96635 0.778422 0.34012 0.326362 0.314538 0.371097 3.4936
threshold=42.178283198950005 0.57600071855000012 42.027086531450003 41.811877919650009 41.792045663550006 0.44578006650000007 0.62143349005000015 42.487106141350004 0.48851830785000006 42.564639561200003 43.124157941850008 0.34632196640000007 0.49588335680000006 0.34581299960000006 42.988308018450006 0.34515433670000012 42.674081447500008 42.929886289700008 42.428475018400007 0.34988473400000003 0.4901499955000001 43.542456167850005 0.48119816770000007 0.34581299960000006 0.51818807820000012 43.368902217050007 43.740100730350001 43.902382686800003 0.48015029490000011 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 8 18 20 11 13 -13 14 15 -11 -14 -18 -2 -10 -9 22 23 -12 -24 -26 -23 -28 -29 -30
right_child=7 3 -4 -5 -6 6 -8 9 19 10 21 12 16 -15 -16 -17 17 -19 -20 -21 -22 26 24 -25 25 -27 27 28 29 -31
leaf_value=0.00013745489304426223 -0.0015358093760734328 0.001068777703387618 0.00068632052060245516 -0.0022837723751775473 0.0021771836641590421 -0.0021658773038352665 0.00027506138254459903 0.00011112193753162113 0.00095675912292073203 2.628223990845623e-05 -0.0027044425291797452 -0.0029601922435142907 0.00070286658884852475 0.0010882475920747741 0.00095006235788892119 -0.0024693524841217541 -0.0016701304228300209 0.00012474576774276712 -0.00011989717101204816 -0.00020587349898294944 0.0011689638648084114 -0.00058865226308226523 0.0013837427646157159 0.00087006869366327384 -0.00064698365824895779 0.00075758033586509647 0.00063212014838572852 0.00028569874831797679 -0.0038994642954268935 4.8541421479191773e-05
leaf_weight=130.59548915068808 2.0391586385958349 0.3890002756306784 6.014079004933591 0.409474092099117 0.25855922698974598 0.94089046541284893 0.63834663613124576 2.4437752158846697 1.4989035874605177 2.438735661206012 0.93299243365618023 1.6087602856568972 2.9593432874862629 3.2864628518000245 1.7613990234822265 1.5692567009245975 1.8093049876806619 1.7030057620213481 1.2833816171623764 4.3439451923040906 2.5233332304051146 2.8722218095790586 3.9247688418254256 1.6173859867849385 1.4166764526307818 1.2456655902788041 3.7935908321815068 13.238947097648635 0.90589139889925974 17.682152978315571
leaf_count=1235 38 23 46 25 1 162 176 23 5 27 41 21 26 17 24 32 44 29 16 62 21 44 20 17 24 19 33 144 10 495
internal_value=0.000104702 0.000145497 0.000161618 -0.000689887 -0.000396796 -0.000734929 -0.00117922 3.27034e-05 -0.000299589 7.6378e-05 3.24994e-05 -0.000236491 -0.000679612 0.0001589 -0.000370492 -0.000950838 -0.000112693 -0.000799853 -0.000988892 9.23841e-05 0.000648515 0.000129276 0.000475186 -0.000437577 0.000828587 1.01885e-05 4.71631e-05 9.84313e-05 3.48188e-05 -0.000143865
internal_weight=218.145 139.246 136.61 2.63627 2.2268 1.96824 1.57924 78.8991 9.16539 69.7337 64.7666 17.1363 8.08041 9.05585 5.76939 4.00799 6.47165 3.51231 3.32254 5.84285 4.96711 47.6303 9.13749 2.55038 6.58711 2.66234 38.4928 35.6206 31.827 18.588
internal_count=2900 1668 1281 387 362 361 338 1232 121 1111 1067 220 120 100 83 59 99 73 54 67 44 847 121 58 63 43 726 682 649 505
is_linear=0
shrinkage=0.00196078


Tree=926
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 0 1 1 2 2 2 2 0 1 0 0 0 0 1 2 0 1 1 0 0 1 1 1 1
split_gain=0.297889 0.762655 0.597179 0.557502 0.483564 0.402709 1.37476 1.6871 1.56379 1.71612 0.55189 0.338738 0.287728 0.305594 0.638322 0.833155 0.558682 0.323788 0.993987 1.40608 0.421489 0.334467 1.16126 0.856917 2.01708 0.786399 0.518783 0.498498 0.494357 1.17653
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 42.027086531450003 41.621607100200002 0.48218616210000004 0.34569324270000007 0.34744468730000005 41.840895355800008 41.811877919650009 37.272044000450002 41.532441862050007 0.56704889075000009 0.43887907550000005 0.57507260265000015 0.56323163980000013 0.55671985870000007 0.54679500610000009 0.42892428370000008 40.166811829450005 0.48181192180000004 0.36000419150000007 0.34566330350000002 0.48015029490000011 0.48041974790000003 0.36501901140000009 0.35319301815000009 0.34632196640000007 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 12 7 10 -8 -10 -7 -5 13 16 -15 -16 17 18 21 -20 -19 23 28 25 27 -1 -24 -25 29 -23
right_child=-2 2 3 11 -6 6 8 -9 9 -11 -12 -13 -14 14 15 -17 -18 20 19 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=2.7072745407710668e-05 2.2156607125664205e-05 -0.0022046877371599016 0.0013888759962565791 0.0004531143991960019 0.00073337103337126985 -0.0011355154069948292 -0.0024075050887202103 0.0014827946693710149 -0.0016128189368964519 0.00096335810345052754 0.00027605568764862076 -0.0021281153697040988 0.00072667520855501124 0.0016590365588823187 -0.0004027897425283909 0.0015443896174111335 -0.00081966653624139345 8.9608763541008889e-05 -6.0108815829156043e-06 -0.0025416993505844453 0.0012219595944764298 0.0011914899731787004 -0.00059309307422235943 -0.001050982083805496 -0.0028592754870826998 0.0010181745715280518 0.00019033688336857505 0.00088887302024294923 0.0012636247302305792 -0.00017719179595981102
leaf_weight=25.856036787205088 80.105823427493306 0.89208974126267948 0.54828119114972629 0.31331695205699361 6.0389571713603791 2.0603210567496699 1.7749598436057565 3.1698820982128382 1.8094962020404635 2.2063522662501782 2.2041096425673459 0.51965831504458038 3.8901420938782385 1.6417137846583489 2.7121937505653482 1.2270638579520889 2.1868513787412658 2.4838936304440713 2.6247078939923081 1.2370253172994123 2.5729369707405567 4.8081532679498178 3.4953946745954445 0.7716074936906806 1.2663802793249486 3.4939076974987975 46.235006772592897 1.4982756642984894 5.0010546911507836 4.8507026769220829
leaf_count=255 1232 104 8 108 46 22 12 17 26 23 28 144 27 20 41 24 39 36 39 34 13 23 25 13 14 15 405 42 39 26
internal_value=0.000117442 0.000172202 -0.000954192 -0.000146555 0.000190877 0.000165884 -0.000158554 0.000399393 -0.000874853 -0.000197438 -0.000405932 -0.00115721 0.000202291 0.000184391 0.000631841 0.000203749 0.00016135 0.000181552 0.000157342 -0.000818266 0.000665754 0.000196073 0.00027824 3.51911e-05 -0.000876659 0.000145057 0.000135272 0.000229453 0.000763226 0.000504134
internal_weight=219.496 139.39 2.27335 1.38126 137.117 131.078 13.2251 7.43431 5.79081 4.01585 4.26443 0.832975 117.853 113.963 5.58097 3.93926 108.382 106.195 101.138 3.86173 5.05683 97.2765 64.3903 32.8862 3.53626 29.3499 49.7304 2.26988 14.6599 9.65886
internal_count=2900 1668 364 260 1304 1258 128 67 61 49 50 252 1130 1103 85 65 1018 979 930 73 49 857 518 339 69 270 430 55 88 49
is_linear=0
shrinkage=0.00196078


Tree=927
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 2 0 2 0 2 0 1 0 2 2 2 2 2 1 0 1 2 2 2 2 1 1 2 0
split_gain=0.232826 0.579423 0.895499 0.679539 2.73355 1.18131 1.07907 1.06664 0.923441 0.953979 0.447778 0.365154 0.785323 0.35186 0.539149 0.588016 0.820464 0.444034 0.509282 0.482995 0.600281 0.255413 0.929998 0.697729 0.542833 0.480403 0.780245 0.456213 1.34961 0.360101
threshold=42.564639561200003 43.19689381845 43.245737185650007 0.34632196640000007 0.49588335680000006 0.34581299960000006 42.852084787850011 0.47715637260000004 42.674081447500008 0.51818807820000012 42.541806567400009 0.54317236010000014 0.43672345135000007 0.57600071855000012 42.508878681700004 42.428475018400007 42.406961525800007 41.811877919650009 41.792045663550006 0.44578006650000007 0.62143349005000015 0.42829556000000008 41.840895355800008 41.24714903835001 38.386256906100009 34.394321486900004 0.44751654140000008 0.43887907550000005 39.468990633150007 0.50579323975000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 5 -5 6 7 -2 -6 -10 13 -11 -13 21 15 16 17 18 19 -15 -21 29 23 24 25 -23 -27 -26 -29 -1
right_child=1 2 -4 4 8 -7 -8 -9 9 11 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.00019755740573432491 -0.00010916135739461125 0.0016496868786587875 8.0638838515634283e-05 -0.0029667723392619769 0.00068457472676292292 0.0010316480899236469 0.00030707827434295202 -0.0025190889254145189 0.00020268071921097637 -0.0024434098413346423 0.0010769264759510669 0.00066054186201961243 -0.0023638518020045441 0.0011671043786920918 0.0021874228725185831 -0.0031306579503216935 0.0023205112975439859 -0.0022496469193892281 0.0021865669995655927 -0.0021570836705491498 0.00030490528708474677 0.0010589590910559819 0.0012803580831657459 -0.00085295515336069954 0.00095703174848291422 -0.0022812415229770872 0.00014588034535985354 0.001029027358756373 -0.00057250686456767892 -1.9266462232146017e-05
leaf_weight=83.520430002121429 1.4117906180035809 1.4433137672021974 45.006895670550875 1.6252346583351007 2.9857211598500726 3.3280682505574077 3.5746681295277085 1.4126189346425233 2.2405604352243245 1.0517216991283933 1.9819096716237243 0.64174007484689333 0.67970763682023971 0.42406250376370902 0.27783358392480284 0.33273908047704015 0.3783552050590514 0.60124345564690873 0.26746010780334462 0.96663940193320719 0.62819159767968813 0.59765490801510823 3.4776544179767361 2.2338230968452981 4.8849637168459585 0.91993714042473618 1.1405793787998844 3.9005833119153959 4.2026921215001494 45.487811000719375
leaf_count=722 21 11 803 24 26 18 57 21 15 26 11 8 37 23 3 8 1 39 1 162 176 21 19 23 35 43 22 24 42 458
internal_value=0.00010973 1.15064e-05 0.000129393 -0.000277429 -0.000658695 8.41431e-05 -0.000408641 -0.00131448 -0.000165084 -0.000714931 0.00015085 -0.00158127 -0.000895103 0.00013895 -0.000444315 -0.000647496 -0.000394509 -0.000750251 -0.000355955 -0.000692784 -0.00118733 0.000153987 0.000352599 0.000172153 0.000318507 -0.000488802 -0.000937731 0.00048373 0.000198406 0.000121106
internal_weight=221.627 65.402 46.4502 18.9518 9.22469 9.72715 6.39908 2.82441 7.59945 4.61373 156.225 2.37317 1.32145 154.243 3.87652 3.59869 3.26595 2.8876 2.28635 2.01889 1.59483 150.366 21.3579 17.8802 15.6464 2.65817 2.06052 12.9882 8.10328 129.008
internal_count=2900 1067 814 253 136 117 99 42 112 86 1833 71 45 1822 413 410 402 401 362 361 338 1409 229 210 187 86 65 101 66 1180
is_linear=0
shrinkage=0.00196078


Tree=928
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 1 0 1 1 0 1 2 2 0 0 0 0 0 0 2 0 0 0 2 0 2 2 0 2 1
split_gain=0.167599 0.775434 0.944373 1.2157 0.536343 0.316359 0.732722 0.345367 0.350802 0.349559 0.309677 0.268935 0.343811 0.652367 0.678151 0.507428 0.318319 0.266506 0.320704 0.215132 0.993818 0.562722 0.481902 0.377844 0.362832 0.243995 0.57667 1.0122 0.405172 0.880402
threshold=48.988717865950008 0.39614083410000006 0.31100865245000009 0.36106703390000006 48.852845034800005 0.46613873835000008 0.58736265385000019 0.47106374065000006 0.47777012665000013 0.59665878265000016 0.46208197360000008 49.842240509300005 51.779769178100004 0.58182389750000019 0.65734558845000013 0.61532588845000014 0.58859016195000013 0.59879943715000017 0.6166282446500001 45.673096293200011 0.39614083410000006 0.54191491270000014 0.50579323975000012 46.862434125350006 0.47715637260000004 44.758188263300006 44.157169339850007 0.47760546090000006 43.19689381845 0.34632196640000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 10 -7 -8 -9 -10 19 16 13 -13 -15 -14 -5 -11 -19 25 -21 22 24 -24 -22 26 28 -28 -1 -30
right_child=1 2 3 11 -6 6 7 8 9 17 -12 12 15 14 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=9.226745778584744e-05 -0.0024175158890718516 0.001154437878693391 -0.0029926782424864991 -0.0021361743436535963 0.00086365647518373521 -0.002140954941852648 -0.002291177519847731 0.0011936320479826157 -0.0021642881494206194 0.0016446687069795662 0.00080090212826353362 0.0012446695862220103 -0.0024069214650114419 -0.0023476196618529379 0.0010385502403915099 0.00037160175596707084 -3.4794589190846481e-05 -0.0021421286495688545 2.2694028666916798e-05 0.0015182157436448651 -0.001003372176330695 0.0002618211391706884 -0.00042308322455559589 -0.0023238351748861067 0.00039748244788407315 0.00061475172294813676 -0.0025234392603313079 -6.0429587208294549e-05 -0.00012149417413886748 0.00071647006907307341
leaf_weight=171.57098552705065 0.55168556049466033 1.9727316275238989 0.62898662357474666 0.48267221715650499 3.6150813810527316 0.77045664566685346 0.25326148983003793 0.84644763268079248 0.32131985028536325 0.33186870238569133 2.492601602600188 1.7331143204355619 0.43539653127663747 0.49779547564685334 0.41860253660706803 0.60222873138263822 0.65088285953970626 0.29619511657801956 2.3546433605165475 1.1193811539560536 1.5915581118315461 2.6146173204760998 0.61089087277650822 1.1763844087254254 1.2846057082060722 3.7393092701677224 0.86569498016615343 2.4770149232062977 7.9598522716260076 12.222234299639238
leaf_count=1679 7 8 12 21 22 65 20 21 24 5 22 25 81 21 27 17 23 76 264 5 28 31 28 31 14 59 28 39 89 108
internal_value=0.000104488 -0.000174729 -8.02888e-06 -0.000428831 0.000114678 0.000102078 -0.00037689 -6.82571e-05 6.73852e-05 -0.000221144 0.000113895 -9.43091e-05 0.000162479 0.000537178 -0.000800847 -0.000794291 -0.00092957 -1.1814e-05 -0.000219195 0.000105631 -0.000201785 -0.000466324 -0.000874569 -0.00167416 -0.000377696 0.000118615 0.000109105 -0.0006983 0.00012318 0.000385975
internal_weight=226.489 7.9741 7.42241 5.44968 218.514 214.899 5.17419 4.40374 4.15047 3.30403 209.725 4.82069 3.68714 2.64951 0.916398 1.03763 1.13356 2.98271 2.65084 207.233 8.39744 7.27806 4.66344 1.78728 2.87616 198.835 195.096 3.34271 191.753 20.1821
internal_count=2900 242 235 227 2658 2636 475 410 390 369 2161 215 171 73 48 98 44 345 340 2139 137 132 101 59 42 2002 1943 67 1876 197
is_linear=0
shrinkage=0.00196078


Tree=929
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 2 2 0 0 0 1 1 0 0 0 2 2 1 1 0 2 0 1 2 1 2 2 2 1 0
split_gain=0.222416 0.695377 0.667609 0.514295 0.500888 0.426022 0.38155 0.988675 1.51119 1.16142 0.939146 0.86682 2.327 1.1638 1.88364 1.203 0.806858 0.576135 0.566066 1.28149 0.346863 1.28276 1.64753 1.79388 1.59677 0.541424 0.371948 0.306691 0.303248 0.266667
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 42.027086531450003 0.47976108500000009 37.272044000450002 43.19689381845 0.48101853240000009 0.47760546090000006 0.48320409570000006 0.34527409360000011 0.34608245260000009 0.49588335680000006 0.52511900840000014 0.53839705400000015 42.599563320500003 43.245737185650007 0.43967246490000006 0.3447651268000001 0.47670728420000003 41.621607100200002 0.48218616210000004 0.34744468730000005 41.840895355800008 0.34569324270000007 41.811877919650009 41.532441862050007 42.487106141350004 0.34632196640000007 0.62406814170000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 20 -4 29 7 8 18 -9 -10 -11 -13 -14 -15 27 -8 -17 -2 -20 26 24 -23 -24 25 -22 -1 -16 -5 -6
right_child=6 2 4 28 5 -7 16 9 10 11 -12 12 13 14 15 17 -18 -19 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001545172874277289 0.00053481112058674258 -0.0022055802423439131 0.0014097551073576631 0.00030129433396723214 0.0016642496848873454 -0.0021416844351015867 0.0016379503528510693 0.0013516667313432369 -0.0002046155024617381 0.00076477589338028249 -0.0025280502113839776 -0.0019177274870961871 0.00073499774554186992 -0.0025103344035057869 0.00022363042061146582 -0.0017600616991613101 8.9207887066397159e-05 9.863158850734683e-05 -0.0023328738054042633 0.00012108470097035942 -0.0011172448899587207 -0.0023951423609958719 -0.0016027152178826828 0.0010126060410152289 0.001461513451877474 0.00027522109428835986 0.0007660910503143872 0.0012741711852719113 0.0011828194691002596 -0.0020478732637206217
leaf_weight=114.0183790175106 2.7845404407853476 0.92534514856924888 0.54535760631551944 3.1004005730937925 0.26545094154425897 0.51073066818935331 1.3309160219505418 2.4577630506828454 0.97610276332125101 3.8820320889353779 2.1248965093400329 2.7408931609243181 5.7773500085459082 1.3701523285126294 3.0083895755888079 1.6686738394200804 45.755883240475669 1.0412471459167134 1.1753127604170006 2.6924157473258674 2.0458817582111788 1.815391846001148 1.815381829626858 2.2681293128989637 3.0861016809940338 2.2589151228457922 3.9560031518340102 1.6567986987647598 2.9071603119373322 0.10337716101275873
leaf_count=1103 50 104 8 25 27 144 11 12 15 15 40 20 40 35 40 23 803 39 47 24 22 12 26 23 17 28 27 18 21 81
internal_value=0.000101449 0.000148764 -0.000908772 0.000166871 -6.66214e-05 -0.000982027 1.93249e-05 -0.000141118 -0.00066626 7.58799e-05 -0.0017967 -7.24058e-05 -0.000260662 5.20803e-05 -0.000399073 -6.84145e-06 0.000132983 -0.00104589 -0.000139297 -0.000624616 0.000141195 -0.000159115 -0.000840994 -0.000150071 0.000385113 -0.000386557 0.000175025 0.00059672 0.000727879 0.000623796
internal_weight=220.065 139.622 2.35026 137.272 1.42492 0.879559 80.4434 33.3566 9.75327 23.6033 3.101 21.1455 17.2635 14.5226 8.74526 7.37511 47.0868 2.70992 6.65227 3.86773 131.264 13.2898 5.8989 4.08351 7.3909 4.3048 117.974 4.66519 6.00756 0.368828
internal_count=2900 1668 364 1304 260 252 1232 418 176 242 55 230 215 195 155 120 814 62 121 71 1258 128 61 49 67 50 1130 58 46 108
is_linear=0
shrinkage=0.00196078


Tree=930
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 0 0 1 1 1 1 1 2 2 1 2 2 0 2 2 1 2 1 1 0 2 2 2 1 2
split_gain=0.237058 0.81018 0.352286 0.379548 0.279916 0.966847 0.762384 0.435033 0.989454 1.71162 2.20126 0.893023 0.421899 1.36079 1.07191 0.96681 0.730128 1.38491 0.555681 1.26586 1.02952 0.980171 0.980308 1.37324 0.414176 0.330235 0.532741 1.18541 0.244636 0.27691
threshold=0.52511900840000014 0.38185982460000006 0.52682554415000016 0.52646627350000019 0.48181192180000004 0.48218616210000004 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.3459626957000001 0.3465914194000001 43.124157941850008 42.674081447500008 0.35675578575000005 43.32600771660001 43.812290675100009 0.5089817670000002 42.34047585750001 40.982542372850013 0.35877668335000007 39.749124837650008 0.36927038110000004 0.38042274180000007 0.52161611930000007 39.211875820650008 38.771633980050005 37.797539186950011 0.50663153795000015 48.988717865950008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 -1 -7 -9 -10 -11 -12 13 18 -14 -16 -17 -18 19 21 -21 25 -23 -24 -19 26 27 -13 -4 -30
right_child=1 2 28 -5 5 7 -8 8 9 10 11 12 14 -15 15 16 17 24 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00010111281763425582 -0.0017648085661055826 -0.0022250053133812211 7.4610385203470201e-05 0.00032240208709295227 0.0012902855024762598 -0.00056505890585502566 -0.0012036890151104697 0.001132100167001004 -0.0010635309036510058 0.0016960810578916655 -0.00084899658616265224 0.00029464558905947959 0.001495125525138962 -0.0012144819710746611 0.0021839345892384642 -0.0018158908732941175 0.0013148135697338039 -0.0025592726466633149 0.00088625295079076331 0.00018649091735184405 -0.0016475500957691739 0.0019862841890298747 -0.00069820512473482905 0.0012835799205787803 0.00018223517331887029 -0.00044526649811616468 0.00084559004222394733 -0.001037930581062399 -0.00020506614707847565 -0.0020734010907989772
leaf_weight=71.666073245385633 0.96616064128465851 0.53802510145760507 70.927462914401985 0.3863419343251735 3.2291868454776695 2.7957059000618747 1.7640241002663959 4.3180670253932467 4.0963337682187548 3.7729999721050254 3.2524345442652693 13.244407082034753 3.213961412664502 2.6866923690540707 0.6508904262445866 1.0195619901642206 1.5306552010442831 0.65936215870897275 4.3773453123867503 2.1898487731814376 2.5434810619335622 2.2442318368703118 2.3219917546957731 3.1926262434571981 0.31217768003989477 3.7164176758378735 3.8639798471704117 3.1833881331840521 1.1128997540345142 0.42012868326855812
leaf_count=829 15 40 1081 10 12 20 14 18 26 12 20 110 16 27 5 13 42 35 20 12 38 18 25 20 30 23 18 32 260 59
internal_value=0.000109137 1.9031e-05 4.25164e-05 -0.00116031 0.000155073 0.000241573 6.97673e-05 0.000192626 0.000224532 0.000161397 0.000247944 0.000147142 0.00021073 0.00013726 0.000644043 -1.14994e-05 -0.000417259 0.000152637 0.000226103 0.000146934 -0.000799041 0.000287885 0.000893747 0.000449127 -0.00167836 9.20859e-05 0.000190501 3.64182e-05 5.78607e-05 -0.000717086
internal_weight=220.197 74.351 73.3849 0.924367 145.846 72.4157 73.4301 69.1866 66.3909 62.0728 57.9765 54.2035 50.951 43.5644 7.38661 4.17265 3.52176 2.5022 40.8777 36.5004 4.73333 31.767 7.75885 5.51462 0.97154 24.0082 20.2918 16.4278 72.4605 1.53303
internal_count=2900 1465 1450 50 1435 592 843 580 560 542 516 504 484 343 141 125 120 107 316 296 50 246 63 45 65 183 160 142 1400 319
is_linear=0
shrinkage=0.00196078


Tree=931
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 1 2 2 2 1 2 1 0 0 2 0 0 2 2 1 0 0 0 0 0 0 0 0 0
split_gain=0.0644075 0.522605 0.338721 0.252761 1.3104 2.68906 1.52751 1.05731 0.504087 0.301758 0.237725 1.10464 0.456091 0.575521 0.535855 0.408584 0.399903 0.721351 1.27867 0.582505 0.715807 0.494951 0.326214 0.256813 0.645543 0.247762 1.20644 1.05723 0.818324 0.611337
threshold=42.178283198950005 42.027086531450003 0.34988473400000003 41.621607100200002 0.48218616210000004 0.48851830785000006 0.34569324270000007 41.811877919650009 41.811877919650009 41.532441862050007 0.45206730335000006 39.468990633150007 0.46419268885000003 0.56276758185000009 0.56501302355000016 39.268993001500007 0.55671985870000007 0.54679500610000009 38.592454371550012 40.823855932350007 0.4410796084000001 0.56704889075000009 0.6329151821500002 0.54422023290000021 0.54191491270000014 0.48181192180000004 0.48218616210000004 0.48101853240000009 0.48041974790000003 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 6 -6 8 -7 -5 10 16 15 -13 -14 -15 -12 17 23 -19 20 21 -18 -16 24 25 27 -27 28 29 -1
right_child=-2 2 -4 4 5 7 -8 -9 -10 -11 11 12 13 14 22 -17 19 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00072485186603832427 -0.00067512306097439363 0.013498358539658318 0.063983819735161582 -0.059555902182158699 -0.17406425046468457 -0.088326873399313846 0.073068105335380842 0.019923876004512051 0.011806529435046106 0.031800292676227561 0.0018226962734509079 -0.12976648461487811 -0.15602778785495655 0.11374760222619801 -0.1041069783957571 0.10115150189548455 -0.10897088219705248 0.055031559334196248 -0.080048475116021908 0.06325525129193231 0.040587857865773042 -0.0031125573757726354 0.087910748604349734 0.026258360062071315 -0.043232961272405335 0.089948845415045706 0.0052112580732505825 -0.078802343444169726 0.056657140627679674 -0.055089926184708052
leaf_weight=23.45117298138258 71.636809319800705 3.459043518989346 2.158081028086599 1.9042528069112434 1.2892979346215723 1.2504987407410224 2.8963249293155968 3.240181835135445 2.0613395834006951 3.5808717108848205 3.2447933702862879 0.91491926531307388 0.28109102929010965 0.30690711736679077 0.35340818651184236 0.47471056880749518 0.69806880311079922 0.96766181309794719 2.5407406543381512 2.6660400424152613 2.3443673171750561 1.2025971363036658 0.11802103042100498 4.6729020497295997 3.0186278081673654 1.7396278739906836 49.157841884880327 1.7491865963675071 2.4406049298122516 2.1415810063481322
leaf_count=297 1232 27 28 22 11 33 17 43 28 33 264 24 3 1 52 5 35 33 38 16 37 28 35 31 26 7 452 12 14 16
internal_value=0.00172014 0.00307846 0.0328947 0.00169096 -0.0116881 -0.0467677 0.0178604 -0.0102202 -0.0224613 0.00325609 0.00227783 -0.0175907 -0.0780465 -0.0333812 0.0109117 0.0144998 0.00342296 0.00167802 -0.0427917 0.0266213 0.00361376 -0.0419918 -0.0560359 0.0034435 0.00216974 0.00386847 0.00810751 -0.00337591 0.00133044 -0.00394568
internal_weight=197.962 126.325 5.61712 120.708 12.6419 5.77998 6.86192 4.49068 3.96559 108.066 104.485 5.69385 1.97435 1.05943 0.778336 3.7195 98.791 91.8799 3.5084 6.91107 4.24503 1.90067 0.471429 88.3715 83.6986 80.68 50.8975 29.7825 28.0334 25.5928
internal_count=2900 1668 55 1613 154 87 67 76 50 1459 1426 384 115 91 88 269 1042 926 71 116 100 63 87 855 824 798 459 339 327 313
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 1 0 0 0 2 0 0 1 0 1 2 1 1 1 1 2 0 2 0 0 0 0 0 0 1
split_gain=0.313139 0.525067 0.467881 0.289944 0.413978 0.362841 0.489894 0.259629 1.39219 1.07686 1.36074 1.04287 0.653012 1.38393 0.918997 0.591604 0.525159 3.66348 1.76686 0.498602 0.542904 0.68147 0.333295 0.329074 1.08382 0.863385 1.34803 1.15736 0.737779 1.17977
threshold=42.178283198950005 0.57600071855000012 42.027086531450003 41.811877919650009 41.792045663550006 0.44578006650000007 0.62143349005000015 0.47997065955000012 0.48015029490000011 43.968221017800005 0.47905751325000007 0.48101853240000009 0.3447651268000001 0.47670728420000003 0.34542378970000004 44.157169339850007 0.34566330350000002 0.34581299960000006 0.3459626957000001 0.3447052483500001 43.022303514600004 0.47440196400000006 44.758188263300006 0.48320409570000006 0.48851830785000006 0.49128768600000011 0.49588335680000006 0.49678153350000009 0.50300889195000009 0.35675578575000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 9 -9 10 12 -10 19 -14 -15 -11 -13 -18 -19 20 -2 -22 -17 -20 -25 -26 -27 -28 -29 -30
right_child=7 3 -4 -5 -6 6 -8 8 11 15 -12 16 13 14 -16 22 17 18 23 -21 21 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.00018512349124771019 -0.00083712906544299601 0.00099881951543557656 0.00074064373237401357 -0.0022501950677569662 0.0021371521633557094 -0.0021303052444028407 0.00018576077741600441 0.0021417426413265768 -0.0013941908980196573 0.0012713969500954716 -0.0026177472397361217 0.00072299805111171141 -0.0023114274915391093 -0.0013194196300819463 0.00047829544421501015 -0.00069632858291387187 -0.0035606814900529917 0.0024400004036041227 0.00096092343862311962 0.0015721457995551481 -0.00058719531995275861 0.0021355202129719965 0.00023399858573123195 -0.0016918406408325049 0.001406775910637011 -0.0019205694500877345 0.0019690976192883909 -0.0010871724034832292 0.0021295632515274912 4.409357367904032e-05
leaf_weight=130.46907555877078 1.7127542369926252 0.37558486642228661 6.1016208104701937 0.39348169120785303 0.21869689226150502 0.84204539182701388 0.60225798393457808 1.2715686950832594 1.8171104472130526 1.8932700745062891 1.122971924021839 4.9729601960862047 1.6032817802479256 1.754463108256459 2.9010530964005738 1.7637255357694801 1.0544807389378537 1.2446319758892048 1.5460569243878115 0.88528300821781147 0.6915296444785779 0.72287917882204056 9.2206264299165905 1.3458435558713961 1.8463353812694538 1.3104254898062198 1.2350400462746609 2.1073457736056289 1.0751383532769967 34.795982288775122
leaf_count=1235 37 23 46 25 1 162 176 6 13 12 17 24 67 31 29 32 9 3 8 3 50 3 91 19 7 16 4 30 7 714
internal_value=0.000137636 0.000193861 0.000209943 -0.000709199 -0.00041176 -0.000718064 -0.00116453 3.98158e-05 0.000113652 -0.000129393 -0.000568462 6.62044e-05 -0.000344411 -0.000740267 -0.000199186 0.000259099 0.000116718 5.33261e-05 0.000135269 0.000273065 -9.4698e-05 0.000804336 8.46187e-05 7.18929e-05 4.04516e-05 9.54759e-05 3.57309e-05 0.000101106 4.03599e-05 0.0001066
internal_weight=218.898 139.003 136.571 2.43207 2.03859 1.81989 1.4443 79.8948 55.6229 24.2718 11.3942 54.3514 10.2712 6.2588 4.65552 12.8776 52.5342 47.5613 46.5068 4.01245 3.12716 1.41441 10.9844 45.2622 43.7161 42.3703 40.5239 39.2135 37.9785 35.8711
internal_count=2900 1668 1281 387 362 361 338 1232 860 372 237 854 220 127 60 135 841 817 808 93 90 53 123 805 797 778 771 755 751 721
is_linear=0
shrinkage=0.00196078


Tree=933
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 1 0 2 2 1 2 1 1 2 1 1 0 1 2 0 1 1 2 1 0 1 0 1 0 1
split_gain=0.0858197 0.17699 0.289443 0.165035 0.198406 0.158352 0.26828 0.207359 0.068474 0.302793 0.182257 0.110984 0.108589 0.105373 0.0649846 0.185926 0.374519 0.289501 0.169137 0.427618 0.139367 0.322327 0.346159 0.138399 0.721158 0.308784 0.301224 0.935223 0.818416 0.244618
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 0.57987784795000008 0.64899254515000016 45.027406014450008 33.151194885250007 0.38906020780000011 34.542090938800008 0.4019490434500001 0.4355408521000001 33.96174662340001 0.48363821445000005 0.46613873835000008 0.60665848330000005 0.46208197360000008 41.902916368500009 0.57944372925000021 0.49703601690000004 0.48627286610000009 45.673096293200011 0.45206730335000006 0.56369569775000017 0.44922307715000004 0.56915960600000015 0.43887907550000005 0.57507260265000015 0.4410796084000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 7 -5 9 -1 13 -11 -13 -10 15 17 18 23 19 -17 21 -16 -23 25 -25 26 29 -28 -29 -12
right_child=1 -3 -4 4 -6 -7 -8 -9 10 11 14 12 -14 -15 20 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.057795679495331931 -0.1092194750872546 -0.10452630800659109 0.092106452857402751 -0.10096028270705121 -0.12080743810784751 0.067665110894318189 -0.10864530398779289 0.092708420809919048 0.0084464137079452717 0.10371662762832666 0.0014854361419528285 -0.10571845039146516 0.049888170899006816 0.054892352811249427 0.032809374864808984 -0.10795682589303171 0.025536694008967638 0.0382348532799218 -0.1126116090577533 0.056948857639727568 0.049128768650389121 0.021904721835014962 -0.10829967509004874 -0.084904782404003815 0.0034430710265448885 0.041314296002330213 0.034403763620902882 -0.13431364420693803 -0.012425657243556643 0.029430731201277472
leaf_weight=0.79085668019888433 0.20977420553026493 0.22094541884143826 0.23824353981763113 0.076191261306576052 0.13954842561361147 0.28747221789672039 0.21803205729520414 0.20147459302097559 0.94846884949947607 0.19285686314105988 170.7885470647816 0.067606093547510682 0.13321636938962911 1.0071451538333347 1.3233840834582222 0.34766202803439117 0.72500145233061619 2.1510359958410836 0.46791471517644823 0.28710569565555488 0.90288784634321917 0.38586415997997381 0.43366607534699142 1.1469408129632928 4.751719726526062 1.9592029072518915 1.4937668386555736 1.0113956426503139 1.209826678415993 3.1908750446673357
leaf_count=66 30 34 4 96 68 7 118 3 35 2 1901 18 50 33 18 16 25 22 18 28 26 20 26 23 81 20 29 20 36 27
internal_value=0.00165785 -0.0214685 -0.0080806 -0.029157 -0.0109554 0.00861854 -0.0256246 0.0395659 0.00184592 -0.0221242 0.00199188 0.0495357 -0.00249619 0.0323662 0.00168343 0.00145056 -0.03029 0.00175962 -0.0669955 -0.0333699 0.0161742 0.00228929 -0.0469948 0.00133678 -0.0137354 0.00183165 0.00139633 -0.0267796 -0.0679253 0.00199797
internal_weight=197.309 1.59168 1.37074 1.13249 0.922719 0.78317 0.495698 0.277666 195.717 1.18454 194.532 0.393679 0.200822 1.95561 192.577 189.531 1.82768 187.703 1.10268 0.634768 3.0458 2.14291 0.81953 185.552 5.89866 179.654 177.694 3.71499 2.22122 173.979
internal_count=2900 360 326 322 292 224 217 99 2540 136 2404 70 68 68 2336 2246 87 2159 62 44 90 64 46 2137 104 2033 2013 85 56 1928
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 0 0 0 1 1 0 0 0 2 1 2 2 0 2 1 2 0 2 1 2 0 1 2 0
split_gain=0.0562413 0.440312 0.302702 0.243331 0.223401 0.755105 0.626556 1.44292 1.22862 0.734983 0.65023 2.10459 0.924735 1.604 0.827005 0.535908 0.528792 0.821077 0.404335 0.326565 0.323703 0.20773 1.15227 1.52796 1.45826 0.260759 0.224387 0.608829 0.459233 0.358007
threshold=42.178283198950005 42.027086531450003 0.34988473400000003 0.57600071855000012 43.19689381845 43.245737185650007 0.48101853240000009 0.47760546090000006 0.48320409570000006 0.3453339720000001 0.34608245260000009 0.49588335680000006 0.52511900840000014 0.53839705400000015 42.599563320500003 0.43967246490000006 42.773538294100007 43.022303514600004 0.50749977545000013 42.487106141350004 0.34479506600000004 41.621607100200002 0.48181192180000004 41.840895355800008 0.34515433670000012 41.532441862050007 0.56704889075000009 0.43887907550000005 39.468990633150007 0.56323163980000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 21 6 -6 7 16 -8 -9 -10 -12 18 -14 19 -16 20 -18 -13 -15 -2 25 24 -24 -23 26 29 -28 -29 -1
right_child=4 2 -4 -5 5 -7 8 9 10 -11 11 12 13 14 15 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0024584218468107315 0.047580460472035249 0.012136918539610287 0.060365384750453756 -0.032981325162326013 0.082504223675824842 0.0017115861331030201 0.071096399837761032 -0.022270742778862204 0.032025045351188976 -0.12795830021586546 -0.097966186018535337 0.0074778175217836869 -0.12575714416580461 0.0054684735758805079 -0.084327139084546185 0.013235286473505154 -0.14810060940966832 0.011319032461072853 0.062445421834307673 0.064990336768921589 -0.006740377386997164 -0.055433296899836726 -0.10639627083135537 -0.0012834629607514564 0.051702446167621798 0.030413020805810181 0.081678758449935496 0.039445796273257498 -0.040529964602634194 -0.041380099921848323
leaf_weight=96.175127285081999 1.7686479898548002 3.4495035729632937 2.0898155854374636 2.0129576596120833 1.1912803389132012 39.983913375404882 2.2942221621051457 1.0464874117169531 3.5934349894523647 1.7725295023992655 2.5648833867162457 2.8948938995599729 1.2312366976111659 2.6159252464458405 1.4985218963120135 0.90186926769365516 0.57113756570470264 0.74383333150763065 2.4886407475569285 1.4232671562422181 2.8888540789484978 1.8056637647969163 2.26762415911071 3.5447278402280062 4.2864641267806292 3.4797937944531432 1.312522415362763 1.4363503291351665 1.4355960101820526 1.8996528701281921
leaf_count=979 27 27 28 378 11 803 12 18 15 37 20 20 35 40 23 39 27 32 20 18 35 36 31 32 28 27 15 28 20 39
internal_value=0.00149138 0.0027691 0.030332 0.00149312 -0.00074673 0.00404908 -0.00726418 -0.0297562 0.00192999 -0.0887245 -0.0063293 -0.0151533 0.00111756 -0.0211793 -0.00118421 -0.0476712 -0.00192303 -0.0579225 0.0328876 0.0264419 0.0138875 0.002083 -0.0104406 -0.042292 0.0199482 0.00349295 0.00257688 0.0252549 -0.000531581 0.00160929
internal_weight=196.669 125.196 5.53932 119.656 71.4736 41.1752 30.2984 8.79149 21.5069 2.81902 19.2127 15.6192 13.0544 7.67082 6.43958 2.40039 5.97247 1.31497 5.38353 4.03919 4.6575 117.644 11.9045 5.81235 6.09213 105.739 102.259 4.18447 2.87195 98.0748
internal_count=2900 1668 55 1613 1232 814 418 176 242 55 230 215 195 155 120 62 121 59 40 58 62 1235 127 63 64 1108 1081 63 48 1018
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=0 2 1 0 1 2 1 2 2 0 0 2 1 0 2 1 0 1 2 0 1 1 2 1 2 2 2 1 1 0
split_gain=0.052878 0.213054 0.634992 0.282377 0.148478 0.164918 0.786187 0.444894 0.164601 0.261772 0.403055 0.373768 0.196366 0.365839 0.165215 0.158727 0.402225 0.304096 0.335421 0.35118 0.303341 0.418555 0.796224 0.324725 0.219752 0.30936 0.25284 0.157411 0.292664 0.193107
threshold=0.39672464895000009 48.461603274950008 0.31123319660000009 0.37331217625000007 0.31100865245000009 48.988717865950008 0.36106703390000006 48.852845034800005 45.673096293200011 0.54191491270000014 0.53225951315000009 47.480720532750006 0.37482410710000008 0.51243974730000008 48.008184682100008 0.46613873835000008 0.58736265385000019 0.47277027635000007 44.710446918150005 0.58859016195000013 0.45772581660000006 0.45206730335000006 39.091773401050006 0.44705248345000009 42.526729949000007 42.508878681700004 40.79983011445001 0.43887907550000005 0.44286099220000008 0.56501302355000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 10 12 -11 -10 -14 -13 20 -17 -18 19 -19 21 23 -23 27 25 26 -21 29 -29 -6
right_child=4 -3 -4 -5 5 6 -8 -9 9 11 -12 14 13 -15 -16 16 17 18 -20 24 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.015362909992438528 0.033914544534189628 -0.025132128530931615 0.10538763749788815 -0.11632024489074287 0.0014886629116539411 -0.14870248031696243 -0.0034926778271246006 0.041712957645421732 -0.054678952813196152 -0.036250493960731787 -0.11629648462541531 0.057605590398914164 0.071747648215356785 -0.043059992765712082 0.0011402756760212837 -0.10615882460286924 -0.11413893329665679 0.10605612129354586 0.093446025517413545 0.009669252770523374 0.029512667816941365 0.015586967922021858 -0.086261152256632029 0.032488845810331006 -0.10696401815759138 0.10736905565114592 -0.10651988244905869 -0.049064986948815358 0.0095439971344109115 0.028593660051688813
leaf_weight=0.38553777243941911 1.4100811974640226 2.8065518354997039 0.54278109096048865 0.28192032370861853 158.36669950857004 0.41729852931166478 3.5004421786543389 2.7476794905960551 0.86209069640608449 1.458775215163769 0.5393430774565785 1.0529610307130499 0.50624872010666855 0.61440834659151733 1.0203006828669456 0.47393093155733312 0.22406507992172953 0.21460620133439068 0.37665217864559952 0.47085309669205322 3.9424864044231063 1.5413864904840004 1.5290233498089945 3.4498271128250044 0.30050453846797609 0.18463671207427979 0.31099303828523261 1.7050941754132503 1.7029139275509804 2.6728052901889887
leaf_count=11 26 20 24 91 1625 11 215 21 37 40 15 23 11 31 18 64 23 3 7 194 59 28 33 38 58 1 75 28 28 42
internal_value=0.00134659 -0.0100086 0.0250631 -0.0402573 0.00158465 0.00134495 -0.0189597 0.00177201 0.00117402 -0.0150406 -0.0396481 0.00253071 -0.0187984 0.00880353 0.0298177 0.00172717 -0.0230114 -0.00408712 0.0091828 -0.0122387 0.00208871 0.00145632 -0.035132 0.00212542 -0.0322758 -0.00905332 -0.036547 0.00148845 -0.0197792 0.00193853
internal_weight=195.613 4.01679 1.21024 0.667458 191.596 190.186 3.91774 186.268 183.521 6.05413 2.52209 3.53204 1.98275 1.12066 2.07326 177.466 2.55624 2.08231 1.85825 1.48159 174.91 170.968 3.07041 167.897 1.26699 0.966483 0.781846 164.448 3.40801 161.04
internal_count=2900 146 126 102 2754 2728 226 2502 2481 175 94 81 79 42 41 2306 425 361 338 331 1881 1822 61 1761 328 270 269 1723 56 1667
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 2 0 0 1 1 1 1 1 0 1 2 2 2 2 0 1 1 2 2 2 2 1 2 2 2
split_gain=0.0521997 0.174361 0.188319 0.101131 0.108469 0.261227 0.087879 0.0824942 0.175054 0.296744 0.371288 0.174745 0.151714 0.856024 0.113338 0.193946 0.360412 0.102297 0.600471 0.258775 0.228309 0.496347 0.133318 0.282239 0.288894 0.159016 1.16662 0.312696 0.207947 0.379683
threshold=0.62406814170000013 0.47777012665000013 0.59210802070000013 0.49703601690000004 0.49901200560000009 48.315732392000008 0.63075955810000017 0.60665848330000005 0.46613873835000008 0.47536001915000009 0.48627286610000009 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.47106374065000006 44.710446918150005 37.511241581900002 49.275256100300005 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 48.852845034800005 48.461603274950008 47.833738492450003 45.154229826150008 0.41640968835000008 47.001379125850008 44.758188263300006 44.215931556700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 6 -6 8 11 -10 -11 12 17 -14 -9 16 -16 22 -19 -20 -21 -22 23 24 25 28 27 -27 29 -1
right_child=1 2 -4 4 5 -7 -8 14 9 10 -12 -13 13 -15 15 -17 -18 18 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019069617762135513 -0.10953210872296648 -0.036692870447429339 -0.11693006990268376 0.064151314218546279 0.013979211082744473 0.029413781503747322 -0.10653170602788145 -0.016956185079772781 -0.1099258903506527 0.0085768018407798036 -0.10339473908022304 0.030157865796865024 -0.10708802149300989 0.016298695678075955 0.088746651992141615 0.061241378717999263 -0.10622891724629897 -0.13625669616569522 0.045279137971474002 -0.10701760158059284 0.10954340960741359 -0.1030944783215641 0.018716213378332635 -0.036262520310139705 0.039314975740884744 -0.11237476281184722 0.055705536472636791 -0.025838479290534677 0.033979269364666727 -0.03916971521478279
leaf_weight=166.07520444919965 0.17536317411668223 0.50741470844514047 0.14262009599065084 0.34514730051159848 0.080755319955642113 0.85077794367680326 0.24137560811641379 0.53244116806308639 0.35568328807630623 1.6945515199695367 0.35885141056087366 2.1083058863878241 0.82301319221005487 1.7748109989333896 0.16624469300586475 0.97453162597957999 0.22062601613833976 0.36787587769504071 0.8003159202635286 0.2845422041209531 0.22971801459789276 0.21024421111724223 4.5352183689828953 1.9725357270799566 2.0264201080426565 0.96001627875375495 1.149574256269261 0.73899932426866144 1.9761335343937378 2.2811552071798351
leaf_count=1805 23 26 79 3 14 33 149 22 55 40 82 20 50 25 13 20 56 16 6 27 1 58 33 18 21 73 15 31 30 56
internal_value=0.00121297 -0.0136218 -0.00586419 0.00195633 0.0148749 0.00037457 -0.0763207 0.00139346 0.00118724 -0.0255982 -0.0109913 0.0015299 0.00120576 -0.0227913 0.0221614 0.0374602 -0.0224447 0.00154529 -0.0215829 0.00608312 -0.0372143 0.0079304 0.00178619 0.00135284 0.00177632 0.00133707 -0.0220946 -0.0747352 0.00172894 0.00135039
internal_weight=194.96 2.34345 2.16809 2.02547 1.51806 1.17291 0.322131 192.617 190.723 2.40909 2.0534 188.314 186.206 2.59782 1.89384 1.3614 0.386871 183.608 1.8927 1.52482 0.724504 0.439962 181.715 177.18 175.208 173.181 2.84859 1.69902 170.332 168.356
internal_count=2900 327 304 225 199 196 163 2573 2462 177 122 2285 2265 75 111 89 69 2190 108 92 86 59 2082 2049 2031 2010 119 104 1891 1861
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 0 0 1 1 0 0 0 1 0 0 0 0 2 0 0 0 2 1 0 0 0 1 1 2 2
split_gain=0.0516753 0.334651 0.409216 0.212069 0.470302 0.153609 0.202196 0.578474 0.309913 0.233781 0.236054 0.124674 0.330634 0.264954 0.218249 0.30583 0.342766 0.24998 0.167464 0.371168 0.401263 0.413224 0.31292 0.555404 0.241554 0.507699 0.714458 0.306729 0.949039 1.4411
threshold=0.57995269605000022 41.792045663550006 0.62143349005000015 0.57507260265000015 40.922041107600009 0.58388970390000006 0.59507200385000003 0.45772581660000006 0.46128858420000007 0.60665848330000005 0.61802041855000012 0.56915960600000015 0.45051046375000009 0.56704889075000009 0.56369569775000017 0.56276758185000009 0.56055207925000017 42.233786329550007 0.55609113500000007 0.54910032635000017 0.55240861050000023 41.840895355800008 0.4410796084000001 0.55754318735000019 0.54317236010000014 0.54475913895000005 0.42194844465000009 0.41865513010000005 38.386256906100009 39.945535567850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 -5 -3 -7 -8 -9 -10 -11 13 -13 14 15 16 18 -16 19 24 -21 -22 23 -20 27 -26 -27 -1 -29 -30
right_child=1 5 -4 4 -6 6 7 8 9 10 -12 12 -14 -15 17 -17 -18 -19 22 20 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0015053512704584111 -0.11074079753835848 -0.028242924509386359 0.016376259723168442 0.080649625021652044 -0.025275961900865257 0.0337626331681588 -0.11962901150657655 0.078012155652770213 -0.058487241810871171 0.047432500985283899 -0.011859120195952706 -0.046074481719550892 0.022759561007907374 0.039103532770914301 -0.059136300956259685 0.0383902394456693 -0.043303427854156765 0.0046461039248156767 0.054835193814007394 -0.076247373097401497 -0.058546593380460789 0.02558773975125694 0.04953587056204499 -0.053590148487006987 0.043545076931958748 0.028882698516970652 -0.037546505456818924 0.072542128379432746 -0.17081528393049505 -0.016384559232626678
leaf_weight=148.69563714404831 0.62612580570748722 1.4996100481948795 0.42524419796927759 1.0027093286871593 0.72022570989793155 1.9991223372344391 0.39753484411630768 0.53064293647184957 0.64341520208836334 1.007029532134766 2.015085282486325 1.7951019046013237 1.1415907031223467 1.8501106000039715 1.2794716216085356 2.216384172672405 1.7283542544610089 1.1822634879499672 0.82960685456055161 1.2564386891390307 0.94935488491319153 1.5159182210045399 2.0029602497234009 1.0973629105719735 4.1556858622643613 3.5800329481717199 2.9557688785716891 0.86185332186869246 0.72667923569679249 3.586972240196701
leaf_count=1653 158 28 176 31 25 39 13 4 30 39 162 35 21 34 33 22 23 11 15 34 37 19 19 33 33 36 20 13 5 99
internal_value=0.00108792 -0.00625061 -0.0593262 0.00145038 0.0363703 0.000644969 0.00721583 -0.004337 0.00658548 -0.00375465 0.00789804 0.00112234 -0.0193164 0.00145493 0.00106497 0.00147819 0.00100785 -0.0285044 0.00145256 0.000976027 -0.0302529 -0.00681165 0.0218585 -0.00691043 0.00168229 0.0162168 -0.00115943 0.000672387 -0.0232592 -0.0424
internal_weight=194.274 9.14381 1.05137 185.13 1.72294 8.09244 6.59283 4.59371 4.19617 3.66553 3.02211 183.408 2.93669 180.471 178.621 176.159 173.943 2.46174 172.214 168.284 3.72171 2.46527 3.92993 1.92697 164.563 10.6915 6.5358 153.871 5.1755 4.31365
internal_count=2900 649 334 2251 56 315 287 248 235 231 201 2195 56 2139 2105 2061 2039 44 2016 1949 90 56 67 48 1859 89 56 1770 117 104
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 1 1 1 2 2 0 0 1 0 1 1 1 0 1 0 2 1 2 1 0 0 1 2 2 2
split_gain=0.0472423 0.693329 0.653482 1.42945 1.07957 0.507455 0.62945 0.244082 0.31155 0.497367 0.393186 0.873879 0.782574 0.393076 0.572375 0.750437 0.386589 0.333487 0.281856 0.30508 0.473111 0.394749 0.239729 0.582498 0.997711 0.557896 0.697522 0.645621 1.15103 0.419519
threshold=0.37138109635000011 0.36927038110000004 0.37982395740000008 37.797539186950011 0.37482410710000008 0.38398550940000004 0.38733870245000007 0.38906020780000011 38.238138001450004 37.962710038050005 0.52290350590000012 0.52324780695000006 0.39410496695000002 0.52104727400000017 0.39904493880000008 0.39971857130000005 0.39772761295000009 0.54191491270000014 0.40259273675000007 0.54317236010000014 37.572218886150004 0.46208197360000008 39.211875820650008 0.39024280710000009 0.52428071015000011 0.53136133645000017 0.39458399450000009 41.468518788800004 44.086690780350004 44.157169339850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 -7 -8 9 10 -9 -12 -13 14 -10 -16 -14 -18 -19 -20 21 -21 -15 -24 -25 26 -26 -28 -29 -30
right_child=2 -3 5 4 -6 6 7 8 13 -11 11 12 16 22 15 -17 17 18 19 20 -22 -23 23 24 25 -27 27 28 29 -31
leaf_value=0.00089173783922141662 0.052910488950981299 0.045734992383509546 0.0339986769775645 -0.12663560750780228 -0.017596596886908202 -0.057287914132720046 0.025837218995227312 -0.087608770991671761 -0.13706169462922366 -0.11143311549597235 0.12592192220090931 -0.13735254147531015 0.039326277591198451 0.016847775879254113 0.11440607871929689 -0.1031399412583105 -0.1115742120852049 -0.15156116727798244 0.085449442338391343 -0.092361907652064437 0.040283817576636266 0.023087685566449884 -0.065291934017027667 0.066679820357161634 -0.11370632690523851 0.0019254746529343205 0.043795258574980789 -0.12714048832280955 0.108258436105605 -0.037373224121750433
leaf_weight=106.26064294201115 1.3276248653419305 3.5634477380663148 4.5059522301889947 1.6961411111988129 1.9541168470168484 1.9059916770784173 3.731888521462678 0.62871004635235195 0.4964385726925673 0.55726392710812422 0.47220301628112782 0.48318655934417609 1.4385362963657824 10.206495611681019 0.31909890929091489 0.31519167279475369 0.37717818352393839 0.13572682440280948 0.33380351215601001 0.90001249622946511 0.87086865112178191 0.44142650231060543 1.3285426897928108 2.2622054143066626 0.92188289109617416 43.30227294805718 1.1633137725293639 0.94280646278639302 0.40101656317710876 0.39035141150270647
leaf_count=1107 11 34 34 37 31 23 24 17 18 34 1 20 24 115 2 46 22 1 4 105 27 156 9 30 38 846 17 27 2 38
internal_value=0.000982259 0.00234676 -0.000805769 -0.0359455 -0.068263 0.00141313 -0.000562327 0.000930601 -0.00042259 -0.0210119 -0.0127266 -0.00409289 -0.0164191 0.00178034 -0.0566402 0.00630311 -0.00342678 -0.0235319 -0.0111495 -0.00366446 -0.0171104 -0.054371 0.0028647 5.04281e-05 0.00180829 -0.00130605 -0.0379435 -0.0138384 -0.0525 0.0364239
internal_weight=193.634 109.824 83.8102 4.97788 3.65026 78.8324 74.3264 72.4204 68.6885 6.63892 6.08165 5.45294 4.98074 62.0496 1.13073 0.634291 4.49755 3.05902 2.68184 2.54611 2.21231 1.34144 60.9189 50.7124 49.3838 47.1216 3.81937 2.89749 1.73417 0.791368
internal_count=2900 1141 1759 79 68 1680 1646 1623 1599 411 377 360 359 1188 66 48 339 315 293 292 288 261 1122 1007 998 968 122 84 67 40
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 0 2 2 0 0 0 1 1 0 1 2 0 0 0 1 0 0 0 0 2 0 0 1 2 2
split_gain=0.231222 0.38643 1.06219 0.599839 1.90457 2.34963 1.21351 1.06578 0.749464 0.528671 0.616651 0.333089 0.596765 0.492887 1.65607 1.19181 1.03898 0.37729 0.786606 0.45717 0.979658 0.943592 0.706103 0.472758 0.453218 0.372788 0.323886 0.318591 0.850513 0.746951
threshold=0.52366695610000014 0.48543456785000005 0.48368312325000012 43.45354240915001 43.812290675100009 0.5089817670000002 43.124157941850008 42.674081447500008 0.48851830785000006 0.48181192180000004 0.48140774230000011 0.41917906650000009 0.42067602765000006 0.53905571685000009 0.40621538280000008 38.994321257850011 0.53839705400000015 0.54017843775000018 0.54191491270000014 0.43166372265000008 0.54475913895000005 0.54679500610000009 0.54910032635000017 0.55335169605000012 44.086690780350004 0.55980359870000018 0.50356276755000018 0.35877668335000007 40.982542372850013 41.986601436450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 -5 26 7 8 -3 10 -1 13 -13 16 -15 -16 -2 24 -19 21 -21 -20 -23 -22 -14 -25 -6 29 -29 -10
right_child=11 3 -4 4 5 -7 -8 -9 27 -11 -12 12 17 14 15 -17 -18 18 19 20 23 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=7.9374217882308566e-05 -0.0001480462088519942 0.00096983181533627342 -0.00095703277931920934 -0.0023216471130296161 0.00062957582940736934 -0.0025986194176001206 0.0015485784931164991 -0.00086145280306408438 0.001211448141968054 0.00052642638249477476 -0.0010625098371370503 0.00071282281932111269 -0.0024752834901463593 0.00020386321357458083 -3.3819565277334899e-05 -0.002567465579908031 0.0015811744410256974 0.0013686844806290925 -0.0012968316170683006 0.0020496561529243086 -0.00099053085926121588 0.00097896961614038166 -0.00062015037026866521 0.00064511427423074718 0.00016996400186351863 8.2711355294070289e-06 0.0020078877935234946 0.00025500475585265344 -0.00080791387692537363 1.8854389839238665e-05
leaf_weight=70.772622015610978 14.963592061103558 6.1722424253821364 3.7581244840985155 1.3934857719577838 1.3788882140943322 0.77583023512852367 2.9800902279093853 3.0556445661350145 3.8100881371647102 10.215738085098563 1.8662005155347277 5.4450063355034208 0.50402492599096049 4.1715898573747827 1.0975936745890069 2.041354233660968 1.4668275602161891 1.6767550187651057 2.9722314886748782 0.95707791298627753 1.6352143330732349 2.0307443514466286 2.2245260306517594 4.0613471816759583 0.49219485766298021 27.212014162434571 1.2493976338300852 27.235217724170074 3.2384249330498269 4.2955483943223953
leaf_count=829 265 28 24 13 40 52 16 28 36 48 14 34 10 68 24 48 9 11 23 4 18 9 65 38 33 851 12 193 39 18
internal_value=9.83737e-05 0.000144415 6.25295e-05 0.000272009 -0.000390717 0.000399715 0.000334614 0.00025894 0.000335441 0.000108775 5.00375e-05 8.63044e-06 0.000100656 -0.000182123 -0.000605673 -0.00168153 6.33016e-06 2.44954e-05 5.22802e-05 -1.43405e-06 9.41088e-05 -0.000449116 0.000142998 3.72358e-05 -0.00116837 9.09754e-05 0.00128478 0.000233946 0.000142049 0.000579438
internal_weight=215.15 142.198 86.6127 55.5849 4.7976 3.40412 50.7873 47.8072 44.7515 82.8546 72.6388 72.9521 49.2111 23.741 7.31054 3.13895 16.4304 43.7661 42.7699 41.0932 33.8657 7.2275 4.25527 32.9086 0.99622 31.2734 2.62829 38.5793 30.4736 8.10564
internal_count=2900 1390 915 475 117 104 358 342 314 891 843 1510 1096 414 140 72 274 1062 1019 1008 911 97 74 907 43 889 52 286 232 54
is_linear=0
shrinkage=0.00196078


Tree=940
num_leaves=31
num_cat=0
split_feature=2 1 2 1 1 1 1 2 1 0 2 2 2 2 2 2 1 0 2 0 0 1 2 1 1 1 1 0 2 0
split_gain=0.0573008 0.286891 0.135634 0.120842 0.107184 0.0910787 0.102615 0.070105 0.0594461 0.683417 0.262431 0.235207 0.587242 0.263174 0.470901 0.210885 0.123577 0.159202 0.750443 0.121421 0.125629 0.569371 0.464178 0.253715 0.217376 1.05201 0.803737 0.48467 0.321451 0.414618
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 0.34512439750000007 0.4019490434500001 0.4355408521000001 0.43672345135000007 33.96174662340001 0.34193587020000005 0.4447920721000001 37.572218886150004 39.468990633150007 41.395309858300003 44.921040431000009 41.902916368500009 48.919835655300012 0.34392682850000006 0.47305469895000007 42.131954243650007 0.47512050540000011 0.47670728420000003 0.3447651268000001 43.874475754150005 0.3447651268000001 0.35585760905000008 0.35759408400000009 0.34988473400000003 0.48119816770000007 39.56957118270001 0.48543456785000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 -7 -5 9 11 -11 -4 -13 14 -14 -15 -10 18 -18 -19 21 -21 -23 -22 26 -26 28 -27 -25 -30
right_child=2 4 8 7 5 6 -8 -9 16 10 -12 12 13 15 -16 -17 17 19 -20 20 23 22 -24 24 25 27 -28 -29 29 -31
leaf_value=-0.055811624138103401 0.07868599317689981 0.10364217754915846 -0.042702011263663658 -0.0039894193854909457 -0.10483318385791873 0.10186978599081736 -0.10093940801569226 0.039359739882855065 0.018692620759033045 -0.02393847242384833 -0.10921784049005945 0.062224572271384761 0.023500731680219249 0.023983497561093903 -0.10716988849112991 -0.013042188076139339 -0.11185628138599633 0.019681621274508725 0.020902050079157613 0.012905955258443326 -0.01904916348494573 -0.11820717882901409 -0.0012919986915567562 0.032898688227996041 -0.093064362571432135 0.063710044480199693 0.050721117451491528 -0.00061514530266789475 -0.0029214034814027904 0.017729327703729512
leaf_weight=0.7790611358859667 0.37383610010146995 0.18928584456443787 1.0042878160020325 0.84314417768177896 0.059879509528400376 0.089495914231520146 0.034590618495712988 0.66914579606827829 3.9822179079055777 0.66501854732632526 0.7889453561801929 1.6493933671154062 0.50007659196853615 2.8820349781308323 0.61489552511193324 3.2993059018626809 0.67837125560617906 3.4783025893848381 1.1435587985324671 2.3191781342029567 5.9564278014004222 0.79228129881084874 0.59430709108710289 3.5332008711993685 1.2254073333460827 1.1860465370118607 3.86720654554665 94.475494647497271 42.64978313469328 12.59323639795184
leaf_count=66 7 2 27 35 18 2 92 30 24 7 47 14 16 37 103 25 46 29 28 12 36 42 6 22 15 7 34 1704 301 66
internal_value=0.000958491 -0.0212743 0.00109209 0.0277762 0.0508129 -0.00354406 0.0453343 0.0151914 0.000827026 -0.00617275 -0.0702125 0.0031852 0.00833671 -0.00384509 -0.0485628 0.00422095 0.00127429 0.000876773 -0.0285287 0.00118704 0.000806828 -0.0174026 -0.068096 0.00121459 0.00197119 -0.000996985 0.00656189 0.000182382 0.00365641 0.00178615
internal_weight=192.917 1.15231 191.765 1.88613 0.373252 0.183966 0.124087 1.51229 189.879 11.404 1.45396 9.94999 8.94571 7.29631 1.11497 6.18134 178.475 174.493 1.82193 172.671 169.193 3.70577 1.38659 165.487 159.53 96.8869 62.6434 95.6615 58.7762 55.243
internal_count=2900 180 2720 72 114 112 94 65 2648 276 54 222 195 181 119 62 2372 2348 74 2274 2245 60 48 2185 2149 1726 423 1711 389 367
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 1 1 1 1 0 2 2 2 2 2 2 1 2 1 1 1 1 1 0 2 1 0 0 1 1
split_gain=0.0480586 0.243476 0.112307 0.12379 0.175153 0.0966913 0.0820112 0.0924062 0.0494396 0.58514 0.261658 0.19243 0.495335 0.227678 0.429457 0.171709 0.104564 0.26601 0.242172 0.0959858 0.504007 0.421756 0.553107 0.303465 0.522938 0.692075 0.45572 0.19532 0.148092 0.872814
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.680680957850008 34.176526048000007 0.4019490434500001 0.4355408521000001 0.43672345135000007 0.34193587020000005 0.4447920721000001 37.572218886150004 39.468990633150007 41.395309858300003 44.921040431000009 41.902916368500009 48.919835655300012 0.34458549145000011 39.468990633150007 0.3447052483500001 0.34491482290000003 0.34500464060000008 0.34503457980000002 0.34506451900000007 0.47670728420000003 43.968221017800005 0.35675578575000005 0.47706655490000011 0.47760546090000006 0.35585760905000008 0.35759408400000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -3 -7 -8 9 11 -11 -4 -13 14 -14 -15 17 -10 -18 27 -21 -22 -23 24 25 -24 -25 -20 -28 -30
right_child=2 5 8 4 -6 6 7 -9 16 10 -12 12 13 15 -16 -17 18 -19 19 20 21 22 23 26 -26 -27 28 -29 29 -31
leaf_value=-0.051195696065990726 0.068158644231675489 0.10328433140476867 -0.038769566393583033 -0.027676042436116884 0.044209669271502702 -0.10436884570888333 0.10124894539919292 -0.10084991876008448 0.031277546546224541 -0.021429154001173123 -0.10832957942101272 0.058056822670473643 0.021356985323292357 0.021745264124060637 -0.10646117619480472 -0.011709489550133644 -0.034538733781734221 -0.0019318004137209883 0.027902368846823556 -0.046869922579631379 0.051624864202836518 -0.056917819365920233 -0.11652140889295026 0.07016520279094321 0.024584447537027626 -0.0034753402498604296 0.0057802201999479575 -0.0023039550849250929 -0.085671630267086948 0.00016544693620798091
leaf_weight=0.76514425377354089 0.4971967872793347 0.17183606326580048 0.99599993356969108 0.64946569040239388 0.70892579935298272 0.054409989486885024 0.081451061298139393 0.031325245883863317 3.9522978492313978 0.66841329634189495 0.71942187902459409 1.5940057524712736 0.4954986087977884 2.8619244028814137 0.55989518011483597 3.306906224694103 1.9436840992420901 6.1890122573822737 3.8751788363879296 2.2236428954638532 1.6333867313805956 1.6572274970822025 1.042373031923489 0.96986776404082675 1.1952636931091545 1.1271580709471889 50.538993527065031 4.7826393926516175 1.199457274051382 95.635601503795442
leaf_count=66 24 2 27 24 24 18 2 92 24 7 47 14 16 37 103 25 15 37 28 26 7 14 61 14 13 42 338 27 15 1711
internal_value=0.000864317 -0.0199382 0.000984561 0.0254663 0.00984012 0.0506071 -0.00353511 0.0451131 0.000744414 -0.00569925 -0.0664763 0.00289527 0.00760122 -0.00353168 -0.0464516 0.00381128 0.00115001 0.0110106 0.000554153 0.000965349 0.000400865 0.00107902 0.000540692 0.00116835 -0.0285281 -0.0577895 0.00184194 0.0112162 0.00139231 -0.000897783
internal_weight=192.128 1.10417 191.023 1.85559 1.35839 0.339022 0.167186 0.112776 189.168 11.2021 1.38784 9.81423 8.81823 7.22422 1.05539 6.16883 177.966 10.1413 167.824 165.881 157.223 154.999 153.366 151.709 3.36479 2.16953 148.344 8.65782 147.374 96.8351
internal_count=2900 180 2720 72 48 114 112 94 2648 276 54 222 195 181 119 62 2372 61 2311 2296 2241 2215 2208 2194 116 103 2078 55 2064 1726
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=2 0 1 0 2 0 1 1 1 2 1 1 1 1 0 2 1 0 0 2 2 2 0 0 2 1 0 2 1 2
split_gain=0.185376 0.4879 0.374143 0.657322 0.259951 0.218022 0.914932 0.386939 0.896592 0.299828 0.636467 0.909418 0.290298 0.844647 0.667638 0.501391 0.525927 0.426878 0.35724 1.84114 0.340145 1.65589 0.918166 0.67325 0.548979 0.810009 0.461111 2.2572 0.847589 0.346994
threshold=41.621607100200002 0.57600071855000012 0.44578006650000007 0.62143349005000015 41.726652433350004 0.46928235680000008 0.33960061075000009 0.34307356065000005 0.34392682850000006 39.468990633150007 0.33263974130000007 0.31810424840000007 0.34548366815000003 0.34560342505000002 0.48041974790000003 39.468990633150007 0.3447651268000001 0.48218616210000004 0.47868327295000007 41.348489042950007 40.259171735100004 40.08085804200001 0.48101853240000009 0.48543456785000005 40.712530798250008 0.41865513010000005 0.54384599265000022 41.348489042950007 0.42440346100000009 39.749124837650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -2 6 9 -8 -9 10 11 -1 14 -14 15 -7 -17 -16 19 -18 21 29 -22 -24 25 -25 27 -26 -28 -15
right_child=4 2 3 -5 -6 12 7 8 -10 -11 -12 -13 13 20 17 16 18 -19 -20 -21 22 -23 23 24 26 -27 28 -29 -30 -31
leaf_value=0.00028091155294813217 -0.00066445300395578412 0.00098480409374617568 -0.0021974535917899589 0.00033934315735990156 4.8610025472239014e-05 0.0006827494342103161 -0.0024316893552920123 0.0022148867023824743 -0.0021210300008646533 0.00074499884288089754 0.0013182481254852413 -0.0024811887361529845 -0.0013233736665939769 6.764681979214466e-05 0.001255298951532342 -0.0006258342805427838 -0.0011545413818674726 0.00041935782268800369 0.00069810463855070294 0.0010259239107598978 0.0014277164848931357 -0.0015949672928051632 -0.00068811268603946715 0.0014012197799888498 -0.0012698679277907969 4.7719713140801215e-05 0.0012118737975118504 0.0011831221011622125 -8.5335163952949533e-05 0.00052146151633982211
leaf_weight=1.1530423687072464 2.0067553822227628 0.36663495519314837 1.003908228426553 0.64502278200643548 95.844325225167267 4.8667878024280133 0.80472452007234074 0.29335916042327881 0.48897057229987695 2.3333015019306913 0.74597913166508067 0.76061057217884798 1.5139988008886565 42.477846308182052 4.1231392771005613 4.2196110922377548 3.0424292981624586 5.4570661075413227 3.55206099152565 2.9156309198588133 2.6646763123571899 2.2165631719399235 2.8056135140359428 3.7622304065153029 3.6370344245806328 3.1011896831914783 3.1646229252219182 2.3899631313979626 4.9901915970258415 7.6433397252112618
leaf_count=32 33 23 156 172 1408 27 10 1 61 27 11 37 14 476 17 25 27 30 14 14 12 25 17 33 37 25 16 25 37 58
internal_value=9.69828e-05 0.000149606 -0.000806768 -0.00120512 3.39863e-05 0.00016635 -0.000180217 -0.00147708 -0.000495142 0.000232003 -0.000218049 -0.000816927 0.000187359 0.000127317 0.000358614 0.00014198 -4.97069e-05 0.000779131 0.000205919 -8.75109e-05 0.000155171 6.35078e-05 0.0003361 0.000214142 0.000334425 0.00078965 0.000114114 -0.000297152 0.00041807 0.000136852
internal_weight=214.991 117.14 2.01557 1.64893 97.8511 115.124 6.57999 1.58705 0.78233 4.99293 2.65963 1.91365 108.544 80.3673 28.1767 18.5965 13.7297 9.58021 9.51012 5.95806 78.8533 52.3377 26.5155 23.8508 21.0452 6.86342 14.1818 6.027 8.15481 50.1212
internal_count=2900 1459 351 328 1441 1108 179 72 62 107 80 69 929 775 154 107 80 47 55 41 761 559 202 190 173 58 115 62 53 534
is_linear=0
shrinkage=0.00196078


Tree=943
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 2 0 1 1 0 1 0 2 1 1 1 0 0 0 0 2 1 1 2 1 2 0 1 2 2
split_gain=0.197706 0.473842 0.694602 0.472119 0.715546 0.472833 0.580284 1.82345 0.903123 1.71253 0.740404 0.610359 0.895666 0.767875 0.493731 1.50509 0.446492 1.29287 0.833105 0.567849 1.18286 0.663775 0.578379 0.815206 0.667804 0.678051 0.410521 0.548237 0.543379 1.07809
threshold=0.52366695610000014 0.39971857130000005 0.4019490434500001 40.823855932350007 40.712530798250008 41.093509583400007 0.55754318735000019 0.43625939340000008 0.41985269900000005 0.53905571685000009 0.42194844465000009 0.55240861050000023 42.178283198950005 0.42552618185000007 0.43706775245000007 0.44286099220000008 0.54191491270000014 0.53592706805000012 0.54422023290000021 0.53321756835000012 42.674081447500008 0.38991347565000006 0.39388042275000007 38.318569170500005 0.39584144190000009 36.82350895510001 0.57600071855000012 0.44705248345000009 40.036761086100007 39.893178577750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 -3 4 26 -5 8 -8 9 -7 -10 12 -12 -14 -9 -16 17 19 -18 20 21 -2 23 -23 -24 -26 27 28 29 -4
right_child=1 2 3 5 -6 6 7 14 10 -11 11 -13 13 -15 15 -17 18 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00013845761821400547 0.0012522667469954457 0.0013038162113778071 -0.00029989681697712036 0.00081338034177808234 -0.0019793177693198825 0.00063606585621927658 -0.002461054426669143 0.00092432996688694539 0.0016708596119632472 -0.0018003937945717306 0.00084814548416471138 0.0011551200928642327 3.0018190500900925e-05 -0.0024672836326914893 -0.001862673236953008 0.00014034772384993106 0.0019959153171613233 -0.0019560060385172252 -0.00059325188569985606 0.00076249261411315814 -0.0022005302953047559 0.00019064643064075056 0.00057994248872352233 -0.0023327506554001011 0.00068869953809128873 -0.0021425420112308135 -0.0013164899879751415 0.00044295760840893576 -0.00087855913915760179 0.0013039185187314617
leaf_weight=143.68084917752094 1.1685486193746308 1.7603864180855442 9.4798146931280005 4.1985172332933862 0.80483310273120778 2.9386820440413457 1.1936177954776237 2.1508929990232017 2.5455236239358765 1.7814971514453644 2.0498205423355107 2.6617593613336794 1.1383592654019592 0.81036075987503853 1.6222104702610511 13.004019233081634 0.86948946362826873 1.8442750900867384 1.060604889062233 2.0041919574141493 1.2023553932085631 0.87552092125406478 2.9197400803677738 1.1242892711888997 0.52243894897401311 0.86146871419623494 1.0152940831194417 6.360357863130047 3.8560930419480419 1.9414232308045019
leaf_count=1390 7 17 156 37 16 39 32 10 14 30 11 17 12 38 23 388 6 21 34 14 49 18 23 34 8 41 300 75 29 11
internal_value=9.57197e-05 1.46729e-05 8.99578e-05 5.40762e-05 -0.000162487 0.000194818 0.000113397 -0.000119416 0.00041383 -0.000283506 0.00077138 0.000427605 -5.66888e-05 -0.00100847 4.71816e-05 -8.18094e-05 -0.000304708 -0.000440007 0.000573144 -0.000178182 -0.000395522 -0.00010507 -0.000356696 -0.001228 4.81805e-05 -0.00107372 -9.79372e-05 -4.07597e-05 -0.000242144 -2.72745e-05
internal_weight=219.447 75.7664 61.3135 59.5531 23.4578 36.0953 31.8967 17.9707 13.926 4.72018 9.20582 6.6603 3.99854 1.94872 16.7771 14.6262 14.4529 12.5228 1.93009 10.6786 8.67436 7.47201 6.30346 1.99981 4.30365 1.38391 22.653 21.6377 15.2773 11.4212
internal_count=2900 1510 1255 1238 587 651 614 453 161 69 92 78 61 50 421 411 255 215 40 194 180 131 124 52 72 49 571 271 196 167
is_linear=0
shrinkage=0.00196078


Tree=944
num_leaves=31
num_cat=0
split_feature=2 0 2 1 2 0 1 2 1 2 1 0 1 1 1 0 2 2 0 2 0 1 1 1 0 1 0 1 2 2
split_gain=0.229849 0.534288 0.479194 0.306323 0.255308 0.999925 1.84709 1.52542 1.35329 0.412618 0.310384 1.42323 0.536558 0.341293 1.03903 0.729993 0.61841 0.634273 0.505375 0.418334 0.345363 0.361601 1.31159 1.3717 0.453228 0.252526 0.441405 0.33072 0.295981 0.251713
threshold=42.178283198950005 0.57600071855000012 42.027086531450003 0.34632196640000007 41.621607100200002 0.48218616210000004 0.34744468730000005 41.840895355800008 0.34569324270000007 41.811877919650009 0.36000419150000007 0.49128768600000011 0.36449507500000006 0.34554354660000003 0.34632196640000007 0.48041974790000003 41.395309858300003 41.169697216150006 0.48218616210000004 39.852039223600009 0.47943175355000006 0.34521421515000011 0.34500464060000008 0.34458549145000011 0.47470135625000004 0.47536001915000009 0.57944372925000021 0.47976108500000009 37.272044000450002 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 8 -7 -8 9 -6 11 13 -12 15 -15 16 17 20 -17 -16 21 22 23 24 -1 26 -3 -27 -29 -2
right_child=29 25 3 -5 5 6 7 -9 -10 -11 12 -13 -14 14 19 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-8.0552669736450361e-06 -9.9391249174732562e-05 0.00015278623625030607 0.00028758261639140963 0.0011714821436313318 -0.00095429927478317476 -0.0024125507609865995 -0.0013702904396817434 0.0011185019528079569 0.0013849404288535185 0.00025816302445349657 -0.00095569022371329228 0.0017851483551106974 0.00012729918171912829 -0.00057472791678982713 -7.7085828704049716e-05 0.0012932181473497529 0.0010255007799651139 -0.00086152096339588938 0.00039418491563289731 0.001073158834984186 0.00071343321381008766 -0.00081204151880720163 0.0017628470965672567 -0.0013012437694975097 0.00088404829021952204 0.0012589979246394043 -0.0022025597016424136 0.00054960994559035358 -0.0020883823976164942 0.00012661026564643102
leaf_weight=7.434759729294468 32.645029033450555 0.48581038434713197 3.0692962609464294 2.9622629722580314 2.0979836655314994 1.7315688244998453 1.6872468949295583 2.1576022375375032 2.9921237071976066 2.2220714885916095 1.807903444248949 2.371196247637271 64.820057660122984 6.6038798280060274 2.0435216341284104 4.1988363936543447 2.7674810481257728 2.6311098700389257 5.6235426180064678 3.0006057675927877 3.5902618914842597 1.7068524284259172 1.698641148264868 2.7461349041986969 3.1034637466073036 0.44068011970375642 0.82605899325517385 0.29118072225264768 0.37298369302061474 45.155053715257964
leaf_count=125 418 20 25 21 22 12 26 22 17 28 25 27 660 38 39 17 19 21 32 17 17 19 14 23 15 10 104 108 145 814
internal_value=0.000116949 0.000165144 0.000181494 0.00072169 0.000156244 -0.000105579 -0.000730977 2.63376e-05 0.000371362 -0.000330655 0.000185298 0.000302871 9.7913e-05 0.000228326 -6.2915e-05 0.000323882 0.000149986 4.42315e-05 0.000778501 0.000607162 0.000161742 4.30646e-05 0.000140478 -6.69711e-05 0.000254666 -0.000748661 -0.00133033 -5.80004e-05 -0.000931843 3.17797e-05
internal_weight=215.285 137.485 135.068 6.03156 129.037 12.8886 5.57642 3.84485 7.31218 4.32006 116.148 49.5203 66.628 47.1491 11.648 35.5011 25.6787 22.9112 9.82238 5.04413 20.2801 16.6899 14.983 13.2844 10.5382 2.41671 1.31187 1.10484 0.664164 77.8001
internal_count=2900 1668 1281 46 1235 127 60 48 67 50 1108 423 685 396 94 302 253 234 49 56 213 196 177 163 140 387 124 263 253 1232
is_linear=0
shrinkage=0.00196078


Tree=945
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 0 2 0 0 0 0 2 1 0 2 0 1 2 2 1 1 0 0 1 2 2 1 1 1 1
split_gain=0.0511639 0.26533 0.156898 0.284702 0.151826 0.151365 0.613985 0.353967 0.224882 0.252881 0.0869461 0.223734 0.184938 0.175819 0.0851415 0.0787879 0.300878 0.733542 0.660582 0.45663 0.222205 0.580342 0.20366 0.343327 0.12825 0.543832 0.572997 1.05896 1.00989 2.68275
threshold=0.39672464895000009 0.31123319660000009 48.680511450650009 0.37331217625000007 0.3972336157500001 0.42646926740000007 35.818873074050011 0.41155953415000007 0.43447800965000011 0.43780126340000008 0.4588185982500001 40.742467179200005 0.34307356065000005 0.46928235680000008 38.592454371550012 0.47727612945000003 0.34524415440000006 41.24714903835001 41.395309858300003 0.34581299960000006 0.34500464060000008 0.47512050540000011 0.47778509625000004 0.34530403280000005 41.322103772800006 41.840895355800008 0.34542378970000004 0.34518427590000006 0.34560342505000002 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 -8 -7 -10 11 -11 14 -14 -12 16 18 -18 -15 -19 21 -20 23 -17 -24 -26 27 -27 -28 -30
right_child=4 -3 -4 -5 5 8 7 -9 9 10 12 -13 13 15 -16 22 17 19 20 -21 -22 -23 24 -25 25 26 28 -29 29 -31
leaf_value=0.020922796869799934 0.033246037804111124 -0.052972521468414135 0.017751687789987012 -0.11644341937336673 0.042734554622977913 0.046651171243299226 -0.020541281899424634 -0.13070961686827709 -0.04727504367853945 -0.022319430526727742 -0.0050425818776519927 0.042940868777493209 0.040443793109406295 -0.036402176426085772 -0.041393615115103588 -0.0018618764619555426 0.029153925491933498 -0.12649637855112872 0.044055645381522318 -0.028840258448071445 0.042148368293052157 -0.0253138297150685 0.0037159842006488832 0.039739565697766363 -0.021416813536691955 0.0056353096833565985 0.071405696207676284 -0.075721070024959314 -0.16885763585886815 0.0054185426132456003
leaf_weight=0.34405106306076039 1.4721370004117478 1.0618772408342918 2.2527606151998043 0.2687269640773593 0.76718745617290451 1.0868137322831888 0.61998560850042828 0.55068335861142259 1.0774673272971984 0.80043402319915857 1.153674287721514 1.5285047830548135 1.1490263397427032 3.1503370665013772 1.4594154081787563 4.2862860895693293 1.1733486378798255 0.84081705237622362 2.1829704688861966 1.1121249985881148 2.5523147489875555 2.694715712685138 82.403213848915584 3.692912831902504 12.086956385919619 4.1600280043203375 2.2115041367942458 2.5997626453172415 0.89881260110996564 51.149387304152697
leaf_count=11 12 29 15 91 24 12 19 53 37 32 13 28 20 20 36 22 12 44 13 18 19 30 1135 19 133 31 16 26 11 919
internal_value=0.00102221 -0.0102747 0.00554776 -0.0393176 0.00125713 0.00100582 -0.0267974 -0.0723645 0.00129635 0.00102898 0.00131294 0.0205115 0.00106586 0.00145282 -0.0253447 0.00119999 -0.00608255 -0.0333387 0.00197114 -0.070885 0.0182415 0.00573194 0.00181054 0.017392 0.00101106 -0.00203785 0.0018008 -0.0256537 0.00522114 0.00240899
internal_weight=192.788 3.92742 2.86554 0.612778 188.861 187.389 1.93786 1.17067 185.451 184.364 183.287 2.32894 180.958 178.345 2.61309 177.195 13.7066 3.12629 10.5803 1.95294 7.43 4.87769 163.489 7.9792 155.51 73.1065 61.0195 6.75979 54.2597 52.0482
internal_count=2900 146 117 102 2754 2742 96 72 2646 2634 2597 60 2537 2488 49 2468 156 74 82 62 62 43 2312 41 2271 1136 1003 57 946 930
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 2 1 1 0 2 0 0 1 2 2 1 0 0 1 2 0 0 1 0 0 2 1 1 2
split_gain=0.249576 0.61102 0.646115 0.444187 0.323076 0.302065 0.246839 0.556914 0.635071 0.240731 0.219257 1.09756 1.52811 1.20271 0.412011 0.32076 0.199001 1.50582 0.578621 0.450396 0.404361 0.36209 0.54676 0.517518 1.65778 0.618175 0.311657 0.640801 0.584724 0.481436
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 37.272044000450002 42.027086531450003 42.34047585750001 0.34503457980000002 0.41129008115000004 0.62406814170000013 41.621607100200002 0.48181192180000004 0.48851830785000006 0.34515433670000012 41.872669623500009 41.532441862050007 0.36000419150000007 0.48543456785000005 0.48759019190000008 0.36501901140000009 41.21013581150001 0.48320409570000006 0.48181192180000004 0.34566330350000002 0.47943175355000006 0.48041974790000003 38.703421923500009 0.37482410710000008 0.37852160115000005 38.441102963850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 9 10 7 -2 -9 -5 15 13 -13 -12 -14 16 17 21 -19 -18 26 22 23 25 -25 -1 27 -21 -28 -29
right_child=6 2 3 4 -6 -7 -8 8 -10 -11 11 12 14 -15 -16 -17 19 18 -20 20 -22 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=5.049740630245769e-05 0.00042866557055026367 -0.00219420970882875 0.0014260240037068594 0.0015675892965572229 -0.0020983333946962639 0.00061980280593039309 4.9865862284246607e-05 -0.0023750017089521195 -5.2162854681436972e-05 -0.0020321934071772098 -0.00079217636810379518 -0.0021158272315216558 -0.00068242342241042449 0.0010409104957204568 0.00051630166596719615 0.00074004661154062148 -0.00056026037716167757 0.0015792645870944511 0.00049870685329967714 0.00051633668574517608 -0.00053694047959843938 -0.00063014252081980274 0.00080572836753887674 0.0006628125544814687 -0.0021351182620876446 0.00093745259327265948 -0.00058938636651107844 -9.6525689914820614e-05 0.00035826411248329819 -0.0012093173314063118
leaf_weight=25.625649415804222 1.3866166608058841 0.85603866224027969 0.5096872689318841 0.23635432792889333 0.41689860991573369 5.7984612725122124 75.371475354819268 0.91220486292149849 0.89801013758551562 0.10235260851095518 1.9740856315765976 1.929471358656883 2.0145297106355429 4.5430271690711379 2.4346318836323917 3.9265846889466038 3.735357892321189 3.9989103861153117 3.6391436196863651 6.544277340173724 3.2145968293771139 2.370418991893529 4.4397706538438788 1.7112653091962777 1.553061908110976 3.4248924553394309 2.7015360919758669 14.739267268698315 34.11583965542377 1.6634525646222744
leaf_count=255 13 104 8 27 144 46 1177 23 19 81 36 14 28 28 22 27 36 18 36 41 36 13 21 35 16 15 31 278 255 17
internal_value=0.000115473 0.000165633 -0.000878594 1.14916e-05 -0.000942669 0.000181909 2.72314e-05 -0.000506419 -0.00122269 0.000479784 0.000162422 -8.02687e-05 -0.000658477 0.000485654 -2.64674e-05 0.000189079 0.000170015 0.00026809 0.00106443 0.000101269 0.000140505 0.000112627 0.00016053 7.18858e-05 -0.000668353 0.000155064 0.000176944 -2.41031e-06 0.000288729 -0.000209377
internal_weight=216.788 138.22 2.12133 1.26529 0.755606 136.098 78.5683 3.19683 1.81022 0.338707 130.3 12.8957 6.37863 6.51711 4.44916 117.404 113.477 46.7631 7.63805 66.7143 62.979 39.1251 36.7546 32.3149 3.26433 29.0505 59.7644 22.947 36.8174 16.4027
internal_count=2900 1668 364 260 252 1304 1232 55 42 108 1258 128 64 64 50 1130 1103 409 54 694 658 355 342 321 51 270 622 336 286 295
is_linear=0
shrinkage=0.00196078


Tree=947
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 2 0 0 1 0 2 1 0 0 0 0 1 2 2 1 2 0 1 2 0 0 1 0 0
split_gain=0.307965 0.559788 0.566315 0.402374 0.399798 0.351107 0.873418 0.66243 1.52894 0.953409 0.910376 1.02994 1.57349 2.46706 2.6842 0.587092 0.936197 0.57263 0.53255 0.691529 0.37361 0.373129 0.371491 1.56609 0.326739 0.263472 1.93062 0.846721 1.32503 0.920677
threshold=42.178283198950005 0.57944372925000021 0.47536001915000009 0.47976108500000009 42.027086531450003 43.19689381845 43.245737185650007 0.48101853240000009 0.47760546090000006 0.34527409360000011 0.48320409570000006 42.674081447500008 0.34608245260000009 0.50356276755000018 0.51818807820000012 0.56501302355000016 0.52607706355000017 0.42067602765000006 42.773538294100007 43.022303514600004 0.34479506600000004 42.508878681700004 0.54317236010000014 0.4274273225500001 37.272044000450002 0.5089817670000002 0.52290350590000012 0.34632196640000007 0.48041974790000003 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 4 -3 -4 -1 7 -7 8 18 -10 -9 15 -13 -14 -15 16 -12 -18 20 -20 -2 -17 -16 -24 -5 27 -27 28 29 -8
right_child=5 2 3 24 -6 6 25 10 9 -11 11 12 13 14 22 21 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0001497798004917216 0.00097427750695446664 -0.002182015472636664 0.0013613640455996862 0.00052401920953110939 0.00067777438355858194 0.0016513772971927436 -9.8242916799238882e-07 0.0011717160178412386 -0.0001633533831930375 -0.0025041095151400326 0.00045018180033447731 0.00073711155677186715 -0.0029508980892707722 0.001860303174513675 -0.0024152601797909935 0.0002824861278277713 -9.4417767877423214e-05 -0.001711702367073529 -0.0028257461655754913 2.119110503489967e-05 -0.00015586399126654355 0.0016704572929581247 0.0017884079594000816 -0.0025189337724935961 -0.0020998625788540585 -0.002642195638820516 4.6309929513424536e-05 0.00077373906297956846 -0.0012940946723574145 0.0014308113342669094
leaf_weight=129.67740085448258 1.8097562692564659 0.77696784028830634 0.47853846638463415 0.32578531453236792 5.7585234327270873 1.3781462744809676 11.807522917391912 2.3809671821072724 0.99499623221345279 2.0419063379522413 6.3711131913587469 2.2542805448174459 2.0101369097828865 1.4284278007689866 1.04006831892184 1.4389536738235613 1.865541364066303 1.5336860893294213 0.5460945898958014 0.82148133300506743 2.9707597803790122 1.5433346048412202 0.5275805522687731 0.84323810948444589 0.41475040193108725 1.0858344453081397 18.925074321399734 7.0777164859755421 2.696665661991573 2.0224004983901969
leaf_count=1258 27 104 8 108 46 11 175 12 15 40 34 9 18 9 26 27 26 19 27 32 35 17 6 39 144 49 465 90 18 6
internal_value=0.000101321 0.000157037 -0.000873775 -3.99779e-05 0.000172229 2.40959e-06 0.000114504 -0.000153147 -0.000598938 -0.0017372 2.30607e-05 -0.00010807 -0.000654675 -0.00119105 -0.000269647 0.000239273 6.83751e-06 -0.000824115 -3.66856e-05 -0.00111564 0.000271973 0.00100076 -0.00153162 -0.000861187 -0.000945533 6.59419e-05 -9.95741e-05 0.000206261 -3.67691e-05 0.000208394
internal_weight=214.848 137.432 1.99604 1.21907 135.436 77.4157 44.9934 32.4223 9.18499 3.0369 23.2373 20.8564 8.10373 5.84945 3.83931 12.7526 9.77034 3.39923 6.14809 1.36758 4.78052 2.98229 2.41089 1.37082 0.740536 43.6152 20.0109 23.6043 16.5266 13.8299
internal_count=2900 1668 364 260 1304 1232 814 418 176 55 242 230 107 98 80 123 79 45 121 59 62 44 71 45 252 803 514 289 199 181
is_linear=0
shrinkage=0.00196078


Tree=948
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 0 0 0 1 2 1 0 0 0 0 2 2 2 0 0 1 2 1 0 0 2 1 1 1 1
split_gain=0.0591107 0.372728 0.305779 0.226828 0.722396 0.462432 1.27172 1.07491 0.71806 0.613184 1.5184 2.12004 2.3159 0.59876 0.784041 0.488735 0.71981 0.311737 0.307563 1.1577 0.287754 0.240602 0.182191 0.541304 0.470867 0.452567 0.454194 0.397806 0.681379 0.274778
threshold=42.178283198950005 42.027086531450003 0.48119816770000007 43.19689381845 43.245737185650007 0.48101853240000009 0.47760546090000006 0.48320409570000006 0.3453339720000001 42.674081447500008 0.34608245260000009 0.50356276755000018 0.51818807820000012 0.56501302355000016 0.52607706355000017 42.773538294100007 43.022303514600004 42.508878681700004 0.54317236010000014 0.55411514625000013 0.34479506600000004 42.487106141350004 0.32272985840000007 0.46928235680000008 0.43563066975000003 39.56957118270001 0.33960061075000009 0.34307356065000005 0.34392682850000006 0.33263974130000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 5 -5 6 15 -7 -8 13 -11 -12 -13 14 -9 20 -17 -15 -14 -20 -2 -16 24 25 -1 26 29 -28 -29 -24
right_child=3 2 -4 4 -6 7 8 9 -10 10 11 12 18 17 21 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0027707833706974074 0.047162868186440624 0.05835879929301923 0.0093940373395956407 0.080871249263604103 0.0013051269297531636 0.065991517979327438 -0.01922600668559497 0.015681572134294771 -0.12539098215125655 0.040289671730941161 -0.14550340592469158 0.095805380140155758 -0.12146514915667235 0.01304255928226785 -0.022691724717389533 -0.14633534486192712 0.007659811963851397 0.082318839397926766 0.079568858533019995 -0.12716991901221802 -0.0052261349710867426 -0.079880107028526687 -0.024808485566992403 0.0017270580802631987 0.084110859962681458 -0.11505006411850363 -0.12485560119095614 0.11126419034521257 -0.10913143501988187 0.071970612766845923
leaf_weight=1.8543118605157354 1.6719017390641981 2.0626311494997926 3.3415573993115686 1.1754234554246057 39.062651411340994 2.2098476234823492 1.0369141516275706 5.8084361124783772 1.6522204854991285 2.1363364718854418 1.8530070371925829 1.2431749629322442 0.89460747964039944 1.2571176846540759 1.7126233987510207 0.51982215802490805 0.72949131066343398 1.3440249550712904 0.45742847584187962 0.66411700978460431 2.8114900114014745 1.2896503936499355 0.59615757338178788 112.31476722826301 0.94002137333154667 0.65354494052007783 0.56980312010273315 0.2628169059753418 0.30085351096658997 0.5776230888441205
leaf_count=67 27 21 34 11 803 12 18 34 37 9 18 9 26 27 26 27 32 17 5 40 35 19 31 1402 6 38 8 1 49 11
internal_value=0.00108825 0.00240151 0.0280825 -0.00124386 0.00362939 -0.00793815 -0.0277174 4.33849e-05 -0.0844544 -0.00776643 -0.0305112 -0.0600974 -0.0115421 0.00668079 -0.00576507 -0.00110282 -0.0564155 0.048838 -0.0777333 -0.0428504 0.0143102 -0.0472574 0.00122606 0.000614461 0.0264564 -0.0415907 -0.0207829 -0.0659332 -0.0063698 0.022817
internal_weight=193.004 123.474 5.40419 69.5303 40.2381 29.2922 8.42184 20.8704 2.68913 18.6605 7.24867 5.11233 3.25933 11.4119 8.81071 5.73271 1.24931 2.60114 2.01615 1.12155 4.48339 3.00227 118.07 115.276 2.79433 2.9608 2.30725 1.13347 0.56367 1.17378
internal_count=2900 1668 55 1232 814 418 176 242 55 230 107 98 80 123 79 121 59 44 71 45 62 45 1613 1540 73 138 100 58 50 42
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 0 1 2 0 2 0 2 2 1 0 0 2 2 2 0 0 0 2 0 2 2 1 0 1
split_gain=0.203176 0.269577 0.384924 0.197281 0.269662 0.333042 0.17096 0.470587 0.307548 0.763355 0.402213 0.301868 0.289413 0.261652 0.252152 0.834638 0.228142 0.439766 0.302854 0.554856 0.418579 0.50902 0.23936 0.316049 0.471056 0.433363 0.349706 0.228638 0.17515 0.818101
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.52041855035000018 0.59210802070000013 48.315732392000008 0.47727612945000003 0.34524415440000006 42.718072821900002 0.46594413340000007 42.131954243650007 0.47778509625000004 41.811877919650009 40.982542372850013 0.34506451900000007 0.47648274005000008 0.46928235680000008 40.496232821400007 39.468990633150007 35.818873074050011 0.42646926740000007 0.3972336157500001 0.39672464895000009 48.919835655300012 0.39614083410000006 48.315732392000008 44.921040431000009 0.32144247180000002 0.50579323975000012 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 -2 5 -5 7 14 10 -10 13 12 -8 -9 15 16 18 -18 19 -1 21 22 23 24 25 26 -20 -22 -13 -30
right_child=1 -3 -4 4 -6 -7 11 8 9 -11 -12 28 -14 -15 -16 -17 17 -19 20 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00026622503869025031 -0.0016196515800752157 -0.0020966570039930889 0.0017287173296120916 -0.0019865260967393832 -0.0023582580765242559 0.0010216131492240279 0.00081310144885161201 -4.256848293404195e-06 0.00015218009283889854 -0.0022759097279042907 0.0007471755922151737 0.00017324353567365645 9.8450232510715875e-05 -0.0013144412088737234 0.0006582759241256748 -0.0010627269215207277 0.00089280047334092312 -1.5630439835715915e-05 -0.0020211708220730156 -0.0012517545819879083 0.0012058276619422562 -0.0013306255360407498 0.00075533322095784324 -0.00086412755820564188 -0.0007289701726143035 0.0016857702944410014 0.00083272851861772637 0.00023343623176141288 -0.00063790122669677644 9.642758182495588e-05
leaf_weight=1.8330260259827 0.506592987738258 0.34405836736550544 0.32534268125891674 0.18197529770077381 0.17047897667089273 0.63621963025070727 4.6458503827452642 1.1555107941021558 0.91683988425938912 1.0891745392291339 1.1495176008902488 77.933442710404051 4.1025379337370396 1.1890864697052164 2.5718462633449226 2.4956042622798114 3.7112155519425851 4.5737296424340457 0.27703947248664751 1.8704768905008675 1.7174590630456807 1.1409192971477748 1.5723940730094907 1.5061816330999134 1.148725189268589 1.0444865971803663 0.40846220124512911 2.0267518635373563 6.2499984554015091 87.405874565871272
leaf_count=61 93 34 4 147 68 14 18 47 23 45 14 546 23 23 22 27 17 33 93 42 13 43 7 13 6 3 8 40 85 1288
internal_value=9.27648e-05 -0.000504933 -0.00020413 -0.000624682 -0.000114863 0.000352571 9.88182e-05 -3.00417e-05 -0.000554232 -0.00116616 -0.000202916 0.000122683 0.000477967 -0.00066873 7.33021e-05 1.38993e-05 0.000131584 0.000391298 -1.63427e-05 -0.00050044 0.000149013 -0.000130796 9.89914e-05 -0.000136368 0.000244405 0.000890733 -0.00032065 0.000679469 0.000104569 4.74231e-05
internal_weight=215.901 2.16467 1.82061 1.49527 0.988674 0.818195 213.736 33.3984 5.50013 2.00601 3.49411 180.338 8.74839 2.3446 27.8983 25.3265 22.8309 8.28495 14.5459 3.7035 10.8424 7.09821 5.95729 4.3849 2.87871 1.72999 0.685502 3.74421 171.589 93.6559
internal_count=2900 360 326 322 229 161 2540 580 152 68 84 1960 41 70 428 406 379 50 329 103 226 173 130 123 110 104 101 53 1919 1373
is_linear=0
shrinkage=0.00196078


Tree=950
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 0 0 1 1 0 1 0 2 0 1 0 0 2 0 0 1 1 2 2 2 0 1 1 2 1
split_gain=0.0609306 0.297434 0.385848 0.174774 0.41745 0.145176 0.17742 0.51974 0.275302 0.216691 0.212879 0.256739 0.199419 0.114588 0.270405 0.213825 0.202356 0.299621 0.244503 0.275116 0.169162 0.514665 0.399628 0.348283 1.74086 0.36273 0.292898 0.313874 0.290891 0.259893
threshold=0.57995269605000022 41.792045663550006 0.62143349005000015 0.57507260265000015 40.922041107600009 0.58388970390000006 0.59507200385000003 0.45772581660000006 0.46128858420000007 0.60665848330000005 0.50663153795000015 0.62143349005000015 48.988717865950008 0.56915960600000015 0.45051046375000009 0.56704889075000009 0.56369569775000017 42.280042771400005 0.56276758185000009 0.56055207925000017 0.43374449865000003 0.42892428370000008 41.966555987550002 42.467547400400008 43.368902217050007 0.55538756325000016 0.42552618185000007 0.42194844465000009 44.269496632500008 0.41985269900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 -5 -3 -7 -8 -9 -10 11 -11 -12 15 -15 16 18 -18 19 20 21 26 -23 25 -25 -22 27 29 -26 -1
right_child=1 5 -4 4 -6 6 7 8 9 10 12 -13 -14 14 -16 -17 17 -19 -20 -21 23 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.00080574124218224681 -0.1099322564672852 -0.028497026241902174 0.013625976530962645 0.076261280547976831 -0.023352255035899872 0.030581773736891811 -0.11794832362667187 0.073414304395694754 -0.057402184846222941 0.065082550454702529 -0.0038211012675775126 -0.0052547641579207228 -0.10444711946333776 -0.042303846899005425 0.01952637597988011 0.035405066643744348 -0.058828110138346226 0.01176081623796551 0.034574069250523275 -0.038408781512772563 0.0026452149171048867 -0.087333061011766813 0.010157317651566626 -0.13759018383777663 0.10825576467590042 0.058047269967653282 0.039016642317291364 -0.031656032078559208 0.0046634680766425851 0.022978345146607081
leaf_weight=151.37770589669844 0.59466562646775745 1.5092028452490902 0.43955431868880623 0.97372688847462885 0.74072317010723054 2.020706712937681 0.37403741321759287 0.5167820113711058 0.64054267753817873 0.8914481753890876 0.69363576612249733 1.2418985042604616 0.27503763276035897 1.8225381634547368 1.1559232517247435 1.83760295115644 1.3551114941619737 1.0809780266135929 2.2090400280430904 1.7453189152802213 2.2642138372175387 1.1606676263181714 0.65931177348829795 0.74498145373945579 0.59038572758436181 2.4719712317746598 2.0502401617704882 2.893845999846234 0.50117149686957418 5.4777093585580579
leaf_count=1751 158 28 176 31 25 39 13 4 30 19 88 36 58 35 21 34 34 10 22 23 21 41 24 11 4 19 28 33 43 41
internal_value=0.00104615 -0.00689605 -0.0574187 0.00144507 0.0332235 -0.000495259 0.00585578 -0.00492771 0.00499728 -0.00444991 0.00648432 0.0241366 -0.0323921 0.00114473 -0.0183079 0.00146946 0.00111631 -0.0275053 0.00151669 0.00109197 0.00149705 0.000865166 -0.0520159 0.017227 -0.0197395 0.0315614 0.00145999 0.000977984 0.060693 0.00158005
internal_weight=192.311 9.19751 1.03422 183.113 1.71445 8.16329 6.65409 4.63338 4.25934 3.74256 3.10202 2.13335 0.968673 181.399 2.97846 178.42 176.583 2.43609 174.147 171.938 170.192 163.619 1.81998 6.57272 1.83654 4.73619 161.8 159.749 1.09156 156.855
internal_count=2900 649 334 2251 56 315 287 248 235 231 201 55 146 2195 56 2139 2105 44 2061 2039 2016 1918 65 98 58 40 1853 1825 47 1792
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 2 0 2 2 2 2 1 2 2 2 0 0 0 2 1 2 1 0 1 2 2 1 2 2
split_gain=0.051783 0.732646 0.260014 0.259667 0.327019 0.171521 0.761305 0.722773 0.538144 0.550833 0.51352 0.44042 1.91203 0.634438 0.416515 0.377966 0.331246 1.37953 0.270408 0.517444 1.23022 0.974145 1.32995 0.675238 1.13586 0.576926 1.5719 1.57945 0.828152 0.432784
threshold=0.35585760905000008 0.35165114815000004 0.35759408400000009 0.35877668335000007 0.36106703390000006 39.468990633150007 40.12915366295001 0.47886290830000006 40.532725462000009 40.922041107600009 39.646013290900008 41.322103772800006 0.34521421515000011 41.395309858300003 38.318569170500005 41.495754733000005 0.48759019190000008 0.48543456785000005 0.48140774230000011 42.131954243650007 0.34569324270000007 42.686561923500008 0.34545372890000009 0.47997065955000012 0.34587287805000005 42.773538294100007 43.968221017800005 0.34458549145000011 44.527357125550004 42.448133449100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 7 10 14 -8 -10 -7 12 -11 -13 -1 -15 17 18 19 20 -17 22 29 24 25 -23 27 -27 -28 -21
right_child=2 -3 3 4 -6 6 8 -9 9 11 -12 13 -14 15 -16 16 -18 -19 -20 21 -22 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.016960110675843135 -0.04240566036836034 0.052336241562663005 0.039311974264627361 -0.040851286763037356 0.00017104800906041565 -0.0038484589832265986 0.032700772656584109 0.068356189991220687 -0.034491747501761656 -0.031210649134863579 -0.065052674124640872 -0.059097887583941293 0.065397049602387722 0.033370597346513209 -0.034511475338520704 -0.0068043623555156252 0.017408023546693567 -0.080835872353387628 -0.018105129904932727 0.030988782866287604 0.069917438054181463 0.064480980058340229 -0.12534559420655825 0.040543603483681218 -0.093733709648560468 0.012190697921805591 0.065789516111229768 -0.13514546474822789 -0.0009669024589445698 -0.044137315028125748
leaf_weight=4.5557565880108069 1.4669685638750696 2.8769885370274997 1.652664208842906 1.9834167910594249 96.000817084121763 2.5851729854475698 5.3809937419719054 1.9305413030087946 4.3706234334968022 3.6097049708478135 2.918471893412061 1.8193950951099385 4.7372579680522904 3.3692734912037841 2.4005783534958027 5.1509178904743731 8.006750224856658 2.2570718377828589 7.1323461942374697 1.4437589635490469 3.5170498173683882 1.4162024545075862 1.4397312324726952 4.2930220853013443 1.3006831655875419 1.3544155841354943 2.5359807498170976 1.5721543745021334 6.9545202728186268 1.6354212870428453
leaf_count=113 22 34 22 22 1904 15 36 15 34 28 29 12 26 19 21 71 41 14 40 27 13 13 32 19 21 61 26 53 86 31
internal_value=0.000943983 0.00268067 -0.000611675 3.66444e-06 -0.000659334 0.0010515 -0.000433742 0.0142213 0.00225962 -0.000152226 -0.0363038 0.00220962 0.0236183 -0.00102773 -0.000802343 0.000951545 -0.00123259 -0.0047859 -0.000467245 0.00339 0.0243257 -0.00418834 -0.0460081 0.00553937 -0.00439022 0.00401036 -0.00288648 -0.0669583 0.0168712 -0.00891236
internal_weight=191.669 90.5648 101.104 99.6369 97.9842 87.6878 78.8009 8.88688 73.2973 67.9163 5.50364 63.5457 8.34696 55.1987 6.95633 53.3793 50.01 42.0033 39.7462 32.6139 8.66797 23.9459 4.51891 19.427 15.134 13.8333 12.4171 2.92657 9.4905 3.07918
internal_count=2900 930 1970 1948 1926 896 747 149 703 667 44 633 54 579 134 567 548 507 493 453 84 369 90 279 260 239 226 114 112 58
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 0 2 0 0 2 1 2 0 0 1 0 0 0 1 0 0 2 0 0 0 1 1 1 0 2
split_gain=0.0498585 0.264229 0.453317 0.32 0.252689 0.284202 0.213225 0.168448 0.146463 0.353661 0.12058 0.106992 0.700861 0.672058 0.411578 0.171514 0.154581 0.0925645 0.220128 0.176222 0.164358 0.246137 0.201205 0.222193 0.145353 0.441857 0.403632 0.441159 0.448593 0.741913
threshold=0.57995269605000022 42.406961525800007 0.47536001915000009 0.47976108500000009 42.654057868200006 0.58859016195000013 37.272044000450002 0.62406814170000013 0.57507260265000015 40.922041107600009 0.43967246490000006 47.480720532750006 0.6003263375500002 0.61802041855000012 0.5024400467000002 0.61802041855000012 0.63075955810000017 0.56915960600000015 0.45051046375000009 0.56704889075000009 0.56369569775000017 42.280042771400005 0.56276758185000009 0.56055207925000017 0.55671985870000007 0.4410796084000001 0.43887907550000005 0.43374449865000003 0.54910032635000017 41.169697216150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 -3 -6 7 -5 17 -10 -7 12 -12 -13 -15 -14 -17 19 -19 20 22 -22 23 24 26 -26 27 28 -1 -30
right_child=1 4 3 6 5 10 -8 -9 9 -11 11 13 15 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013043707788472751 -0.10992151903114461 0.045221047901100798 0.076450910310402645 0.081661710833064838 -0.052991865173958964 0.05920911230169397 -0.10548386713424336 -0.10327685635657279 0.071423659137829734 -0.021077675850357368 -0.13666616236036266 0.065337743519682412 -0.021709707795864803 -0.11358723280651171 0.00045397461784050548 0.090533137556258927 0.0053402621005537391 -0.03826935120303801 0.017664463322515724 0.032216694985681298 -0.053585739580478381 0.010594841147321349 0.031411353112536775 -0.034619530963920085 -0.013730351682972937 0.060659053477887637 -0.046244018208397221 0.044417731861124923 0.012050483596137064 -0.11672944661798945
leaf_weight=159.70467715650921 0.62320226059227735 1.1116373773693338 0.34590466829831712 0.15778926860139109 1.0881312940036876 0.35725159075809632 0.28603749285821323 0.071598251698333115 0.93744423164844082 0.73927487316541374 0.40270318137481842 1.2813222290715205 0.87265294470125787 0.44676766369957466 1.0850888474378733 0.36582885234383866 0.50977517827050178 1.8144764645840035 1.1492413941814446 1.8176559991552483 1.3401717121087124 1.0783502436242995 2.1882691532373419 1.7436714723662579 1.6447765521879767 1.5518113045836797 1.7998577492908214 2.3466786095996204 0.94402673928197944 0.85030600217578467
leaf_count=1810 103 18 7 27 35 7 154 81 31 25 15 35 22 14 74 9 48 35 21 34 34 10 22 23 40 16 32 43 45 30
internal_value=0.000860739 -0.00640206 -0.044957 0.00204717 0.00120794 -0.00642549 -0.0478856 0.0239372 0.00122081 0.0306393 0.00309652 -0.000941708 -0.0177311 0.0118955 -0.0328063 0.00966501 0.040934 0.000946731 -0.0165799 0.00124018 0.000918795 -0.0249694 0.00128118 0.000894675 0.00126144 0.0223826 0.000853846 0.00137122 0.000745728 -0.0489763
internal_weight=190.656 9.00569 1.48453 0.86133 7.52116 6.40952 0.515425 0.229388 181.651 1.67672 5.32139 4.96414 2.15096 2.81318 1.53186 1.74826 0.875604 179.974 2.96372 177.01 175.193 2.41852 172.774 170.586 168.842 3.19659 165.646 163.846 161.499 1.79433
internal_count=2900 649 372 269 277 259 262 108 2251 56 224 217 94 123 88 79 57 2195 56 2139 2105 44 2061 2039 2016 56 1960 1928 1885 75
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 2 0 1 1 0 1 1 0 0 1 0 0 0 2 2 2 0 1 0 1 2 0 0 1
split_gain=0.162856 0.468364 0.31989 0.85577 0.71782 0.545094 0.672544 0.626353 0.631415 0.897516 0.486787 0.333514 1.45403 0.858173 0.930515 0.50056 0.349586 0.331648 0.313721 0.311224 0.70657 0.930719 0.439566 0.302823 0.491409 0.227931 0.212056 0.574953 0.483506 0.814247
threshold=41.621607100200002 41.726652433350004 0.34548366815000003 0.34560342505000002 0.48041974790000003 41.395309858300003 41.169697216150006 0.47943175355000006 0.34458549145000011 0.34500464060000008 0.48218616210000004 0.34632196640000007 0.35585760905000008 0.48543456785000005 0.47440196400000006 0.36000419150000007 0.49678153350000009 0.47739588635000008 0.57600071855000012 39.530201452500002 38.938637541200009 37.962710038050005 0.46928235680000008 0.44578006650000007 0.62143349005000015 0.35165114815000004 35.461062230100005 0.50041914915000019 0.50579323975000012 0.37852160115000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 8 17 -10 -6 -5 25 14 -14 -15 -17 19 26 20 21 22 -1 -20 -25 -13 -18 -28 -29 -30
right_child=1 -3 3 11 10 -7 -8 -9 9 -11 -12 12 13 15 -16 16 18 -19 23 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-2.3920139938679413e-05 -0.00092787423326492167 5.4488423848396638e-05 -0.0013961898512747717 -0.00034125825337812766 0.0012676360753159171 0.00095179075443168563 -0.00092001837518165179 0.00090507130816606495 -0.0013614686556288932 0.00022444782283711893 0.00037275607809082625 0.00083602060179382228 0.00041411834998947793 0.0012785768350572577 -0.0025669739157802075 -0.001103326329337274 0.00052049698444443804 0.0010099671195777705 0.00096435509358900966 -0.00073189875705317626 0.0013910771559210102 -0.0013166640599800972 0.0013896341793656619 -0.0021324364981652136 0.00023500615758319661 0.0017242762944860743 -0.00081984990260829788 0.00070053995662865186 -0.0009082107577175158 0.00013375196918234366
leaf_weight=2.4532775300285814 1.9042992193644739 92.650094803489992 1.4867685819044698 5.9575529135763636 4.1299582868814451 2.7374495575204483 2.5631431600777423 3.4577424973249427 2.6931583244986532 2.7966282632660295 5.3834057562053204 2.5912054411455747 0.69054148091436107 1.3689721450209607 0.96529311244376004 0.94495486188679834 4.7079499032006416 1.8972884248942126 0.32738766283728082 1.4273068285547195 1.6581932902336118 1.6169948105234651 1.2907889299094675 0.79846018213629555 0.583373637630757 1.9438935886137185 2.5651865750551215 5.1754698045551768 3.0653623286634675 48.586834272689885
leaf_count=81 33 1408 14 32 17 19 20 16 23 30 30 25 31 10 15 10 90 10 23 19 9 14 7 156 172 23 15 33 34 481
internal_value=9.50881e-05 3.47039e-05 0.000144366 7.7824e-05 0.000303885 0.000126957 2.36401e-05 0.000149019 -1.60873e-05 -0.000553565 0.000761243 0.000105125 0.00014091 7.0989e-05 -0.00132375 0.00010489 8.08205e-05 0.000269168 9.78235e-05 0.000102768 0.00027249 -7.34924e-05 0.000463411 -0.00073124 -0.00113296 0.00121676 0.00011993 8.8178e-05 0.000129166 7.19154e-05
internal_weight=210.419 94.5544 115.865 81.7592 34.1053 24.592 21.8545 19.2914 15.8336 5.48979 9.51336 80.2724 74.3149 69.7798 1.65583 68.124 66.755 10.3438 65.81 8.44656 7.01925 5.36106 3.74407 1.70922 1.38183 4.5351 64.1008 59.3929 56.8277 51.6522
internal_count=2900 1441 1459 1164 295 248 229 209 193 53 47 1150 1118 1070 46 1024 1014 140 1004 130 111 102 88 351 328 48 653 563 548 515
is_linear=0
shrinkage=0.00196078


Tree=954
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 0 0 1 1 2 2 2 0 0 2 1 1 1 0 0 1 1 2 1 0 1 2 2 1 0
split_gain=0.23138 0.715353 0.359353 0.948944 2.20207 0.562869 1.05039 0.798331 0.761909 0.467523 0.448062 0.356422 0.616899 0.651019 0.544319 0.451548 0.97227 0.524169 2.5827 1.26663 0.69624 0.676443 1.33727 1.23193 0.5072 0.502002 1.00812 0.545164 0.527231 0.616299
threshold=0.52366695610000014 0.38042274180000007 40.79983011445001 0.51589772760000019 0.38733870245000007 0.50300889195000009 0.49811382890000006 0.37138109635000011 0.37668033890000002 40.305698932850007 40.21994457600001 38.238138001450004 0.52877159370000015 0.52937037810000021 38.386256906100009 0.39971857130000005 0.4019490434500001 0.41917906650000009 0.53905571685000009 0.53781323915000012 0.42067602765000006 0.42829556000000008 41.134354310300004 0.42922367590000005 0.54017843775000018 0.39584144190000009 43.633733172900008 41.395309858300003 0.39167988980000007 0.52746923745000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 5 -5 6 -4 -7 -9 10 -1 12 -3 -14 -13 25 -17 18 19 -18 -19 22 -22 -23 -20 27 -27 -16 -29 -30
right_child=1 11 3 4 -6 7 -8 8 -10 -11 -12 14 13 -15 15 16 17 20 24 -21 21 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00022838475529241004 -0.0017901347033301004 -0.0021955647687808598 9.3938414954051081e-05 -0.0030776560956009167 0.00065563246405472462 0.0012408835419611798 -0.0012368854329117486 -0.0017140759444852847 0.00071602056328984277 0.00067008603212437463 -0.00065196620019255288 0.0011886637397598382 0.001159535059600953 -0.00050923313114325413 0.00075415105512046787 0.0016735620891958716 -0.00030258631229684586 0.00081613385689487832 -0.00083255010081557902 0.0018498736344497047 -0.0014984417325172781 0.0021460815673754762 0.00033211854033516421 9.9436326405168479e-05 -0.0023807818415765912 -0.0022215916447526091 3.8927340377786695e-05 8.290366954244559e-05 0.0001816078490709983 -0.0022544134493689373
leaf_weight=45.98844501900021 0.8417898933403184 0.66454104383592394 71.768420773711114 1.173910376382991 1.2588376670028081 3.6497624751646063 2.3550124724279149 0.84611838171258602 1.1988925143668892 9.1102569770300743 2.3356112577021113 1.6379100894191641 1.0992099866271017 4.929636982804368 2.2072306709596869 1.4953575492836524 2.5259170075878492 5.3343224804848424 1.4388825073838236 1.8001912981271742 2.9171605883166185 1.1731132846325625 3.2366226424928755 31.302439795752434 1.8717935129534451 1.407237231731415 1.6453507951227946 2.8148206560872495 0.65412115864455689 1.0249325509648768
leaf_count=429 17 37 713 30 22 32 33 19 27 70 15 15 5 350 20 12 42 29 10 9 23 6 38 690 49 48 27 28 17 38
internal_value=9.70868e-05 6.81237e-06 0.000143633 6.05273e-05 -0.00114585 9.72959e-05 5.16561e-05 0.000691345 -0.000289426 0.000262647 0.000185835 2.80632e-05 -0.000402607 -0.000204975 7.27641e-05 4.36828e-05 0.000114916 6.97476e-05 -0.000404418 0.000593101 0.000152113 6.04189e-05 -0.000535647 0.000173367 -0.00170789 -0.000344089 -0.00100317 -4.3856e-05 -0.000435809 -0.00130539
internal_weight=211.708 72.0226 139.685 82.251 2.43275 79.8182 74.1234 5.69477 2.04501 57.4343 48.3241 71.1808 6.69339 6.02885 64.4874 62.8495 53.0958 51.6004 7.63678 4.32611 43.9637 38.6293 6.15378 32.4756 3.31068 9.75369 3.05259 6.70111 4.49387 1.67905
internal_count=2900 1510 1390 876 52 824 746 78 46 514 444 1493 392 355 1101 1086 908 896 110 51 786 757 61 696 59 178 75 103 83 55
is_linear=0
shrinkage=0.00196078


Tree=955
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 2 2 1 0 2 0 1 1 1 2 2 2 0 0 2 2 2 0 0 0 1 0 2 1
split_gain=0.0482493 0.635942 0.581877 1.1824 0.799755 0.436673 0.249117 0.720919 0.687689 0.879189 0.577103 0.412342 0.792015 0.47687 0.849388 0.544663 0.515423 0.732621 0.705239 0.661005 0.312357 0.847616 0.451563 0.941433 1.25844 0.401015 0.371578 0.318554 0.802543 0.66048
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 0.5025747732000001 43.104429861650011 0.49588335680000006 38.703421923500009 38.828362408050005 0.37982395740000008 0.51589772760000019 38.441102963850007 0.52215502530000013 0.39078171310000004 0.39971857130000005 0.4019490434500001 40.380906245900007 41.395309858300003 43.633733172900008 0.52573276250000023 0.53592706805000012 40.580626202750004 40.036761086100007 39.893178577750007 0.54422023290000021 0.54511840960000013 0.55609113500000007 0.44705248345000009 0.54475913895000005 44.269496632500008 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 10 -8 -9 -10 -4 -11 -13 15 -15 -14 -17 18 -18 -19 21 22 23 -16 -25 -23 -26 28 -22 -29
right_child=2 -3 6 4 -6 -7 7 8 9 11 -12 12 13 14 20 16 17 19 -20 -21 27 25 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.00091418120548872979 -0.041462705536006943 0.044268863303703353 -0.0039077054032085707 -0.12430953673590375 0.00030385659339671309 0.049701890294195569 0.069954180345839875 -0.072762125186841844 0.074345933146503104 -0.033103912914288339 -0.069496446021478142 0.037634977307699699 -0.094472160411256445 0.082494838927850325 -0.086902404266711475 0.038822323030904479 0.0089346887200783716 0.060614280539865617 -0.11838161454313073 -0.043202126565029982 0.037716047194086028 -0.091421253057120108 0.045341232659562788 0.1157352021196469 -0.065064898177714547 -0.01585700850896261 0.0045400089393824649 -0.1077280830859029 -0.043744081124749472 0.0025337525400760965
leaf_weight=104.22071514445406 0.82818678281910196 3.4968558587133876 12.703873217062663 1.6174603896797637 0.75562723421899125 1.4372076994623055 1.606158818132825 1.2033465503482137 1.7064232025295485 3.2471926182079178 1.4998990271869832 6.0798302438925012 0.97241697926074167 1.3126157200895239 1.2679611993953566 1.4179625692777333 0.65167221473529924 1.1631150785833599 1.309040098916739 1.2974135585245674 6.6470106362394308 1.6972812386229637 1.9169258779875233 0.91069130599498738 1.071670725475997 1.1980368485310462 2.6973437247761467 0.5565315753628991 1.4784220381952762 22.784521115818279
leaf_count=1107 30 34 461 40 28 23 16 23 10 30 27 42 20 12 10 17 12 15 54 35 51 17 18 3 24 37 60 31 71 542
internal_value=0.000925247 0.00232161 -0.000886176 -0.035301 -0.0846307 0.0163738 0.00115002 0.00380162 0.00210397 0.00357161 -0.0108338 0.00154789 0.00354186 -0.000574873 0.00327444 -0.0251792 -0.0136397 -0.0304651 -0.0760661 0.00587287 0.00081186 -0.0138961 0.00313351 -0.01047 0.0102393 -0.060154 -0.0152513 0.00584123 0.0228944 -9.52717e-05
internal_weight=190.753 107.718 83.0358 4.63848 2.37309 2.26539 78.3974 64.1936 62.5874 61.3841 14.2038 59.6777 56.4305 50.3506 43.539 6.81162 5.8392 4.42124 1.96071 2.46053 42.2264 10.7599 7.86459 5.94767 4.67971 2.89532 3.76901 31.4665 8.12543 23.3411
internal_count=2900 1141 1759 121 68 53 1638 1150 1134 1111 488 1101 1071 1029 876 153 133 116 66 50 864 169 115 97 87 54 84 695 122 573
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 1 1 0 0 0 0 1 1 1 0 2 2 0 2 0 1 0 2 1 1 2 0 0 2 2
split_gain=0.19546 0.385698 0.553421 0.363859 0.356452 0.45991 0.682265 1.04016 0.629391 0.35204 1.06136 1.72824 0.585548 0.510041 1.1815 0.91953 0.384164 0.577722 0.462028 0.675148 0.76102 0.606326 0.71827 1.10467 0.651363 0.536456 0.471671 0.42052 0.384628 0.354448
threshold=0.52366695610000014 0.39971857130000005 0.4019490434500001 0.52290350590000012 0.40259273675000007 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.5339660489000001 0.54017843775000018 0.54095685760000012 0.41917906650000009 0.42067602765000006 0.42829556000000008 0.54384599265000022 41.134354310300004 38.386256906100009 0.55892039160000018 39.468990633150007 0.55335169605000012 0.4323972336000001 0.55892039160000018 40.580626202750004 0.43887907550000005 0.43625939340000008 40.621691032550004 0.56167480015000015 0.56369569775000017 40.823855932350007 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -4 -6 7 -7 -8 -10 -11 -12 -13 15 -15 -14 17 -16 26 -20 -21 -22 23 -23 -24 -26 -18 -19 -27 -30
right_child=1 2 4 -5 5 6 8 -9 9 10 11 12 13 14 16 -17 18 27 19 20 21 22 24 -25 25 28 -28 -29 29 -31
leaf_value=0.00012735990628569375 -0.00028061538442893515 0.0012120059939247413 -0.00094720844133172871 0.00089475289406553999 0.0012650167280034018 0.0010085909230873246 0.0015300826663663871 -0.001870135284151731 -0.00062000397649216311 0.0019880985628368472 -0.002507637267096493 0.00073228341568378082 -0.0012728183265770015 0.0020483287340393331 -0.0025047709329278005 0.00027548549565825338 0.0013698718737745637 0.0008194653737100847 -0.001008587268877058 0.0017837252990714576 0.00089069175936779118 0.00088777792434720844 -0.0017647894138230289 -0.0025473314959702088 0.0017942324097041647 -0.0014349154543922998 0.00015513885301510975 -0.00096720346733163457 0.0014160828798092373 2.9731757343482066e-05
leaf_weight=137.44370768065983 13.729407156439263 1.6260714244563121 1.3403489533811797 2.4172921947319983 1.2234010389074672 0.69192406418733243 1.1489872902093328 1.5949041275889611 2.7488056852016589 1.1198513396084298 0.98937119084439373 5.1901939768576986 2.9560625397425602 1.1832915791310359 0.5259151241043577 2.9428977372590452 2.0984278907999387 0.88476143241860006 2.276845550164583 0.99865632504225033 2.8268835417693507 0.55336327850818889 0.7513620443642165 1.0296170664369126 0.68967284006066876 0.66177144351968564 2.9660411236036452 1.1845806600595095 0.73989453690592455 16.998417590693862
leaf_count=1366 255 17 10 24 11 7 33 71 31 6 22 33 31 6 27 31 16 11 18 5 20 5 7 56 7 20 63 250 5 436
internal_value=9.75677e-05 1.58296e-05 8.37284e-05 0.000140623 5.22679e-05 7.57804e-05 4.96845e-05 -0.000999121 9.45439e-05 6.30163e-05 0.000100893 5.72717e-05 0.000110742 3.44226e-05 0.000121167 -0.000500394 5.63581e-05 -0.000669682 0.000114173 1.40336e-05 0.000106247 3.71682e-05 -7.54532e-05 -0.00134652 2.5956e-05 9.64387e-05 0.000658455 -0.000203301 3.2802e-05 8.75588e-05
internal_weight=213.533 73.6717 59.9423 139.861 58.3162 56.9759 55.7525 2.28683 53.4657 52.3167 49.5679 48.448 47.4587 42.2685 36.3695 5.89896 35.1862 2.59526 32.591 27.5265 25.2496 24.251 21.4241 1.58298 19.8411 19.0898 5.06447 2.06934 18.4001 17.7383
internal_count=2900 1510 1255 1390 1238 1228 1217 78 1139 1106 1075 1069 1047 1014 952 62 946 288 658 579 561 556 536 61 475 468 79 261 461 441
is_linear=0
shrinkage=0.00196078


Tree=957
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 0 0 2 2 0 0 1 1 0 0 2 2 2 2 0 0 0 1 0 1 0 0 0 1 2
split_gain=0.262291 0.389496 0.868089 1.46929 0.854394 0.781689 0.632977 0.617201 0.609124 0.581825 0.52941 0.570659 0.846943 0.426335 0.396133 0.373349 0.267483 0.650114 1.15388 0.51971 0.364125 0.261701 0.369792 0.483108 0.219154 0.217357 0.18352 0.718482 1.28592 0.382555
threshold=41.621607100200002 0.34548366815000003 0.34632196640000007 0.35585760905000008 0.48543456785000005 0.48041974790000003 0.48015029490000011 41.395309858300003 41.169697216150006 0.48851830785000006 0.47943175355000006 0.34458549145000011 0.34500464060000008 0.48218616210000004 0.47612346935000005 41.726652433350004 39.530201452500002 38.938637541200009 37.962710038050005 0.46928235680000008 0.42314601355000009 0.57600071855000012 0.44578006650000007 0.62143349005000015 0.35165114815000004 0.48119816770000007 0.55671985870000007 0.54679500610000009 0.42892428370000008 38.386256906100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 25 24 6 7 -5 8 10 -6 11 14 -13 -7 16 -2 17 18 19 20 -1 26 -23 -24 -4 -3 27 -11 -29 -28
right_child=15 2 3 4 9 13 -8 -9 -10 21 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0015579445278879225 -0.00085147540205412152 -0.00020336300293571151 0.00085844074265335702 6.7572621770578371e-06 0.0017041072756620701 0.0012764924063606486 -0.0025445309258110482 0.0010254621295508375 -0.00088010987866854451 0.00011658613477894812 0.00084903974662198884 -0.0013191985187114672 0.0002431871202695931 0.00044339368934606655 0.00094559174581497301 2.7302057531195533e-05 -0.00075221428434857362 0.001309689517514514 -0.0019415298248809461 0.0013917352253684625 0.00026757777326704395 0.0011599469963190731 -0.0021314359943020908 0.00019406851261440086 0.0017371718270520866 -0.00087631496425451423 -0.00057281516066216853 -4.4454284618683397e-05 -0.0025310772327438095 0.00046315251799560901
leaf_weight=0.55423793024966528 1.8969422796653805 3.4477016218006602 2.5855546299135304 0.6833022569080629 0.86096938699483772 4.1076071411371213 0.82562985207187012 2.6689865482039741 2.5192625600611782 50.335720679606311 3.3824498057365409 2.6266193798874147 2.7104687587161607 5.5561860390007496 2.4923782860860229 92.275512178770441 1.3354540512664241 1.560611276887357 1.0676771475118583 1.2647846750915048 1.7355124857276676 0.34148473438472038 0.78684055586109003 0.6094999327556252 1.8879550783312877 3.9702659510076046 1.5835181628644921 2.7970583896712919 1.1196225894964298 10.184825757052748
leaf_count=56 33 23 25 33 3 17 13 19 20 440 16 23 30 30 12 1408 19 9 12 7 25 23 156 172 23 23 66 40 34 90
internal_value=8.64191e-05 0.000148997 7.61702e-05 0.000139779 7.02791e-05 0.000326868 -0.00138921 0.000136716 2.50876e-05 0.000102373 0.000146839 -7.91708e-06 -0.000525733 0.000797503 0.000268151 9.6006e-06 4.35738e-05 0.000215459 -0.000153989 0.000382936 -0.000174293 8.20207e-05 -0.000669061 -0.00111636 0.00122929 -0.000563542 0.000101791 5.36429e-05 -0.00075528 0.000323755
internal_weight=209.775 115.602 82.0199 74.602 70.1285 33.5822 1.50893 23.9184 21.2495 68.6195 18.7302 15.3477 5.33709 9.66379 10.0107 94.1725 7.51828 6.18282 4.62221 3.55454 2.28975 67.7586 1.73783 1.39634 4.47351 7.41797 66.0207 54.2524 3.91668 11.7683
internal_count=2900 1459 1164 1118 1070 295 46 248 229 1024 209 193 53 47 140 1441 128 109 100 88 81 1021 351 328 48 46 670 514 74 156
is_linear=0
shrinkage=0.00196078


Tree=958
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 2 1 2 2 0 0 1 0 0 2 2 2 2 1 2 2 2 0 0 2 1 2 2 2
split_gain=0.283594 0.458048 0.559073 0.362062 0.422069 0.742322 0.60893 0.618921 0.449077 0.886896 0.3498 1.07256 0.668074 0.466215 0.530661 0.345171 1.04004 0.70923 0.474354 1.46396 1.19504 0.665302 1.16662 0.321729 0.610322 0.289391 0.267352 0.264711 0.262789 0.289069
threshold=0.39167988980000007 0.39458399450000009 0.53136133645000017 0.52366695610000014 0.39584144190000009 0.39971857130000005 38.238138001450004 0.4019490434500001 43.633733172900008 36.514114975300011 0.48543456785000005 0.48368312325000012 0.34587287805000005 0.48181192180000004 0.48140774230000011 40.712530798250008 41.348489042950007 39.945535567850008 43.19689381845 0.35675578575000005 42.674081447500008 47.833738492450003 43.968221017800005 0.51401155655000019 0.51243974730000008 37.962710038050005 0.34554354660000003 42.37975859965001 38.771633980050005 40.580626202750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 23 -5 8 25 -8 9 -6 11 13 -12 14 -1 17 -17 -14 20 -20 27 22 -21 24 -3 -7 -15 -18 -9 -30
right_child=1 3 -4 4 5 6 7 28 -10 -11 12 -13 15 26 -16 16 18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0001063894278708915 -0.0021638158516916377 -0.0020538986751176824 3.8641861680525684e-05 0.00085735337451472765 0.00070729852065849817 -0.0004853408811630271 0.0013643351504270525 0.00060528088232748411 -5.3202308816693791e-05 -0.0021962717857089281 0.00090266904094906384 -0.00095783558748611193 0.0002310344166162868 0.00083244826853415288 -0.0009637196892657644 -0.0012282160236571082 1.905176235211858e-06 0.001088343215161819 0.0016188580283161649 0.00019407587723756936 -0.0010566729639554821 0.00069400959327999478 -0.0023410785568396368 -0.0023642941306021544 0.001565266717668127 -0.0021912844495608984 0.00019492444485695373 0.00069039942440053486 -0.00019519356819346079 0.00015093219630908303
leaf_weight=70.081229059918769 0.81359338434412964 0.35637790090549859 0.973089289967902 2.4643471392337224 0.55050993664190162 3.2738697132936063 1.5346894403919566 3.6962492589736931 1.6408267705701289 1.5244350426364688 6.0316230417229226 3.6066981786862007 27.107522887177769 5.3017353266477567 1.8281196765601624 2.2688999073579934 4.8217204059474188 4.2982513923197976 3.0305916971992684 2.0214608963578944 3.4415061622858039 2.4073181515559554 1.0658411879558114 0.44029218224750366 0.36021734774112701 0.43285783002647793 4.8357129544019699 3.8703759051859379 12.431506476350476 36.554716005644877
leaf_count=824 58 46 20 21 11 309 13 44 27 62 30 24 188 25 13 20 40 37 15 15 31 21 49 24 3 25 22 19 176 688
internal_value=0.00012077 1.52015e-05 -0.000964281 4.20173e-05 6.16373e-05 2.98246e-05 8.4324e-05 0.000136891 -0.000819747 -0.00142592 0.000169244 8.86771e-05 0.000283562 0.000134681 7.91845e-05 0.000214834 3.1924e-05 0.000348367 0.000170322 0.000524784 -7.87281e-05 -7.86586e-05 -0.000681145 -0.00104514 -0.00023462 -0.000684555 0.00052834 0.000308475 0.000101134 6.30939e-05
internal_weight=213.066 67.0476 1.78668 65.2609 64.104 61.6397 57.9239 54.2172 3.71577 2.07494 146.019 85.6535 60.3651 82.0468 71.9093 54.3335 22.9277 31.4058 20.6588 8.52521 12.1336 5.49462 3.0873 1.15689 0.716595 3.70673 10.1374 8.6921 52.6825 48.9862
internal_count=2900 1527 78 1449 1376 1355 1255 921 100 73 1373 908 465 884 837 435 210 225 190 100 90 85 64 73 49 334 47 59 908 864
is_linear=0
shrinkage=0.00196078


Tree=959
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 0 0 0 0 2 0 1 2 0 0 1 1 2 1 1 2 1 1 2 2 1 0 0 1
split_gain=0.203877 1.16197 0.646781 0.433689 1.30895 0.886094 0.844552 0.489178 0.583794 1.09205 0.650453 0.427061 0.59824 0.374603 1.54997 0.985451 0.527874 0.711649 0.367 0.729224 1.02287 0.361098 0.359365 0.901944 0.341176 1.71546 0.689194 0.937144 0.707733 0.344458
threshold=41.24714903835001 41.134354310300004 41.028010303750008 0.39078171310000004 0.52772372085000019 39.685256516350002 0.52803808270000008 0.53592706805000012 0.54191491270000014 0.54317236010000014 36.735256530150004 0.46928235680000008 0.33960061075000009 40.036761086100007 0.55671985870000007 0.54511840960000013 0.45206730335000006 0.46419268885000003 39.468990633150007 0.33263974130000007 0.31810424840000007 41.348489042950007 0.34307356065000005 0.34392682850000006 39.995120105550008 39.468990633150007 0.44705248345000009 0.57161462230000015 0.55154037305000014 0.49091344570000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -5 -6 -8 -9 -10 -11 12 18 15 -15 -12 -16 -18 19 20 -1 -2 -14 -24 25 26 28 -28 -17 -29
right_child=21 -3 -4 4 6 -7 7 8 9 10 13 -13 22 14 16 24 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.00034856540306840196 -0.00047316044412310182 0.0010903214626937973 -0.00073645995515936617 -0.0026016704372408138 0.002064189787366002 0.0003366810118644122 -0.00077782950516261569 0.00064413119547885027 -0.0017545539419805455 -0.0016019856551662578 0.0015275242458361784 0.00027923935728860005 -0.0022907071687217786 -0.0015096368984963025 0.00084188955264617791 0.00034067122333471137 -0.0023858841795965091 0.00060606311759112748 0.0010841126806991584 0.0013676096214356778 -0.0025582569691018943 5.4462608512385149e-05 0.0022268616856574138 -0.0021465769390756118 0.0011734846514041511 -0.0025535219017964856 0.0011186482302534581 -0.0020993906876715226 -0.0014485684586303662 0.0005332560421241558
leaf_weight=1.0641005195211617 5.2344071622555921 4.8230206817097487 3.3941057809206532 1.2386308416098462 0.77761798910796898 0.5790335431229322 2.8534248241921913 5.5297062185127315 1.3845192808657909 0.88119721323619415 2.1639690734446075 57.25776254167431 0.76421690359711625 2.4230953827500334 3.3060914459638298 1.9829629263840565 0.52743615815415956 0.72684794620727189 1.0740789320552719 0.74490505550056685 0.82723681253264647 105.49896948538299 0.30388936400413513 0.44941628922970267 0.97505517303943712 0.94184167552884979 3.962883890606463 0.53934630747244217 1.4875462695781605 0.29591371570131741
leaf_count=32 44 33 34 52 4 12 51 38 12 214 11 372 10 21 19 14 14 52 12 11 37 1529 1 54 6 35 29 44 49 54
internal_value=8.79687e-05 0.000150634 0.000104602 0.000134631 -4.87893e-05 -0.00166563 4.67546e-05 -5.5702e-06 7.56577e-05 -6.9883e-05 4.55042e-05 0.000230258 -0.000306206 0.000120597 -0.00024236 0.000325844 0.00043099 -0.000652074 0.000117991 -0.000275633 -0.000922826 2.95217e-05 -0.00134336 -0.000382298 7.05408e-05 -4.62207e-05 0.000239374 0.000720815 -0.000426241 -0.0011667
internal_weight=214.013 103.28 98.4568 95.0627 32.5771 1.81766 30.7595 29.9818 27.1284 21.5987 20.2142 62.4856 5.22784 19.333 6.98347 12.3495 4.56038 1.25428 3.71032 2.63624 1.89134 110.733 1.51752 0.753306 10.1855 9.21049 8.26865 4.79814 3.47051 0.83526
internal_count=2900 1327 1294 1260 731 64 667 663 612 574 562 529 157 348 106 242 85 66 92 80 69 1573 65 55 231 225 190 127 63 98
is_linear=0
shrinkage=0.00196078


Tree=960
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 0 2 1 1 0 1 2 1 0 0 2 2 1 0 1 1 2 0 0 0 2 0 1 0
split_gain=0.0746042 0.17981 0.265145 0.158376 0.20282 0.213837 0.0824184 0.0738948 0.0659204 0.157806 0.33953 0.205328 0.191382 0.161386 0.814886 0.208323 0.531301 0.341671 0.231931 0.583867 0.293969 0.154547 0.910563 0.382215 0.332797 0.362237 0.324018 0.994535 0.257375 0.350551
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.52041855035000018 0.59210802070000013 48.315732392000008 0.63075955810000017 45.027406014450008 0.48363821445000005 0.46613873835000008 0.58736265385000019 0.46208197360000008 41.902916368500009 0.45393850480000009 0.58258734765000009 0.57600071855000012 46.650420857800007 40.982542372850013 0.44705248345000009 0.56369569775000017 0.43967246490000006 0.42829556000000008 42.297164883650005 0.55041765215000005 0.55754318735000019 0.55538756325000016 39.945535567850008 0.54910032635000017 0.42194844465000009 0.54317236010000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 5 -5 7 -2 9 11 -11 13 -12 15 -15 18 17 -17 20 -20 21 23 26 28 25 -25 27 -23 29 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 12 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010011149728888216 -0.10131271143024885 -0.10464894650213477 0.089933163016305273 -0.10098875762058968 -0.11692421390419057 0.05373417216384864 -0.11116692431534687 0.075831419965981417 0.016236756402269317 -0.10673932651359271 0.056191284566395397 0.032318242379925345 -0.030588611023628105 -0.10676003381708302 0.011035532990956304 -0.0075782493825232895 0.026840613808524184 -0.11725693063287279 -0.0096104860626747002 0.058064523582473909 -0.033802678263834457 0.061709782766678017 -0.043251254901529319 -0.054953353897848868 -0.10743619630019835 0.039510102833523714 0.040830716893851579 -0.088706675866657425 -0.027808278117936926 0.024744732122187054
leaf_weight=148.87829826098186 0.042268086785496761 0.21958272671326984 0.23252484388649453 0.11029366357433901 0.12326745158816266 0.46985010715434328 0.26196201552102139 0.053170840255916119 2.9142929118161183 0.42555735948098927 0.37730772201120977 2.1163426126004188 0.77846351551124826 0.82074207091500229 2.0644970341891167 0.46858453685854262 0.92964643088635046 0.72115155309438705 2.6672779151485875 2.4420309943961911 2.3776546989683984 0.95016637211665311 2.1906232028959494 1.0418984299612923 0.55257676503606479 0.66506510314502509 6.0013694860972464 0.81799904043145943 2.953105100488755 6.4891273814573642
leaf_count=1673 50 34 4 147 68 14 41 2 110 51 38 23 26 50 39 35 25 18 27 20 35 10 76 36 42 14 38 55 30 69
internal_value=0.00113647 -0.0209817 -0.00677662 -0.0279749 -0.000432696 0.0243191 -0.0821816 -0.00262235 0.00131292 0.00108001 -0.030376 0.00134867 -0.00225885 0.000990577 -0.0224729 0.00136637 -0.0298006 -0.0740593 0.00173741 0.0227353 0.00111697 0.00160382 0.0136911 0.000854088 -0.0399841 -0.0181486 0.029746 -0.00787676 0.00143693 0.0019928
internal_weight=191.157 1.51292 1.29334 1.06081 0.703411 0.580144 0.357401 0.0954389 189.644 186.729 1.58133 185.148 1.15577 183.032 2.88524 180.147 2.11938 1.18974 178.027 5.10931 172.918 170.54 9.96016 160.58 2.25954 1.70696 7.76953 1.76817 158.321 155.367
internal_count=2900 360 326 322 229 161 93 52 2540 2430 115 2315 64 2292 89 2203 78 53 2125 47 2078 2043 179 1864 92 50 103 65 1772 1742
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 0 2 2 0 1 0 2 0 0 1 1 1 0 2 2 1 0 2 1 0 2 0 1 2
split_gain=0.0538117 1.47571 0.452385 0.418711 0.398038 0.578504 0.506694 0.468525 0.389622 0.318706 0.360351 0.492175 1.04035 0.398325 0.757622 0.229536 1.01449 0.482337 0.481631 0.363734 0.738088 1.88443 0.721939 0.313494 0.530098 0.420108 0.403912 0.376905 1.19806 0.278769
threshold=0.51700547890000015 0.51929582950000019 0.38042274180000007 0.38906020780000011 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 40.036761086100007 0.52215502530000013 0.39078171310000004 0.52646627350000019 42.34047585750001 0.52803808270000008 0.53136133645000017 0.40367054880000008 0.41753240920000007 0.41808628485000005 0.54017843775000018 40.823855932350007 40.036761086100007 0.42829556000000008 0.54585192060000021 38.238138001450004 0.44751654140000008 0.56424957340000015 38.771633980050005 0.54679500610000009 0.43706775245000007 41.322103772800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 5 -5 -7 -8 -4 -6 -11 12 -12 -13 -15 -16 -17 -18 -19 20 23 -22 -21 24 -20 -26 -25 -28 -29 -24
right_child=1 2 3 4 9 6 7 -9 -10 10 11 13 -14 14 15 16 17 18 19 22 21 -23 29 26 25 -27 27 28 -30 -31
leaf_value=0.00236688990055585 -0.10757241632788993 -0.0625099698527989 0.051432068833970862 -0.12077550482165818 -0.039918865716437248 0.11232709708120368 0.018465169408069231 -0.081352550694531026 -0.0008741643502027086 0.028232804954372803 -0.13083766792191026 0.046803578604866287 0.031123287075237968 -0.056266476494365052 0.019647253826579857 -0.083337110709241463 0.063267469497622228 -0.04753374146688729 -0.11467510389087882 0.050906482493744049 -0.15304460702864223 -0.003758323623666065 0.026409944683748618 0.044748509019562677 0.09484062360151474 -0.049548403554272417 0.02765916245190575 -0.12296827368762064 0.0082346614810566831 -0.0024835469682913721
leaf_weight=116.04254594091299 1.2788513628329372 1.1120380208594713 3.1336773820221415 0.64118844157201182 1.8352472889455373 0.28219944238662753 0.94185595365115637 0.93909779801151672 2.6103502480546013 4.9539616014808407 0.84371634415583574 1.8901976392371569 0.74840962398229749 2.2830522094154722 6.8494863554369649 1.4148604333386163 1.2768939360976208 1.9587057230819471 0.55808511900977353 3.7946234662085798 1.1574629589449603 3.137765940718964 4.1979313836427563 2.6406363432597555 0.34908322617411613 0.47666076622317632 2.686724528670311 0.89230923261493433 3.1630708235479688 16.324139978592029
leaf_count=1277 22 29 19 28 17 1 168 90 26 27 36 36 35 66 97 46 8 27 33 26 13 68 54 36 3 45 14 24 74 455
internal_value=0.00102108 -0.00107879 0.000784438 0.00176227 -0.000483698 -0.037352 -0.0126241 -0.0313705 0.0276617 0.00114623 0.00236972 0.000107788 -0.0547048 0.001693 8.90579e-05 0.00261788 -3.13395e-05 0.00273455 0.00086471 0.00327207 -0.00893964 -0.0439875 0.010836 0.00504239 -0.03939 0.011492 0.0115956 -0.00138923 -0.020634 0.00342682
internal_weight=190.415 74.3723 73.0934 71.9814 66.2374 2.80434 2.16315 1.88095 5.74403 63.433 61.5978 56.6438 1.59213 55.0517 53.1615 50.8784 44.029 42.6141 41.3372 39.3785 15.0618 4.29523 24.3167 10.7666 1.38383 0.825744 9.38274 6.7421 4.05538 20.5221
internal_count=2900 1623 1601 1572 1527 287 259 258 45 1240 1223 1196 71 1125 1089 1023 926 880 872 845 310 81 535 229 81 48 148 112 98 509
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 2 0 0 2 0 0 1 1 0 0 0 1 1 1 0 2 0 0 0 0 2 0 2 0
split_gain=0.0509342 0.555648 0.373894 0.449254 0.672796 0.292792 0.716182 0.575014 0.320449 0.204423 0.859206 1.18323 1.03555 0.92616 0.691921 0.18158 0.362709 0.3041 0.225409 0.547824 0.308134 0.234553 0.597161 0.869007 0.310027 0.676304 0.49419 0.315797 0.20641 0.348539
threshold=39.420767558750008 39.268993001500007 39.788107623550012 0.34524415440000006 0.39024280710000009 0.46928235680000008 38.115457128050004 0.47305469895000007 0.42314601355000009 40.621691032550004 0.53905571685000009 0.54585192060000021 0.38573695400000008 0.35585760905000008 0.47976108500000009 0.56424957340000015 0.56915960600000015 0.49091344570000006 0.42067602765000006 0.40105086675000007 0.54279811980000015 37.858673296900008 0.52266399210000014 0.4901499955000001 0.52215502530000013 0.52877159370000015 37.020641110850008 0.50041914915000019 38.512991772500008 0.55892039160000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 8 -7 -1 10 12 -12 13 14 -4 18 -17 -18 19 21 -21 24 23 -23 26 -26 27 -9 29 -20
right_child=2 -3 9 4 -6 7 -8 15 -10 -11 11 -13 -14 -15 -16 16 17 -19 28 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.079425086081806484 0.013488915290118567 0.047578216978060917 -0.0021189829690337878 -0.070516031550103053 -0.0045641462314951978 0.07579784847358928 -0.13100339031273353 -0.014564762985554881 0.011075457315110691 -0.00025427897659289854 -0.089341468896332515 0.013720079720054849 0.075261945656295459 -0.044109427475030875 0.051585488551718586 0.014958870306270439 -0.10876745727513555 0.025073213521796589 -0.021357160896111779 -0.015122413470691577 -0.084638671775461416 0.010900133977944815 0.032578578005761132 -0.054977535135609372 -0.064566364095583639 0.023096282451972486 0.055533980160130447 0.023518451845386312 0.044764525818164175 0.053899041022256559
leaf_weight=0.48245019007390499 2.8171916902065259 2.7331004692241541 5.0081886460538971 2.8424531198688783 3.393334969479838 1.067047319957054 0.55900582228059637 3.6721264768275486 2.0697584057170388 117.74711890443177 1.8348348550498474 2.8354326464414044 2.967486349050886 2.5570254396880037 4.6048545138910413 0.90670843085899722 0.66813544829960847 0.22758786359077021 1.8222605091432336 1.5343796032830135 1.0910036782770474 4.10041246563196 2.7716303900233461 3.9134754911065102 1.5231582671840436 2.0844030461739749 2.8898753970861426 5.3493389117065817 2.2762010777369142 0.92923312939819869
leaf_count=68 16 24 39 27 41 4 14 32 54 1748 15 70 28 28 36 32 133 137 46 30 28 30 30 31 39 22 21 45 15 17
internal_value=0.000916312 0.00395694 3.13138e-05 -0.0196538 -0.0346269 0.000971798 -0.0284862 0.00346047 -0.00603208 0.00132686 0.0107259 -0.0267703 0.0222943 0.00937895 0.0236066 0.00130198 -0.0296276 -0.0747608 0.00294369 -0.000452788 -0.0440106 0.00389461 -0.00743241 -0.0212703 0.0117668 -0.013916 0.0195453 0.00801694 0.0224873 0.00405833
internal_weight=189.279 42.6713 146.608 9.05298 6.23579 39.9382 3.11121 36.827 2.55221 137.555 19.8078 4.67027 15.1376 12.1701 9.61304 35.7599 1.80243 0.895723 33.9575 28.9298 2.62538 26.3044 10.7855 8.01389 15.5189 3.60756 11.9113 9.02147 5.02769 2.75149
internal_count=2900 852 2048 84 68 828 136 692 122 1964 216 85 131 103 75 688 302 270 386 308 58 250 91 61 159 61 98 77 78 63
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 1 0 2 2 1 0 1 2 0 2 2 2 2 0 1 2 2 0 0 0 0 0 1 1
split_gain=0.133553 0.276083 0.267146 0.147663 0.168627 0.209433 0.196352 0.104899 0.103012 0.590334 0.883404 2.28566 1.46401 1.00103 1.05707 0.840929 0.620315 0.576115 0.571974 0.620562 0.811905 0.329265 0.318287 0.364424 3.38352 0.627657 0.510329 0.857742 0.459235 0.442724
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.49703601690000004 0.65954612140000013 0.50663153795000015 0.50525433370000017 0.6461932277500001 42.564639561200003 43.19689381845 0.34632196640000007 0.49588335680000006 0.34581299960000006 42.852084787850011 0.47715637260000004 42.674081447500008 42.929886289700008 42.541806567400009 43.542456167850005 0.48119816770000007 0.35814795965000007 43.740100730350001 43.902382686800003 0.48015029490000011 0.48607826115000008 0.47760546090000006 0.5089817670000002 0.52646627350000019 0.39745815990000005 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=8 -2 3 -3 6 -6 -5 -8 17 10 12 -12 13 14 -10 -13 -17 -1 19 -11 -21 -20 -23 25 -25 29 -26 28 -28 -24
right_child=1 2 -4 4 5 -7 7 -9 9 18 11 15 -14 -15 -16 16 -18 -19 21 20 -22 22 23 24 26 -27 27 -29 -30 -31
leaf_value=9.9987509885886608e-05 -0.0022364475629870371 -0.00072498627629750414 -0.0020333283092460854 -0.0021055506504875955 0.001540071028568111 -9.7413169249783429e-05 -0.00074760524661655827 0.0012705145398053098 -6.210514170242474e-05 -0.0001763698924770931 -0.0029034903715124114 0.00059412570156466436 0.0012110835686119153 0.00029540717408143663 -0.0025230348805693132 -0.0017247565860026108 -0.00017532010559896471 0.0011825979563865338 -0.00061078089946068736 0.0019357203837915833 0.00031410395933677873 0.00064294962491424836 0.00027198195430691878 -0.0042952120564217862 0.0009454575877778697 0.0012208018965738675 -0.0025982477707806929 3.1892672932810155e-05 0.00038841606759340211 -0.00074339338127436458
leaf_weight=148.82409490913142 0.26614067162517985 0.67920732378843318 0.26052706205337006 0.19731343042803917 0.63802483421750344 0.56731007195776328 0.19291633490502136 0.20345829151119688 1.3082740307181686 2.3494513577534226 1.5410054875537733 2.6876130519376602 3.1720856127794832 3.2314240000450809 1.3777921465225516 1.696634968058788 2.3966930711176246 1.9141453829943191 2.7556906911049728 2.1834986209869385 2.6011559508624487 3.6227065360872066 8.4390269185387314 0.72988783230539311 2.0157131531741461 2.2206845316686659 0.7675483739003528 12.173484056576852 0.26671460200304864 2.0525184636935583
leaf_count=1637 23 26 129 16 5 49 37 42 21 40 24 21 18 57 21 39 34 11 42 9 33 33 107 7 49 10 43 258 32 27
internal_value=8.05875e-05 -0.000329863 -0.000144589 5.39668e-05 0.000348055 0.000769363 -0.000507307 0.000288292 8.64515e-05 1.74351e-05 -0.000286317 -0.0007479 0.000136286 -0.000439863 -0.00132442 -0.000258031 -0.000817543 0.000113735 0.000142827 0.000648898 0.00105414 3.98029e-05 9.5328e-05 2.61205e-05 -0.00017123 0.000273788 2.64941e-05 -0.000113754 -0.00182805 7.33385e-05
internal_weight=213.333 3.0049 2.73876 2.47823 1.79902 1.20533 0.593688 0.396375 210.328 59.5896 17.4115 8.32195 9.08958 5.91749 2.68607 6.78094 4.09333 150.738 42.1781 7.13411 4.78465 35.044 32.2883 28.6656 15.9533 12.7122 15.2235 13.2077 1.03426 10.4915
internal_count=2900 327 304 175 149 54 95 79 2573 925 235 118 117 99 42 94 73 1648 690 82 42 608 566 533 389 144 382 333 75 134
is_linear=0
shrinkage=0.00196078


Tree=964
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 1 0 0 0 0 2 2 0 0 1 0 0 0 2 2 2 2 0 1 2 0 0 0 2
split_gain=0.0488204 0.427166 0.772376 0.426338 0.514361 0.326219 0.155202 0.238049 0.329805 0.312591 0.232489 0.0908173 0.0888775 1.50918 0.0810762 2.14579 0.761948 0.292516 0.681704 1.03102 0.361793 1.22463 0.649853 0.369347 0.284708 0.265129 0.223645 0.401387 0.857459 0.531074
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.34392682850000006 35.131296350900008 0.50482021495000018 0.38733870245000007 0.51700547890000015 0.52215502530000013 0.53781323915000012 0.54384599265000022 33.151194885250007 36.372781240150012 0.50749977545000013 0.51700547890000015 0.38042274180000007 0.52104727400000017 0.50041914915000019 0.49850303880000008 37.572218886150004 42.929886289700008 40.982542372850013 43.32600771660001 0.50579323975000012 0.38906020780000011 45.027406014450008 0.49320379630000005 0.48543456785000005 0.48368312325000012 41.468518788800004
decision_type=2 2 2 2 2 2 2 2 2 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 -8 -9 -10 -11 -12 13 -2 17 -16 -17 18 19 -14 21 23 -22 -19 -18 -24 27 28 -21 -29
right_child=12 2 5 4 -6 6 7 8 9 10 11 -13 14 -15 15 16 24 20 -20 26 22 -23 25 -25 -26 -27 -28 29 -30 -31
leaf_value=0.018761957021285185 -0.14282907152382524 0.097738759950400475 -0.11004643472451066 -0.11144098743206715 0.0034157871116818534 0.042011674842936358 -0.11861692217634151 0.10358738674669302 -0.10738091309156357 0.046284929074287218 -0.00032424467756476233 -0.10355487933117445 0.07307826997567432 0.048349866213131788 -0.13270236326119775 -0.055555064151179778 0.031409689422116784 0.044935190362899023 -0.056374934307046612 0.0010121747636406347 0.095044592302065314 -0.059998818008191235 -0.030753785776737971 0.0034063291735287309 0.00096802193809465687 0.045811728380908683 -0.021446497316621724 0.04689770090895258 -0.049498864302460858 0.0027870207496537795
leaf_weight=1.4820304106979159 0.65155780204804514 1.1908141151070593 0.23647063021780956 0.80944613142037247 0.75225278787547722 1.0791734433732929 0.17017671011853952 0.28311708569526661 0.28806376238935605 0.64648441318422556 0.1591381386001558 0.18347903262019827 1.9844349351478729 1.127371488335484 1.2314549662405614 2.3449400063400381 3.2284576685633501 4.2724717669188959 2.0610276287188745 71.569870752220595 1.4502805436495685 2.1689447551034382 0.96140415576519422 4.2939056525938213 63.513408840585271 0.85400080827821512 4.5279674244156913 4.221192602068184 3.526376884430646 7.7231644669955131
leaf_count=57 11 11 6 36 10 15 5 3 17 8 109 71 27 37 34 25 28 29 23 775 12 34 26 39 1286 26 39 28 23 50
internal_value=0.000891937 0.00892138 0.0294515 -0.0196569 -0.0561158 0.00275593 0.0122499 -0.00631063 0.00593838 -0.0157081 0.0109905 -0.0556065 0.000570222 -0.0216721 0.000790123 -0.00186016 0.000472072 0.00249028 0.000513504 0.00176679 0.0159899 0.00712384 0.0451353 0.0241188 0.00244056 0.00526408 0.000221357 0.00134855 -0.00135973 0.0183759
internal_weight=188.993 7.28065 4.23692 3.04373 1.5617 3.0461 2.80963 1.73046 1.56028 1.27717 0.989102 0.342617 181.712 1.77893 179.933 70.3183 69.0868 109.615 95.614 93.553 14.001 10.7353 3.26569 8.56638 66.7419 1.8154 91.5686 87.0406 75.0962 11.9444
internal_count=2900 348 245 103 46 234 228 213 208 205 188 180 2552 48 2504 1373 1339 1131 965 942 166 102 64 68 1314 52 915 876 798 78
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=2 1 2 1 1 1 1 0 0 1 0 2 2 2 1 2 1 2 1 1 1 2 2 1 0 1 2 2 2 2
split_gain=0.0578248 0.246708 0.125135 0.0993532 0.0891014 0.0815283 0.0854533 0.0592894 0.219095 0.300464 0.218367 0.450653 0.693886 0.350627 0.306514 0.257702 0.531718 0.253907 0.142244 0.399985 0.361153 0.135506 0.23248 0.366148 0.354375 0.276531 0.199229 0.213448 0.198032 0.417238
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 0.38780276035000005 0.4019490434500001 0.4355408521000001 0.43672345135000007 0.47727612945000003 0.47778509625000004 0.34530403280000005 0.47577916830000005 38.938637541200009 39.945535567850008 40.79983011445001 0.34479506600000004 41.395309858300003 0.34524415440000006 37.511241581900002 0.3447651268000001 0.3447052483500001 0.35675578575000005 48.919835655300012 43.022303514600004 0.34193587020000005 0.39614083410000006 0.32272985840000007 48.315732392000008 44.921040431000009 41.558544840500012 41.902916368500009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 10 9 -9 11 17 -13 -14 -12 -16 -17 -4 19 21 -20 22 25 24 26 28 27 -24 -15 -30
right_child=2 4 7 -5 5 6 -8 8 -10 -11 14 12 13 18 15 16 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.052098602503418134 0.044643576076054792 0.10312698855894552 -0.0035033615898937146 -0.0041471545714067866 -0.10400467884371743 0.10075491251021731 -0.10074539270283159 -6.4065733487345843e-05 0.00058986354314831532 0.039135858878725407 -0.054519209218904907 0.059020579012187151 -0.060781860642498131 0.047950143002785155 -0.049940535633637206 0.027147834062595268 -0.048440755966191414 -0.060557247294822064 -0.058271882857356953 0.066922122727325492 0.013682750791255622 -0.013508462616026047 -0.1033996264554661 0.074107956962221694 -0.020743213059936653 -0.043792925844723662 0.07316212269828816 0.04116285501846758 0.082842286064665094 -0.10695279131503291
leaf_weight=0.78947429882145914 1.1605637958855357 0.16448116302490234 1.493094716483035 0.65172818132509736 0.052373121856362559 0.080187962856143713 0.028536036634250195 4.3181414678692809 149.42573470281764 3.5734824314713478 1.7798809353116656 2.3065816484740962 0.88850374385947262 0.88333989749662245 1.1047797659412024 3.0511324247345328 1.3390230230579616 1.6332523441451483 1.1856989520092605 1.0772835761308677 1.6943147966230752 3.3906391027849168 0.15418731294266785 1.1312033236026762 1.8401161667425183 1.3695035749115048 0.91945187747478485 0.30255420785397291 0.1920314229791984 0.29188583865834516
leaf_count=66 27 2 40 45 18 2 92 22 2100 19 14 16 19 12 10 31 41 29 36 4 39 26 54 5 47 25 3 8 11 37
internal_value=0.000812973 -0.0218919 0.000948244 0.0270977 0.0513543 -0.00150588 0.0478685 0.000692558 0.00144749 0.0176864 -0.00354471 0.00168115 0.00788697 0.00018865 -0.0184531 -0.00677077 0.00409287 -0.0333092 0.00394223 0.00889919 -0.0159409 0.00293187 0.0108005 0.0251733 0.00796261 -0.0120317 0.0463453 -0.00763871 0.0197816 -0.031637
internal_weight=188.273 1.11505 187.158 1.81229 0.325578 0.161097 0.108724 185.346 157.317 7.89162 28.0285 20.7536 17.6273 15.3207 7.27482 5.49494 4.39016 3.12635 14.4322 11.5522 2.88001 10.4749 7.08427 4.34751 3.21631 2.73676 1.37619 0.456742 1.36726 0.483917
internal_count=2900 180 2720 72 114 112 94 2648 2141 41 507 411 342 326 96 82 72 69 307 232 75 228 202 117 112 85 65 62 60 48
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 1 2 1 2 2 2 0 0 2 2 0 1 0 2 2 1 0 0 0 1 1 0 0 0 0
split_gain=0.0516783 0.692253 0.438276 0.379735 0.266892 0.145033 0.122357 0.723332 0.395843 0.190844 0.290029 0.232782 0.720185 0.1556 0.268659 0.504057 0.389167 0.311725 0.122746 0.378113 0.68151 1.98868 1.31834 0.657834 0.31826 0.605548 0.795803 0.791157 0.511484 2.93511
threshold=0.39672464895000009 49.110028829250005 0.31123319660000009 48.680511450650009 0.37331217625000007 0.31100865245000009 48.988717865950008 0.36106703390000006 48.852845034800005 46.177190236600005 47.001379125850008 0.48607826115000008 0.54191491270000014 49.842240509300005 51.779769178100004 0.58182389750000019 0.5024400467000002 0.61532588845000014 43.19689381845 42.773538294100007 0.34632196640000007 0.50356276755000018 0.51818807820000012 0.48101853240000009 0.34479506600000004 0.34506451900000007 0.47760546090000006 0.4755546241000001 0.48041974790000003 0.48414718120000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 8 -8 9 18 -11 -12 -13 -9 15 -15 -17 -16 19 -7 23 -22 -23 -21 -20 -26 27 -27 -28 -30
right_child=5 -3 -4 -5 -6 6 7 13 -10 10 11 12 -14 14 17 16 -18 -19 24 20 21 22 -24 -25 25 26 28 -29 29 -31
leaf_value=0.019393021075385805 0.03313928825498564 -0.11618111365410809 -0.048808645390075123 0.053092047815726795 -0.11456903587586785 0.0013069472349633785 -0.1447317338132543 -0.042270877229482473 0.039451319935421857 -0.066429997503730284 0.045564409971267733 -0.088246116628411628 0.015146694321840005 0.064417927338405331 -0.12256187550428173 -0.11490312187196086 0.042345014908059947 0.012512624676935997 -0.036164402267675345 -0.037907852077320801 -0.13819140260439047 0.088243002666903964 -0.059488992501232713 0.035554815437097861 0.064707191921236154 0.0036661677391344226 0.046317804616684367 -0.12524035470533962 -0.16445035346384657 0.015866983061330355
leaf_weight=0.34308933094143901 1.3916976864857122 0.53631495125591744 1.017476464359788 1.7653215080499647 0.26251457252146793 138.68699222444184 0.39718651578004882 0.75006763753481243 2.6528784576803437 1.0206011564005155 0.70294762030243907 0.99449480045586858 2.0884915619681124 1.2955483009282036 0.2920667522757866 0.35041610553162161 0.2857084657298401 0.41167799214599654 1.5396735740941974 2.0964458399248525 1.5733109904758746 1.083738084882498 1.3647443025947721 2.9121738597750664 1.9077113382518316 1.0369247589260364 3.541437670588496 0.88033004489261646 0.96649184077978034 13.679648905526845
leaf_count=11 26 10 28 6 91 1851 11 44 21 42 11 31 58 25 81 20 28 17 26 47 24 9 55 14 10 20 16 27 7 233
internal_value=0.000737264 -0.0106171 0.00609148 0.0296517 -0.0386763 0.00097958 0.000734354 -0.0170635 0.00111103 0.000533373 -0.0191189 -0.00636492 -0.0182053 -0.00208541 0.00935179 0.0286234 -0.0442768 -0.0435457 0.0010849 1.59332e-05 -0.0198112 -0.0504683 0.00589959 0.00480572 0.00778935 0.0108637 0.00575459 -0.0555228 0.0122142 0.00396793
internal_weight=187.828 3.92472 3.3884 2.37093 0.605604 183.903 182.512 3.78267 178.729 176.076 4.80654 3.78593 3.08299 3.38549 2.63542 1.93167 0.636125 0.703745 171.27 147.717 9.03041 4.02179 2.44848 5.00862 23.5522 22.0125 20.1048 1.91725 18.1876 14.6461
internal_count=2900 146 136 108 102 2754 2728 226 2502 2481 142 100 89 215 171 73 48 98 2339 2000 149 88 64 61 339 313 303 47 256 240
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 1 0 0 1 2 0 2 1 1 0 1 1 0 1 0 1 0 2 2 1 1 0 1 1
split_gain=0.0494978 0.168431 0.172503 0.101921 0.115081 0.180986 0.146427 0.0703888 0.0579845 0.112512 0.352967 0.223503 0.605525 0.167466 0.145617 0.624264 0.270289 0.184098 0.15408 0.716773 0.287987 0.142877 0.147849 0.612422 0.889341 0.486212 0.299881 0.226269 0.792215 1.57564
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.49703601690000004 0.65954612140000013 0.50663153795000015 0.50525433370000017 0.6461932277500001 0.60665848330000005 0.46613873835000008 41.792045663550006 0.5810754169000002 42.599563320500003 0.46208197360000008 0.45206730335000006 0.56369569775000017 0.45877368940000007 0.44922307715000004 0.56915960600000015 0.43967246490000006 0.57811143375000007 0.4410796084000001 0.55041765215000005 40.259171735100004 41.43512228960001 0.43590012275000006 0.39745815990000005 0.54317236010000014 0.41917906650000009 0.40367054880000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 6 -6 -5 -8 9 13 -11 -12 -13 14 17 -16 -17 18 21 -20 -21 22 27 -24 -25 26 -26 -1 29 -29
right_child=1 2 -4 4 5 -7 7 -9 -10 10 11 12 -14 -15 15 16 -18 -19 19 20 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.00043979312228656825 -0.10988818875279734 -0.036730203920024712 -0.10363570893617879 -0.10599003954307294 0.073213504732963716 -0.011615261926371915 -0.036741970228394163 0.064065961891389564 0.019275304654804412 -0.10610491243538667 0.031805856901325209 0.042914235306820168 -0.11121632135995435 0.02925977539233704 -0.084542747775483165 0.019351186292526419 -0.037621305685548251 0.034135319145472832 0.017481237716047034 -0.11552764810938961 -0.019296859688310963 0.022992960761946367 -0.089671823370072623 0.060330382196776 -0.011901167567223783 -0.0039013118408347414 -0.11344734093780545 0.048981708845897393 0.029920524934193473 -0.12226245965797954
leaf_weight=148.40626833485476 0.16950649883801761 0.50148413422721239 0.16757248950011661 0.15362277971144056 0.54456714540719964 0.46736905609395762 0.13315106354275486 0.14436207519702293 1.6903908355161537 0.40410352819912931 0.93714141927193839 0.49884571571601533 0.52120830911007943 2.0660324841737738 1.0546201451943478 2.7465369394776649 1.1950397656837592 1.6716417653951783 1.9648489699393388 0.79870983213186242 0.50928559452222544 2.9571224860119392 0.91609820204393955 1.6577597353607414 0.44885111294570357 2.9800274427980185 0.82599447303073248 1.0543791279196733 8.1904104920104128 1.095660294544359
leaf_count=1761 23 26 129 16 5 49 37 42 111 101 16 15 45 20 25 50 22 19 40 35 18 27 80 10 22 22 38 12 51 33
internal_value=0.000658444 -0.0139803 -0.00628327 0.00210609 0.0156022 0.0340348 -0.0276619 0.0156982 0.000839385 0.000668998 -0.0210181 -0.00345019 -0.0358405 0.000952647 0.00062496 -0.0162065 0.0020778 0.00110971 0.000788376 -0.0207015 -0.0780589 0.0012057 0.000816588 -0.0135911 -0.00180317 -0.0260113 -0.0776947 0.00143635 0.015739 -0.0382843
internal_weight=186.873 2.28164 2.11213 1.94456 1.44307 1.01194 0.431136 0.277513 184.591 182.901 2.3613 1.9572 1.02005 180.539 178.473 4.9962 3.94158 173.477 171.805 3.27284 1.308 168.533 165.575 6.82873 5.91263 4.25487 1.27485 158.747 10.3404 2.15004
internal_count=2900 327 304 175 149 54 95 79 2573 2462 177 76 60 2285 2265 97 72 2168 2149 93 53 2056 2029 172 92 82 60 1857 96 45
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 0 0 2 0 2 1 0 1 2 2 2 2 1 0 0 0 0 2 1 1 1 2 2 2 0
split_gain=0.181096 0.457219 0.626927 0.445827 0.791954 1.3902 0.853019 0.717281 0.894956 1.23455 0.931875 0.866779 0.674752 0.640779 0.592379 0.619088 0.557491 0.461545 0.439582 1.12911 0.725954 0.436863 1.07144 0.678801 0.495171 0.820921 0.676312 0.423997 0.85341 0.620671
threshold=0.52366695610000014 0.39971857130000005 0.4019490434500001 41.840895355800008 42.599563320500003 0.57357564145000006 0.58388970390000006 42.871500973550006 0.55754318735000019 44.269496632500008 0.41640968835000008 0.57811143375000007 0.41865513010000005 45.154229826150008 41.21013581150001 40.823855932350007 40.712530798250008 0.4323972336000001 0.54191491270000014 0.53592706805000012 0.54422023290000021 0.53321756835000012 42.674081447500008 0.38991347565000006 0.39388042275000007 0.39584144190000009 38.318569170500005 40.580626202750004 40.036761086100007 0.53978922790000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 -3 14 5 -5 -7 -6 9 -9 -11 -10 -12 -14 15 16 27 -17 19 21 -20 22 23 -2 26 -26 -25 28 29 -4
right_child=1 2 3 4 7 6 -8 8 11 10 12 -13 13 -15 -16 17 -18 -19 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00013119541287250143 0.0013139955251391465 0.0012996491791632465 -0.0014298115855817337 0.0012174333222086365 -0.0012750581709127754 -0.0028415244463802581 0.00019174912297638635 0.0014533505579464694 -0.0016622197957429331 -0.0023776073732884929 0.0019366539834612725 1.4254769147969703e-05 0.0010701264710567871 -0.0021724358611082645 -0.0008064241863669332 0.0011977275976718701 -0.0017800692658757002 4.8734906310293874e-05 0.0019488301904110625 -0.0019351708162135019 -0.00055380228629100115 0.0006448946311249634 -0.0021793508458837524 0.00012726962971734086 0.00063865528123613921 -0.001289118731811562 -0.0023101768860653337 0.00073945824820019729 -0.0011345762136813131 0.00010982820832880179
leaf_weight=138.57026081438289 1.0791733805090169 1.5889906387310464 1.0821560368640515 5.8989396318793323 1.5133546320739721 0.54426445625722397 1.0329273366587584 3.6007574367104089 1.3950549534056316 0.65026598761323873 0.65424827579408862 7.9009385959834617 0.4401733847334981 0.50099908102856716 4.0324062341933304 2.5563981719315043 0.77712314166274055 2.8344312161243579 0.81579347164370009 1.7008717714925286 0.98211303522111848 1.8818523092195389 1.1236371104605494 0.78021994608570799 2.6063573067076509 1.2597678455058483 0.99681965622585267 2.1331637022085479 3.0345983488950869 14.429378143134725
leaf_count=1390 7 17 19 45 29 9 47 26 46 24 5 256 6 37 69 13 16 39 6 21 34 14 49 18 23 49 34 21 54 477
internal_value=9.01641e-05 8.73853e-06 8.54382e-05 5.03661e-05 0.000250042 0.000780228 -0.000854987 1.20627e-05 0.000140699 0.000741783 -0.000399153 -0.000237335 0.000407231 -0.000655934 -0.000105677 -4.26589e-07 -0.000149673 0.000593601 -0.000319482 -0.000461261 0.000581758 -0.000203553 -0.000407053 -0.000110814 -0.000383288 1.04946e-05 -0.00124 -8.84036e-05 -0.000183624 2.41585e-06
internal_weight=208.397 69.8272 56.6006 55.0116 24.1319 7.47613 1.57719 16.6558 15.1424 5.84644 2.24569 9.29599 1.59542 0.941172 30.8797 26.8472 21.4564 5.39083 13.2266 11.4287 1.79791 9.72783 7.84598 6.72234 5.64316 3.86613 1.77704 20.6793 18.5461 15.5115
internal_count=2900 1510 1255 1238 530 101 56 429 400 98 72 302 48 43 708 639 587 52 255 215 40 194 180 131 124 72 52 571 550 496
is_linear=0
shrinkage=0.00196078


Tree=969
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 1 0 0 2 1 1 1 2 0 1 1 2 1 2 2 0 1 2 2 0 2 2 2 0 1
split_gain=0.239021 0.49171 0.285628 0.516523 0.56841 0.583872 0.575141 0.279022 0.263369 0.530663 0.533933 0.346898 0.214338 0.732636 0.43457 0.78253 0.51934 0.498509 1.24322 0.906588 0.51548 1.04688 0.430889 0.336375 0.906932 0.826456 0.751523 0.576561 0.568195 0.567999
threshold=0.52366695610000014 0.38042274180000007 37.572218886150004 0.52877159370000015 0.52898116820000018 0.38780276035000005 0.53781323915000012 0.52290350590000012 34.997818021800008 0.46208197360000008 0.39584144190000009 0.43625939340000008 38.386256906100009 0.54279811980000015 0.39971857130000005 0.4019490434500001 39.995120105550008 0.39584144190000009 41.395309858300003 43.633733172900008 0.52511900840000014 0.39167988980000007 37.797539186950011 41.840895355800008 0.54317236010000014 42.448133449100006 41.322103772800006 41.558544840500012 0.56424957340000015 0.44805544745000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -7 -1 11 10 -10 -8 13 -4 16 -16 -14 18 -18 -19 -20 -22 -15 24 -17 28 29 -28 -25 -26
right_child=1 2 12 4 5 6 8 -9 9 -11 -12 -13 14 22 15 23 17 19 20 -21 21 -23 -24 25 26 -27 27 -29 -30 -31
leaf_value=0.00012597382908680933 -0.001579307005904489 -0.0022241773622557717 0.0012708407075402235 0.0022570812723141653 0.0022177815957115914 -0.0027422599830146197 0.00080036559529194392 0.00081062613895124824 0.00051598634142490665 0.00089123621819133805 -0.0022408671391837501 -0.0020493009242663852 -0.0016660260694772303 0.00048084138199151592 0.0015258117482106429 -0.00088884598543380018 0.0017607619941976392 -0.0022281815883781458 0.00083137465324162774 3.1159397325857021e-05 3.5538670600294991e-05 -0.0022730275707315262 -0.0015955262785102735 0.0013928752002676764 0.00045210000144296102 3.0972886684539534e-05 -0.0020427131961627582 -0.0002174760865002716 -1.896461453843197e-05 -0.0002756090498236244
leaf_weight=136.07193739716968 0.75283752824179728 0.55766062784823489 2.0791430481476705 0.32940253615379322 0.29592743515968356 0.44168843631632659 1.0407826547598236 2.3276851339614941 0.3756084721535442 0.5059075078479508 0.96150872998987325 0.19501077302265901 1.0456493807723735 0.80233367207256356 1.4236445077694941 4.6283672656863954 1.3685599057935158 1.1396496912930163 1.0338096395134924 1.7034265270922331 2.2140386097598825 1.1461899071000514 0.73741330023858609 3.3501934632658985 12.519416186551103 18.482918449410136 1.0239789957049645 1.8999499687051864 1.6287461410247486 6.149219586448452
leaf_count=1366 17 27 23 1 1 16 31 24 3 50 60 136 18 18 12 36 10 40 7 27 24 52 41 29 98 455 18 36 46 178
internal_value=9.03002e-05 -3.22104e-06 1.39552e-05 -0.000452497 -0.000214187 -0.000427486 -0.000649843 0.000137489 -0.000349664 -0.000819263 -0.00146644 0.000350682 4.80352e-05 0.000511619 2.0423e-05 9.24864e-05 -0.000361173 -0.000202624 0.000128858 -0.000874499 -0.000379413 -0.000751924 -0.000513569 5.14149e-05 -0.0001012 0.000221977 6.76325e-05 -0.000856686 0.000931024 0.000212402
internal_weight=208.233 69.833 69.0801 4.7035 4.14584 3.81643 3.52051 138.4 3.07882 1.84302 1.33712 1.23579 64.3766 3.61889 60.7578 51.1064 9.65132 8.60567 5.7626 2.84308 4.39404 3.36023 1.53975 49.6828 26.2209 23.4619 21.5926 2.92393 4.97894 18.6686
internal_count=2900 1510 1493 325 298 297 296 1390 280 113 63 167 1168 82 1086 908 178 160 93 67 83 76 59 896 366 530 330 54 75 276
is_linear=0
shrinkage=0.00196078


Tree=970
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 2 0 1 2 2 2 2 1 0 1 2 1 1 1 1 2 1 2 2 1 1 2 2 0
split_gain=0.215649 0.928145 0.745712 1.43067 1.48839 0.663017 0.373265 0.955978 0.371802 0.422663 0.726152 0.378197 0.543615 1.07794 1.10521 1.15124 0.818792 0.904712 0.752289 0.538662 0.72748 0.740351 1.23741 0.627169 0.537476 1.40336 0.65901 0.988145 1.53966 0.465988
threshold=0.37138109635000011 0.36927038110000004 0.51243974730000008 47.001379125850008 0.5025747732000001 0.49678153350000009 46.177190236600005 0.53225951315000009 0.38906020780000011 40.12915366295001 38.115457128050004 38.703421923500009 39.211875820650008 0.39024280710000009 0.52428071015000011 0.39971857130000005 41.395309858300003 0.3982365797500001 0.39078171310000004 0.40621538280000008 0.41640968835000008 40.823855932350007 0.42274183410000005 43.812290675100009 40.036761086100007 0.42829556000000008 0.42019700010000005 39.945535567850008 39.468990633150007 0.52290350590000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 8 -8 9 10 -4 29 18 -14 -15 16 -16 -18 -13 -17 23 24 -23 -21 26 -26 -22 28 -28 -10
right_child=2 -3 6 -5 -6 -7 7 -9 11 -11 -12 12 13 14 15 19 17 -19 -20 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00013294723457125864 -0.0011447507252640373 0.0010751281691830364 0.00018617134393830988 0.0015003388887230064 -0.0023569162546349266 0.00098758276294997737 -0.002538344158968163 -0.00011187470989634231 -0.0016275729802173815 -9.0185738207457542e-05 0.0014720702216388024 0.001532858403384963 -0.0014842586551695703 0.0013369807854751528 7.7131216493753972e-05 0.00098840037789430391 -0.0022822383841214159 -3.9669981554510464e-06 0.00018150939558663425 -0.0022704575100858447 0.0011278165548442318 0.0012120505435155859 0.00012068759361911715 0.00030440250504399442 -0.0019958576941282026 4.3654202225318453e-05 0.00028669426359173735 0.0011772175180485521 -0.0028471573576523122 -0.00013732753491534633
leaf_weight=114.38789644087683 1.0930827553020201 4.16623431444168 3.8021164075471443 0.9506218867318238 2.0683153073769063 1.1509149273624641 0.67066934405011025 9.0189549702627101 0.87536776205524702 3.3822198207490146 3.037042842246592 2.4340055957436553 1.6611729264259327 2.7165683680505017 2.2362567549571386 2.822732654400169 1.9383378538768741 1.0242311283946035 4.5344369131344138 0.90219077491201349 1.8525248896330575 5.0603411076590445 18.959168357572707 0.60932960594072938 2.0194054837338626 3.6264578499431082 1.4599995514290647 1.1714022718369959 1.026515422388911 10.285611073597918
leaf_count=1107 32 34 29 10 59 20 61 269 17 23 15 7 10 21 31 18 74 6 57 28 10 38 314 18 19 68 24 8 33 440
internal_value=0.000110713 0.000166057 3.96955e-05 -0.000677051 -0.00115704 -5.11068e-05 8.29908e-05 -0.000279823 0.000128389 0.0004768 0.000757196 7.54071e-05 0.000141036 6.82826e-05 0.000122664 4.88801e-05 -0.000818517 -0.00149459 0.000653522 0.000163014 9.95088e-05 0.000156745 0.000350612 -0.00123247 -0.000260652 -0.000685836 0.000174982 -0.000307575 -0.00100706 -0.000254209
internal_weight=210.944 118.554 92.39 5.26293 4.31231 2.244 87.1271 9.68962 77.4374 10.2214 6.83916 67.2161 56.0551 49.0866 47.4255 44.7089 5.19883 2.96257 6.96844 39.5101 36.6873 35.1758 24.0195 1.51152 11.1563 5.64586 5.51044 3.65792 2.48651 11.161
internal_count=2900 1141 1759 121 111 52 1638 330 1308 67 44 1241 784 720 710 689 111 80 64 578 560 514 352 46 162 87 75 65 57 457
is_linear=0
shrinkage=0.00196078


Tree=971
num_leaves=31
num_cat=0
split_feature=1 2 1 2 1 2 2 1 1 1 0 2 1 0 2 1 1 0 1 2 2 1 0 1 0 2 2 2 2 1
split_gain=0.0491998 0.218204 0.302482 0.265125 0.0523732 0.135793 0.494232 0.344254 0.125139 0.158047 0.357589 0.203392 0.121677 0.318531 0.157992 0.142372 0.10861 0.544783 0.231514 0.360221 0.318639 0.143241 0.128413 0.698186 0.671751 0.141427 0.332679 0.227213 0.319659 0.78475
threshold=0.49994012155000006 48.315732392000008 0.50525433370000017 48.988717865950008 0.48363821445000005 49.275256100300005 49.49736495185001 0.39745815990000005 0.48544953745000008 0.49703601690000004 0.57995269605000022 45.673096293200011 0.46613873835000008 0.58736265385000019 41.902916368500009 0.46208197360000008 0.45206730335000006 0.56369569775000017 0.45877368940000007 42.622319549950006 39.091773401050006 0.44922307715000004 0.56915960600000015 0.43887907550000005 0.57507260265000015 48.852845034800005 48.461603274950008 47.833738492450003 45.154229826150008 0.41640968835000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 12 -7 -8 -6 10 -10 -12 15 -14 -15 16 21 -18 19 20 -19 22 25 -24 -25 26 27 28 -1 -30
right_child=1 2 3 -5 8 6 7 -9 9 -11 11 -13 13 14 -16 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0016859214318071679 -0.081176203769852809 0.087112076574421535 0.013065894208407062 -0.10419015519204052 0.055792838360110911 -0.13375835119921695 0.021190880127513467 -0.10262952627335753 0.071441398896423786 0.045077818930923108 0.014291019885337744 -0.077471634517528601 -0.10599264204312789 0.05298498437478464 -0.026699183723605066 0.027438083479685196 -0.078421055090709346 0.026688106956953957 -0.034346378818920408 0.058224922951363112 -0.057010973143524046 0.03047694243335369 0.034612852694692706 -0.12673972963215405 -0.0042944508325978049 0.019860187356242107 -0.040134426029122837 0.036511677123478699 -0.072803156770360519 0.055932738146219033
leaf_weight=157.21584790253928 0.39447800737116168 0.32375072594732024 0.57605713233351707 0.28986319049727172 0.58460626075975541 0.34696097207779431 1.2320060041965915 0.27458537517486536 0.35509987175464663 0.62626896786241548 0.3761908845090145 0.67487792752217501 0.38310004912136619 0.37119585091750174 0.75476692942902446 2.0578279593901234 1.029476049086951 1.0049734899948819 1.2208733712668616 1.2609572270885108 0.83089010813273478 1.6798533425753692 1.3885984434091363 0.817899275338277 0.99082275336331804 4.0979513034690163 1.9379722824087355 1.8372711278498162 1.6463736029982095 0.6646817501168697
leaf_count=1790 292 6 11 61 10 16 34 73 7 20 37 26 51 38 22 22 23 28 27 10 18 21 26 20 31 29 18 19 102 12
internal_value=0.000824124 -0.0167243 0.00464701 -0.0261851 0.000973855 0.00077303 -0.0261564 -0.00137614 0.0150203 0.00329256 -0.0153174 -0.0446286 0.00104851 -0.0272286 -0.000429725 0.001286 0.000983018 -0.0130527 0.00253319 0.0170724 -0.0111931 0.00141866 0.00113253 -0.0187194 -0.0596639 0.0015117 0.00105126 0.00154589 0.00114319 -0.0357775
internal_weight=187.246 1.58415 1.18967 0.86592 185.662 183.045 1.85355 1.50659 2.61704 2.03244 1.40617 1.05107 181.191 1.50906 1.12596 179.682 177.624 5.34717 4.31769 3.09682 1.83586 172.277 170.597 3.19732 1.80872 167.4 163.302 161.364 159.527 2.31106
internal_count=2900 370 78 72 2530 2430 123 107 100 90 70 63 2307 111 60 2196 2174 106 83 56 46 2068 2047 77 51 1970 1941 1923 1904 114
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 2 1 1 2 1 1 1 1 1 2 1 2 1 1 1 0 0 0 0 1 2 1 0 2 0
split_gain=0.0446644 0.394395 0.368731 0.463704 0.284097 0.25926 0.403813 0.279348 0.38196 0.417729 0.24997 0.479842 0.473708 0.866039 0.832251 0.510167 0.369675 0.304968 0.838564 0.541137 0.828543 0.516771 0.265168 0.864345 1.32675 0.352064 1.30866 0.690524 0.828573 1.16547
threshold=0.52366695610000014 0.38042274180000007 0.38398550940000004 0.39078171310000004 0.52290350590000012 37.572218886150004 0.39410496695000002 0.39772761295000009 33.384956903900012 0.46208197360000008 0.39167988980000007 0.39458399450000009 0.39584144190000009 0.39971857130000005 43.633733172900008 0.4019490434500001 40.496232821400007 0.40259273675000007 0.40367054880000008 0.41640968835000008 0.52772372085000019 0.5339660489000001 0.54017843775000018 0.54095685760000012 0.41917906650000009 40.823855932350007 0.42067602765000006 0.54317236010000014 40.036761086100007 0.54511840960000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -5 -8 -9 -10 -7 16 -13 14 -14 -15 -12 -17 -19 20 -20 -21 -23 -24 -25 27 -27 -26 29 -29
right_child=1 2 3 5 -6 10 7 8 9 -11 11 12 13 15 -16 17 -18 18 19 21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=0.001178026191951858 -0.080271661613139644 0.065523261110649475 -0.05050738190859138 -0.15258432324417248 0.037607752111613484 0.044732131280101069 0.0234478304511367 0.053746205104300074 -0.094564534991022117 0.021637877073926781 0.0025366221654016929 0.051721303307297919 -0.11217724543308505 0.064903991119866764 -0.0030899556327093291 -0.048231554788136136 -0.10745267603805045 0.10125449411729613 0.041913345758199279 0.078302058309032571 -0.10958865677691934 -0.03072515182740071 0.098324711014748642 -0.12421635956404319 -0.070215447555430688 0.088615651703576853 0.0041985804497300279 0.10130938414557643 -0.04130120356072059 8.4540491705276674e-05
leaf_weight=124.32297040184721 0.62904312647879024 0.82975806295871635 1.8772469336981874 0.23945837240898926 2.1781974783807518 1.3140939492732275 1.0627601990709084 0.34922675091070221 1.1076439639800808 0.4292467242329393 0.5320001728250634 1.8519728397950519 1.3042257335036986 1.3134710858575989 1.5080162437516262 1.1918410481885064 0.71797280083410442 0.85236314916983147 0.5568796917796125 0.89829755500431829 1.0261182847243615 2.3855241355777244 0.94037925824522872 0.82416611607186396 1.6129235848784436 2.0114592276513603 21.100853563264536 1.3650984317064265 3.4772618769820829 6.8201544609369193
leaf_count=1366 17 6 29 11 24 10 20 118 94 74 11 15 56 14 27 10 48 8 7 31 55 28 6 17 11 13 515 6 74 179
internal_value=0.000738741 -0.0015051 -0.000672378 -0.00160856 0.0018053 7.74034e-06 -0.0276961 -0.0175548 -0.0406583 -0.0621097 0.00165552 0.000572982 0.00207207 0.000202768 -0.0536811 0.00347023 -0.0606402 0.00167961 0.00303552 0.00108945 -0.0562921 0.00328162 0.0016192 0.00364158 0.00124885 0.00409058 0.0115454 -0.0088881 -0.000406537 0.0169663
internal_weight=186.631 60.1295 59.5004 58.6707 126.501 56.7934 3.18834 2.94888 1.88612 1.53689 53.6051 52.291 51.041 49.189 2.81224 46.3768 1.24997 45.0633 43.8715 43.0191 1.583 41.4361 40.5378 38.1523 37.2119 36.3878 23.1123 13.2754 11.6625 8.18525
internal_count=2900 1510 1493 1487 1390 1458 317 306 286 168 1141 1131 1072 1057 83 974 59 960 950 942 62 880 849 821 815 798 528 270 259 185
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 2 0 1 2 1 1 1 2 1 0 1 0 0 2 0 1 1 2 0 0 1 0 2 2 1
split_gain=0.0471286 0.260658 0.603955 0.367591 0.369997 0.324 0.488566 0.467563 0.296115 0.277391 0.217908 0.310657 0.169037 0.260494 0.120304 0.0832419 0.0727088 1.68956 0.63315 0.472803 1.76293 2.29156 0.983111 0.70597 0.523608 0.42036 0.236629 0.382198 0.336781 0.238925
threshold=36.514114975300011 0.38780276035000005 0.51929582950000019 0.36543816055000006 0.49320379630000005 33.384956903900012 0.52877159370000015 0.3982365797500001 31.796797363700005 0.31810424840000007 0.34392682850000006 0.33672644530000007 37.020641110850008 0.36543816055000006 0.51484985480000012 0.41129008115000004 0.51700547890000015 0.52104727400000017 37.572218886150004 0.50300889195000009 0.37138109635000011 0.37668033890000002 40.21994457600001 0.49811382890000006 0.50579323975000012 0.36195024100000012 0.52366695610000014 39.091773401050006 37.572218886150004 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 3 4 9 8 -7 -8 -3 -1 11 -11 13 -2 -15 -9 18 -18 -14 23 24 -22 -23 -20 -21 -25 27 -19 -28 -30
right_child=12 5 -4 -5 -6 6 7 15 -10 10 -12 -13 16 14 -16 -17 17 26 19 20 21 22 -24 25 -26 -27 28 -29 29 -31
leaf_value=0.03679329529744834 -0.054781505939200961 -0.11034310811741006 0.086132582485331455 -0.027129817005329411 0.050626436458408558 -0.11907086236207208 0.057760591046506028 -0.030049129862240759 0.077532344061645053 -0.073780807839602836 -0.10148108237799591 0.056317757201493228 0.05779716166418393 0.029628290263086561 -0.017751905845096408 -0.10853605080625642 -0.081585330996456554 -0.010191232391655831 0.00087557745972348963 0.096304006874331216 -0.11083463329991715 0.095304116944095435 -0.013111687229938629 -0.010352988266911549 0.028190006018825143 -0.077304545733508367 -0.055752140288916334 0.035886650050887335 -0.014280238875119398 0.0031907836273132695
leaf_weight=0.76539077644701858 1.4042330068477888 0.10258005562286632 1.0659503624774513 2.3032062239944935 2.2059514708817005 0.5757271338807185 0.56902174465358235 0.25305878196377307 0.46048765096224997 0.36920277828176018 0.39154007783781708 0.36499065929092467 2.0220328681170932 0.85454234667122397 1.4371963510075145 0.28996380407772904 2.5549269305483895 2.9481891097966573 90.069041162996655 2.6448481939733011 1.7525738412514327 1.3704075288842434 2.1464727711427258 1.9000370837748044 1.9686052701435981 1.8516948009782934 1.0969984697094322 4.6226834073968348 9.4420912357745674 45.776398187390441
leaf_count=20 12 92 11 25 16 28 8 7 31 32 41 9 19 4 44 88 34 20 909 31 39 9 38 19 15 31 47 40 207 974
internal_value=0.00066848 0.00744796 0.0164406 0.00483363 0.0228022 -0.0223816 -0.0442957 -0.00558313 0.0433051 -0.0096542 -0.041234 -0.00910472 0.000293889 -0.0208661 -8.48027e-05 -0.0719597 0.000748137 -0.00184419 0.00237724 0.00129665 0.0221008 -0.0174182 0.0291342 -0.000894824 0.0672391 -0.0433974 0.0013448 0.0179434 -0.000886661 0.000203324
internal_weight=185.58 9.71707 7.46623 6.40028 4.09708 2.25084 1.68777 1.11204 0.563068 1.89112 1.12573 0.734193 175.863 3.69597 2.29174 0.543023 172.167 66.4413 105.726 103.704 9.88291 5.26945 3.51688 93.8208 4.61345 3.75173 63.8864 7.57087 56.3155 55.2185
internal_count=2900 408 154 143 118 254 131 103 123 102 82 41 2492 60 48 95 2432 1322 1110 1091 132 86 47 959 46 50 1288 60 1228 1181
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 2 0 1 2 2 1 2 2 2 1 1 1 1 1 0 1 0 2 1 1 1 0 2
split_gain=0.14966 0.733096 0.467225 0.466717 0.547377 0.38522 1.00187 0.658274 0.394475 0.33483 0.272326 0.871275 1.30902 0.608956 2.12778 1.24842 1.54235 1.19863 2.91077 1.3069 1.03875 2.87995 0.739092 0.62423 0.394669 0.322397 0.312336 0.293364 0.731968 0.420966
threshold=0.35585760905000008 0.35165114815000004 0.35759408400000009 0.4622167001000001 0.35877668335000007 0.48543456785000005 0.48368312325000012 41.495754733000005 0.48181192180000004 0.36106703390000006 42.131954243650007 42.686561923500008 0.34545372890000009 40.922041107600009 40.580626202750004 40.380906245900007 0.34524415440000006 0.34515433670000012 0.34479506600000004 0.34446573455000007 0.34479506600000004 0.47814436690000012 0.32144247180000002 0.46928235680000008 42.448133449100006 0.33960061075000009 0.3453938505000001 0.34518427590000006 0.47961138885000004 42.929886289700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 8 -7 10 -6 13 12 24 14 15 16 20 18 19 22 21 23 -15 25 -12 -1 -19 -13 29 -29
right_child=2 -3 3 4 9 7 -8 -9 -10 -11 11 27 -14 17 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.6384945169237072e-05 -0.0010101486223916868 0.0010726191298068709 -0.0013493692988369422 0.0012017449621976857 -0.0007579422747650994 0.0009886168298545283 -0.0010751078154412736 0.00012281850466711036 0.00046241456137754815 6.2076406914572899e-05 0.00050235082840547501 0.00023724549331436513 -0.0024127494138320715 0.00076033702047443089 -0.0019849873592154171 0.0013854683882005955 -0.001465089700984822 0.0012667092212361468 -0.001582306711753678 0.0016941991390538771 0.0011115820328483172 -0.0027364397033096685 -0.0015644105304257045 0.0007901181156088616 -0.0008223166279497584 -0.001139510620587726 0.00057481672469067327 0.00027512594786885944 0.00027499233932310764 -0.0013625402287829142
leaf_weight=3.0392081552709076 1.616701972336158 3.1507982577895737 0.90577917979680833 1.6013958528637875 1.9516086616931705 4.8864445742219678 2.9047172777354708 10.924184454604982 9.9387591034173948 100.45373312335732 1.6314327074214845 13.288138390766109 1.4598404855933038 1.0904589894707917 2.0471489571500561 2.5853166137821963 2.6012714768185097 3.9299065097002295 3.3232481721788645 2.7366532906889915 3.4539290370430527 1.4073802158236492 1.0153508819639681 4.5375907719135284 1.840004680532729 1.1578166599028916 6.9350825706496835 0.80365321773569975 4.3994307294487953 2.4226775400748011
leaf_count=85 22 34 42 12 18 32 18 55 47 1876 27 196 32 33 20 14 30 20 27 9 25 11 18 21 31 20 37 15 21 52
internal_value=8.67187e-05 0.000142224 3.59125e-05 5.20323e-05 6.42369e-05 0.000111157 5.49493e-05 0.000390403 9.83431e-05 4.64487e-05 4.32729e-05 -0.000113494 -0.000854899 0.00014492 -8.67337e-05 0.000120161 -8.18008e-05 0.000398471 -0.000169155 0.000800652 0.00018286 -0.000133423 -0.000360578 0.000285993 -0.000199777 -0.000259039 0.000825077 6.13215e-05 -0.000245232 -0.000954611
internal_weight=204.04 97.5104 106.529 104.913 104.007 94.3596 78.549 15.8106 75.6443 102.405 65.7055 25.8452 4.93128 39.8604 20.8297 18.7825 16.1972 19.0307 8.16571 4.84246 13.5959 10.142 2.10581 8.73462 3.47144 4.19702 10.865 20.9139 7.62576 3.22633
internal_count=2900 930 1970 1948 1906 896 809 87 791 1894 744 374 90 370 226 206 192 144 87 60 162 137 51 126 58 105 57 284 88 67
is_linear=0
shrinkage=0.00196078


Tree=975
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 1 0 2 2 2 2 2 2 2 0 0 0 0 1 0 0 1 0 1 2 2 2 1 0
split_gain=0.045661 0.159395 0.155117 0.0767766 0.0884514 0.1509 0.146663 0.0521313 0.0474684 0.629517 0.381869 0.283576 0.54011 0.319822 0.496489 0.273139 0.26846 0.145599 1.5991 0.68056 0.859256 0.733109 0.877096 0.645503 0.365207 0.267697 0.362229 0.25003 0.668772 0.373698
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.49703601690000004 0.65954612140000013 0.50663153795000015 0.50525433370000017 0.6461932277500001 43.19689381845 43.245737185650007 43.082598263550004 43.022303514600004 42.898324343550009 42.852084787850011 42.718072821900002 0.50356276755000018 0.48368312325000012 0.5089817670000002 0.52290350590000012 0.34632196640000007 0.48041974790000003 0.47961138885000004 0.34518427590000006 0.47778509625000004 0.34479506600000004 43.542456167850005 43.874475754150005 43.933728833200007 0.39135055835000004 0.53592706805000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 6 -6 -5 -8 10 -10 11 12 13 14 -1 -12 -16 19 -19 20 21 22 24 -21 -11 -25 -27 29 -29 -20
right_child=1 2 -4 4 5 -7 7 -9 9 17 15 -13 -14 -15 16 -17 -18 18 27 23 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.0011792200504002722 -0.10969140721521597 -0.03207410934963488 -0.10345035737277136 -0.10558202381959068 0.068434403061786539 -0.01057884316944171 -0.026404406710473768 0.061402147799584916 0.079351845849957484 -0.0017675970569158411 -0.070173957080549576 0.040343127451172883 -0.053920957297570828 0.042403676037161976 -0.075716990005045032 0.00051556571584657955 -0.012073214607114314 -0.13598119656400473 0.065444936713602644 -0.024456225552877742 -0.056735170296653425 0.064622575962954953 -0.073930590898868304 0.088300549305967174 0.048778220607260336 -0.010535632876001382 0.059075739657338699 -0.083863102573751791 0.0030874537250433092 -0.001100024669853565
leaf_weight=135.69421519386151 0.16023153040805427 0.49438284975622115 0.1514436373428224 0.1457454971869081 0.50224880559835583 0.46593986432981183 0.13122515453324013 0.13948813877595967 1.0780679266899813 7.3890489661826013 1.3164422489462588 1.7807099545498193 1.8211389691259672 1.8315863338211773 1.2688932374239805 0.93471166855306353 1.387513772700913 0.888067840704024 1.4050255520269268 1.429781884420662 2.606343714229296 1.8428263813257206 1.5235309655545268 1.4315537279471753 1.7723132744431493 1.0984501657076182 2.3398217128851684 0.98247199994511802 8.8770812680595537 2.1130704939132556
leaf_count=1708 23 26 129 16 5 49 37 42 11 134 34 21 40 21 26 17 16 49 18 23 18 6 30 10 11 7 50 27 262 34
internal_value=0.000681831 -0.0136696 -0.00609215 0.0017546 0.013833 0.0304094 -0.0247039 0.0188389 0.000853809 0.00406478 4.51576e-05 0.000685004 0.000187695 0.000890632 0.000341052 -0.0408226 -0.0424741 0.00179123 -0.00603676 0.00700134 -0.00449511 0.00637323 -0.00367305 0.0346202 0.00801075 0.0519651 0.0368365 0.00258953 -0.00557688 0.0254761
internal_weight=185.003 2.19071 2.03047 1.87903 1.38465 0.968189 0.416459 0.270713 182.813 36.7775 146.035 143.784 142.003 140.182 138.351 2.25115 2.65641 35.6994 14.2657 21.4337 15.1341 12.5277 10.6849 6.29961 9.16136 4.86983 3.43827 13.3776 9.85955 3.5181
internal_count=2900 327 304 175 149 54 95 79 2573 690 1883 1832 1811 1771 1750 51 42 679 390 289 199 181 175 90 145 67 57 341 289 52
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 0 0 1 1 1 1 1 1 2 2 1 2 1 0 0 0 1 2 0 2 2 1 2 1
split_gain=0.165629 0.906935 0.321992 0.422364 0.355432 0.276869 0.833027 0.538186 0.433764 0.923476 1.78708 1.73311 0.684769 0.440032 1.21043 1.20473 0.646458 0.835036 0.747728 0.951015 1.30785 0.38218 0.395568 0.490593 0.345601 0.400808 0.326227 0.995172 2.05251 1.11689
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 0.52511900840000014 40.337496327150006 0.48181192180000004 0.48218616210000004 0.48140774230000011 0.34494476210000008 0.3453339720000001 0.34581299960000006 0.3459626957000001 0.3465914194000001 0.35877668335000007 41.840895355800008 43.104429861650011 0.36730936200000003 38.238138001450004 0.37138109635000011 0.51401155655000019 0.50300889195000009 0.51589772760000019 0.38573695400000008 39.788107623550012 0.52215502530000013 39.091773401050006 40.380906245900007 0.34524415440000006 39.468990633150007 0.3459626957000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 7 -7 26 -8 -10 -11 -12 -13 14 -14 -16 17 -15 -18 20 -20 -21 -23 24 -24 -26 27 -1 29 -29
right_child=1 2 3 -5 -6 6 8 -9 9 10 11 12 13 16 15 -17 18 -19 19 21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=8.2539961982019261e-05 -0.0021331102658412866 2.9134858041051939e-05 0.001668248600131911 3.0889821717042915e-05 -0.002117924788710228 0.001210479989593446 -0.00059855337297869907 -0.0010065209944259293 0.0010850405344360694 -0.0011462712354154627 0.0015637016655465747 -0.00074544657574373359 0.001345143994895948 3.0336327490446303e-05 -0.00061285787593577602 0.00090043412822150392 0.00095844112853783812 -0.0012488756473654986 0.00060994628420124467 0.0009535784026323095 -0.0014527760851488997 -0.00049406033040277995 -0.00041297327096321385 0.00087234927540275672 -8.628459010870462e-05 0.00085666001730111429 0.00014144773480380838 0.0021370630753847937 -0.0023626591084593236 -0.00087932564112320338
leaf_weight=13.992964158984252 0.75539218775520467 0.62881377771554869 0.61153040403587411 63.544788335225348 0.56081018379336456 3.0483466535806647 2.7597584920004001 1.8560010436922301 4.1969424337148658 3.9229594878852359 3.4753285571932784 3.1923067793250075 4.3549207029864183 6.292475618014576 4.5124474279582483 3.6655416083522141 4.5575090865604606 2.8507355831097811 1.9059931309893752 2.8222288917750147 3.1102425502613187 2.8385267057456103 3.603346858173607 4.1985985302599138 3.8871165150776505 3.1275292709469795 52.378282560574007 0.84025651293995807 2.1019202430034056 1.0767041401377353
leaf_count=162 56 19 17 1379 56 11 20 13 18 26 12 20 34 40 27 21 43 37 17 16 53 42 27 29 30 13 595 6 23 38
internal_value=8.43676e-05 3.06051e-06 2.77544e-05 4.64969e-05 -0.000983028 0.000121544 0.000207306 3.56898e-05 0.000163163 0.000194767 0.00013481 0.000220873 0.000135898 0.000190289 0.000510104 6.54305e-05 8.80243e-05 -0.000368506 0.000226926 9.61524e-05 -0.000669014 0.000283592 0.000176492 0.000304955 8.05939e-05 0.000334134 6.31701e-05 -0.00016446 -0.00102447 0.00044284
internal_weight=210.67 66.1013 65.3459 64.1563 1.18962 144.569 72.3229 72.2461 69.2745 66.5147 62.3178 58.3948 54.9195 51.7272 12.5329 8.17799 39.1943 9.14321 30.0511 25.4936 5.01624 20.4773 17.6551 14.8166 10.618 7.01465 70.3901 18.0118 4.01888 1.91696
internal_count=2900 1527 1471 1396 75 1373 536 837 525 505 487 461 449 429 82 48 347 77 270 227 70 157 141 99 70 43 824 229 67 44
is_linear=0
shrinkage=0.00196078


Tree=977
num_leaves=31
num_cat=0
split_feature=1 2 1 2 2 2 1 2 2 0 1 1 1 1 1 2 1 0 2 1 1 0 0 2 1 0 1 0 1 1
split_gain=0.0455259 0.189119 0.253627 0.241811 0.0530639 0.133849 0.0427887 0.108282 0.444664 0.283796 0.163884 0.501413 0.106712 0.123569 0.138096 0.264428 0.10129 0.299134 0.138278 0.125275 0.0963547 0.765077 0.141342 0.571869 0.337882 0.276927 0.512067 0.48758 0.321861 0.441915
threshold=0.49994012155000006 48.315732392000008 0.50525433370000017 48.988717865950008 45.445415294500002 45.027406014450008 0.48363821445000005 49.275256100300005 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 0.48544953745000008 0.49703601690000004 0.48627286610000009 45.673096293200011 0.46613873835000008 0.58736265385000019 41.902916368500009 0.46208197360000008 0.45393850480000009 0.58258734765000009 0.57600071855000012 46.650420857800007 0.44578006650000007 0.56501302355000016 0.44805544745000009 0.56055207925000017 0.43590012275000006 0.42970270350000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 7 16 -9 -10 -11 -12 -8 14 -14 -16 19 -18 -19 20 22 -22 25 24 -24 27 -27 28 29 -1
right_child=1 2 3 -5 -6 -7 12 8 9 10 11 -13 13 -15 15 -17 17 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012871809340273845 -0.10067131033839732 0.08390236940447425 0.012472272641710552 -0.10387335478087074 -0.10637157282393644 0.10180887253214684 0.051832527703084975 -0.13014296145087417 0.041912336000089638 -0.10701011988073963 0.10824601264883218 -0.10242439400297615 0.019984886129539702 0.040659366636756691 0.01335381637461161 -0.10682458812842006 -0.10551373660221315 0.049876394463029675 -0.024600993187823331 0.025712203715611271 -0.10576587236616455 0.014243844614415611 -0.007515081194606821 0.038133046930535139 -0.11751124479894787 0.0026122587556040473 0.069673315568544669 -0.037567753729133437 0.026564697595126859 -0.046207599238017961
leaf_weight=155.32554946706114 0.092660132336390144 0.29354892903938867 0.56508670188486576 0.26121681799122598 0.23833974615263287 0.05040823295712471 0.56970739740790977 0.32245968730421637 0.76438058167695977 0.27062071271211607 0.20327530801296234 0.25432654049291159 0.64619483973365255 0.5987692605194751 0.38773082339503162 0.34688292641658336 0.35282656643766941 0.37222065878268018 0.75481600686907768 2.0461498173535793 0.72544165699946406 1.9841333559925258 0.4823817746964767 0.82159169763326634 0.6632029450556729 3.5575324422388794 1.6746272109448908 3.2622995424717365 4.9582963822758748 1.9840812108741364
leaf_count=1822 256 6 11 61 35 1 10 16 6 27 1 73 10 20 34 26 51 38 22 22 48 35 32 10 21 56 12 42 45 51
internal_value=0.00068732 -0.0166559 0.00405759 -0.0243077 -0.0774729 -0.0293301 0.000829342 0.000647923 -0.023654 -0.000648317 -0.0453222 -0.00884066 0.0136945 0.00271865 -0.0137338 -0.0433942 0.000894393 -0.0251592 -3.72573e-06 0.00111163 0.00082471 -0.0178867 0.00111823 -0.0255336 -0.0711942 0.00142526 0.0240761 0.000709301 0.00147884 0.000688149
internal_weight=184.831 1.50126 1.11985 0.826304 0.381408 0.143068 183.329 180.78 1.81506 1.4926 0.728223 0.457602 2.54929 1.97958 1.38081 0.734614 178.965 1.47986 1.12704 177.485 175.439 2.70958 172.73 1.96718 1.14558 170.762 5.23216 165.53 162.268 157.31
internal_count=2900 370 78 72 292 257 2530 2430 123 107 101 74 100 90 70 60 2307 111 60 2196 2174 83 2091 63 53 2028 68 1960 1918 1873
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 2 0 0 0 2 2 0 2 0 1 0 2 2 1 0 1 0 1 2 0 2 2 0 1 2
split_gain=0.0415857 0.200177 0.159961 0.155923 0.149887 0.48501 0.347028 0.215129 0.199739 0.060744 0.280097 0.218966 0.278445 0.942335 0.255401 0.249034 0.149125 0.144825 0.207996 0.163933 0.297644 0.150052 0.417026 0.153655 1.02994 0.809705 0.415589 0.265207 0.643215 0.27602
threshold=0.39672464895000009 0.31123319660000009 0.3972336157500001 0.31100865245000009 0.42646926740000007 35.818873074050011 0.41155953415000007 0.43447800965000011 0.43780126340000008 35.461062230100005 36.072790850000011 0.49678153350000009 35.131296350900008 0.49850303880000008 0.36543816055000006 0.48414718120000005 36.514114975300011 37.020641110850008 0.36543816055000006 0.4588185982500001 0.34307356065000005 0.47305469895000007 0.34392682850000006 37.858673296900008 0.50579323975000012 38.115457128050004 38.318569170500005 0.47512050540000011 0.34446573455000007 38.703421923500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -7 -6 -9 11 -11 15 13 -13 -15 -10 -12 18 -18 -19 -21 -22 -23 24 -24 -25 -27 -28 -29 -30
right_child=2 -3 4 -5 7 6 -8 8 9 10 16 12 -14 14 -16 -17 17 19 -20 20 21 22 23 25 -26 26 27 28 29 -31
leaf_value=-0.0095901289903381082 0.034399087357328349 -0.046744171095768901 0.035276337670248271 0.044297070262916557 0.045783538482240017 -0.018291835397478483 -0.12848805878624708 -0.042640034714255898 0.018153694710924512 -0.043553483957779152 0.027383879835148735 -0.17393380077474213 0.063235449501885602 0.10273209552759857 0.011275538428126286 -0.076704567256680192 -0.049179398955927163 0.030418774363845259 -0.00034678749745762212 -0.035730073021458801 -0.028893274225368255 0.055679459245584484 0.083873787798689661 -0.074151148331551051 -0.0098626610879831295 0.044791705122018188 0.029505077095642779 -0.069057784797935354 -0.024917865716308239 0.0012768770578732301
leaf_weight=2.0789335095196293 1.4088059752248216 1.0567981980711918 0.74986890612126345 0.72393616288900364 1.0600983053445805 0.63325427113886668 0.52081666022422723 1.0618474640650664 0.57385330986562511 1.4284621710784211 2.1019842761361351 0.26517084240913469 1.1856325371531964 0.35632546618580851 2.1342785990156017 0.53459095989819616 1.4111412679776543 1.8755636698770093 2.2839938441211416 2.2139660996836019 1.6407605439271709 1.4082089960575093 1.6454824097454537 1.4428026418993329 4.075162303192883 2.1480434223194598 3.0825328276259816 1.3415744006633747 4.1437672615420515 137.62324210340967
leaf_count=113 12 29 24 4 12 19 53 37 34 38 45 2 18 5 198 7 8 38 48 42 17 9 14 29 89 33 27 10 53 1833
internal_value=0.000614885 -0.00965579 0.000834686 0.00432807 0.000570435 -0.0273378 -0.0680219 0.000870571 0.000600014 0.000862507 0.000541199 0.0116706 0.0227135 0.00527947 0.02436 -0.0275954 0.00091515 0.000580665 -0.0189956 0.00102543 0.000682512 0.00119097 0.00150555 0.00101496 0.0170996 0.000400632 0.00112575 0.000484149 -0.000140956 0.00051122
internal_weight=184.211 3.85967 180.351 2.80287 178.942 1.90394 1.15407 177.038 175.978 174.917 169.867 5.04985 3.94141 2.75577 2.4906 1.10844 168.438 166.336 3.69514 162.641 160.766 158.552 156.911 155.503 5.72064 149.782 148.339 146.191 143.109 141.767
internal_count=2900 146 2754 117 2742 96 72 2646 2634 2597 2333 264 223 205 203 41 2295 2250 56 2194 2156 2114 2097 2088 103 1985 1956 1923 1896 1886
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 2 2 1 2 0 1 2 2 2 2 2 2 1 0 2 0 2 1 1 0 1 1 0 1
split_gain=0.0429974 0.213011 0.354694 0.733664 0.334466 0.38886 0.33253 0.432191 0.3374 0.82522 0.202094 0.288995 0.171371 0.514933 0.602882 0.470399 0.290509 0.192135 0.49224 0.147561 0.159948 0.137964 0.346967 0.900149 0.980055 0.278909 0.157295 0.269621 0.257736 1.29127
threshold=0.47727612945000003 0.3447651268000001 0.47577916830000005 0.3447052483500001 0.34500464060000008 0.47694679800000012 43.968221017800005 42.718072821900002 0.35675578575000005 42.508878681700004 0.47778509625000004 0.34530403280000005 38.938637541200009 39.530201452500002 40.742467179200005 38.052786106700005 41.395309858300003 43.022303514600004 0.34193587020000005 0.46928235680000008 35.818873074050011 0.47886290830000006 39.56957118270001 0.34488488370000009 0.34608245260000009 0.47905751325000007 0.34458549145000011 0.34491482290000003 0.48543456785000005 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -3 6 7 8 9 -6 11 -2 15 -14 -15 19 -16 -18 -19 20 -1 22 -12 -24 -25 -23 -27 -28 -29 -30
right_child=10 4 -4 -5 5 -7 -8 -9 -10 -11 21 -13 13 14 16 -17 17 18 -20 -21 -22 25 23 24 -26 26 27 28 29 -31
leaf_value=0.0052262346031679043 -0.00049346044877720987 -0.056486507944384236 -0.042960835300930478 0.074374807509984861 -0.12740081363346717 0.019656527679408186 0.016918416280720501 -0.12289910754342673 0.018799710430296265 0.038352745629317696 0.027681515971991345 0.038274675579809646 0.063578524841191073 -0.078071057553269055 0.057923262108067454 -0.084196153220899655 -0.02723786724161897 -0.0026396984500691341 0.070364808153055514 0.038836030277671844 -0.057085821272386497 0.04441855737442784 0.016430842722937881 -0.12696828940417634 0.0024187721119518033 -0.028340934316951269 0.024976859830931505 -0.0084200469423447635 0.06825952437440623 0.00054603124003564673
leaf_weight=1.4158242411322275 4.2788293957710257 1.6529415570385007 1.5555941006386991 1.4748802259564389 0.74146226219772982 3.1535606065881439 1.187264015432447 0.58234643599644176 0.95241645901114669 0.50488848704844713 1.5034008175134648 3.4921355098485947 1.3916411753743876 0.92882280756020819 0.97696899971924622 0.83736236143158738 1.9586004043630945 6.3577838985147537 1.0805583894252775 0.76139764487743367 0.58098158892244089 1.4658327673387237 2.351614810526371 1.3480286296689885 1.0348248006775973 1.8568464194540855 4.5211597420275202 27.815368753363146 2.8952928669750682 103.12617267538837
leaf_count=59 22 31 12 6 44 29 15 47 39 6 10 19 9 12 14 11 73 138 5 6 24 12 15 39 11 15 23 179 14 1961
internal_value=0.000559665 -0.00304097 0.00282711 0.00683658 -0.0159612 -0.00655567 -0.0273858 -0.0462993 -0.0260118 -0.0602551 0.00120943 0.0169283 0.000721715 0.00618038 -0.000886723 -0.0185505 0.00602394 0.000628136 0.00796557 0.0013789 -0.0129038 0.00038363 -0.0141713 -0.0274613 -0.0707781 0.00102445 0.000570798 0.00095881 0.000147454 0.00239519
internal_weight=183.785 28.0953 19.3204 17.7648 8.77488 7.12194 3.96838 2.78111 2.19877 1.24635 155.69 7.77096 16.2899 12.6944 11.3027 3.59557 10.3739 9.39694 7.43834 2.7582 1.99681 147.919 6.23787 4.73447 2.38285 141.681 140.215 138.358 133.837 106.021
internal_count=2900 580 369 357 211 180 151 136 89 50 2320 41 351 251 242 100 230 216 143 89 83 2279 75 65 50 2204 2192 2177 2154 1975
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 2 2 0 1 0 2 2 0 1 1 1 0 1 1 1 2 1 0 1 1 1 1 2 2
split_gain=0.153489 0.570181 0.35502 0.891401 0.52912 0.88377 1.78283 0.952972 0.437343 0.670949 0.28031 0.909695 1.07458 0.319418 0.234196 0.22485 0.358099 0.301125 1.40424 1.91569 1.57053 1.17253 0.935612 0.475517 0.868045 1.10317 0.520587 0.270697 0.227921 0.89631
threshold=0.47727612945000003 0.47778509625000004 0.3447651268000001 40.421032462050007 41.792045663550006 42.686561923500008 42.718072821900002 43.968221017800005 0.47577916830000005 0.3447052483500001 0.47886290830000006 40.532725462000009 43.124157941850008 0.47905751325000007 0.34530403280000005 0.34458549145000011 0.34491482290000003 0.48543456785000005 0.34587287805000005 0.34632196640000007 0.3465914194000001 43.509905336500005 0.34521421515000011 0.48320409570000006 0.34536391125000004 0.34569324270000007 0.34587287805000005 0.34692075085000007 42.599563320500003 43.124157941850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 8 -4 -5 -6 -7 -8 9 -1 11 -3 -13 -12 -2 -15 -17 21 -19 -20 -21 22 -18 24 -24 -26 -27 -22 -29 -30
right_child=1 10 3 4 5 6 7 -9 -10 -11 13 12 -14 15 -16 16 17 18 19 20 27 -23 23 -25 25 26 -28 28 29 -31
leaf_value=7.1932894728991297e-05 0.00029572493833464835 0.00019942269359332664 -0.0023869873080311489 0.0004480525729217104 -0.001565149713933211 0.0024515878290892359 -0.0022632567796190915 -9.6267439071330788e-06 -0.00086931975442902274 0.0014097755166384721 0.00094597158241954487 -0.0023167325739842461 0.00032480868071062827 -0.00056440458126421711 0.00093497248306177489 0.00061323860248349495 -0.0011133472801999787 0.0011962949621477873 -0.0024819939717148315 0.0022577929701715353 0.00094197613597837002 0.00098068237346647332 0.00095897143071093489 -0.00064435083382685221 -0.00098857745630854502 0.0006700014485552957 -0.00022101432939352042 0.00012091604006266456 -0.00074159145598321364 8.9113261088405167e-05
leaf_weight=19.269996337829078 4.8948861360549909 4.7337265089154235 0.7593737754959865 3.3751401127083209 2.0761596660595387 0.89885228872299183 0.99899168239790048 2.5961228418163955 1.6754075417265983 1.5577573999762524 1.6635161270678498 1.4911807908210906 0.98198471684008826 2.0405849108938119 4.0073460787534714 4.8839433677494517 4.0206480938941302 4.4664154760539523 1.1149160712957371 1.2831533178687085 1.371749386191367 3.4012263566255561 3.3520998787134948 4.6438705007894887 4.241201424971222 4.8090881034731847 5.2988508173730224 80.346459425734338 6.2351926571736866 25.08070644774125
leaf_count=351 22 26 55 27 37 2 63 27 12 6 12 41 8 15 19 23 28 20 7 6 6 13 16 28 38 22 34 1241 103 592
internal_value=7.68132e-05 0.000100082 -4.53646e-05 -0.000339313 -0.000182963 -0.000507121 -1.83249e-05 -0.000635854 9.44654e-05 0.000171993 7.4074e-05 -0.000304111 -0.00126789 9.12966e-05 0.000583483 8.2217e-05 9.07547e-05 7.37048e-05 0.000117528 7.57871e-05 0.000100733 -0.00010281 -0.000242583 -8.59023e-05 6.06051e-05 -0.000149262 0.000202907 7.62459e-05 6.56106e-05 -7.62853e-05
internal_weight=207.571 174.363 33.2078 10.7046 9.94527 6.57013 4.49397 3.59511 22.5032 20.8278 165.461 7.20689 2.47317 158.254 8.90223 156.59 154.55 149.666 119.899 115.432 114.317 29.767 26.3658 22.3451 17.7012 14.3491 10.1079 113.034 111.662 31.3159
internal_count=2900 2320 580 211 156 129 92 90 369 357 2279 75 49 2204 41 2192 2177 2154 1975 1955 1948 179 166 138 110 94 56 1942 1936 695
is_linear=0
shrinkage=0.00196078


Tree=981
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 1 1 1 1 1 1 1 0 2 2 0 0 1 2 2 2 0 1 2 2 0 0 0 0 0
split_gain=0.0712801 0.216197 0.128117 0.111906 0.0820578 0.0731722 0.0790461 0.0519243 0.948209 0.29726 0.166909 0.288439 0.196539 0.666095 0.878991 0.684675 0.451876 0.574001 0.893533 0.825551 0.361153 1.12558 0.680963 0.65877 0.52541 0.613951 0.710891 0.550261 0.773883 0.518993
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 0.4019490434500001 0.4355408521000001 0.43672345135000007 0.35585760905000008 0.35165114815000004 0.35759408400000009 0.35877668335000007 0.36106703390000006 0.50041914915000019 46.862434125350006 37.962710038050005 0.48140774230000011 0.50579323975000012 0.37668033890000002 39.685256516350002 43.022303514600004 38.703421923500009 0.51929582950000019 0.38042274180000007 38.828362408050005 38.441102963850007 0.52266399210000014 0.52772372085000019 0.52937037810000021 0.53905571685000009 0.54095685760000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 -7 8 -4 -9 -11 -12 13 14 -13 -16 -14 18 -18 -20 21 -19 -22 -24 25 -23 -27 -28 -29 -30
right_child=2 4 7 -5 5 6 -8 9 -10 10 11 12 16 -15 15 -17 17 20 19 -21 22 24 23 -25 -26 26 27 28 29 -31
leaf_value=-0.052832169443071897 0.00066505991102381765 0.10267568430623374 0.00038546083108877783 0.051596531453440869 -0.10390798369808557 0.10017482594809238 -0.10073064787664519 -0.046313817905969973 0.061576992431452295 0.033400734584679577 -0.039249730808210009 -0.0019593369403263848 0.027048566685373678 0.048400972809101973 -0.014545486068102815 -0.13619902555924931 0.010177769447949323 -0.13334059366616904 -0.15252418804471601 -0.013114279492187157 0.062750564955028593 0.057491326891312117 0.068372191525861201 0.00042476291644021557 -0.063421814345046804 -0.069764244044711279 0.057281941595244114 -0.11472784577593219 0.066771281670292518 -0.016122935274216439
leaf_weight=0.77392599294944264 0.8102640966153547 0.1420910656452179 84.999811805088029 0.92261790715633651 0.048839968865650008 0.072169084101915359 0.026877208769064964 1.4369482363108534 2.6100976780289775 1.4316695439629246 1.9306649339850981 3.4409848270006469 6.2309630911040577 1.2689323676750062 0.78226172360155022 1.1322396005998596 1.7201088387519115 0.75403979851398517 0.97280162782408275 0.75401047745253891 1.9135465548606578 1.624611429637296 1.4635468492342614 56.954006155575826 1.4335047217500676 1.5895101836795218 1.5285681365057824 0.63207258202601213 1.0002300837077198 3.0842622887464586
leaf_count=66 36 2 842 36 18 2 92 17 30 17 19 24 68 10 34 37 14 13 28 27 23 14 16 1117 27 39 13 22 11 186
internal_value=0.000570195 -0.0252387 0.000720715 0.0277819 0.0484059 -0.0037373 0.0456571 0.000461187 0.0022085 -0.00118344 -0.000475804 -0.00101343 -0.000177215 -0.016743 -0.0321783 -0.0864916 0.0011667 -0.000971436 -0.0408356 -0.091651 0.000937604 -0.0151842 0.00404988 0.00212706 -0.00700493 0.00154477 -0.0100564 0.00514037 -0.0117579 0.0041766
internal_weight=183.486 1.0639 182.422 1.73288 0.289977 0.147886 0.0990463 180.689 87.6099 93.0795 91.6425 90.2109 88.2802 6.62442 5.35549 1.9145 81.6558 75.4248 3.44692 1.72681 71.9779 11.6468 60.3311 58.4176 10.8928 9.45925 7.83464 6.24513 4.71656 4.08449
internal_count=2900 180 2720 72 114 112 94 2648 872 1776 1759 1742 1723 105 95 71 1618 1550 69 55 1481 325 1156 1133 312 285 271 232 219 197
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 1 1 2 2 2 2 2 1 0 0 0 1 2 1 0 1 0 1 1 1 1 0 0
split_gain=0.0505846 0.71566 0.362728 0.332589 0.192493 0.185144 0.821531 0.393645 0.780914 0.386866 0.518247 0.360125 0.368035 0.301946 0.566949 1.23374 1.02918 0.321751 0.79581 0.658132 0.375342 0.320051 0.286472 0.244068 0.301155 0.318803 0.297482 0.457122 0.33713 0.933478
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.348489042950007 41.43512228960001 40.337496327150006 40.496232821400007 0.34527409360000011 0.3459626957000001 40.21994457600001 40.166811829450005 40.036761086100007 39.945535567850008 39.468990633150007 0.34524415440000006 0.50449088350000015 0.51818807820000012 0.46928235680000008 0.3459626957000001 38.115457128050004 0.35759408400000009 0.42314601355000009 0.33960061075000009 0.49588335680000006 0.36501901140000009 0.36543816055000006 0.36927038110000004 0.37138109635000011 0.50356276755000018 0.51401155655000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 9 -7 -8 -9 10 11 12 13 17 -15 -16 -17 19 -19 21 -20 -1 -23 -22 -25 -26 -27 -28 -29 -30
right_child=3 -3 -4 4 -6 6 7 8 -10 -11 -12 -13 -14 14 15 16 -18 18 20 -21 23 22 -24 24 25 26 27 28 29 -31
leaf_value=-0.081633795388093178 -0.026696345178778998 0.043523740886707775 -0.033142436415726111 0.02417617260390726 -0.00059457312754036189 0.056439499199744871 -0.03021170395907612 0.056597313374271631 -0.0061701574036077166 -0.034060492310604339 0.062847103409096869 -0.039008379264769355 0.035903139411355658 0.017398150581557685 -0.1000917171259515 0.071286650816323668 -0.03212993714504752 0.0418245612689713 -0.056130673115939105 -0.12663342832530219 0.050234528703732087 0.041349178871684281 -0.035644110279368639 -0.031639783444559859 0.050196159293516812 -0.032245939958367172 0.077083864897968479 0.066693081964941503 -0.099780117951337594 0.0035798570446156095
leaf_weight=0.45900328426796466 4.8084832854087827 4.0100559873244483 3.1273624761661258 3.2525224553955914 88.445614812327676 3.2044685822020282 3.2474742667982346 2.6479473430663329 7.8830365979920316 3.3391073987750124 1.3214774436291907 2.3291707759326519 2.8851680583320549 3.4434609338641149 1.9376074848114511 1.2790889404714105 3.8854684704692772 5.2182772215455762 1.1570281758904446 0.55600072547531443 1.0094480490006379 1.2206836100667717 0.79994298220935878 2.7008875198662308 1.3793613091111208 2.4600608311593559 0.83200005814433353 0.77170683105942117 0.90968188410625117 22.136499635520863
leaf_count=68 44 33 34 22 1507 36 27 13 104 36 12 36 24 18 20 9 61 35 13 16 12 19 35 21 6 19 7 7 19 587
internal_value=0.000512059 0.00227337 0.000259574 -0.00106027 0.000284042 0.00158162 0.0108329 0.000226106 0.00961231 -0.000951197 0.000932458 -0.000493689 0.00113613 -0.000787109 -0.015901 -0.0320461 -0.00651709 0.00304331 0.00551009 -0.028303 -0.000170905 -0.00625463 0.0108684 0.00183989 0.000273637 0.00329914 0.00091301 0.00422228 0.00167709 -0.000499981
internal_weight=182.658 86.1515 82.1414 96.5066 91.6981 79.0141 16.9829 13.7785 10.531 62.0311 58.692 57.3705 55.0414 52.1562 10.5456 7.10216 5.16456 41.6106 38.575 3.03563 33.3567 2.47963 2.02063 32.1996 31.1902 28.4893 27.1099 24.6499 23.8179 23.0462
internal_count=2900 1327 1294 1573 1529 1260 180 144 117 1080 1044 1032 996 972 108 90 70 864 726 138 691 122 54 678 666 645 639 620 613 606
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 0 0 2 2 0 1 0 2 1 2 1 0 2 0 0 1 2 1 2 2 2 2 2 2 2
split_gain=0.16467 0.171581 0.228772 0.136743 0.378439 0.299542 0.324071 0.524276 0.982309 0.285744 0.491607 0.646369 0.27663 0.227665 0.651464 0.742691 0.688146 0.637684 0.72075 0.514217 0.432822 0.421579 0.789704 0.544208 0.373113 0.226617 0.202433 0.554016 0.508032 0.443404
threshold=0.50064369330000014 50.666627092000006 48.315732392000008 0.47727612945000003 0.34524415440000006 0.47778509625000004 0.47886290830000006 40.532725462000009 43.45354240915001 0.4622167001000001 0.35675578575000005 0.47706655490000011 41.811877919650009 0.35585760905000008 41.322103772800006 0.34569324270000007 0.48041974790000003 42.852084787850011 0.48181192180000004 0.48543456785000005 0.34581299960000006 43.19689381845 0.3459626957000001 42.564639561200003 40.823855932350007 45.673096293200011 41.532441862050007 39.945535567850008 39.268993001500007 38.318569170500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 26 12 7 -7 -9 25 11 -11 -5 14 16 17 -8 18 -16 -15 24 22 -17 -24 -18 -6 27 28 29 -1
right_child=1 -3 -4 5 9 6 13 8 -10 10 -12 -13 -14 19 15 21 20 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00018682607425983796 -0.0014403385613301165 -0.002056266336828462 0.00027000233882015383 0.00081301260677023898 -0.0021033958578673953 6.7709953065339158e-05 -6.0662103375588434e-05 -0.0022448232175538447 0.00042741506055458402 -0.0021726188735018553 0.00066518528051085954 -0.00012660824657264189 9.5282092627394375e-05 -0.0010710220884897212 -0.0013726239451125727 0.00068431141939174849 0.00091453428293450823 0.00017192821455373297 -0.00012213477076797425 8.5088970653011034e-05 0.0012924162651112544 0.00084888447075441662 0.00014282046932058637 -0.00079642065120652007 0.00012388628225590813 -0.00012501307063643053 0.00021726115121984392 -0.00091936880607390342 0.0011184453662880735 -0.001004110170827355
leaf_weight=4.5731493441635447 0.43582111174555282 0.23936873258207914 0.96962315330165438 4.5318314209580404 0.6659943822378398 4.3736948855221263 5.5397157901898053 1.2475384308490904 0.91809811443090428 0.85570625326363403 1.4153671711392233 1.9383882391266523 3.7922816760838032 1.5015362350968633 3.2801134744659048 6.6533024907112184 4.6660127863287908 5.9581942365912255 3.8544609770178795 99.136231974984184 4.0924080484546712 4.1924444250762454 6.9325921908020955 3.6051381900906563 4.5154196545481682 0.33436047658324242 15.912909212587691 2.59479790070327 1.5825209729373453 1.630463304929435
leaf_count=104 283 34 43 18 62 26 32 43 6 51 20 16 23 21 38 28 27 32 20 1517 29 21 33 24 22 3 263 37 9 15
internal_value=9.61562e-05 -0.000521722 -0.000260366 0.00010123 -1.73581e-05 0.000123364 0.000104551 -0.000322961 -0.00111196 -0.000500153 -0.000276296 -0.00075321 0.00048603 0.000122713 0.000226341 6.61904e-05 0.00051982 -0.000301597 -0.000697046 6.78396e-05 0.00076208 0.000291381 0.000155421 -0.00017851 0.000525694 -0.00144214 7.83021e-05 -0.000134708 0.000126787 -0.000126182
internal_weight=201.939 1.64481 1.40544 200.295 31.5037 168.791 160.467 6.53933 2.16564 5.20982 4.20946 2.79409 8.32411 153.928 53.2898 34.4762 18.8136 13.0928 7.13457 100.638 13.2738 21.3835 17.191 10.5377 9.18143 1.00035 26.2938 10.3809 7.78613 6.20361
internal_count=2900 360 326 2540 580 1960 1919 75 49 152 87 67 41 1844 306 196 110 90 58 1538 78 106 85 57 49 65 428 165 128 119
is_linear=0
shrinkage=0.00196078


Tree=984
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 1 1 0 0 1 0 2 2 1 2 1 2 1 1 2 2 0 0 2 2 2 1 1 1 1
split_gain=0.060408 0.182726 0.117938 0.0913487 0.0753978 0.0660625 0.0720468 0.0441315 0.190308 0.227767 0.182953 0.347578 0.533972 0.278842 0.252975 0.431603 0.249945 0.15869 1.16174 0.881269 1.4898 0.802986 0.741694 0.623431 0.565781 0.53951 0.202727 0.462042 0.66611 0.903169
threshold=33.151194885250007 0.38906020780000011 34.542090938800008 33.96174662340001 0.4019490434500001 0.4355408521000001 0.43672345135000007 0.47727612945000003 0.47778509625000004 0.34530403280000005 0.47577916830000005 38.938637541200009 39.945535567850008 0.34479506600000004 41.395309858300003 0.34524415440000006 40.79983011445001 0.34569324270000007 0.34554354660000003 41.495754733000005 42.852084787850011 0.48041974790000003 0.48015029490000011 39.646013290900008 41.061442884200012 41.872669623500009 0.34575312120000007 0.3459626957000001 0.34632196640000007 0.34692075085000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 -7 10 9 -9 11 -4 -13 -12 -15 -16 -14 18 19 21 25 23 -19 -10 -23 -21 -24 -28 -29 -30
right_child=2 4 7 -5 5 6 -8 8 17 -11 13 12 16 14 15 -17 -18 22 -20 20 -22 24 26 -25 -26 -27 27 28 29 -31
leaf_value=-0.048770165922492011 0.0026977744218460772 0.10242110965426182 -0.029527417001730057 0.048903817398959513 -0.10356117066292801 0.099396410259481552 -0.10067015733185514 0.0010325604255803215 0.031952566215789541 0.035522669928750826 -0.05191910115278206 0.053835357809553321 -0.052373352870126039 -0.048775488482718919 0.026214548168108892 -0.043274911625362067 0.0036374236935888191 0.041965600936777286 -0.058974305390462362 -0.028729269290020461 0.0163562674459607 0.013186578041661788 -0.032921644577776847 -0.02687560475035225 0.067349398763127497 -0.096347425836181014 0.028936910541715224 -0.041892238503346363 0.055179352424028529 -0.00072764698898660797
leaf_weight=0.75541021893695759 0.82056436998459392 0.12922956049442291 3.0394356756696714 0.89403552559519994 0.044880546582135139 0.065930882177781314 0.024759187827271489 4.3081354014575473 2.7596263065934235 3.4464311897754669 1.7361376123371872 2.1441996681387563 0.84500540170119975 1.0888855145312843 2.9635207628598437 1.2798105512483742 13.940695407784004 4.4507048637606195 3.6630317784147328 2.3545055594295246 4.8365580411627889 4.0770970322191715 1.8031772226095188 5.1881600930355489 3.659862719476223 2.365416384767741 5.5725194141268721 3.7686519697308531 2.9779821559786788 97.356579490780746
leaf_count=66 36 2 69 36 18 2 92 22 17 19 14 16 19 10 31 41 307 36 32 15 31 28 11 38 17 39 24 20 15 1777
internal_value=0.000551726 -0.0237135 0.00068824 0.0267908 0.0477671 -0.00433059 0.0447765 0.000439081 0.00109888 0.0163613 -0.00328454 0.00160944 0.00719946 -0.0171109 -0.00577757 0.00525617 0.000436398 0.000281716 -0.0063474 0.00128986 -0.0226482 0.015875 0.00193453 -0.00644932 0.0388076 -0.0626165 0.00033632 0.000883114 -0.000618572 0.000931702
internal_weight=182.361 1.02021 181.341 1.7146 0.2648 0.135571 0.0906901 179.626 152.588 7.75457 27.0377 19.9693 16.9299 7.06835 5.33222 4.24333 14.7857 144.834 28.9043 25.2412 9.55648 15.6847 115.93 7.94779 7.73696 4.71992 111.479 109.676 104.103 100.335
internal_count=2900 180 2720 72 114 112 94 2648 2141 41 507 411 342 96 82 72 326 2100 217 185 85 100 1883 55 45 54 1847 1836 1812 1792
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 0 2 2 0 0 0 0 1 0 0 1 1 0 1 0 0 1 2 2 2 1 2 0
split_gain=0.0473403 0.524154 0.497152 0.264416 0.778776 0.256248 0.253329 0.777217 0.286575 0.558431 0.213605 0.743742 0.794502 0.707782 0.237871 0.394138 0.24875 0.228012 0.220459 0.775772 0.6579 0.614794 0.539097 0.342914 0.664493 0.656616 0.314646 0.305129 0.357472 0.244613
threshold=42.564639561200003 42.654057868200006 42.526729949000007 42.448133449100006 42.487106141350004 42.674081447500008 42.852084787850011 0.47739588635000008 42.898324343550009 42.988308018450006 0.55754318735000019 0.54191491270000014 0.53592706805000012 0.56793209785000009 0.44805544745000009 0.58626987215000004 0.57995269605000022 0.42440346100000009 0.3982365797500001 0.51589772760000019 0.39904493880000008 0.49967066855000003 0.53321756835000012 0.34587287805000005 43.32600771660001 43.061965423550006 44.015822920550008 0.41865513010000005 44.157169339850007 0.52104727400000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -3 7 -7 -8 -10 11 12 18 -12 15 -15 -16 -13 19 21 -20 23 29 25 -25 -11 -26 -22 -29 -21
right_child=1 5 -4 4 -6 6 8 -9 9 10 13 17 -14 14 16 -17 -18 -19 20 22 27 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.0013041584374488052 -0.051438542269228005 0.045965660724571498 0.044281007231462111 -0.091010430167975415 0.019053557367725165 0.034814601660818761 0.040082386787356455 -0.052319443653181454 -0.070714647352051005 0.071151399007735025 -0.11623601145891414 0.024145976742530762 -0.071828241365200413 -0.11135853000167845 0.067160581731500454 0.018474318701618066 -0.0038072286464514108 0.082033497005623457 0.13136121528291467 -0.15252144138970067 0.030938342833179255 0.050520552860850033 0.0032868351933374451 -0.079146544161587895 0.020776388468290163 0.0019484155511821366 -0.030419682974952331 0.034783710360362784 -0.10936780221821436 -0.063646509106420265
leaf_weight=123.17933063048156 2.0616161948055369 1.1842097540938983 2.6655449240206499 1.1783531474356999 1.4146526214608455 1.5318550170995866 1.8169223880786365 3.0858589915806078 1.1025238840484224 1.5080027078220322 0.62121032370487128 1.2873280887797585 1.4545928263978556 0.50601216327049758 0.54484173632226873 0.43467361998045817 5.2826914047018363 1.4433342338597865 0.52495592832565252 0.47651930092979389 1.6656554333749229 2.7762514218920833 0.95368121936917294 1.4283121291082341 2.747133081429638 15.100026120740948 2.1322125327133108 0.3008606684161349 0.40174397381815652 0.88453801441937685
leaf_count=1767 33 11 22 22 22 19 22 47 33 11 30 30 25 32 11 11 226 13 1 19 40 35 7 19 24 219 36 13 53 47
internal_value=0.000505228 -0.00200145 0.00154464 0.000638909 -0.0309634 -1.06658e-05 -0.00109932 -0.0234141 0.00117065 -0.000451754 0.00137208 0.00462659 0.000396821 -0.0140804 -0.00470419 -0.0513652 0.00282786 0.0547433 0.00379677 0.00108192 0.0300768 0.00607754 -0.0543658 0.000693234 -0.0191563 0.00823202 -0.00159565 0.00762577 -0.047641 -0.0947625
internal_weight=181.695 53.2576 128.438 125.772 2.59301 51.1959 50.0117 4.61771 45.394 43.5771 42.4746 35.0851 32.3545 7.38943 6.76822 0.940686 5.82753 2.73066 30.8999 28.0067 2.89322 25.6919 2.31474 22.9157 6.30766 16.608 4.87935 2.36826 0.702605 1.36106
internal_count=2900 1067 1833 1811 44 1034 1023 66 957 935 902 592 549 310 280 43 237 43 524 417 107 344 73 309 79 230 60 106 66 66
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 0 2 1 0 0 0 0 1 2 2 0 2 1 1 1 1 2 0 2 2 1 1 2
split_gain=0.1293 0.402334 0.559508 0.365741 1.05373 0.592145 0.344088 0.430536 1.02588 0.341408 0.286647 0.793593 0.426423 0.474687 0.308593 0.67296 0.918658 0.448332 0.911856 0.408835 0.51933 0.545503 0.304592 0.311269 0.272679 0.263176 0.243604 0.490028 0.51024 0.777938
threshold=0.38906020780000011 0.52266399210000014 0.39024280710000009 0.52428071015000011 0.52646627350000019 39.134693790050008 0.38733870245000007 0.51700547890000015 36.735256530150004 0.39167988980000007 0.48543456785000005 0.48368312325000012 0.48181192180000004 0.48140774230000011 0.34587287805000005 43.124157941850008 42.541806567400009 0.50579323975000012 39.852039223600009 0.36730936200000003 0.36000419150000007 0.34744468730000005 0.35319301815000009 43.812290675100009 0.52468488970000016 40.337496327150006 37.572218886150004 0.39167988980000007 0.39971857130000005 41.468518788800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -3 7 10 -9 -4 11 12 13 -1 -12 16 17 19 -19 20 21 -16 -17 -24 -10 -11 -6 -28 29 -29
right_child=1 3 9 4 26 -7 -8 8 24 25 14 -13 -14 -15 15 22 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=7.3204575680008261e-05 -0.0013537589707894734 -0.00022624704113289443 0.00055191264824744205 -0.0022107023315605192 -0.00045481240362131153 0.0012087787388929559 0.00068808714832730843 0.0011595934470899477 -0.0016085725358174906 -4.6193386026294849e-05 0.00069533918900191872 -0.00083875892201128817 0.00048411559688258152 -0.00098226733764657779 -7.6575282124965999e-05 0.0014285039469895038 -0.00083518158714663432 0.00044869153933655483 -0.0011419026303124309 0.00090514441586591471 -0.00018892179476856925 0.00099442287798661376 -0.00022557413038656472 0.00098349483187032925 -0.00046603732163175176 -0.0020662152856459289 0.0013007549167321647 0.00032290673762728778 0.0001138315355279858 -0.0011882228771437002
leaf_weight=67.030894066348992 1.910185171291231 1.9294053505873296 1.7488535707816484 0.80500979044518217 3.4895327506619642 2.588967358613445 4.0106828622519961 1.0672821979969729 1.669199680676684 0.60582409848575458 5.5064188381656995 3.6053814923507153 9.8258015476167184 1.6792651824653138 3.0914738476276487 2.0298635363578788 3.7224101740866891 3.0445962306112042 2.5431727354880422 4.0958215557038775 6.8303175792098045 4.4753663828596473 1.4320559818297627 1.9111687855329362 1.547796241531614 0.41978917686355999 1.2346507860347617 2.3332620083820066 49.302805357894613 2.9859871800290421
leaf_count=824 16 17 12 53 308 30 24 10 31 18 30 24 47 12 17 9 30 22 34 35 47 35 12 32 26 55 9 33 958 90
internal_value=8.60761e-05 1.77894e-05 -0.000537089 5.79847e-05 1.75704e-05 0.000596004 0.000122755 0.000104632 -0.00050621 2.51776e-05 0.000126292 6.07521e-05 0.000102046 4.7409e-05 0.000265463 0.000194114 7.13491e-05 0.000211481 -0.000275239 0.000358546 0.000203046 0.000556861 0.000829366 0.000465595 -0.00105886 -0.000873 4.77961e-05 7.91955e-05 5.1584e-05 -0.000525373
internal_weight=198.473 69.3543 4.68465 64.6696 60.1512 4.51837 129.119 125.108 4.28428 2.77447 120.824 82.1413 78.536 68.7102 38.6827 33.1762 27.8032 24.0807 5.58777 18.493 14.3972 7.56684 5.37309 3.34322 3.217 1.02561 59.3462 55.8567 54.6221 5.31925
internal_count=2900 1599 101 1498 1451 47 1301 1277 67 85 1210 907 883 836 303 273 220 190 56 134 99 52 53 44 57 73 1398 1090 1081 123
is_linear=0
shrinkage=0.00196078


Tree=987
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 1 2 2 2 1 0 0 2 1 1 2 0 1 1 0 1 2 2 2 2 2 1 0 2 2
split_gain=0.0513833 0.171828 0.31909 0.199921 0.212763 0.107314 0.0969817 0.0893968 0.152538 0.0652109 0.0431009 0.172244 0.216261 0.159989 0.312593 0.340867 0.596591 0.465428 0.411216 0.24933 0.611419 0.174631 0.390658 0.50471 0.283794 0.15565 0.411986 0.14777 0.48499 0.723595
threshold=33.151194885250007 0.31100865245000009 0.51700547890000015 0.38185982460000006 0.53136133645000017 0.4355408521000001 34.542090938800008 33.680680957850008 34.176526048000007 0.43672345135000007 0.47727612945000003 0.47778509625000004 41.811877919650009 0.3447651268000001 0.34500464060000008 42.718072821900002 0.4755546241000001 0.34512439750000007 0.34536391125000004 0.47577916830000005 0.3447052483500001 38.938637541200009 39.530201452500002 40.742467179200005 41.395309858300003 43.022303514600004 0.34193587020000005 0.47886290830000006 40.532725462000009 43.45354240915001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -2 -9 -7 13 12 -12 19 -15 17 -17 -16 -19 20 21 -8 -23 -24 -25 -26 -27 28 -13 -30
right_child=6 2 3 4 5 9 10 8 -10 -11 11 27 -14 14 15 16 -18 18 -20 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=0.10363875847037207 0.062311526362715676 -0.10770937269118241 -0.1196165438660954 0.10188067933720509 -0.10908453274527985 0.098555483420497247 -0.022220829840161768 -0.026585689024617661 0.043517488290870585 -0.10060911384884137 0.031288317815694515 0.004081119169356372 -0.0023267518025381624 -0.053802179831430819 0.060931018083287908 -0.00087348752652388259 -0.11538398456792071 -0.063234294128626661 0.011735649300905029 -0.036231976727929174 0.069586200221438327 0.057302805110453693 -0.072871363491261276 0.056438486712511018 -0.025025867989332085 -0.0028412693542646372 0.065617912560588368 0.00097207112064626579 -0.11292646751077683 0.012151648373615976
leaf_weight=0.097852744162081673 0.45573858320903937 0.36592409841978224 0.092630394734442234 0.25174717605113983 0.10065409403432568 0.060526810470037162 2.9045690922066649 0.58590760965216737 0.66005260414385702 0.022570084223502818 4.1167776584625235 4.131462723016738 3.5765889249742031 1.6397706508505487 1.2769898905535226 1.341263483027433 0.68853257338923857 1.0163431549153759 2.6117898147640517 1.5607177534002392 1.3696596175432212 1.2816894119605411 0.89822340448154037 0.98125446040648867 1.9751955323299606 6.3993969665280019 1.0190431475639341 137.86431145924973 1.0393847584491593 0.83336873352527607
leaf_count=1 24 61 2 5 17 2 52 24 24 92 18 26 23 30 8 34 42 18 54 12 6 9 12 14 73 138 5 2025 43 6
internal_value=0.000528989 -0.0221688 -0.0359383 0.0137897 0.0421652 -0.0396477 0.000653909 0.0244137 0.0105518 0.0444601 0.000427432 0.00108281 0.0156609 -0.00325633 -0.0145368 -0.00525249 -0.0397169 0.00900928 -0.00926556 0.0020035 0.00554944 -0.000124047 0.00498807 -0.00095982 0.00526604 -7.94058e-05 0.00656271 0.000303247 -0.0150538 -0.0572671
internal_weight=181.22 0.991905 0.894053 0.528129 0.435498 0.183751 180.228 1.7017 1.24596 0.0830969 178.526 151.562 7.69337 26.9644 8.57469 6.93492 2.0298 4.90512 3.62813 18.3897 16.829 15.4594 12.5548 11.2731 10.3749 9.39364 7.41844 143.869 6.00422 1.87275
internal_count=2900 180 179 118 116 111 2720 72 48 94 2648 2141 41 507 186 156 76 80 72 321 309 303 251 242 230 216 143 2100 75 49
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 0 1 0 0 0 0 2 0 2 2 0 2 0 0 1 1 1 0 0 2 1 0 1 1 1
split_gain=0.0402818 0.363143 0.690272 0.333032 0.594011 0.300614 0.15937 0.171849 0.230583 0.253276 0.230343 0.118232 1.19519 0.0700351 0.266628 0.125636 0.0685527 0.0533608 0.408827 0.358149 0.24647 0.696823 0.230798 0.161147 0.22473 0.637319 0.260683 0.137084 0.116324 0.142785
threshold=35.97706729810001 0.49850303880000008 0.36597706655000006 0.34392682850000006 35.337501601400007 0.50482021495000018 0.38733870245000007 0.51700547890000015 0.52215502530000013 0.53781323915000012 0.54384599265000022 36.372781240150012 0.50749977545000013 35.131296350900008 33.151194885250007 0.42646926740000007 33.151194885250007 0.42646926740000007 0.3972336157500001 0.31148768000000004 0.32600820335000008 0.34193587020000005 0.4588185982500001 0.39672464895000009 48.461603274950008 0.31123319660000009 0.37331217625000007 0.34392682850000006 0.34427112960000006 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 13 -5 -4 -7 -8 -9 -10 -11 12 -2 14 15 -1 -12 18 23 -20 -19 22 -22 24 25 26 -13 -23 -29 -30
right_child=11 2 5 4 -6 6 7 8 9 10 16 17 -14 -15 -16 -17 -18 20 19 -21 21 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.031414092412096646 -0.1343859723589553 0.097492182330595617 -0.10976767447628495 -0.10591060483122015 0.022931098459711471 0.042292778704802983 -0.11433835705167211 0.10251337537706684 -0.10602868275958764 0.047113582240038067 -0.002834274875296923 0.018220588811110952 0.041195482603103406 -0.0052523193629095619 0.093244663362410302 -0.10492059397792688 -0.10381406161758866 0.031631484285752784 -0.15345207693371507 -0.02686344673051419 -0.032613275934035249 0.02004148970791414 -0.12580787312152505 0.031972589973893926 -0.022777625998626948 0.11834033670233735 -0.11488848113484124 -0.027301624939910049 0.018328717460826559 0.00014339886774604696
leaf_weight=0.13671792292734541 0.63135175436764157 1.0485398732125761 0.22201525123091448 0.85170955951843985 0.61710002127801999 1.0039890049956741 0.14151197765022505 0.19297782704234112 0.24306821393838596 0.5576164098456502 0.11119196253275732 0.3567066760733717 1.0045030469700575 0.6900539961643517 0.38974369317293167 0.13368719816207886 0.17003580545690511 2.5504481764510265 0.32113740138447588 0.73508913227851735 0.51852131984196492 3.6317481379955998 0.54508574996361858 1.3940710723400114 2.7714129639789462 0.47088065079879016 0.25041687928205647 1.5023612827062596 4.4430001508444539 152.96726414179011
leaf_count=34 11 11 6 38 8 15 5 3 17 8 109 11 37 8 9 6 71 29 27 38 16 23 31 7 20 3 91 12 21 2175
internal_value=0.000476828 0.00819996 0.0288409 -0.0188253 -0.0517795 0.00159922 0.0118146 -0.0097893 0.00181557 -0.0161456 0.0098994 0.000188034 -0.0265695 0.0170237 0.0403089 -0.0359892 -0.0638886 0.000441843 -0.00859195 -0.0653517 0.000784349 0.00030348 -0.0803744 0.00284151 -0.00770835 0.0310329 -0.0366822 0.000831395 0.000392372 0.000656691
internal_weight=180.604 6.50996 3.69095 2.81901 1.46881 2.64241 2.42039 1.4164 1.27489 1.08191 0.838844 174.094 1.63585 1.3502 0.660149 0.270405 0.281228 172.458 6.29971 1.05623 166.158 163.608 1.06361 5.24349 3.84942 1.078 0.607124 162.544 158.913 157.41
internal_count=2900 348 245 103 46 234 228 213 208 205 188 2552 48 57 49 40 180 2504 197 65 2307 2278 47 132 125 105 102 2231 2208 2196
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 1 2 1 1 0 1 0 1 1 1 2 2 0 0 2 2 2 1 0 1 2 2 0 0 1
split_gain=0.0516171 0.154122 0.256879 0.175978 0.189964 0.0980791 0.0863983 0.0838173 0.0585183 0.0367349 0.157362 0.139534 0.219435 0.132314 0.929825 0.748309 1.17345 0.660349 0.629453 0.493602 0.467139 0.388248 0.182463 1.49587 0.37545 0.799528 0.759511 0.404365 0.172222 0.386261
threshold=33.151194885250007 0.31100865245000009 0.51700547890000015 0.38185982460000006 0.53136133645000017 0.4355408521000001 34.542090938800008 0.38780276035000005 0.43672345135000007 0.47727612945000003 0.35814795965000007 0.47778509625000004 0.34530403280000005 0.34569324270000007 0.34554354660000003 41.495754733000005 42.852084787850011 0.48041974790000003 0.48015029490000011 41.061442884200012 41.872669623500009 39.749124837650008 0.35585760905000008 0.48543456785000005 0.34632196640000007 41.811877919650009 41.872669623500009 0.49128768600000011 0.48851830785000006 0.36106703390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -2 -7 10 -8 12 -11 14 15 17 20 21 -15 -19 -17 -13 24 -24 26 -26 -20 -27 -25 -30
right_child=6 2 3 4 5 8 9 -9 -10 11 -12 13 -14 18 -16 16 -18 19 22 -21 -22 -23 23 28 25 27 -28 -29 29 -31
leaf_value=0.10317907034497652 0.041285285468522739 -0.10655148944095361 -0.11818423162380708 0.1015704379945617 -0.10860753649354765 0.097639335885080475 -0.0014322149659833729 -0.0064070353091017955 -0.10054957753554468 -0.0010181469550216615 -0.038838503834647285 0.024253129591566138 0.033168608944796348 0.039007847098347315 -0.053054129899409878 -0.025710684524113903 0.013766612245955726 0.011876619256232387 -0.035397355812392541 0.063117831447045677 -0.089225224146189497 -0.02217824404123879 -0.12625696070583775 0.041646008304739447 0.066964585777611871 0.032556192039600577 0.017692853759664607 -0.013379300210122964 -0.046315608019142078 0.0001328387966681598
leaf_weight=0.086254440248011544 1.0041301202218154 0.32107146340831605 0.08784956019371748 0.21323758363723755 0.093787740828702226 0.055415344308130443 25.309036642443974 0.58213279777532978 0.020376233233150742 4.2342801019549361 1.1769325539207773 2.7936282679438644 3.3733197078108788 4.3631512252613893 3.6409464536700389 2.3500542026013118 4.7391572798369452 4.0398668013513088 4.6255679242312926 3.5161045528948307 2.2828327542520128 5.0677740331739187 0.95428610849194129 0.96449755181674746 2.8694893168285471 3.2377730011940002 6.4552188664674759 4.6955121830105782 1.8288223630515847 85.106274637605452
leaf_count=1 27 61 2 5 17 2 461 45 92 22 46 18 19 36 32 15 31 28 26 17 39 37 17 15 28 15 29 31 21 1665
internal_value=0.000429916 -0.0237575 -0.0375864 0.00945902 0.0387508 -0.0402417 0.000548416 0.023783 0.0443571 0.000340921 -0.0030944 0.000942938 0.0141408 0.000243411 -0.0058657 0.0010651 -0.021219 0.0146114 0.00175239 0.0357213 -0.0570072 -0.00567839 0.000284493 -0.00172998 0.00846386 0.0217297 -0.00446914 0.00536813 -0.000378046 -0.00084428
internal_weight=180.089 0.877992 0.791738 0.470666 0.382817 0.169579 179.211 1.58626 0.0757916 177.625 26.486 151.139 7.6076 143.531 28.4304 24.7894 9.37204 15.4174 115.101 7.55597 4.63289 7.8614 110.737 88.8539 21.8836 10.8028 11.0808 7.93329 87.8996 86.9351
internal_count=2900 180 179 118 116 111 2720 72 94 2648 507 2141 41 2100 217 185 85 100 1883 45 54 55 1847 1718 129 74 55 46 1701 1686
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 1 0 2 2 2 2 1 0 0 0 0 2 0 2 0 1 2 2 0 1 0 0 2 2 1
split_gain=0.211944 0.170932 0.24556 0.160026 0.192979 0.185969 0.286312 0.275239 0.11627 0.462046 0.342494 0.562875 2.26193 1.03082 1.93139 0.907752 0.64832 0.523049 0.399518 0.899469 0.887475 0.455432 0.385021 0.376864 3.11161 0.560756 1.08124 0.496715 0.318585 0.31281
threshold=0.50064369330000014 50.666627092000006 50.448116877400004 0.50525433370000017 0.59210802070000013 0.57987784795000008 0.64899254515000016 45.027406014450008 42.564639561200003 42.541806567400009 43.19689381845 0.34744468730000005 0.50356276755000018 0.47997065955000012 0.47715637260000004 0.52511900840000014 42.654057868200006 0.47670728420000003 43.542456167850005 0.48119816770000007 0.35814795965000007 43.740100730350001 43.902382686800003 0.48015029490000011 0.3465914194000001 0.5089817670000002 0.52366695610000014 44.157169339850007 42.871500973550006 0.47106374065000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 7 -5 9 -1 11 13 -13 14 17 -14 -17 -10 19 -12 -21 -20 -23 27 -25 -26 -27 -24 -18 -28
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 18 12 15 -15 -16 16 28 -19 21 20 -22 22 23 24 25 26 29 -29 -30 -31
leaf_value=0.00012313407525213306 -0.0021392568784500202 -0.002055320247676704 0.0015767277525349933 -0.0019866855917372982 -0.0023503091062368501 0.0012129742166806872 -0.002121437947248533 0.0017974517261768672 -0.00035729856871884945 0.001129626867704588 -0.00049509584009949439 -0.0028273345079126689 0.0010321686053846057 0.00059911799044995516 -0.002439730517136203 0.00027360664182945685 -0.0024899545477821182 0.0015352664263066501 -0.00074196306881022802 0.0019934800748757833 0.00023829232481953523 0.0007121048369499195 0.0012761411327882482 -0.0038928951576987698 0.0010931733116660929 -0.0025082753204377544 -0.00015347406241078426 0.00013105008730303179 -0.00080058603339425844 0.00054989352815173196
leaf_weight=138.5450426022494 0.22836294562239245 0.25582779207616102 0.22330417297780503 0.10910008124574211 0.15629207762731312 0.32086499390425161 0.27359518629418744 0.22903446480631828 1.3760463423641365 1.7760505937039841 2.0694245403210507 1.4356721391013696 1.9010386839072451 5.9860720485448837 1.4988296390511093 1.5265864501707258 0.70634093089029182 0.94838402734603722 2.625318615762807 2.1050585433840752 2.3373416811227798 3.5944885220960741 1.6918739612738161 0.81794399645877902 1.7040134201379249 0.68091043910680937 9.4250630868846184 10.465241934136428 1.0937411034828981 3.2758681056438936
leaf_count=1608 30 34 4 96 68 7 118 3 54 10 40 24 17 30 31 15 22 9 41 9 33 32 20 10 46 51 220 124 31 63
internal_value=9.9392e-05 -0.000571072 -0.000324594 -0.000646912 -0.000333936 3.98521e-06 -0.000630155 0.000576489 0.000105488 0.000135873 3.10315e-05 -0.000207595 -0.000647365 9.11363e-05 -0.00070421 -4.86856e-05 -0.000666344 0.000414881 0.000127393 0.00057262 0.00107 4.28194e-05 0.000107905 3.05093e-05 -0.000168163 3.37897e-05 -0.00010111 0.000290409 -0.00146348 2.79409e-05
internal_weight=199.383 1.79638 1.54055 1.31725 1.08889 0.932595 0.61173 0.338135 197.586 140.321 57.2653 16.4727 6.66338 9.80933 3.82326 5.22771 3.32667 2.32443 40.7925 6.51182 4.4424 34.2807 31.6554 28.0609 15.9038 15.0859 13.3818 12.1571 1.80008 12.7009
internal_count=2900 360 326 322 292 224 217 99 2540 1618 922 233 109 124 94 85 68 63 689 82 42 607 566 534 390 380 334 144 53 283
is_linear=0
shrinkage=0.00196078


Tree=991
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 2 2 1 0 1 2 0 0 0 1 2 0 1 1 2 0 2 2 0 1 1 0 0
split_gain=0.156641 0.448488 0.411423 0.30914 0.371792 0.522889 0.775495 0.303217 0.371021 0.381436 0.538323 0.285023 1.11423 0.847643 0.627244 0.306195 1.10015 0.537161 0.303105 0.469201 1.13533 1.13291 0.897598 0.512907 0.468783 0.530307 1.19564 0.522892 0.262782 0.823072
threshold=42.564639561200003 42.654057868200006 42.541806567400009 0.57600071855000012 42.508878681700004 42.428475018400007 42.406961525800007 41.811877919650009 41.792045663550006 0.44578006650000007 0.62143349005000015 0.38398550940000004 42.871500973550006 0.52290350590000012 0.49967066855000003 0.51017933595000009 0.37982395740000008 43.147345722250009 0.49128768600000011 0.34581299960000006 0.34560342505000002 42.929886289700008 0.47886290830000006 44.758188263300006 42.852084787850011 0.47997065955000012 0.34494476210000008 0.34479506600000004 0.55754318735000019 0.54191491270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 9 -5 -11 14 -13 -14 18 -16 17 -17 19 20 24 -21 23 -23 -3 26 27 -26 29 -15
right_child=1 11 -4 4 -6 -7 -8 -9 -10 10 -12 12 13 28 15 16 -18 -19 -20 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00013197453309317036 -0.00084388009417987644 -0.00083566361656868819 0.0010657710767199039 0.0011847436447847072 0.0021082116073214783 -0.0030583701801148479 0.002298893674008505 -0.0021941707645549927 0.0021163786074043086 -0.0021553041500001146 0.00031692825394249183 -0.002498300211014986 -0.0024323878797425252 -0.00017832711310780211 0.0012107252116810676 0.00045314379885989629 0.0014810816520100362 -0.002299275276190756 -0.00057489158264434196 0.0016111565870037565 -0.0014058927868656357 -0.0015736286645941348 0.00068324243050211445 0.00012043089604230329 3.7039444486140306e-05 0.00075039451886964521 -0.0016779406949842452 0.0013497551612604831 -0.00022972016095907874 0.0010485939628028845
leaf_weight=140.13907398313677 2.2761119666392906 1.8569641925241871 1.7830274842563074 0.32664626796759044 0.20072423644160142 0.31058054976165284 0.36233764886856068 0.46823572849098116 0.19674381613731373 0.84674000643826708 0.56430720807929902 0.74686724139974359 0.55897124265539133 6.0492682110052574 2.8250000616535536 0.46468239836394809 1.3131328055169431 0.65950210217852145 2.8059369614347807 2.4461635443149117 2.1683142592664799 1.5021070637085361 3.6339782550930977 1.2664798293262718 8.3412819176955946 4.7982977140927678 1.4683754357392889 1.3563202265650023 8.4705153468621557 3.2217156912956852
leaf_count=1409 33 29 11 23 3 8 1 39 1 162 176 29 53 133 24 4 12 36 22 12 24 35 22 11 158 22 34 10 319 45
internal_value=9.52367e-05 9.31873e-06 0.000129693 0.000118055 -0.000477327 -0.000646069 -0.000375107 -0.000778362 -0.000435662 -0.000724607 -0.00116661 4.40255e-05 -0.000150775 -5.49691e-05 0.000144561 0.000771399 0.000262193 -0.00116156 4.03204e-05 0.00010018 -6.6224e-05 0.000476092 4.24287e-05 -0.000798687 9.67738e-05 0.000205235 -2.90338e-05 0.000220638 1.99349e-05 0.000248034
internal_weight=203.428 58.23 145.198 143.415 3.27632 3.07559 2.76501 2.40267 1.93444 1.73769 1.41105 55.9539 19.0473 18.3005 36.9065 5.26232 2.43732 1.12418 31.6442 28.8383 19.9896 8.84873 6.40257 2.76859 17.8212 15.9643 11.166 9.6976 17.7415 9.27098
internal_count=2900 1067 1833 1822 413 410 402 401 362 361 338 1034 579 550 455 76 52 40 379 357 277 80 68 46 253 224 202 168 497 178
is_linear=0
shrinkage=0.00196078


Tree=992
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 1 2 1 2 2 2 0 0 0 1 2 1 2 1 0 0 0 0 2 0 0 0 2 0
split_gain=0.112791 0.891467 0.352496 0.3327 0.293348 0.415295 1.16017 0.790834 0.606891 0.401715 0.843807 0.794299 0.954783 0.867514 0.613556 0.496571 0.625846 1.30066 0.692795 1.16453 0.525858 0.525768 1.17803 0.861852 0.489819 0.568177 0.901022 0.700697 0.484567 0.367128
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 40.337496327150006 37.186372654950006 0.39584144190000009 0.39971857130000005 43.633733172900008 0.4019490434500001 41.840895355800008 41.322103772800006 42.599563320500003 0.57357564145000006 0.58388970390000006 0.53225951315000009 0.41753240920000007 40.823855932350007 0.42440346100000009 40.036761086100007 0.42829556000000008 0.56859076075000015 0.54191491270000014 0.54422023290000021 0.54511840960000013 42.871500973550006 0.53839705400000015 0.55754318735000019 0.57811143375000007 41.558544840500012 0.55754318735000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 -7 -8 10 15 12 -11 -14 -13 -10 18 -18 21 -20 -19 -17 -23 -24 -16 -26 -27 -28 -12 -25
right_child=1 2 4 -5 5 6 8 -9 9 11 28 14 13 -15 24 16 17 20 19 -21 -22 22 23 29 25 26 27 -29 -30 -31
leaf_value=0.00012026601812674361 -0.0021388227293303343 -5.6801221530799131e-05 -0.00056101630608939527 -0.0021057796411538838 0.00081841632595067528 -0.0021935706332140694 0.0013433235338366494 -0.0001685628961788189 -0.00097555017287829875 0.0011926849387287777 -0.0021428548171292679 0.0012252660500357546 -0.0026984450993170514 0.00051177791771825983 -0.0011960684156816304 0.0010489630569375625 0.0018195547882171664 -0.0007447729029032412 -0.0018731043045650702 2.8483379011220152e-05 0.00075780793796287771 -0.0019245630629652303 0.0018401842011012384 -0.00055765600819514824 -0.0013921962020796094 0.0010936461782951794 -0.0016028496434228937 5.2831931411584208e-05 -0.00046961774421158887 0.00030860780370957493
leaf_weight=136.93750076384185 0.72693474123661772 0.66527513989421894 2.7385113198206446 0.5621002548141405 2.9040181019809088 1.4169978688005351 1.5270435968413938 1.555303342582192 1.700806844222831 5.6363891018554595 1.03526706667435 1.493645272192224 0.49560724571347214 0.93274815731638228 1.4024725694353026 2.2517175711691442 2.3194873705506316 1.9707741439342501 1.9228123379871238 3.4772969729128818 1.64118855644665 1.0904318653047074 1.1231124997138966 2.8681752512929943 0.99446320539573108 2.9043524405205963 1.1408153435331749 7.0920515791458456 1.8626608604790815 5.4646987448281834
leaf_count=1373 56 19 278 56 30 57 14 27 24 45 19 48 9 47 29 11 10 13 17 68 38 8 5 47 18 32 46 256 37 163
internal_value=8.86917e-05 1.99711e-05 4.5205e-05 -0.00099517 6.6151e-05 9.56491e-05 5.77077e-05 -0.00113395 0.00012537 8.87733e-05 -6.41009e-05 0.000287566 0.000829814 -0.000602097 3.26486e-05 4.84561e-05 0.000120634 0.000673758 -5.96482e-05 -0.000648613 -6.20365e-05 0.000188863 5.22666e-06 0.000227763 -9.897e-05 2.78591e-05 0.000154658 -0.000176593 -0.00106737 1.04398e-05
internal_weight=199.855 62.9172 62.1902 1.22738 60.9628 58.2243 55.3203 2.9723 52.348 50.821 28.7284 22.0925 7.06474 1.42836 15.0278 25.8305 24.1297 5.93145 18.1982 5.40011 3.61196 12.7981 10.5464 9.45599 13.5342 12.1317 11.1372 8.23287 2.89793 8.33287
internal_count=2900 1527 1471 75 1396 1118 1088 84 1004 990 460 530 101 56 429 404 380 61 319 85 51 234 223 215 381 352 334 302 56 210
is_linear=0
shrinkage=0.00196078


Tree=993
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 0 2 1 2 2 1 1 2 0 1 0 0 2 2 2 2 2 1 0 0 1 2 2
split_gain=0.0410104 0.424584 0.407889 0.291501 0.538059 0.459041 0.34441 0.290541 0.273291 0.672935 0.426023 0.290838 0.750368 0.255568 0.248901 0.240174 0.235973 0.456669 0.404694 0.430549 0.278566 0.367011 0.228199 0.226033 1.36539 1.3696 1.55428 1.26025 0.67607 0.576037
threshold=42.564639561200003 42.487106141350004 42.654057868200006 0.57944372925000021 0.58388970390000006 0.58626987215000004 0.47536001915000009 0.4901499955000001 42.297164883650005 0.39513787010000007 42.428475018400007 42.027086531450003 0.34500464060000008 0.47976108500000009 37.272044000450002 0.4942366995000001 0.32272985840000007 0.43563066975000003 0.46928235680000008 39.56957118270001 37.186372654950006 35.131296350900008 42.674081447500008 43.19689381845 0.34632196640000007 0.50356276755000018 0.51818807820000012 0.34581299960000006 42.852084787850011 43.245737185650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 -5 -6 -7 -3 11 10 -10 16 -13 -8 -15 -14 17 -1 19 20 21 -18 -4 24 27 -26 -27 28 -24 -25
right_child=2 7 22 4 5 6 13 -9 9 -11 -12 12 15 14 -16 -17 18 -19 -20 -21 -22 -23 23 29 25 26 -28 -29 -30 -31
leaf_value=0.00063879560566555173 -0.045100561367361118 0.0058100613519565351 0.043692558898391937 -0.14355188966831864 0.089159958501294809 -0.1079581269509429 0.068181204015734409 0.059689411211304333 -0.078634606917757241 0.031829921607252842 -0.0067398112578156803 -0.043096460048972704 0.05286775111132791 0.035072027877168968 -0.1056397075703167 0.010985433441846014 0.00020767599096270509 0.08842374889692689 0.0011278255300792661 -0.11343478537535133 0.014295861527073043 -0.13110862411962215 -0.062752795781877466 0.076629546554167094 -0.13298463785504833 0.084475198781205185 -0.073923533067481353 0.065357839035495705 0.013008784336869706 0.00075962218966966599
leaf_weight=1.7490842604565835 2.0813838296962777 1.9379776984496846 1.1714221056845406 0.38403941576518663 0.35202248723862783 0.47044228848608305 0.3259219259780366 2.0696890699036885 1.8881419769750203 1.5850321892648933 1.4627143772086126 1.4445379430617311 3.6967627886915579 0.2207196586163036 0.29203445360462865 2.1746144411154091 0.4615064154288574 0.89625631272792805 104.24856369217287 0.59395600939751592 1.2007530325863625 0.39499634002277162 2.029922819190686 1.0289487154223014 1.5621963312514706 0.98700326588004861 1.6636266556843109 2.8160471771261655 2.8060896231327206 36.472205941148786
leaf_count=67 33 23 11 36 7 74 7 21 27 16 22 24 25 106 153 34 60 6 1047 38 23 17 31 11 27 9 71 14 57 803
internal_value=0.000633335 0.00160043 -0.00171644 0.000563748 -0.0368764 -0.0122141 -0.0394736 0.0336351 0.00119243 -0.0218563 -0.0472511 0.00216595 0.0214702 -0.00105833 -0.0450691 0.0373556 0.000876724 0.0303808 0.000146615 -0.0384357 -0.0167824 -0.0603519 7.03372e-05 -0.000964788 -0.0129947 -0.058714 -0.0149413 0.012176 -0.0187922 0.00284133
internal_weight=180.469 127.85 52.6188 123.842 2.04518 1.66114 1.30912 4.00767 121.797 4.93589 3.35086 116.861 7.31592 0.838676 0.512754 5.87138 109.545 2.64534 106.9 2.65121 2.05726 0.856503 50.5375 49.366 11.8649 4.21283 2.65063 7.65206 4.83601 37.5012
internal_count=2900 1833 1067 1789 383 347 340 44 1406 65 49 1341 83 266 259 59 1258 73 1185 138 100 77 1034 1023 209 107 80 102 88 814
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 2 2 1 0 2 1 0 0 0 1 2 0 2 2 0 1 2 1 0 2 2 1 1 0
split_gain=0.15424 0.238972 0.215006 0.127343 0.092366 1.07793 0.791161 0.464876 0.396753 0.895694 0.933547 0.413774 0.569794 0.681337 1.32119 0.48131 0.304863 0.472141 1.00719 1.14887 0.81856 0.79916 1.69087 1.0727 2.1129 0.437383 0.871285 0.769757 0.90575 0.341362
threshold=0.62406814170000013 0.47777012665000013 0.68186581240000022 0.57987784795000008 41.24714903835001 41.134354310300004 41.028010303750008 41.348489042950007 0.39078171310000004 0.52772372085000019 39.945535567850008 0.39584144190000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 0.3982365797500001 40.922041107600009 0.48181192180000004 40.580626202750004 40.380906245900007 0.48320409570000006 0.34524415440000006 39.468990633150007 0.34479506600000004 0.47796473160000008 38.771633980050005 37.797539186950011 0.37982395740000008 0.35877668335000007 0.46928235680000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 8 -6 16 10 -10 -11 15 -14 -15 -13 17 18 19 21 -19 23 -23 24 29 26 -22 28 -27 -1
right_child=1 2 -4 -5 7 -7 -8 -9 9 11 -12 12 13 14 -16 -17 -18 20 -20 -21 25 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00017735382309690877 -0.0022275613474932072 -0.00022933318589367135 -0.0020365885529363211 0.00097451404870038184 -0.00052675811764369741 0.0010601049718471016 -0.00085402700765266934 8.1231049393349107e-05 -0.0024882806937055928 0.00081267291461983914 0.0005932037830560737 -1.3357309288386612e-05 0.000665690072203014 -0.0020611314514810799 -5.3712705452653389e-06 -0.002221142525177766 0.0009293134320763083 0.0014465091247725175 -0.001211725240470107 0.0013036043595296245 0.00024387570193241663 0.00053216343026788804 -0.0021409228193328823 0.0011047357490692503 -0.0022583850210490565 0.00061066715856413064 -0.00091809030309723328 0.00088170049211720226 -0.00076266352649702698 0.0006311120923044439
leaf_weight=4.0339166389822001 0.24323884626210146 1.9425973296947638 0.2225001323613468 0.40894278926134564 5.0794605170685818 4.619794654659926 3.294384437846019 100.5020727747069 1.1164627443504311 2.3520983699709204 0.57145681953988958 0.70190938189625984 5.0919001777656403 1.2848923550918723 18.616671628921267 0.82685914071043953 2.2337708971463135 2.365213230252265 2.4797003697603932 2.6936900088330722 13.053535266313704 1.7138201691295756 1.9392852931050581 3.3615427827135127 1.5754712894558895 4.3141498267650631 3.0632567275315514 8.5751968175172788 3.227793987840414 3.9980115052312613
leaf_count=105 23 159 129 16 40 31 30 1363 53 16 11 19 36 12 409 24 13 13 22 17 102 44 23 25 12 32 26 38 37 20
internal_value=8.579e-05 -0.000369843 -0.000194295 -1.99791e-05 9.21232e-05 0.000135769 8.95972e-05 5.19811e-05 0.000124451 -5.66792e-05 -0.00144502 2.44798e-05 -4.54203e-05 2.56587e-05 -0.000138096 -0.00120747 0.000218873 0.000190732 -3.53137e-05 0.000115711 0.000333128 -7.67937e-05 -0.000886869 0.000151389 -0.000182178 0.000251432 2.30253e-05 0.000479834 2.29104e-05 0.000225072
internal_weight=205.504 2.81728 2.57404 2.35154 202.686 97.1048 92.485 105.582 89.1906 30.5623 1.68792 28.8743 26.5222 24.9935 19.9016 1.52877 58.6284 56.3946 21.7954 19.3157 34.5991 16.622 3.65311 12.9689 9.6074 32.2339 16.1168 16.1171 7.54194 8.03193
internal_count=2900 327 304 175 2573 1170 1139 1403 1109 580 64 516 500 457 421 43 529 516 268 246 248 229 67 162 137 235 128 107 69 125
is_linear=0
shrinkage=0.00196078


Tree=995
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 0 2 1 0 0 0 2 1 2 0 0 2 2 1 0 0 2 2 2 2 2 2 2 0
split_gain=0.0404959 0.609357 0.353094 0.327522 0.314267 0.194292 0.729851 0.77219 0.313201 0.55855 0.517576 0.960469 0.27692 0.370543 0.362902 1.14927 0.638746 0.301114 1.31773 0.324084 0.278751 0.274122 0.290606 0.273417 0.450573 0.394397 0.639017 0.386294 0.634626 0.479633
threshold=41.24714903835001 41.134354310300004 41.028010303750008 41.348489042950007 0.48181192180000004 0.39078171310000004 0.52772372085000019 40.036761086100007 0.39584144190000009 0.53592706805000012 0.54191491270000014 0.54317236010000014 37.572218886150004 0.46208197360000008 40.036761086100007 0.55671985870000007 0.54511840960000013 39.468990633150007 39.995120105550008 0.43590012275000006 0.57507260265000015 0.56167480015000015 39.211875820650008 40.922041107600009 40.742467179200005 40.337496327150006 40.21994457600001 39.788107623550012 39.420767558750008 0.48181192180000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 23 7 -7 -8 -10 -11 -12 13 -13 16 -16 -14 19 -19 -18 -17 -21 -23 24 25 26 27 28 -1 -29
right_child=3 -3 -4 -5 -6 6 8 -9 9 10 11 12 14 -15 15 20 17 18 -20 21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0077728478560647645 -0.059346278078202287 0.041176554692386819 -0.03268859973276745 0.00056911451995892868 -0.0063304139760658662 -0.1256579388085611 0.036143392269317329 0.034550668647698402 -0.069814409158897181 0.029209654934553991 -0.095610617704161141 -0.094741683668563142 0.075298464353107164 0.021548901356770251 -0.075603169368643586 -0.0013687124866043694 -0.025055840848066935 -0.13236176455551896 0.055807667841086553 0.063263033926547654 0.060441132580165084 -0.0092619469023532339 0.069050719587914783 0.041093861531563552 -0.040128580233347567 0.029536038077874461 -0.046850406466626332 -0.0070635260660903551 -0.027687042097078025 0.050450752231901798
leaf_weight=27.156167797878879 1.7965947978664178 3.8352220371307331 3.1043864422481411 90.291069349048939 2.9607422505732757 0.9630267060019857 2.0388844655826714 0.43753993150312454 1.247606868098958 4.4797276880126473 1.1911117844283605 0.70489100496615609 1.4309522397816161 0.44823282668050979 2.159415728878229 2.3981988140731123 1.6338062710128722 0.74140080650977302 0.74725207313895226 1.4129875078797338 1.0486758768010984 2.0547473043807263 0.61587796913954651 2.0393186672590664 2.2368880830472326 6.1036330729257307 2.4854539112420744 2.3466413943970101 6.1992770803626618 3.7946238936856389
leaf_count=326 16 33 34 1529 28 54 16 10 43 36 12 105 8 156 21 28 38 35 6 9 57 84 13 13 18 53 21 23 48 27
internal_value=0.000640161 0.00222529 0.000386017 -0.000778319 -0.0263517 0.00170042 -0.00541072 -0.0756084 -0.0013737 -0.0048016 -0.000951528 -0.00909703 -0.00240409 -0.0495382 0.00141183 -0.0184004 0.0142719 0.00215355 -0.0379072 0.0125842 0.0174363 0.0276436 0.00879789 0.00519805 0.00374337 0.00578424 0.00233105 0.00542595 0.00118245 0.0284739
internal_weight=180.104 85.0559 81.2207 95.0484 4.75734 78.1163 25.7543 1.40057 24.3538 22.3149 21.0673 16.5876 15.3964 1.15312 14.2433 5.60629 8.63702 7.20607 1.48865 5.71742 3.44687 4.08361 2.67063 52.362 50.3227 48.0858 41.9822 39.4967 33.3554 6.14127
internal_count=2900 1327 1294 1573 44 1260 731 64 667 651 608 572 560 261 299 106 193 185 41 144 85 106 97 529 516 498 445 424 374 50
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 0 0 1 1 0 1 1 0 0 1 2 0 2 0 0 1 0 0 2 2 0 0 0 0
split_gain=0.155681 1.14465 0.637137 0.426997 1.00537 0.896912 0.694392 0.435101 0.800945 0.785827 0.400291 0.780795 0.756716 0.603955 1.03256 0.484988 0.36507 1.02775 0.816551 0.57819 0.331421 0.626925 1.51826 1.00952 1.52422 0.800356 0.608339 0.429341 0.917962 0.400272
threshold=41.24714903835001 41.134354310300004 41.028010303750008 0.39078171310000004 0.52772372085000019 0.39772761295000009 0.52803808270000008 0.53592706805000012 0.39772761295000009 0.40621538280000008 0.48181192180000004 0.36000419150000007 0.36501901140000009 0.47997065955000012 0.47961138885000004 0.34632196640000007 39.039757512550004 0.47778509625000004 40.166811829450005 0.47778509625000004 0.53905571685000009 0.4274273225500001 0.54384599265000022 0.55671985870000007 38.994321257850011 40.036761086100007 0.55980359870000018 0.54317236010000014 0.54511840960000013 0.56276758185000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 -6 8 -8 -9 13 15 -13 14 16 -12 17 -1 19 -18 -11 25 -23 24 -24 27 -25 -22 -29 -28
right_child=-2 -3 -4 4 6 -7 7 9 -10 20 11 12 -14 -15 -16 -17 18 -19 -20 -21 21 22 23 26 -26 -27 29 28 -30 -31
leaf_value=3.2684842429456706e-05 3.3807077484143799e-05 0.0010881307056537189 -0.00076285135573620508 -0.0024993119377881828 0.0019532052359924213 0.00058323895614371566 5.6429260993953539e-05 0.0011470384261503786 -0.002210537782671761 0.0010507798534083825 0.00045781433720223349 -0.00072217524908867561 0.00030359752518561951 -0.00075906982589675617 0.0016345441410926171 0.0013760115907453126 -6.4216373526159028e-05 0.0020831062391628782 0.00031613596193600453 -0.0013592662997952241 -0.00080173870446674175 0.0019274731589821832 0.0003291301737083446 0.0013187191696004846 -0.003040635856763375 -0.0015130994830213199 -0.0012495866135326659 0.0013859699550790652 -0.00076106348526135408 9.9924080597542421e-05
leaf_weight=5.7977829847932396 105.48067932242884 4.6851541244832324 3.2153383468030361 1.1591891929274449 0.69921735301614063 0.5282913050832575 1.5922987801022856 2.2939508182462331 0.96073581743985403 0.99451841786504047 5.1699703857302648 3.127939889207485 23.827425379306078 3.2790181236341587 1.6498736664652813 3.8651165436021984 2.4706809492781741 1.1216830462217329 5.5383105106884614 2.8593893460929394 2.1780535825528231 1.6113100382499386 1.0369869535497849 1.4752468940569077 1.0273393169045446 2.3508659028448164 0.94026358448900182 1.5669618056563197 1.4970652861229607 8.3412833006768761
leaf_count=148 1573 33 34 41 4 23 20 19 31 5 29 24 169 24 7 33 24 8 43 20 19 9 25 18 16 23 11 10 35 422
internal_value=8.59258e-05 0.000142682 9.46269e-05 0.000125619 -6.36156e-05 -0.00153427 2.32603e-05 -2.51646e-05 -0.000796656 5.26444e-05 0.000223137 0.00035177 0.000184565 1.93426e-05 0.000150656 0.00085061 1.30209e-05 0.000365069 -0.000211114 -0.000758964 -5.64128e-05 -0.000106406 0.000133539 -9.19163e-05 -0.00134788 -0.000562486 0.000149114 -0.000136173 0.000336942 -3.67876e-05
internal_weight=202.342 96.8613 92.1761 88.9608 30.2536 1.68748 28.5661 27.8669 2.55303 25.3138 58.7072 35.9905 26.9554 22.7167 19.4377 9.03509 17.7878 6.91947 10.8684 5.33007 23.0199 22.0254 14.4324 12.8211 2.06433 7.59295 10.7568 5.24208 3.06403 9.28155
internal_count=2900 1327 1294 1260 731 64 667 663 51 612 529 255 193 274 250 62 243 156 87 44 593 588 501 492 41 87 451 64 45 433
is_linear=0
shrinkage=0.00196078


Tree=997
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 0 2 0 0 2 2 2 2 2 2 2 0 0 0 1 1 1 1 2 2 2 2 2 0 1
split_gain=0.155927 0.548656 1.00349 0.407237 0.557953 0.495547 0.683127 0.359921 1.18277 0.845776 0.337836 0.695518 0.474376 0.36065 0.434504 0.515029 0.924866 1.1348 0.344318 0.36959 0.342919 0.955185 1.08276 0.867611 1.10313 0.792061 0.711088 0.78275 0.672873 0.656673
threshold=0.38906020780000011 0.52215502530000013 0.39024280710000009 37.064694648750013 0.52877159370000015 0.52975958800000011 34.997818021800008 0.52428071015000011 0.52646627350000019 39.134693790050008 38.592454371550012 39.134693790050008 39.468990633150007 38.052786106700005 37.797539186950011 37.186372654950006 0.51929582950000019 0.50300889195000009 0.49320379630000005 0.33960061075000009 0.34632196640000007 0.3459626957000001 0.34581299960000006 40.982542372850013 41.348489042950007 40.12915366295001 40.79983011445001 41.134354310300004 0.51589772760000019 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -3 -6 -7 9 -9 -5 13 -12 -13 14 15 16 17 18 19 -1 21 22 25 29 -25 -14 -27 -28 -26 -22
right_child=1 3 -4 7 5 6 -8 8 -10 -11 11 12 20 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 24 28 26 27 -29 -30 -31
leaf_value=0.00021072395206444338 -0.002324338618527896 -0.0023339950636539482 2.0343638151800505e-05 -0.0002945364813092104 0.002204543520187082 0.00059428075695882416 -0.001641725038133477 -0.0022868896122454538 7.3505664294689564e-05 0.0011861891407793047 -0.0007247445242082 0.0010466237989800332 -0.00069243846971729216 0.00092869645735039563 -0.00074874835543986822 0.0010695687411075685 0.0013380524515324121 -0.0012862487615076918 0.00051406202802560422 -0.0014107302561174621 0.0016749948494641431 -0.00078446045968330179 0.00089717708608349827 -0.0015556429041068142 0.00032151398013410121 0.0006260477606552325 -0.00090716368631781205 6.2057111474635328e-05 -0.00068981519408375187 0.00046769699527415983
leaf_weight=1.5096992949256729 1.070110724307596 0.60531515214824994 2.0389257926872233 2.6208289585774756 0.28406506776809726 1.022362091096966 1.0804823433422823 0.82741246194200258 60.178205080544103 3.4163282833469566 3.8979134450200936 2.0765599529258898 5.5945797164458773 3.5621020735707125 1.5447627250105131 3.0182695991825303 2.1670780954882494 2.3023757860064498 6.0673892926424742 0.84184659425227426 2.3702710359357315 5.2022360039409241 5.8016941309906533 1.5025581168010855 18.409244545997357 7.9046206487109876 3.4611348982434711 43.053124616839341 2.9322131683584294 6.4336799479788169
leaf_count=60 12 25 80 18 1 168 90 43 1129 33 33 17 39 25 12 25 16 21 39 53 22 36 32 15 174 49 26 499 58 50
internal_value=9.17059e-05 1.93187e-05 -0.000786681 5.50991e-05 -0.000652643 -0.000226255 -0.000554622 8.66867e-05 4.14919e-05 0.000543382 0.000132543 8.85236e-05 0.000118789 0.000360124 0.00024407 0.000340487 0.000169747 -6.64007e-05 0.000267198 -0.000369752 0.000100022 2.43729e-05 8.83057e-05 0.000269777 6.82323e-05 1.01095e-05 8.23355e-05 -1.00628e-05 0.000182562 0.000792736
internal_weight=202.797 73.144 3.10904 70.035 2.99222 2.38691 2.10284 67.0428 61.0056 6.03716 129.653 108.64 104.742 21.0135 17.4514 15.9067 12.8884 10.7213 8.41894 2.35155 102.665 71.0174 65.8152 31.648 22.844 60.0135 54.4189 46.5143 21.3415 8.80395
internal_count=2900 1599 92 1507 284 259 258 1223 1172 51 1301 1050 1017 251 226 214 189 173 152 113 1000 681 645 319 247 613 574 525 232 72
is_linear=0
shrinkage=0.00196078


Tree=998
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 1 1 0 0 1 2 0 2 1 1 1 2 0 2 2 0 1 1 2 1 0 1 1 0
split_gain=0.0436982 0.152632 0.160479 0.115628 0.259036 0.112316 0.108429 0.221054 0.0546362 0.0471871 0.114386 0.293904 0.198064 0.513701 0.118568 0.0978296 0.204255 0.111878 0.242827 0.0941322 0.430202 0.215594 0.175827 0.414349 0.116318 0.185399 0.20252 0.129896 0.429137 0.371576
threshold=0.62406814170000013 0.47777012665000013 0.59210802070000013 0.57987784795000008 0.67036915065000013 0.65954612140000013 0.49091344570000006 0.50525433370000017 0.6461932277500001 0.60665848330000005 0.46613873835000008 41.792045663550006 0.5810754169000002 42.599563320500003 0.46208197360000008 0.47106374065000006 0.47383311875000006 52.781270016900002 0.6166282446500001 49.275256100300005 49.49736495185001 0.47648274005000008 0.39685937550000011 0.39745815990000005 48.680511450650009 0.45280081435000008 0.56859076075000015 0.42829556000000008 0.42970270350000012 0.55335169605000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 6 -3 -8 -9 10 14 -12 -13 -14 19 -11 -17 18 -18 24 -21 -22 -23 -24 25 27 -27 -1 -29 -30
right_child=1 2 -4 -5 -6 -7 7 8 -10 15 11 12 13 -15 -16 16 17 -19 -20 20 21 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-3.6817777792283891e-05 -0.10924857086127518 0.036880130542330684 -0.11545235988939094 0.059072668340905479 -0.10671602134879282 0.042710972980920643 -0.10513482103180426 -0.023022736517858588 0.068978185479768625 -0.022180466540919729 -0.10513284618726122 0.027502814712145298 0.039017421767240545 -0.11016851555792528 0.0249773735327114 0.09972366168263018 -0.10814803245247906 0.062908744460469915 0.024918421681594454 -0.12887543253721234 0.037918107890046113 -0.10636836108083697 0.10745156171938952 -0.10244897482790885 0.014702889022575862 -0.062074205132426799 -0.0066667814855887689 0.060522903193630656 -0.028302223289636486 0.011670059506923514
leaf_weight=144.44613078526686 0.15444521752215168 0.2567015951281062 0.12553302427670576 0.29255391801416397 0.23287741769422599 0.5408289573415459 0.27238773150565976 0.12632597090669151 0.13199850030923699 0.45700865705293736 0.35603394814768252 0.90264509420376249 0.44506518778507598 0.47945416513539385 2.0413625853834665 0.32763365330174543 0.19405051407557039 0.26382405252661556 0.46759893086345983 0.31155192649748542 0.73965664207935311 0.25209309934507473 0.18641725182533264 0.18979584137559868 5.9494678857736281 0.95500273559446158 2.133210145017074 1.4873773340950744 2.8530507395844316 12.578593312531664
leaf_count=1774 23 11 79 10 78 23 28 36 39 22 101 16 15 45 20 4 51 9 25 16 6 27 1 63 44 36 43 35 45 175
internal_value=0.00072329 -0.0135027 -0.00603129 0.00137884 -0.00943298 0.0076234 -0.0164762 -0.0422843 0.0239878 0.000893798 0.000733452 -0.0220141 -0.00581785 -0.0383502 0.00101866 0.0174249 0.031869 0.00784732 -0.0141077 0.00073445 -0.022824 0.00132905 -0.0417444 0.00155879 0.000966646 0.000469706 -0.023801 0.000934201 0.00922427 0.00427986
internal_weight=180.151 2.13365 1.97921 1.85367 1.56112 1.32824 0.787414 0.530712 0.258324 178.017 176.307 2.1832 1.82716 0.924519 174.124 1.71012 1.25311 0.925473 0.661649 172.082 1.67951 1.36796 0.628306 0.376213 170.403 164.453 3.08821 161.365 16.919 15.4316
internal_count=2900 327 304 225 215 137 114 103 75 2573 2462 177 76 60 2285 111 89 85 76 2265 113 97 91 64 2152 2108 79 2029 255 220
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 1 0 0 1 2 2 1 1 1 0 2 0 0 2 1 2 1 0 2 1 0 1 0 2
split_gain=0.156194 0.836795 0.292039 0.379397 0.271949 0.808731 0.476097 0.286541 0.557586 0.308693 0.258808 1.29743 1.06432 1.11957 1.08141 1.59051 1.06394 0.526684 0.405109 0.2736 0.349311 0.268457 1.57582 3.28051 1.1475 1.57338 0.705963 0.794955 0.492842 0.73156
threshold=0.39167988980000007 0.39388042275000007 0.52366695610000014 40.337496327150006 0.48543456785000005 0.48368312325000012 0.34587287805000005 0.48181192180000004 0.48140774230000011 0.34554354660000003 40.922041107600009 40.580626202750004 0.34554354660000003 0.35319301815000009 0.34479506600000004 0.47814436690000012 41.028010303750008 0.47886290830000006 0.47470135625000004 38.115457128050004 0.33263974130000007 42.178283198950005 0.34515433670000012 0.47760546090000006 42.686561923500008 0.34545372890000009 0.47694679800000012 0.32600820335000008 0.47997065955000012 42.773538294100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 -6 8 10 -9 11 12 14 -14 15 18 -12 -16 19 20 -1 22 23 26 25 -23 27 -18 29 -26
right_child=1 2 -4 -5 6 -7 -8 9 -10 -11 16 -13 13 -15 17 -17 21 -19 -20 -21 -22 24 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00046277256516523104 -0.0021287607525578883 0.00013573535701910897 4.9379109725976619e-05 -0.0021002658109158796 0.00076682128125647037 -0.00084576407399270393 0.00016900056478318914 0.00074035422228805735 -0.0010725104952285383 4.9647419536640387e-05 0.0018277400992512995 -0.0014354811390485671 -0.0028203020886815784 -4.6482859096404448e-05 0.00035368378270710777 -0.0017998028622724163 0.0007958607311311835 0.0014749885398533877 0.00083292463324616815 -0.00051101728814980285 0.00079739899505405342 -0.00011021533453020011 0.00079547198124052467 -0.0024036860497666439 0.001339145089463167 -0.0024869812597011543 0.001284101092717576 -0.0014181072157577941 0.00078054539102174222 -7.9793858745762298e-05
leaf_weight=1.4010343440168163 0.6979987944723679 0.60622898348810739 59.774173869102924 0.56241046486684354 5.6839609993621698 3.680221189337316 51.774278430151753 5.1313612721860391 1.6607946949079622 4.8286473602056503 1.4271274781785894 2.4724122548941514 0.94504907386726644 1.371071015534653 3.4846791800264318 1.8429043432697643 1.3540427385305549 2.9944446980953217 2.7083958499133587 2.9487457645009272 2.1335374672307807 3.3522407931159277 10.117240093648432 2.189892865717411 1.5221166138944742 1.5734524773433802 2.2771675512194633 1.1557545452378688 4.2044539635535321 16.988600202246744
leaf_count=63 56 19 1396 56 30 24 435 25 13 22 6 22 16 39 32 13 35 15 12 28 28 56 64 21 15 34 9 19 20 277
internal_value=8.83034e-05 5.95058e-06 3.04002e-05 -0.000940345 0.000124248 5.29856e-05 0.000228139 9.42866e-05 5.00847e-05 0.000405497 7.73164e-05 -9.61258e-05 7.08667e-05 -0.00117829 0.000236062 -0.000137287 0.000161112 0.000871915 0.000196041 -7.00166e-05 0.000297892 0.000107943 0.000301094 -0.000415811 -1.15083e-05 -0.000869444 0.000493582 -0.000223665 0.000174532 3.6884e-05
internal_weight=202.864 61.6408 60.9428 1.16864 141.224 83.7654 57.4582 80.0852 70.1252 9.96001 68.4644 22.3023 19.8299 2.31612 17.5137 11.0346 46.1621 6.47912 9.19171 6.48332 3.53457 44.735 17.0941 6.97686 27.6409 4.92569 4.78696 2.5098 22.7152 18.5107
internal_count=2900 1527 1471 75 1373 908 465 884 837 47 824 268 246 55 191 144 556 47 131 119 91 550 148 84 402 90 63 54 312 292
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
atom_v_bur_frac_3_5_Hs_min=10184
atom_v_bur_frac_3_5_Cs=9952
lst_pka_pred_nshell3=9864

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:[]
